Last time, I showed how I extended my FPL agent with injury context and expert insights. This created a more informative and detailed pipeline, but it also exacerbated an ongoing problem: the model's ability to process large amounts of player information.
In this post I'll lay out my solution for tackling that issue.
Extension 3: Handling the Scale
Even before we added injury context and expert insights, the model was already struggling with scale. We provide 600+ players, which is a lot for any LLM to process effectively. Adding two extra lines per player for injury and expert tips will only make the problem worse: the prompt is now bigger, more complex and still includes a lot of players who realistically shouldn't be considered.
For example, a young player like Josh Nichols - marked as Avoid and unlikely to feature - is a clear candidate for immediate exclusion. Players flagged as Out, like Mikel Merino, should be deprioritised, while players marked as Must-have and Fit, like Viktor Gyökeres, should be given top consideration.
To prevent token bloat and keep the model focused, we pre-filter and rank players before building the final team-building prompt. This ensures the model sees only the players worth considering and can reason over them more effectively.
Why Build This Extension
The enrichments made the prompts bigger and more informative, but that also exacerbated an existing scale problem, increasing token usage and processing cost on model APIs like OpenRouter. Many players will never be selected and redundant data makes the model's reasoning harder. By shortlisting players based on both quantitative stats and qualitative enrichments, I:
- Remove players unlikely to play or score points.
- Prioritise Must-have and Recommended players.
- Reduce prompt size from 600+ to ~120 players (customisable).
- Give the model a ranked, manageable list to reason over.
How I Solved This
Determining which items to select from a long list is a classic problem - one that has been essential to the success of many large-scale organisations. For example, Netflix needs to recommend movies to users from a huge catalogue. They do this by turning information about each movie (e.g., the summary, genre and audience appeal) into a numerical encoding. Similar movies end up with similar encodings - so if you liked Interstellar, you'll probably like The Martian or Inception, and you'll see them recommended along side each other, while you're unlikely to ever see Bambi recommended alongside those. It's a well-established and highly effective way to recommend items to users.
This numerical encoding is called an embedding. Essentially, it's a way to turn text into a vector so that we can measure how similar two items are. There are many ways to create embeddings, but fortunately there are plenty of pre-trained models available that can generate embeddings out of the box. These models are trained on massive amounts of text to learn the meaning of words and sentences, so that texts with similar content end up close together in a high-dimensional vector space.
I can use the same approach to rank and shortlist players for Fantasy Premier League, turning each player's stats, injury context and expert insights into embeddings.
The Process
- Build Player Text Blobs
Each player is converted into a single text snippet combining their stats, injury news and expert insights. For example:
Declan Rice | Arsenal | MID | Recommended - Rice is a consistent performer in midfield, contributing defensively and offensively with occasional goals and assists, making him a solid option for the double gameweek. | Fit - Declan Rice is a crucial midfielder and is expected to be available for both fixtures.
Josh Nichols | Arsenal | MID | Avoid - Young player with limited senior experience and unlikely to feature significantly. | Fit - Josh Nichols is available for selection.
Viktor Gyökeres | Arsenal | FWD | Must-have - Gyökeres is Arsenal's primary striker and a consistent goal threat, making him a top pick for the double gameweek against potentially weaker defenses. | Fit - Gyökeres is a key striker and is expected to be available for both fixtures.
- Embed Each Player
I use a lightweight embedding model (BAAI/bge-base-en-v1.5) to convert each player text blob into a 768-dimensional vector. I opted for this model because
it's a small, fast, English-focused model that runs locally with no API. It's also well-supported and widely used.
Declan Rice: [-0.020605597645044327, -0.020585332065820694, -0.040268149226903915, ...]
Josh Nichols: [-0.017105471342802048, -0.0047103045508265495, -0.00023026786220725626, ...]
Viktor Gyökeres: [-0.028553323820233345, -0.023604344576597214, -0.01664753071963787, ...]- Embed Positional Queries
I then query the embeddings to identify players matching key criteria - must-have players, who are fit, likely to play and score points. I do this by writing a query and embedding the query with the same model. Players' embeddings are then compared to the query embedding to measure relevance.
As it turns out each position is very different, so I use a different query for each position.
GK: "Must-have OR recommended, fit, high points, clean sheet, saves, consistent starter, good fixtures. NOT out of form, injured, suspended."
DEF: "Must-have OR recommended, fit, high points, clean sheet, attacking potential, consistent starter, good fixtures. NOT out of form, injured, suspended."
MID: "Must-have OR recommended, fit, high points, goals, assists, consistent starter, set pieces, penalties, good fixtures. NOT out of form, injured, suspended."
FWD: "Must-have OR recommended, fit, high points, goals, assists, consistent starter, set pieces, penalties, good fixtures. NOT out of form, injured, suspended."- Compute Similarity
I compute cosine similarity between each player's embedding and the query embedding for their position. This produces a raw relevance score, naturally ranking players by how well they match the desired profile.
Declan Rice: 0.701
Josh Nichols: 0.654
Viktor Gyökeres: 0.688These scores are tightly clustered together, which isn't surprising since they're all footballers with similar language in their text blobs. All scores lie within a narrow range of 0.602-0.701. Scaling the raw similarity scores from 0.602-0.701 to a 0-10 range provides more intuitive separation between players, making differences easier to interpret.
Declan Rice: 10.00
Josh Nichols: 5.25
Viktor Gyökeres: 8.69This is not perfect and scaling needs thought, but it gives a clearer idea of each player's ranking given the range is so tight.
Interestingly, if I run an embedding search for a player against the wrong positional query, I get a different score - one that reflects that position a bit more.
Declan Rice (for GK): 0.663 (or 6.16 when scaled)Rice scores much lower when compared to the GK query than his native MID position, since things like saves aren't as important to him.
This naturally ranks players even with a tight score range. However, some important signals in the enrichments - like flags for "Must-have" or "Avoid" - may be missed by embeddings alone. To ensure these critical indicators influence the ranking, I combine the embedding score with a keyword bonus in the hybrid scoring step. This ensures that critical qualitative insights from expert flags are reflected in the final ranking, even if the embeddings alone might not fully capture them.
Rather than over-optimising the scaling of cosine similarity scores, I chose to rely on keyword flags to prioritise key players (e.g., must-haves). Cosine similarity then fine-tunes the order among them, preventing large outliers caused solely by embedding variance.
- Combine with Keyword Bonus and Score
I extract the flag from the expert insights (Must-have, Recommended, Rotation risk, Avoid) and map it to a numeric bonus:
Must-have → +0.5, Recommended → +0.3, Rotation risk → -0.2, Avoid → -0.5Then I calculate a hybrid score:
hybrid = 0.6 × embedding_score + 0.4 × keyword_bonusFor example:
Player | Embedding Score | Keyword Bonus | Hybrid Score
Declan Rice | 0.701 | +0.30 | 0.541
Josh Nichols | 0.654 | -0.50 | 0.192
Viktor Gyökeres | 0.688 | +0.50 | 0.613These hybrid scores feel better informed and more accurately reflect each player's ranking.
- Shortlist
I then take the top K players per position, where K is a configurable number, and rank them descending by hybrid score.
- 10 GK
- 40 DEF
- 50 MID
- 20 FWD
I selected these numbers as they felt a fair ratio between players in each position in the league and positions available in the team with FPL enforcing 2 goalkeepers, 5 defenders, 5 midfielders and 3 forwards.
Players marked "Out" or with < 25% chance of playing are removed before shortlisting. Major doubts and rotation risks remain for the model to consider.
- Building the Team-Building Prompt
Only the shortlisted players are included in the final prompt, along with their stats, injury context, expert insights and hybrid score. Here's a snippet for the must-have forwards:
FWD
1. Hugo Ekitiké (Liverpool, £8.9m)
[STATS] PPG: 4.0, Form: 4.0, Total Points: 104, Minutes: 1509, Goals: 10, Assists: 2, Bonus: 19, BPS: 362, ICT: 129.9, Ownership: 25.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.642 (Embedding: 0.737, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - A prolific goalscorer who is in excellent form and a consistent FPL points earner.
[INJURY NEWS] Fit - Hugo Ekitiké is available for selection.
2. Dominic Calvert-Lewin (Leeds, £5.9m)
[STATS] PPG: 2.6, Form: 2.6, Total Points: 102, Minutes: 1663, Goals: 10, Assists: 2, Bonus: 16, BPS: 332, ICT: 123.9, Ownership: 11.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.626 (Embedding: 0.711, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - A proven goalscorer with excellent FPL returns and a strong record, making him a top pick.
[INJURY NEWS] Fit - Calvert-Lewin has no reported injuries and is available for selection.
3. Viktor Gyökeres (Arsenal, £8.8m)
[STATS] PPG: 3.7, Form: 3.7, Total Points: 76, Minutes: 1572, Goals: 8, Assists: 0, Bonus: 8, BPS: 273, ICT: 100.4, Ownership: 13.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.613 (Embedding: 0.688, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Gyökeres is in excellent form, a guaranteed starter, and a primary goal threat for Arsenal, making him a top pick for the double gameweek.
[INJURY NEWS] Fit - Viktor Gyökeres is a key striker and is expected to be available for both fixtures.
4. Igor Thiago Nascimento Rodrigues (Brentford, £7.0m)
[STATS] PPG: 2.6, Form: 2.6, Total Points: 133, Minutes: 2202, Goals: 17, Assists: 1, Bonus: 18, BPS: 532, ICT: 183.0, Ownership: 30.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.606 (Embedding: 0.677, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Brentford's top scorer and a consistent FPL performer, he is the standout option despite the tough fixture against Arsenal.
[INJURY NEWS] Fit - Igor Thiago Nascimento Rodrigues is the primary striker and is available for selection.
5. Erling Haaland (Man City, £14.9m)
[STATS] PPG: 4.8, Form: 4.8, Total Points: 187, Minutes: 2143, Goals: 22, Assists: 6, Bonus: 34, BPS: 757, ICT: 230.5, Ownership: 68.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.605 (Embedding: 0.675, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Haaland is Man City's main goal threat, in excellent form, and a guaranteed starter, making him a must-have captaincy option.
[INJURY NEWS] Fit - Haaland is fit and available for selection.
6. João Pedro Junqueira de Jesus (Chelsea, £7.7m)
[STATS] PPG: 9.6, Form: 9.6, Total Points: 132, Minutes: 1887, Goals: 10, Assists: 8, Bonus: 24, BPS: 529, ICT: 155.5, Ownership: 45.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.589 (Embedding: 0.648, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - João Félix is Chelsea's top scorer and creator, in excellent form, and a must-have for this fixture.
[INJURY NEWS] Fit - João Pedro Junqueira de Jesus is available for selection.
7. Jarrod Bowen (West Ham, £7.6m)
[STATS] PPG: 6.0, Form: 6.0, Total Points: 120, Minutes: 2329, Goals: 8, Assists: 4, Bonus: 21, BPS: 468, ICT: 153.0, Ownership: 8.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.588 (Embedding: 0.647, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - West Ham's talisman, in excellent form with consistent FPL returns, making him a top captaincy candidate.
[INJURY NEWS] Fit - Jarrod Bowen is available for selection.
With this approach, the model sees ~120 high-priority players instead of 600+, keeping token usage manageable and ensuring reasoning focuses on realistic options.
Putting It All Together
These extensions, with the enriched information and shortlisting, mean I've now created a more informed and efficient team-building process. By combining player stats, injury context, expert insights and hybrid embedding scores, the model now has a rich, structured view of the entire FPL universe without being overwhelmed by unnecessary information.
The model now has:
- Focused reasoning it can tap into for each player and use to make better decisions.
- Richer qualitative information for each player with expert insights and injury context to support the stats.
- Better prioritisation by filtering out players marked as Out as well as those with < 25% chance of playing.
- Hybrid scoring which balances the keyword bonuses and rankings to produce a clear score for each player the model can use to make better decisions and filter out low-priority players.
This is my new architecture.
Trying It Out
The same prompt for building a team that I used in post 2 now includes the enriched information and shortlisting.
You are a Fantasy Premier League (FPL) team building expert. Your task is to create the optimal FPL team for Gameweek 26.
CRITICAL INSTRUCTION: You MUST respond with ONLY valid JSON. Do not include any markdown, explanations, or text outside the JSON structure. Your entire response must be a single, valid JSON object.
You must research and analyse the top Fantasy Premier League (FPL) strategies, tips, and recommendations for the upcoming gameweeks. Use a wide range of sources, including expert predictions, blogs, community forums, news articles, fixture difficulty analysis, and pre-season form. Identify underpriced players, strong upcoming fixtures, expected starters, set-piece takers, and hidden value. Your goal is to build the best possible squad for Gameweek 26 and beyond.
You must strictly follow all official FPL rules and constraints when building the team:
* The total budget must not exceed £99.5m.
* The squad must include exactly 15 players:
* 2 goalkeepers
* 5 defenders
* 5 midfielders
* 3 forwards
* The starting 11 must follow valid FPL formations:
* 1 goalkeeper
* 3 to 5 defenders
* 2 to 5 midfielders
* 1 to 3 forwards
* A maximum of 3 players are allowed from any single Premier League club.
* Favour players with strong upcoming fixtures and minimal rotation risk.
* Consider potential international absences in the upcoming gameweeks(e.g., AFCON), injury risks, or likely minutes played.
The fixtures this gameweek are:
GAMEWEEK 26 FIXTURES:
==============================
Tuesday 10th February 2026:
• Chelsea vs Leeds
• Everton vs Bournemouth
• Spurs vs Newcastle
• West Ham vs Man Utd
Wednesday 11th February 2026:
• Aston Villa vs Brighton
• Man City vs Fulham
• Nott'm Forest vs Wolves
• Crystal Palace vs Burnley
• Sunderland vs Liverpool
Thursday 12th February 2026:
• Brentford vs Arsenal
Wednesday 18th February 2026:
• Wolves vs Arsenal
The list of available players by each position, their costs, basic stats, preliminary score, expert insights and injury news are below. You should use this information to make your decisions, but use this as a starting point for wider research and don't only use this. The players are ranked based on a loose scoring system, which takes their expert insights into account using embeddings, you may use this as a starting point if you find it helpful, but don't only use this. You must select the players from this list:
GK
1. Guglielmo Vicario (Spurs, £4.8m)
[STATS] PPG: 1.6, Form: 1.6, Total Points: 83, Minutes: 2340, Clean Sheets: 7, Goals Conceded: 37, Saves: 71, Bonus: 6, BPS: 388, ICT: 60.0, Ownership: 6.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.616 (Embedding: 0.694, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Vicario is the established first-choice goalkeeper with a solid FPL record and is likely to be involved in save points against Newcastle.
[INJURY NEWS] Fit - Vicario has 100% availability and is expected to be fit for the upcoming gameweek.
2. Emiliano Martínez Romero (Aston Villa, £5.0m)
[STATS] PPG: 5.6, Form: 5.6, Total Points: 92, Minutes: 1935, Clean Sheets: 6, Goals Conceded: 19, Saves: 65, Bonus: 10, BPS: 390, ICT: 50.5, Ownership: 3.9%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.601 (Embedding: 0.668, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Martínez is Aston Villa's undisputed number one, offering consistent save potential and clean sheet opportunities against Brighton.
[INJURY NEWS] Fit - Emiliano Martínez Romero is available for selection.
3. David Raya Martín (Arsenal, £5.9m)
[STATS] PPG: 3.7, Form: 3.7, Total Points: 108, Minutes: 2340, Clean Sheets: 13, Goals Conceded: 18, Saves: 37, Bonus: 5, BPS: 433, ICT: 41.4, Ownership: 35.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.565 (Embedding: 0.608, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - As Arsenal's primary goalkeeper in a double gameweek with favorable fixtures, Raya offers strong potential for clean sheets and save points.
[INJURY NEWS] Fit - David Raya is the first-choice goalkeeper and is expected to be available for both fixtures.
4. Jordan Pickford (Everton, £5.6m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 108, Minutes: 2340, Clean Sheets: 9, Goals Conceded: 30, Saves: 71, Bonus: 11, BPS: 422, ICT: 62.6, Ownership: 13.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.553 (Embedding: 0.722, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Pickford is the established number one and has a decent clean sheet record, making him a reasonable budget option for home games.
[INJURY NEWS] Fit - Pickford is the first-choice goalkeeper and is available for the upcoming fixture.
5. Nick Pope (Newcastle, £5.1m)
[STATS] PPG: 2.8, Form: 2.8, Total Points: 79, Minutes: 1786, Clean Sheets: 7, Goals Conceded: 27, Saves: 60, Bonus: 3, BPS: 318, ICT: 45.0, Ownership: 4.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.553 (Embedding: 0.722, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A reliable goalkeeper with a decent FPL record, though the fixture is challenging.
[INJURY NEWS] Fit - Nick Pope has no reported injuries and is available for selection.
6. Robert Lynch Sánchez (Chelsea, £4.9m)
[STATS] PPG: 3.8, Form: 3.8, Total Points: 93, Minutes: 2164, Clean Sheets: 9, Goals Conceded: 29, Saves: 65, Bonus: 7, BPS: 415, ICT: 63.3, Ownership: 15.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.538 (Embedding: 0.696, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Sánchez is Chelsea's established number one and has a good record for clean sheets, making him a solid option against a weaker Leeds side.
[INJURY NEWS] Fit - Robert Lynch Sánchez is available for selection.
7. Đorđe Petrović (Bournemouth, £4.5m)
[STATS] PPG: 3.8, Form: 3.8, Total Points: 76, Minutes: 2340, Clean Sheets: 6, Goals Conceded: 45, Saves: 80, Bonus: 3, BPS: 309, ICT: 58.3, Ownership: 4.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.526 (Embedding: 0.677, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - As the primary goalkeeper, he offers a budget-friendly option with potential for saves against Everton.
[INJURY NEWS] Fit - Petrović has 100.0% availability and has played the majority of minutes this season, indicating he is fit.
8. Bart Verbruggen (Brighton, £4.5m)
[STATS] PPG: 2.2, Form: 2.2, Total Points: 79, Minutes: 2340, Clean Sheets: 5, Goals Conceded: 34, Saves: 72, Bonus: 4, BPS: 409, ICT: 65.6, Ownership: 5.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.520 (Embedding: 0.667, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Brighton's first-choice goalkeeper with a decent save record, though clean sheet potential is limited against Aston Villa.
[INJURY NEWS] Fit - Verbruggen is available for selection and has not been reported as injured.
9. Robin Roefs (Sunderland, £4.9m)
[STATS] PPG: 2.4, Form: 2.4, Total Points: 107, Minutes: 2340, Clean Sheets: 8, Goals Conceded: 30, Saves: 80, Bonus: 9, BPS: 464, ICT: 71.0, Ownership: 11.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.519 (Embedding: 0.666, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Sunderland's primary goalkeeper with a good number of clean sheets and saves, despite a tough fixture.
[INJURY NEWS] Fit - Robin Roefs has 100.0% availability and has not been listed with any injury concerns.
10. Mads Hermansen (West Ham, £4.2m)
[STATS] PPG: 2.4, Form: 2.4, Total Points: 21, Minutes: 540, Clean Sheets: 2, Goals Conceded: 12, Saves: 16, Bonus: 3, BPS: 70, ICT: 12.9, Ownership: 0.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.518 (Embedding: 0.664, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A strong budget goalkeeper option with good FPL returns and potential for saves.
[INJURY NEWS] Fit - Mads Hermansen is available for selection.
DEF
1. Nordi Mukiele (Sunderland, £4.6m)
[STATS] PPG: 4.4, Form: 4.4, Total Points: 114, Minutes: 2152, Clean Sheets: 7, Goals Conceded: 28, Bonus: 8, BPS: 394, ICT: 97.9, Ownership: 13.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.621 (Embedding: 0.701, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - A key defender with high FPL points, consistent starts, and good attacking potential, despite the difficult fixture.
[INJURY NEWS] Fit - Nordi Mukiele has 100.0% availability and has not been listed with any injury concerns.
2. Neco Williams (Nott'm Forest, £4.7m)
[STATS] PPG: 4.0, Form: 4.0, Total Points: 79, Minutes: 2204, Clean Sheets: 6, Goals Conceded: 35, Bonus: 9, BPS: 370, ICT: 119.1, Ownership: 2.9%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.571 (Embedding: 0.752, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - High FPL points per game and consistent minutes make him a strong option from defence.
[INJURY NEWS] Fit - Williams is available for selection.
3. Andrew Robertson (Liverpool, £5.7m)
[STATS] PPG: 2.0, Form: 2.0, Total Points: 33, Minutes: 628, Clean Sheets: 3, Goals Conceded: 8, Bonus: 4, BPS: 142, ICT: 41.3, Ownership: 1.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.570 (Embedding: 0.750, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent performer when fit, offering attacking potential from defence, but minutes can be managed.
[INJURY NEWS] Fit - Andrew Robertson is available for selection.
4. Adrien Truffert (Bournemouth, £4.5m)
[STATS] PPG: 4.4, Form: 4.4, Total Points: 89, Minutes: 2298, Clean Sheets: 6, Goals Conceded: 42, Bonus: 7, BPS: 324, ICT: 97.1, Ownership: 1.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.561 (Embedding: 0.736, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Offers attacking potential from defence and has been a regular starter.
[INJURY NEWS] Fit - Truffert has 100.0% availability and has played consistently, indicating he is fit.
5. Maxim De Cuyper (Brighton, £4.3m)
[STATS] PPG: 1.8, Form: 1.8, Total Points: 58, Minutes: 1116, Clean Sheets: 4, Goals Conceded: 18, Bonus: 6, BPS: 218, ICT: 65.9, Ownership: 1.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.560 (Embedding: 0.733, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter at the back with some attacking threat, though clean sheets have been inconsistent.
[INJURY NEWS] Fit - De Cuyper is available for selection and has not been reported as injured.
6. Joe Rodon (Leeds, £3.9m)
[STATS] PPG: 3.8, Form: 3.8, Total Points: 77, Minutes: 2100, Clean Sheets: 3, Goals Conceded: 43, Bonus: 5, BPS: 251, ICT: 74.8, Ownership: 3.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.558 (Embedding: 0.730, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent starter with a decent FPL output, offering defensive stability at a low price.
[INJURY NEWS] Fit - Rodon has no reported injuries and is available for selection.
7. Malick Thiaw (Newcastle, £5.0m)
[STATS] PPG: 4.4, Form: 4.4, Total Points: 97, Minutes: 1937, Clean Sheets: 4, Goals Conceded: 34, Bonus: 11, BPS: 317, ICT: 98.4, Ownership: 4.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.554 (Embedding: 0.723, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A solid defender who offers FPL potential, though the fixture is challenging.
[INJURY NEWS] Fit - Malick Thiaw has no reported injuries and is available for selection.
8. Micky van de Ven (Spurs, £4.5m)
[STATS] PPG: 2.2, Form: 2.2, Total Points: 100, Minutes: 2149, Clean Sheets: 7, Goals Conceded: 33, Bonus: 10, BPS: 363, ICT: 83.0, Ownership: 23.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.553 (Embedding: 0.722, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Van de Ven is a regular starter in defence, offering clean sheet potential and occasional attacking threat.
[INJURY NEWS] Fit - Van de Ven has 100% availability and is expected to be fit for the upcoming gameweek.
9. James Tarkowski (Everton, £5.7m)
[STATS] PPG: 3.4, Form: 3.4, Total Points: 117, Minutes: 2340, Clean Sheets: 9, Goals Conceded: 30, Bonus: 6, BPS: 420, ICT: 106.0, Ownership: 12.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.549 (Embedding: 0.715, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Tarkowski is a consistent starter in defence and offers some FPL potential through clean sheets and bonus points.
[INJURY NEWS] Fit - Tarkowski is a key defender and is expected to be available.
10. James Justin (Leeds, £3.9m)
[STATS] PPG: 5.0, Form: 5.0, Total Points: 43, Minutes: 834, Clean Sheets: 2, Goals Conceded: 15, Bonus: 6, BPS: 137, ICT: 43.2, Ownership: 1.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.549 (Embedding: 0.715, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A strong FPL defender with excellent PPG and bonus potential, offering great value.
[INJURY NEWS] Fit - Justin has no reported injuries and is available for selection.
11. Marc Guéhi (Man City, £5.2m)
[STATS] PPG: 3.8, Form: 3.8, Total Points: 124, Minutes: 2160, Clean Sheets: 9, Goals Conceded: 26, Bonus: 9, BPS: 455, ICT: 106.5, Ownership: 36.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.549 (Embedding: 0.715, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Guéhi is a consistent starter in defence and offers a good chance of clean sheets and bonus points against a struggling Fulham side.
[INJURY NEWS] Fit - Guéhi is available for selection.
12. Jan Paul van Hecke (Brighton, £4.4m)
[STATS] PPG: 2.8, Form: 2.8, Total Points: 92, Minutes: 2130, Clean Sheets: 5, Goals Conceded: 32, Bonus: 6, BPS: 355, ICT: 104.5, Ownership: 3.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.548 (Embedding: 0.714, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter in defence with a decent FPL points per game, offering some bonus point potential.
[INJURY NEWS] Fit - Van Hecke is available for selection and has not been reported as injured.
13. Marcos Senesi Barón (Bournemouth, £4.8m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 106, Minutes: 2208, Clean Sheets: 6, Goals Conceded: 44, Bonus: 6, BPS: 344, ICT: 124.3, Ownership: 15.5%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.547 (Embedding: 0.712, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent defender who contributes to clean sheets and can offer attacking threat.
[INJURY NEWS] Fit - Senesi Barón has 100.0% availability and has played consistently, indicating he is fit.
14. Chris Richards (Crystal Palace, £4.4m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 93, Minutes: 1972, Clean Sheets: 8, Goals Conceded: 28, Bonus: 3, BPS: 337, ICT: 75.0, Ownership: 2.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.545 (Embedding: 0.709, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Richards has been a regular starter and offers a good balance of defensive solidity and potential for bonus points.
[INJURY NEWS] Fit - Richards has been involved in recent games and is likely available.
15. Omar Alderete (Sunderland, £4.1m)
[STATS] PPG: 2.2, Form: 2.2, Total Points: 88, Minutes: 1903, Clean Sheets: 7, Goals Conceded: 25, Bonus: 5, BPS: 295, ICT: 83.2, Ownership: 6.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.545 (Embedding: 0.709, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter in defence who contributes to clean sheets and has a reasonable FPL points-per-game.
[INJURY NEWS] Fit - Omar Alderete has 100.0% availability and has not been listed with any injury concerns.
16. Nico O'Reilly (Man City, £4.9m)
[STATS] PPG: 4.2, Form: 4.2, Total Points: 100, Minutes: 1881, Clean Sheets: 10, Goals Conceded: 18, Bonus: 3, BPS: 376, ICT: 96.6, Ownership: 4.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.545 (Embedding: 0.708, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - O'Reilly has been a consistent performer in defence, offering a good balance of clean sheet potential and attacking threat.
[INJURY NEWS] Fit - O'Reilly is available for selection.
17. Daniel Ballard (Sunderland, £4.6m)
[STATS] PPG: 4.0, Form: 4.0, Total Points: 97, Minutes: 1671, Clean Sheets: 5, Goals Conceded: 23, Bonus: 8, BPS: 297, ICT: 97.4, Ownership: 3.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.543 (Embedding: 0.705, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent starter with a decent FPL points-per-game average, offering defensive stability.
[INJURY NEWS] Fit - Daniel Ballard has 100.0% availability and has not been listed with any injury concerns.
18. Ladislav Krejcí (Wolves, £4.5m)
[STATS] PPG: 2.7, Form: 2.7, Total Points: 55, Minutes: 1707, Clean Sheets: 3, Goals Conceded: 32, Bonus: 0, BPS: 190, ICT: 71.8, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.542 (Embedding: 0.703, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter in defense who offers FPL potential through clean sheets and occasional attacking returns, making him a solid budget option for the double gameweek.
[INJURY NEWS] Fit - Krejcí is available for selection and has been a regular starter.
19. Ferdi Kadıoğlu (Brighton, £4.4m)
[STATS] PPG: 1.8, Form: 1.8, Total Points: 65, Minutes: 2050, Clean Sheets: 5, Goals Conceded: 29, Bonus: 4, BPS: 318, ICT: 81.9, Ownership: 0.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.541 (Embedding: 0.701, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter in defence, offering a reasonable FPL points per game, but clean sheet potential is moderate.
[INJURY NEWS] Fit - Kadıoğlu is available for selection and has not been reported as injured.
20. Axel Disasi (West Ham, £4.5m)
[STATS] PPG: 4.0, Form: 4.0, Total Points: 8, Minutes: 180, Clean Sheets: 1, Goals Conceded: 1, Bonus: 0, BPS: 40, ICT: 5.1, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.540 (Embedding: 0.700, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A defender who has shown promise with decent FPL returns in limited minutes, worth considering for defensive cover.
[INJURY NEWS] Fit - Axel Disasi is available for selection.
21. Trevoh Chalobah (Chelsea, £5.8m)
[STATS] PPG: 4.4, Form: 4.4, Total Points: 124, Minutes: 2190, Clean Sheets: 9, Goals Conceded: 29, Bonus: 7, BPS: 450, ICT: 86.1, Ownership: 23.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.540 (Embedding: 0.700, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Chalobah has been a consistent starter in defence and offers a good balance of defensive and occasional attacking returns.
[INJURY NEWS] Fit - Trevoh Chalobah is available for selection.
22. Gabriel dos Santos Magalhães (Arsenal, £7.1m)
[STATS] PPG: 4.3, Form: 4.3, Total Points: 138, Minutes: 1715, Clean Sheets: 12, Goals Conceded: 11, Bonus: 18, BPS: 463, ICT: 84.9, Ownership: 43.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.540 (Embedding: 0.699, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent performer in Arsenal's defense, Gabriel offers clean sheet potential and is a threat from set-pieces in a double gameweek.
[INJURY NEWS] Fit - Gabriel is a key defender and is expected to be available for the double gameweek.
23. Jurriën Timber (Arsenal, £6.4m)
[STATS] PPG: 3.2, Form: 3.2, Total Points: 123, Minutes: 2089, Clean Sheets: 12, Goals Conceded: 16, Bonus: 7, BPS: 448, ICT: 107.9, Ownership: 31.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.539 (Embedding: 0.699, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Despite his price, Timber's high ICT score and consistent minutes make him a strong FPL asset, especially in a double gameweek.
[INJURY NEWS] Fit - Timber has returned from a long-term injury and is available for selection, though his minutes may be managed.
24. Marc Cucurella Saseta (Chelsea, £6.1m)
[STATS] PPG: 4.2, Form: 4.2, Total Points: 90, Minutes: 1885, Clean Sheets: 9, Goals Conceded: 21, Bonus: 5, BPS: 409, ICT: 100.8, Ownership: 17.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.539 (Embedding: 0.699, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Cucurella offers attacking potential from defence and has a good FPL points-per-game average, making him a good pick for this fixture.
[INJURY NEWS] Fit - Marc Cucurella Saseta is available for selection.
25. Ola Aina (Nott'm Forest, £4.7m)
[STATS] PPG: 5.2, Form: 5.2, Total Points: 35, Minutes: 878, Clean Sheets: 3, Goals Conceded: 12, Bonus: 3, BPS: 132, ICT: 32.3, Ownership: 2.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.539 (Embedding: 0.698, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Good FPL points per game and recent form, offering attacking potential from defence.
[INJURY NEWS] Fit - Aina is available for selection.
26. Ezri Konsa Ngoyo (Aston Villa, £4.4m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 80, Minutes: 2225, Clean Sheets: 8, Goals Conceded: 26, Bonus: 3, BPS: 402, ICT: 61.9, Ownership: 7.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.538 (Embedding: 0.697, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Konsa is a consistent starter in defence, contributing to clean sheets and offering some aerial threat.
[INJURY NEWS] Fit - Ezri Konsa Ngoyo is available for selection.
27. Lewis Dunk (Brighton, £4.5m)
[STATS] PPG: 3.0, Form: 3.0, Total Points: 63, Minutes: 2205, Clean Sheets: 4, Goals Conceded: 33, Bonus: 0, BPS: 304, ICT: 72.0, Ownership: 1.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.538 (Embedding: 0.696, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent starter and captain, offering some aerial threat from set pieces, but clean sheet potential is moderate.
[INJURY NEWS] Fit - Dunk is available for selection and has not been reported as injured.
28. Virgil van Dijk (Liverpool, £5.9m)
[STATS] PPG: 6.4, Form: 6.4, Total Points: 111, Minutes: 2340, Clean Sheets: 8, Goals Conceded: 35, Bonus: 7, BPS: 398, ICT: 117.0, Ownership: 21.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.537 (Embedding: 0.695, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A key defender for Liverpool, offering clean sheet potential and occasional goal threat, with a solid FPL record.
[INJURY NEWS] Fit - Virgil van Dijk is available for selection.
29. Diogo Dalot Teixeira (Man Utd, £4.5m)
[STATS] PPG: 4.2, Form: 4.2, Total Points: 86, Minutes: 1840, Clean Sheets: 5, Goals Conceded: 30, Bonus: 8, BPS: 304, ICT: 87.3, Ownership: 4.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.537 (Embedding: 0.695, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Dalot is a regular starter in defense with good attacking potential and a reasonable fixture.
[INJURY NEWS] Fit - Dalot Teixeira is available for selection and has no reported injury concerns.
30. Santiago Ignacio Bueno (Wolves, £4.4m)
[STATS] PPG: 2.7, Form: 2.7, Total Points: 59, Minutes: 1472, Clean Sheets: 3, Goals Conceded: 27, Bonus: 2, BPS: 187, ICT: 54.7, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.536 (Embedding: 0.694, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent starter in defense with good underlying stats, making him a solid budget option for the double gameweek.
[INJURY NEWS] Fit - Bueno is available for selection and has been a regular starter.
31. Jayden Bogle (Leeds, £4.4m)
[STATS] PPG: 4.0, Form: 4.0, Total Points: 65, Minutes: 2020, Clean Sheets: 4, Goals Conceded: 38, Bonus: 0, BPS: 174, ICT: 65.9, Ownership: 0.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.535 (Embedding: 0.691, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent performer with decent FPL returns, offering value at his price point.
[INJURY NEWS] Fit - Bogle has no reported injuries and is available for selection.
32. Daniel Muñoz Mejía (Crystal Palace, £5.9m)
[STATS] PPG: 1.8, Form: 1.8, Total Points: 98, Minutes: 1586, Clean Sheets: 8, Goals Conceded: 18, Bonus: 7, BPS: 341, ICT: 95.0, Ownership: 8.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.533 (Embedding: 0.688, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Muñoz has been a consistent performer at the back and offers some attacking threat, making him a good value pick against Burnley.
[INJURY NEWS] Fit - Muñoz has been a regular starter and is expected to be available.
33. Sepp van den Berg (Brentford, £4.5m)
[STATS] PPG: 3.2, Form: 3.2, Total Points: 68, Minutes: 1853, Clean Sheets: 4, Goals Conceded: 29, Bonus: 3, BPS: 253, ICT: 67.7, Ownership: 0.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.533 (Embedding: 0.688, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Sepp van den Berg offers a budget-friendly defensive option with consistent minutes and a decent FPL points-per-game average, making him a solid pick for his price point.
[INJURY NEWS] Fit - Sepp van den Berg is a regular in the defence and is available for selection.
34. Tyrick Mitchell (Crystal Palace, £5.0m)
[STATS] PPG: 2.0, Form: 2.0, Total Points: 94, Minutes: 2308, Clean Sheets: 9, Goals Conceded: 32, Bonus: 5, BPS: 335, ICT: 93.3, Ownership: 2.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.532 (Embedding: 0.687, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Mitchell is a consistent starter at left-back and has shown potential for FPL returns, offering good value against a weaker opponent.
[INJURY NEWS] Fit - Mitchell is a regular in the defense and is expected to be available.
35. Hugo Bueno López (Wolves, £4.3m)
[STATS] PPG: 1.8, Form: 1.8, Total Points: 54, Minutes: 1575, Clean Sheets: 3, Goals Conceded: 27, Bonus: 4, BPS: 216, ICT: 90.9, Ownership: 0.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.528 (Embedding: 0.679, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter in defense with decent FPL potential, offering a budget-friendly double gameweek option.
[INJURY NEWS] Fit - Bueno López is available for selection and has been a regular starter.
36. Gabriel Gudmundsson (Leeds, £3.8m)
[STATS] PPG: 1.4, Form: 1.4, Total Points: 56, Minutes: 2100, Clean Sheets: 4, Goals Conceded: 40, Bonus: 8, BPS: 222, ICT: 82.8, Ownership: 3.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.522 (Embedding: 0.670, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Despite a low PPG, his high bonus points and consistent minutes make him a potential differential, especially given his low price.
[INJURY NEWS] Fit - Gudmundsson has no reported injuries and is available for selection.
37. Maxence Lacroix (Crystal Palace, £5.1m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 116, Minutes: 2340, Clean Sheets: 9, Goals Conceded: 32, Bonus: 7, BPS: 415, ICT: 87.7, Ownership: 6.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.522 (Embedding: 0.670, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Lacroix is a regular starter in defence and has a good underlying statistical profile, making him a reliable option.
[INJURY NEWS] Fit - Lacroix is a key defender and has played consistently, indicating availability.
38. Reinildo Mandava (Sunderland, £3.8m)
[STATS] PPG: 2.8, Form: 2.8, Total Points: 51, Minutes: 1427, Clean Sheets: 4, Goals Conceded: 20, Bonus: 5, BPS: 181, ICT: 41.8, Ownership: 3.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.519 (Embedding: 0.664, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A budget-friendly defender who has featured regularly and can contribute with clean sheets.
[INJURY NEWS] Fit - Reinildo Mandava has 100.0% availability and has not been listed with any injury concerns.
39. William Saliba (Arsenal, £6.1m)
[STATS] PPG: 3.7, Form: 3.7, Total Points: 83, Minutes: 1714, Clean Sheets: 10, Goals Conceded: 12, Bonus: 4, BPS: 370, ICT: 48.3, Ownership: 14.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.515 (Embedding: 0.659, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A key defender for Arsenal, Saliba is expected to start both games and contribute to clean sheets, making him a solid defensive option.
[INJURY NEWS] Fit - Saliba is a regular starter and should be available for both matches.
40. Matty Cash (Aston Villa, £4.9m)
[STATS] PPG: 2.4, Form: 2.4, Total Points: 99, Minutes: 2131, Clean Sheets: 7, Goals Conceded: 22, Bonus: 6, BPS: 367, ICT: 103.3, Ownership: 11.5%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.511 (Embedding: 0.652, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Cash is a regular starter at right-back, offering attacking threat and defensive contributions, making him a solid option against Brighton.
[INJURY NEWS] Fit - Matty Cash is available for selection.
MID
1. Florian Wirtz (Liverpool, £8.4m)
[STATS] PPG: 5.8, Form: 5.8, Total Points: 100, Minutes: 1850, Goals: 4, Assists: 3, Bonus: 16, BPS: 412, ICT: 162.1, Ownership: 13.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.636 (Embedding: 0.727, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - A high-scoring midfielder with excellent FPL potential, consistently delivering goals and assists.
[INJURY NEWS] Fit - Florian Wirtz is available for selection.
2. Xavi Simons (Spurs, £6.5m)
[STATS] PPG: 3.0, Form: 3.0, Total Points: 59, Minutes: 1370, Goals: 1, Assists: 4, Bonus: 5, BPS: 272, ICT: 88.2, Ownership: 1.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.634 (Embedding: 0.723, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Simons is a creative playmaker with a high FPL ceiling, offering goals and assists, and is a strong pick against Newcastle.
[INJURY NEWS] Fit - Simons has 100% availability and is fit for selection.
3. Bruno Guimarães Rodriguez Moura (Newcastle, £7.0m)
[STATS] PPG: 3.4, Form: 3.4, Total Points: 134, Minutes: 2019, Goals: 9, Assists: 6, Bonus: 19, BPS: 584, ICT: 168.3, Ownership: 12.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.633 (Embedding: 0.722, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Newcastle's primary FPL asset, consistently delivering points through goals, assists, and bonus points.
[INJURY NEWS] Fit - Bruno Guimarães has no reported injuries and is available for selection.
4. Cole Palmer (Chelsea, £10.6m)
[STATS] PPG: 8.6, Form: 8.6, Total Points: 79, Minutes: 993, Goals: 8, Assists: 2, Bonus: 7, BPS: 272, ICT: 89.3, Ownership: 14.9%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.631 (Embedding: 0.719, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Palmer is Chelsea's talisman, in exceptional form, and the primary source of goals and assists, making him essential.
[INJURY NEWS] Fit - Cole Palmer is available for selection.
5. Mohamed Salah (Liverpool, £14.0m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 82, Minutes: 1536, Goals: 4, Assists: 6, Bonus: 5, BPS: 259, ICT: 150.5, Ownership: 14.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.620 (Embedding: 0.700, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Despite the price, Salah remains Liverpool's primary attacking threat and a consistent FPL points scorer.
[INJURY NEWS] Fit - Mohamed Salah is available for selection.
6. Phil Foden (Man City, £8.2m)
[STATS] PPG: 1.6, Form: 1.6, Total Points: 108, Minutes: 1713, Goals: 7, Assists: 3, Bonus: 10, BPS: 465, ICT: 160.3, Ownership: 10.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.620 (Embedding: 0.700, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Foden is in excellent form, a regular starter, and a key attacking threat for Man City, making him a top FPL asset.
[INJURY NEWS] Fit - Foden is available for selection.
7. Bruno Borges Fernandes (Man Utd, £9.8m)
[STATS] PPG: 7.4, Form: 7.4, Total Points: 143, Minutes: 1985, Goals: 6, Assists: 12, Bonus: 25, BPS: 631, ICT: 232.5, Ownership: 36.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.619 (Embedding: 0.699, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Fernandes is Man Utd's primary FPL asset, consistently delivering points through goals, assists, and bonuses, and is essential for any United-heavy FPL team.
[INJURY NEWS] Fit - Fernandes is available for selection and has no reported injury concerns.
8. Morgan Gibbs-White (Nott'm Forest, £7.3m)
[STATS] PPG: 4.4, Form: 4.4, Total Points: 103, Minutes: 2208, Goals: 6, Assists: 2, Bonus: 8, BPS: 409, ICT: 145.8, Ownership: 3.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.614 (Embedding: 0.690, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - High FPL points, consistent returns, and key attacking threat for Forest make him a top pick.
[INJURY NEWS] Fit - Gibbs-White is available for selection.
9. Rodrigo 'Rodri' Hernandez Cascante (Man City, £6.3m)
[STATS] PPG: 3.2, Form: 3.2, Total Points: 35, Minutes: 883, Goals: 0, Assists: 0, Bonus: 1, BPS: 192, ICT: 47.4, Ownership: 0.5%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.613 (Embedding: 0.688, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Rodri is a guaranteed starter, a penalty taker, and a consistent FPL points scorer, making him essential for Man City's midfield.
[INJURY NEWS] Fit - Rodri is available for selection.
10. João Victor Gomes da Silva (Wolves, £5.3m)
[STATS] PPG: 2.7, Form: 2.7, Total Points: 67, Minutes: 2024, Goals: 0, Assists: 0, Bonus: 1, BPS: 342, ICT: 73.3, Ownership: 0.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.606 (Embedding: 0.676, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - A consistent starter in midfield with high FPL potential through his all-round contributions, making him a strong pick for the double gameweek.
[INJURY NEWS] Fit - Gomes da Silva is available for selection and has been a consistent starter.
11. Bukayo Saka (Arsenal, £9.8m)
[STATS] PPG: 0.7, Form: 0.7, Total Points: 102, Minutes: 1563, Goals: 4, Assists: 7, Bonus: 10, BPS: 396, ICT: 161.7, Ownership: 7.7%, Availability: 50.0%
[HYBRID EMBEDDING SCORE] 0.600 (Embedding: 0.667, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Despite a slight dip in form, Saka is Arsenal's talisman, on penalties, and a key player in a double gameweek, making him essential.
[INJURY NEWS] Minor doubt - Bukayo Saka has a minor knock but is expected to be available for at least one of the fixtures, with potential for rotation.
12. Antoine Semenyo (Man City, £7.9m)
[STATS] PPG: 6.6, Form: 6.6, Total Points: 153, Minutes: 2250, Goals: 13, Assists: 6, Bonus: 17, BPS: 490, ICT: 187.5, Ownership: 49.5%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.598 (Embedding: 0.664, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Semenyo is Man City's top scorer and has a strong record against weaker opposition, making him a prime candidate for goals against Fulham.
[INJURY NEWS] Fit - Semenyo is fully fit and available for selection.
13. Morgan Rogers (Aston Villa, £7.6m)
[STATS] PPG: 4.8, Form: 4.8, Total Points: 125, Minutes: 2317, Goals: 8, Assists: 5, Bonus: 13, BPS: 433, ICT: 169.8, Ownership: 30.5%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.571 (Embedding: 0.618, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Rogers is a key attacking midfielder for Aston Villa, consistently delivering goals and assists, and is a strong pick against Brighton.
[INJURY NEWS] Fit - Morgan Rogers is available for selection.
14. Brenden Aaronson (Leeds, £5.4m)
[STATS] PPG: 2.8, Form: 2.8, Total Points: 98, Minutes: 1653, Goals: 4, Assists: 6, Bonus: 5, BPS: 343, ICT: 108.1, Ownership: 0.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.556 (Embedding: 0.727, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A key attacking midfielder with good FPL potential, offering goals and assists.
[INJURY NEWS] Fit - Aaronson has no reported injuries and is available for selection.
15. Alex Scott (Bournemouth, £5.0m)
[STATS] PPG: 5.6, Form: 5.6, Total Points: 90, Minutes: 1858, Goals: 2, Assists: 2, Bonus: 6, BPS: 391, ICT: 81.3, Ownership: 0.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.555 (Embedding: 0.725, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A dynamic midfielder who is a regular starter and contributes with goals and assists.
[INJURY NEWS] Fit - Scott has 100.0% availability and has played consistently, indicating he is fit.
16. Tomáš Souček (West Ham, £5.7m)
[STATS] PPG: 3.8, Form: 3.8, Total Points: 61, Minutes: 1166, Goals: 3, Assists: 2, Bonus: 6, BPS: 238, ICT: 68.4, Ownership: 0.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.552 (Embedding: 0.720, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent performer with goal threat and bonus point potential, offering good value in midfield.
[INJURY NEWS] Fit - Tomáš Souček is available for selection.
17. Carlos Baleba (Brighton, £4.5m)
[STATS] PPG: 2.2, Form: 2.2, Total Points: 36, Minutes: 1179, Goals: 0, Assists: 0, Bonus: 0, BPS: 141, ICT: 20.4, Ownership: 1.5%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.550 (Embedding: 0.716, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent starter in midfield who offers defensive stability and has a reasonable FPL points per game.
[INJURY NEWS] Fit - Baleba is available for selection and has not been reported as injured.
18. Wilson Odobert (Spurs, £5.3m)
[STATS] PPG: 2.6, Form: 2.6, Total Points: 46, Minutes: 972, Goals: 0, Assists: 2, Bonus: 6, BPS: 176, ICT: 67.6, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.549 (Embedding: 0.715, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Odobert has shown good form and attacking intent, making him a potential FPL asset.
[INJURY NEWS] Fit - Odobert has 100% availability and is fit for selection.
19. Noah Okafor (Leeds, £5.5m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 67, Minutes: 1266, Goals: 4, Assists: 2, Bonus: 3, BPS: 228, ICT: 77.7, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.549 (Embedding: 0.715, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A promising forward with good FPL potential, offering goals and decent returns.
[INJURY NEWS] Fit - Okafor has no reported injuries and is available for selection.
20. Cody Gakpo (Liverpool, £7.3m)
[STATS] PPG: 2.6, Form: 2.6, Total Points: 89, Minutes: 1742, Goals: 5, Assists: 3, Bonus: 5, BPS: 330, ICT: 144.7, Ownership: 5.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.549 (Embedding: 0.715, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A versatile attacker who can score and assist, offering good FPL potential when starting.
[INJURY NEWS] Fit - Cody Gakpo is available for selection.
21. Ilia Gruev (Leeds, £4.7m)
[STATS] PPG: 3.8, Form: 3.8, Total Points: 47, Minutes: 1020, Goals: 0, Assists: 4, Bonus: 3, BPS: 221, ICT: 37.9, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.548 (Embedding: 0.714, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent starter in midfield with a decent FPL output, contributing assists.
[INJURY NEWS] Fit - Gruev has no reported injuries and is available for selection.
22. Lewis Cook (Bournemouth, £4.9m)
[STATS] PPG: 3.2, Form: 3.2, Total Points: 38, Minutes: 870, Goals: 0, Assists: 1, Bonus: 0, BPS: 184, ICT: 40.4, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.547 (Embedding: 0.712, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter in midfield who can contribute with assists and bonus points.
[INJURY NEWS] Fit - Cook has 100.0% availability and has played a significant number of minutes, indicating he is fit.
23. Amine Adli (Bournemouth, £5.4m)
[STATS] PPG: 6.6, Form: 6.6, Total Points: 55, Minutes: 833, Goals: 3, Assists: 2, Bonus: 4, BPS: 201, ICT: 65.2, Ownership: 0.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.544 (Embedding: 0.707, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A creative midfielder with a good FPL points-per-game record who is a regular starter.
[INJURY NEWS] Fit - Adli has 100.0% availability and has played a significant number of minutes, indicating he is fit.
24. Elliot Anderson (Nott'm Forest, £5.4m)
[STATS] PPG: 5.2, Form: 5.2, Total Points: 113, Minutes: 2340, Goals: 1, Assists: 3, Bonus: 7, BPS: 520, ICT: 147.0, Ownership: 5.9%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.543 (Embedding: 0.705, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - High FPL points per game and consistent minutes, offering good value in midfield.
[INJURY NEWS] Fit - Anderson is available for selection.
25. Mathys Tel (Spurs, £6.2m)
[STATS] PPG: 1.2, Form: 1.2, Total Points: 48, Minutes: 621, Goals: 3, Assists: 1, Bonus: 5, BPS: 150, ICT: 48.1, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.543 (Embedding: 0.705, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Tel has shown flashes of attacking talent and could be a differential pick if he secures a starting role.
[INJURY NEWS] Fit - Tel has 100% availability and is fit for selection.
26. Ethan Ampadu (Leeds, £4.9m)
[STATS] PPG: 3.4, Form: 3.4, Total Points: 78, Minutes: 2039, Goals: 1, Assists: 1, Bonus: 5, BPS: 371, ICT: 70.5, Ownership: 0.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.541 (Embedding: 0.702, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent starter in midfield with a solid FPL output, contributing defensively and offensively.
[INJURY NEWS] Fit - Ampadu has no reported injuries and is available for selection.
27. Declan Rice (Arsenal, £7.6m)
[STATS] PPG: 2.7, Form: 2.7, Total Points: 138, Minutes: 2145, Goals: 4, Assists: 7, Bonus: 18, BPS: 590, ICT: 171.6, Ownership: 35.5%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.541 (Embedding: 0.701, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent performer with a good FPL base score, Rice offers clean sheet potential and occasional attacking returns, making him a solid choice for the double gameweek.
[INJURY NEWS] Fit - Declan Rice is a crucial player and is expected to be available for both matches.
28. Matheus Santos Carneiro da Cunha (Man Utd, £8.1m)
[STATS] PPG: 5.4, Form: 5.4, Total Points: 93, Minutes: 1627, Goals: 6, Assists: 2, Bonus: 10, BPS: 372, ICT: 130.5, Ownership: 8.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.539 (Embedding: 0.699, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Cunha offers a good blend of goals and assists from midfield and is a strong FPL option.
[INJURY NEWS] Fit - Cunha is available for selection and has no reported injury concerns.
29. Pascal Groß (Brighton, £5.5m)
[STATS] PPG: 4.2, Form: 4.2, Total Points: 23, Minutes: 556, Goals: 1, Assists: 0, Bonus: 4, BPS: 121, ICT: 44.2, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.539 (Embedding: 0.698, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A key creative player for Brighton, capable of assists and set-piece threat, but his FPL points per game are moderate.
[INJURY NEWS] Fit - Groß is available for selection and has not been reported as injured.
30. Georginio Rutter (Brighton, £5.6m)
[STATS] PPG: 1.0, Form: 1.0, Total Points: 65, Minutes: 1502, Goals: 2, Assists: 4, Bonus: 2, BPS: 213, ICT: 86.0, Ownership: 0.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.537 (Embedding: 0.695, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter with a decent FPL points per game, offering some attacking threat and potential for assists.
[INJURY NEWS] Fit - Rutter is available for selection and has not been reported as injured.
31. Bernardo Mota Veiga de Carvalho e Silva (Man City, £6.2m)
[STATS] PPG: 4.0, Form: 4.0, Total Points: 66, Minutes: 1898, Goals: 1, Assists: 4, Bonus: 1, BPS: 338, ICT: 91.8, Ownership: 0.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.537 (Embedding: 0.694, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Bernardo is a consistent starter who contributes with goals and assists, offering a solid FPL option.
[INJURY NEWS] Fit - Bernardo is available for selection.
32. David Brooks (Bournemouth, £5.0m)
[STATS] PPG: 0.2, Form: 0.2, Total Points: 44, Minutes: 945, Goals: 1, Assists: 2, Bonus: 4, BPS: 172, ICT: 85.8, Ownership: 0.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.536 (Embedding: 0.694, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Has shown flashes of form and could be a differential pick if he secures regular starts.
[INJURY NEWS] Fit - Brooks has 100.0% availability and has played a reasonable number of minutes, indicating he is fit.
33. Iliman Ndiaye (Everton, £6.2m)
[STATS] PPG: 3.0, Form: 3.0, Total Points: 88, Minutes: 1703, Goals: 5, Assists: 2, Bonus: 5, BPS: 361, ICT: 112.8, Ownership: 3.9%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.535 (Embedding: 0.692, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Ndiaye has shown good FPL potential with 5 goals and a decent PPG, making him an interesting mid-priced option.
[INJURY NEWS] Fit - Ndiaye is available for selection and has been a regular in the squad.
34. Enzo Fernández (Chelsea, £6.9m)
[STATS] PPG: 5.2, Form: 5.2, Total Points: 118, Minutes: 2144, Goals: 8, Assists: 3, Bonus: 14, BPS: 500, ICT: 192.3, Ownership: 22.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.535 (Embedding: 0.691, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Fernández is a key midfielder who contributes with goals and assists, and is a reliable FPL asset.
[INJURY NEWS] Fit - Enzo Fernández is available for selection.
35. Lesley Ugochukwu (Burnley, £5.0m)
[STATS] PPG: 3.2, Form: 3.2, Total Points: 77, Minutes: 1710, Goals: 3, Assists: 2, Bonus: 5, BPS: 284, ICT: 66.5, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.534 (Embedding: 0.691, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A solid midfielder with a decent FPL points per game and consistent minutes, offering a reliable option.
[INJURY NEWS] Fit - Lesley Ugochukwu is available for selection with no reported injuries.
36. Estêvão Almeida de Oliveira Gonçalves (Chelsea, £6.4m)
[STATS] PPG: 3.2, Form: 3.2, Total Points: 55, Minutes: 738, Goals: 2, Assists: 5, Bonus: 4, BPS: 169, ICT: 67.7, Ownership: 2.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.534 (Embedding: 0.690, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Estêvão has shown promise with assists and goals, offering good value at his price point.
[INJURY NEWS] Fit - Estêvão Almeida de Oliveira Gonçalves is available for selection.
37. Yankuba Minteh (Brighton, £5.6m)
[STATS] PPG: 1.0, Form: 1.0, Total Points: 84, Minutes: 1634, Goals: 1, Assists: 8, Bonus: 6, BPS: 314, ICT: 121.7, Ownership: 2.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.533 (Embedding: 0.689, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A dynamic winger who can provide assists and occasional goals, offering good value for his price point.
[INJURY NEWS] Fit - Minteh is available for selection and has not been reported as injured.
38. Diego Gómez Amarilla (Brighton, £4.9m)
[STATS] PPG: 1.4, Form: 1.4, Total Points: 59, Minutes: 1512, Goals: 3, Assists: 0, Bonus: 5, BPS: 248, ICT: 84.7, Ownership: 0.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.533 (Embedding: 0.688, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A regular starter with a decent FPL points per game, offering some goal threat and bonus point potential.
[INJURY NEWS] Fit - Gómez Amarilla is available for selection and has not been reported as injured.
39. Ryan Gravenberch (Liverpool, £5.5m)
[STATS] PPG: 3.4, Form: 3.4, Total Points: 111, Minutes: 2118, Goals: 4, Assists: 4, Bonus: 13, BPS: 504, ICT: 102.0, Ownership: 4.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.532 (Embedding: 0.687, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - An increasingly influential midfielder offering goals and assists, with good FPL potential.
[INJURY NEWS] Fit - Ryan Gravenberch is available for selection.
40. Bryan Mbeumo (Man Utd, £8.6m)
[STATS] PPG: 7.0, Form: 7.0, Total Points: 109, Minutes: 1809, Goals: 9, Assists: 2, Bonus: 15, BPS: 401, ICT: 175.2, Ownership: 22.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.532 (Embedding: 0.687, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Mbeumo is a consistent performer with good FPL returns and a decent fixture, making him a solid midfield option.
[INJURY NEWS] Fit - Mbeumo has no reported injuries and is expected to be available for selection.
41. Vitaly Janelt (Brentford, £4.9m)
[STATS] PPG: 3.4, Form: 3.4, Total Points: 69, Minutes: 1208, Goals: 1, Assists: 4, Bonus: 6, BPS: 300, ICT: 72.3, Ownership: 0.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.532 (Embedding: 0.687, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent starter who offers some FPL potential through his all-round play, though goals against Arsenal are unlikely.
[INJURY NEWS] Fit - Vitaly Janelt is available for selection and has been a regular starter.
42. Marcus Edwards (Burnley, £4.7m)
[STATS] PPG: 4.0, Form: 4.0, Total Points: 41, Minutes: 777, Goals: 1, Assists: 3, Bonus: 2, BPS: 149, ICT: 57.3, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.532 (Embedding: 0.686, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Shows promise with good FPL points per game and attacking contributions, making him a potential differential.
[INJURY NEWS] Fit - Marcus Edwards is available for selection with no reported injuries.
43. Archie Gray (Spurs, £4.8m)
[STATS] PPG: 3.0, Form: 3.0, Total Points: 42, Minutes: 927, Goals: 2, Assists: 0, Bonus: 6, BPS: 159, ICT: 36.5, Ownership: 0.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.531 (Embedding: 0.686, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Gray has impressed with his FPL output and could be a good budget-friendly option if he continues to start.
[INJURY NEWS] Fit - Gray has 100% availability and is fit for selection.
44. Yéremy Pino Santos (Crystal Palace, £5.8m)
[STATS] PPG: 2.6, Form: 2.6, Total Points: 61, Minutes: 1625, Goals: 2, Assists: 1, Bonus: 3, BPS: 249, ICT: 112.5, Ownership: 0.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.531 (Embedding: 0.685, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Pino has shown good underlying stats and potential for FPL points, making him a decent option against Burnley.
[INJURY NEWS] Fit - Pino Santos has been a regular starter and is expected to be available.
45. Jaidon Anthony (Burnley, £5.0m)
[STATS] PPG: 3.0, Form: 3.0, Total Points: 84, Minutes: 1665, Goals: 6, Assists: 2, Bonus: 6, BPS: 334, ICT: 109.7, Ownership: 1.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.530 (Embedding: 0.683, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent performer with decent FPL points per game, he offers an attacking threat from midfield.
[INJURY NEWS] Fit - Jaidon Anthony is available for selection with no reported injuries.
46. Eberechi Eze (Arsenal, £7.2m)
[STATS] PPG: 0.7, Form: 0.7, Total Points: 71, Minutes: 1123, Goals: 4, Assists: 3, Bonus: 6, BPS: 274, ICT: 73.9, Ownership: 7.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.530 (Embedding: 0.683, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A creative midfielder with a good FPL record, Eze is a strong pick for the double gameweek, especially if he is on set-piece duty.
[INJURY NEWS] Fit - Eberechi Eze is available for selection and is expected to feature.
47. Pedro Lomba Neto (Chelsea, £7.0m)
[STATS] PPG: 2.2, Form: 2.2, Total Points: 99, Minutes: 1982, Goals: 5, Assists: 4, Bonus: 6, BPS: 426, ICT: 145.7, Ownership: 4.9%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.530 (Embedding: 0.683, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Neto has shown flashes of brilliance and can be a good differential option, especially if he's on set pieces.
[INJURY NEWS] Fit - Pedro Lomba Neto is available for selection.
48. Anthony Gordon (Newcastle, £7.2m)
[STATS] PPG: 3.2, Form: 3.2, Total Points: 66, Minutes: 1304, Goals: 3, Assists: 4, Bonus: 4, BPS: 234, ICT: 93.4, Ownership: 2.1%, Availability: 75.0%
[HYBRID EMBEDDING SCORE] 0.529 (Embedding: 0.681, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A key attacking threat for Newcastle, capable of FPL returns despite the tough fixture.
[INJURY NEWS] Minor doubt - Anthony Gordon has a 75% availability, suggesting a minor issue or recent return.
49. Harry Wilson (Fulham, £6.0m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 120, Minutes: 1925, Goals: 8, Assists: 6, Bonus: 16, BPS: 465, ICT: 142.0, Ownership: 20.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.528 (Embedding: 0.680, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Despite the tough fixture, Wilson is Fulham's primary attacking threat and has a good record for FPL points when playing.
[INJURY NEWS] Fit - Harry Wilson is a key attacking player and has played consistently, indicating he is fit.
50. Pape Matar Sarr (Spurs, £4.5m)
[STATS] PPG: 2.2, Form: 2.2, Total Points: 53, Minutes: 928, Goals: 2, Assists: 3, Bonus: 2, BPS: 214, ICT: 45.0, Ownership: 0.9%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.526 (Embedding: 0.677, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Sarr is a dynamic midfielder who can contribute with goals and assists, offering good FPL potential.
[INJURY NEWS] Fit - Sarr has 100% availability and is fit for selection.
FWD
1. Hugo Ekitiké (Liverpool, £8.9m)
[STATS] PPG: 4.0, Form: 4.0, Total Points: 104, Minutes: 1509, Goals: 10, Assists: 2, Bonus: 19, BPS: 362, ICT: 129.9, Ownership: 25.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.642 (Embedding: 0.737, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - A prolific goalscorer who is in excellent form and a consistent FPL points earner.
[INJURY NEWS] Fit - Hugo Ekitiké is available for selection.
2. Dominic Calvert-Lewin (Leeds, £5.9m)
[STATS] PPG: 2.6, Form: 2.6, Total Points: 102, Minutes: 1663, Goals: 10, Assists: 2, Bonus: 16, BPS: 332, ICT: 123.9, Ownership: 11.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.626 (Embedding: 0.711, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - A proven goalscorer with excellent FPL returns and a strong record, making him a top pick.
[INJURY NEWS] Fit - Calvert-Lewin has no reported injuries and is available for selection.
3. Viktor Gyökeres (Arsenal, £8.8m)
[STATS] PPG: 3.7, Form: 3.7, Total Points: 76, Minutes: 1572, Goals: 8, Assists: 0, Bonus: 8, BPS: 273, ICT: 100.4, Ownership: 13.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.613 (Embedding: 0.688, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Gyökeres is in excellent form, a guaranteed starter, and a primary goal threat for Arsenal, making him a top pick for the double gameweek.
[INJURY NEWS] Fit - Viktor Gyökeres is a key striker and is expected to be available for both fixtures.
4. Igor Thiago Nascimento Rodrigues (Brentford, £7.0m)
[STATS] PPG: 2.6, Form: 2.6, Total Points: 133, Minutes: 2202, Goals: 17, Assists: 1, Bonus: 18, BPS: 532, ICT: 183.0, Ownership: 30.0%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.606 (Embedding: 0.677, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Brentford's top scorer and a consistent FPL performer, he is the standout option despite the tough fixture against Arsenal.
[INJURY NEWS] Fit - Igor Thiago Nascimento Rodrigues is the primary striker and is available for selection.
5. Erling Haaland (Man City, £14.9m)
[STATS] PPG: 4.8, Form: 4.8, Total Points: 187, Minutes: 2143, Goals: 22, Assists: 6, Bonus: 34, BPS: 757, ICT: 230.5, Ownership: 68.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.605 (Embedding: 0.675, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - Haaland is Man City's main goal threat, in excellent form, and a guaranteed starter, making him a must-have captaincy option.
[INJURY NEWS] Fit - Haaland is fit and available for selection.
6. João Pedro Junqueira de Jesus (Chelsea, £7.7m)
[STATS] PPG: 9.6, Form: 9.6, Total Points: 132, Minutes: 1887, Goals: 10, Assists: 8, Bonus: 24, BPS: 529, ICT: 155.5, Ownership: 45.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.589 (Embedding: 0.648, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - João Félix is Chelsea's top scorer and creator, in excellent form, and a must-have for this fixture.
[INJURY NEWS] Fit - João Pedro Junqueira de Jesus is available for selection.
7. Jarrod Bowen (West Ham, £7.6m)
[STATS] PPG: 6.0, Form: 6.0, Total Points: 120, Minutes: 2329, Goals: 8, Assists: 4, Bonus: 21, BPS: 468, ICT: 153.0, Ownership: 8.6%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.588 (Embedding: 0.647, Keyword Bonus: +0.500)
[EXPERT INSIGHTS] Must-have - West Ham's talisman, in excellent form with consistent FPL returns, making him a top captaincy candidate.
[INJURY NEWS] Fit - Jarrod Bowen is available for selection.
8. Junior Kroupi (Bournemouth, £4.7m)
[STATS] PPG: 2.6, Form: 2.6, Total Points: 67, Minutes: 868, Goals: 8, Assists: 0, Bonus: 7, BPS: 308, ICT: 78.2, Ownership: 7.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.561 (Embedding: 0.736, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A proven goalscorer who is a regular starter and offers good value.
[INJURY NEWS] Fit - Kroupi has 100.0% availability and has played a significant number of minutes, indicating he is fit.
9. Danny Welbeck (Brighton, £6.1m)
[STATS] PPG: 1.6, Form: 1.6, Total Points: 73, Minutes: 1444, Goals: 8, Assists: 0, Bonus: 8, BPS: 281, ICT: 93.6, Ownership: 3.7%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.554 (Embedding: 0.724, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A proven goalscorer when fit, but his minutes can be inconsistent, making him a differential pick with potential.
[INJURY NEWS] Fit - Welbeck is available for selection and has not been reported as injured.
10. Mateus Mané (Wolves, £4.6m)
[STATS] PPG: 1.7, Form: 1.7, Total Points: 44, Minutes: 896, Goals: 2, Assists: 2, Bonus: 6, BPS: 182, ICT: 56.2, Ownership: 3.1%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.552 (Embedding: 0.719, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent FPL point scorer with goals and assists, he is a strong candidate for the double gameweek, especially given his ownership.
[INJURY NEWS] Fit - Mané is available for selection and has been a regular starter.
11. Wilson Isidor (Sunderland, £5.1m)
[STATS] PPG: 0.8, Form: 0.8, Total Points: 54, Minutes: 1001, Goals: 4, Assists: 0, Bonus: 7, BPS: 179, ICT: 55.8, Ownership: 1.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.539 (Embedding: 0.698, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A forward who has shown goal-scoring ability and decent FPL returns despite inconsistent minutes.
[INJURY NEWS] Fit - Wilson Isidor has 100.0% availability and has not been listed with any injury concerns.
12. Thierno Barry (Everton, £5.7m)
[STATS] PPG: 4.6, Form: 4.6, Total Points: 65, Minutes: 1486, Goals: 5, Assists: 0, Bonus: 5, BPS: 189, ICT: 72.7, Ownership: 1.2%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.534 (Embedding: 0.690, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Barry is Everton's top scorer with 5 goals and has a strong FPL points per game, making him a good attacking option.
[INJURY NEWS] Fit - Barry is available for selection and has been scoring goals.
13. Benjamin Sesko (Man Utd, £7.2m)
[STATS] PPG: 3.2, Form: 3.2, Total Points: 71, Minutes: 1099, Goals: 6, Assists: 2, Bonus: 12, BPS: 229, ICT: 97.9, Ownership: 3.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.534 (Embedding: 0.690, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Sesko is a consistent goal threat for United and offers good FPL potential, especially against weaker defenses.
[INJURY NEWS] Fit - Sesko is available for selection and has no reported injury concerns.
14. Francisco Evanilson de Lima Barbosa (Bournemouth, £7.0m)
[STATS] PPG: 3.0, Form: 3.0, Total Points: 77, Minutes: 1816, Goals: 5, Assists: 3, Bonus: 5, BPS: 274, ICT: 113.6, Ownership: 2.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.533 (Embedding: 0.688, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A key attacking threat for Bournemouth who consistently delivers FPL points.
[INJURY NEWS] Fit - Evanilson de Lima Barbosa has 100.0% availability and has played consistently, indicating he is fit.
15. Tolu Arokodare (Wolves, £5.4m)
[STATS] PPG: 2.5, Form: 2.5, Total Points: 47, Minutes: 1018, Goals: 2, Assists: 1, Bonus: 4, BPS: 146, ICT: 63.2, Ownership: 0.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.531 (Embedding: 0.686, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A promising forward option who has shown FPL potential with goals and assists, making him a good differential for the double gameweek.
[INJURY NEWS] Fit - Arokodare is available for selection and has been a regular starter.
16. Brian Brobbey (Sunderland, £5.5m)
[STATS] PPG: 4.2, Form: 4.2, Total Points: 61, Minutes: 1124, Goals: 5, Assists: 1, Bonus: 8, BPS: 220, ICT: 57.2, Ownership: 1.3%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.531 (Embedding: 0.686, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A strong forward option with good goal-scoring form and FPL returns, making him a threat even against tough opposition.
[INJURY NEWS] Fit - Brian Brobbey has 100.0% availability and has not been listed with any injury concerns.
17. Lukas Nmecha (Leeds, £5.0m)
[STATS] PPG: 3.6, Form: 3.6, Total Points: 60, Minutes: 683, Goals: 6, Assists: 1, Bonus: 8, BPS: 214, ICT: 61.0, Ownership: 0.5%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.528 (Embedding: 0.681, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A strong FPL option with good goal-scoring form and decent FPL returns, offering value.
[INJURY NEWS] Fit - Nmecha has no reported injuries and is available for selection.
18. Charalampos Kostoulas (Brighton, £4.8m)
[STATS] PPG: 2.4, Form: 2.4, Total Points: 30, Minutes: 292, Goals: 2, Assists: 1, Bonus: 3, BPS: 117, ICT: 40.1, Ownership: 0.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.527 (Embedding: 0.679, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Has shown promise with goals and assists in limited minutes, making him a potential budget option.
[INJURY NEWS] Fit - Kostoulas is available for selection and has not been reported as injured.
19. Lyle Foster (Burnley, £4.9m)
[STATS] PPG: 2.0, Form: 2.0, Total Points: 46, Minutes: 1019, Goals: 3, Assists: 1, Bonus: 4, BPS: 170, ICT: 44.2, Ownership: 0.8%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.522 (Embedding: 0.670, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - A consistent goal threat for Burnley with a reasonable FPL points per game, he is a solid option in attack.
[INJURY NEWS] Fit - Lyle Foster is available for selection with no reported injuries.
20. Igor Jesus Maciel da Cruz (Nott'm Forest, £5.8m)
[STATS] PPG: 3.0, Form: 3.0, Total Points: 59, Minutes: 1426, Goals: 2, Assists: 2, Bonus: 6, BPS: 184, ICT: 71.4, Ownership: 1.4%, Availability: 100.0%
[HYBRID EMBEDDING SCORE] 0.522 (Embedding: 0.670, Keyword Bonus: +0.300)
[EXPERT INSIGHTS] Recommended - Good FPL returns and consistent minutes make him a solid budget forward option.
[INJURY NEWS] Fit - Maciel da Cruz is available for selection.
If a player is injured, suspended or has a low likelihood of playing, you must be careful to check the reasoning behind this and if they are not going to play not select them, since this will result in a loss of points.
Once the squad is selected:
1. Choose a starting 11 based on expected Gameweek 26 performance and the upcoming gameweeks.
2. Rank the 4 substitutes in expected points order: Sub 1 (highest priority), Sub 2, Sub 3, and the backup goalkeeper.
3. Select a captain with the highest expected points and a strong fixture.
4. Select a vice-captain who is a reliable starter with good expected value.
IMPORTANT: For each player selection, provide a clear, detailed reason explaining:
- Why this player was selected (form, fixtures, value, etc.)
- For starting players: Why they are in the starting 11
- For substitutes: Why they are on the bench and their sub order priority
- For captain: Why they are the best captain choice (fixtures, form, reliability)
- For vice-captain: Why they are the best vice-captain choice
Base your reasoning on the latest expert tips, community insights, and statistical analysis you've researched.
FINAL INSTRUCTION: You MUST respond with ONLY the following JSON format. No other text, no markdown, no explanations outside the JSON:
{
"team": {
"captain": "CAPTAIN NAME",
"vice_captain": "VICE CAPTAIN NAME",
"captain_reason": "Detailed explanation of why this player is the best captain choice for this gameweek",
"vice_captain_reason": "Detailed explanation of why this player is the best vice-captain choice for this gameweek",
"total_cost": 99.5,
"bank": 0.0,
"expected_points": 65.0,
"starting": [
{
"name": "Player 1",
"position": "MID",
"price": 8.5,
"team": "Arsenal",
"reason": "Detailed explanation of why this player was selected for the starting 11, including form, fixtures, value, and expert recommendations"
},
...
],
"substitutes": [
{
"name": "Sub 1",
"position": "DEF",
"price": 4.5,
"team": "Brentford",
"sub_order": 1,
"reason": "Detailed explanation of why this player is on the bench, their sub order priority, and when they would be most useful"
},
{
"name": "Sub 2",
"position": "MID",
"price": 5.0,
"team": "Burnley",
"sub_order": 2,
"reason": "Detailed explanation of why this player is on the bench, their sub order priority, and when they would be most useful"
},
{
"name": "Sub 3",
"position": "FWD",
"price": 5.5,
"team": "Wolves",
"sub_order": 3,
"reason": "Detailed explanation of why this player is on the bench, their sub order priority, and when they would be most useful"
},
{
"name": "Backup Goalkeeper",
"position": "GK",
"price": 4.0,
"team": "Sheffield Utd",
"sub_order": null,
"reason": "Detailed explanation of why this goalkeeper was selected as backup"
}
]
}
}
Ensure the final team meets all FPL constraints before submitting:
* Total cost ≤ £99.5 million
* 15 total players: 2 goalkeepers, 5 defenders, 5 midfielders, 3 forwards
* Max 3 players from any single club
* Valid formation for starting 11 (1GK, 3–5 DEF, 2–5 MID, 1–3 FWD)
Each player must have a detailed, informative reason for their selection.
REMEMBER: Your response must be ONLY valid JSON. No markdown, no explanations, no text outside the JSON structure.
Players like Josh Nichols who are extremely unlikely to play are now filtered out, sparing neurons for the model to focus on those who are more likely to feature. There's clearer guidance and ranking for the model to use too, with these detailed insights in addition to the stats and a clear hierarchy per position, with must-have players coming out on top.
Now passing this to Grok 4 again with the same parameters as before, we get a much better team.
{
"team": {
"captain": "Viktor Gy\u00f6keres",
"vice_captain": "Cole Palmer",
"captain_reason": "Viktor Gy\u00f6keres is selected as captain due to his double gameweek with Arsenal facing Brentford and Wolves, providing two opportunities for points. As Arsenal's primary goal threat with a PPG of 3.7, 8 goals, and expert insights labeling him a must-have for the DGW, he offers high expected returns based on Arsenal's strong defensive record and attacking form. Research from FPL sources emphasizes tripling up on Arsenal for GW26, and his fixtures are favorable for goals against mid-table opposition.",
"vice_captain_reason": "Cole Palmer is chosen as vice-captain for his exceptional form with a PPG of 8.6, 8 goals, and 2 assists, making him Chelsea's talisman. With a favorable home fixture against Leeds, expert insights mark him as a must-have, and community tips highlight his consistency in delivering points through goals, assists, and bonuses, providing reliability if the captain underperforms.",
"total_cost": 99.4,
"bank": 0.1,
"expected_points": 70.0,
"starting": [
{
"name": "Jordan Pickford",
"position": "GK",
"price": 5.6,
"team": "Everton",
"reason": "Pickford is selected for the starting 11 due to his consistent performances with a PPG of 3.6, 9 clean sheets, and high save potential (71 saves). Everton's home fixture against Bournemouth offers good clean sheet odds, and expert recommendations highlight him as a reliable budget option with minimal rotation risk, backed by fixture difficulty analysis showing a favorable matchup."
},
{
"name": "Gabriel dos Santos Magalh\u00e3es",
"position": "DEF",
"price": 7.1,
"team": "Arsenal",
"reason": "Gabriel is in the starting 11 for his double gameweek potential, with Arsenal's strong defense (13 clean sheets overall) and his personal stats (PPG 4.3, 18 bonus points). Expert tips from FPL Scout and Reddit emphasize him as a top Arsenal pick for DGW26 due to set-piece threat and clean sheet likelihood against Brentford and Wolves, with low injury risk and high ownership reflecting community consensus."
},
{
"name": "Ladislav Krejc\u00ed",
"position": "DEF",
"price": 4.5,
"team": "Wolves",
"reason": "Krej\u010d\u00ed is started for his double gameweek against Nott'm Forest and Arsenal, offering value at \u00a34.5m with consistent minutes (1707) and some attacking returns. Research from RotoWire and FPL Geek recommends Wolves defenders for DGW, noting his regular starts and potential for clean sheets or bonuses, despite tougher fixtures, as a budget enabler with good underlying stats."
},
{
"name": "Marc Gu\u00e9hi",
"position": "DEF",
"price": 5.2,
"team": "Man City",
"reason": "Gu\u00e9hi is selected for starting due to Man City's favorable home fixture against Fulham, with high clean sheet potential (9 clean sheets). His PPG of 3.8, bonus points (9), and expert insights from blogs highlight defensive solidity and value, with pre-season form and low rotation risk making him ideal for this gameweek's points accumulation."
},
{
"name": "Declan Rice",
"position": "MID",
"price": 7.6,
"team": "Arsenal",
"reason": "Rice starts for his double gameweek role in Arsenal's midfield, contributing 4 goals and 7 assists with a PPG of 2.7. FPL tips from Premier League and Fantasy Football Hub strongly recommend him as part of the Arsenal triple-up for GW26, citing his clean sheet bonuses, occasional attacking returns, and reliability as a starter with no injury concerns."
},
{
"name": "Jo\u00e3o Victor Gomes da Silva",
"position": "MID",
"price": 5.3,
"team": "Wolves",
"reason": "Gomes is in the starting lineup for his double gameweek, as a nailed-on starter (2024 minutes) with defensive contributions and potential bonuses. Expert predictions from RotoWire and YouTube previews highlight him as a smart DGW pick for Wolves, offering value at \u00a35.3m with consistent points from tackles and interceptions, despite Wolves' form."
},
{
"name": "Cole Palmer",
"position": "MID",
"price": 10.6,
"team": "Chelsea",
"reason": "Palmer is started due to his outstanding form (PPG 8.6, 8 goals, 2 assists) and Chelsea's easy home fixture against Leeds. Community forums and expert blogs label him a must-have with high ownership (14.9%), set-piece duties, and proven FPL returns, minimizing rotation risk and maximizing points potential for GW26 and beyond."
},
{
"name": "Phil Foden",
"position": "MID",
"price": 8.2,
"team": "Man City",
"reason": "Foden is selected for starting given Man City's attacking fixture against Fulham, his form (7 goals, 3 assists), and must-have status per expert insights. With high ICT (160.3) and bonus potential, research from FPL sources recommends him for consistent returns, low injury risk, and strong upcoming fixtures."
},
{
"name": "Bruno Borges Fernandes",
"position": "MID",
"price": 9.8,
"team": "Man Utd",
"reason": "Bruno starts for his elite PPG (7.4), 6 goals, and 12 assists, making him Man Utd's key creator against West Ham. Expert recommendations emphasize his bonus points (25) and penalty duties, with community analysis showing reliability despite the away fixture, and no international absences affecting him."
},
{
"name": "Viktor Gy\u00f6keres",
"position": "FWD",
"price": 8.8,
"team": "Arsenal",
"reason": "Gy\u00f6keres is in the starting 11 for his double gameweek, with 8 goals and high expected minutes. As a must-have per expert insights and FPL previews, his form and Arsenal's attacking strength against Brentford and Wolves provide excellent goal potential, supported by statistical analysis and low rotation risk."
},
{
"name": "Jo\u00e3o Pedro Junqueira de Jesus",
"position": "FWD",
"price": 7.7,
"team": "Chelsea",
"reason": "Jo\u00e3o Pedro starts due to his impressive PPG (9.6), 10 goals, and 8 assists, with Chelsea's favorable fixture against Leeds. Expert tips highlight him as a must-have talisman with set-piece involvement and consistent returns, backed by fixture difficulty ratings and community discussions for optimal value."
}
],
"substitutes": [
{
"name": "Mateus Man\u00e9",
"position": "FWD",
"price": 4.6,
"team": "Wolves",
"sub_order": 1,
"reason": "Man\u00e9 is on the bench as a budget DGW option with potential for goals (2) and assists (2), prioritized as first sub due to his double fixtures providing upside if a starter fails to play. Expert differentials from Never Manage Alone recommend him for low-ownership value, useful in case of rotation or injury in attack."
},
{
"name": "Micky van de Ven",
"position": "DEF",
"price": 4.5,
"team": "Spurs",
"sub_order": 2,
"reason": "Van de Ven is benched for squad depth, offering clean sheet potential (7) and bonus points (10) in Spurs' home game against Newcastle. As second sub, his priority reflects decent expected points if needed, based on expert analysis favoring him for value and minimal risk, ideal for defensive substitutions."
},
{
"name": "James Tarkowski",
"position": "DEF",
"price": 5.7,
"team": "Everton",
"sub_order": 3,
"reason": "Tarkowski is on the bench for his consistent starts and clean sheet contributions (9), with Everton's home fixture against Bournemouth. Ranked third sub due to lower upside compared to DGW players, but useful for defensive cover, as per community insights on his bonus potential and reliability."
},
{
"name": "Mads Hermansen",
"position": "GK",
"price": 4.2,
"team": "West Ham",
"sub_order": null,
"reason": "Hermansen is selected as backup goalkeeper for his low price and solid underlying stats (PPG 2.4, saves), providing cost-effective cover without rotation risk. Expert recommendations note him as a strong budget option, ensuring squad compliance while freeing budget for premiums."
}
]
}
}Once again it makes sensible captaincy decisions picking a double gameweek player. There is also better budget utilisation, which may be a consequence of the improved ranking - although it's hard to attribute that definitively. This time it does select more double gameweek players like, Ladislav Krejcí and João Victor Gomes da Silva, clearly referencing the hints/tips on this, "solid budget option for the double gameweek" and "a consistent starter in midfield with high FPL potential through his all-round contributions, making him a strong pick for the double gameweek". Both were entirely overlooked in the original team building prompt, given they appear alongside 600 other players and it's not explicitly clear they will feature in a double gameweek. The enrichments and rankings now make this much clearer to the model and clearly influence its decision-making.
There are still some overlapping players in both teams, but this time it skipped players like Hollingshead who don't make it through the filtering process and are marked as Avoid. It also skipped midfield starters like Bruno Guimarães (3), Scott (15), Anderson (24) and Enzo Fernandes (34), favouring higher-ranked players like Palmer (4), Foden (6), Bruno Fernandes (7) and Gomes sa Silva (10). This again shows it's leaning on the enrichments and rankings for making its decisions.
This doesn't guarantee better performance - FPL is inherently volatile - but the decision-making process is clearly more structured and informed. The model is now selecting players for coherent, explainable reasons rather than sampling from an undifferentiated pool.
Over a full season, I would expect this structured approach to outperform a naïve prompt - not because the model is smarter, but because the information it receives is better organised and prioritised.
Conclusion
In this project, I've built a robust pipeline for Fantasy Premier League team-building that combines multiple layers of information and intelligent filtering:
- Data enrichment: Player stats, injury context and expert insights are used to build the team with the latest information.
- Scaling and ranking: I rank players by position using embeddings to determine the top players to select.
- Hybrid scoring: I combine embedding similarity with keyword bonuses to account for critical flags like "Must-have" or "Avoid".
- Shortlisting: Only the top-ranked players per position are included in the final prompt, keeping token usage manageable and reasoning focused.
- Team-building: The model receives a curated, high-priority set of players, allowing it to make well-informed selections efficiently.
This approach ensures the model sees a realistic and prioritised player set, improves reasoning quality and mitigates the problems of information overload encountered in earlier iterations.
To see which model is best at FPL I've been running a mini LLM league this season, with each model fighting it out to see which is best. To see which is currently winning, please see FPL Arena. For more details on the methodology and experimental setup, see the project page.