"He's playing the bottom side, back the shots over." It's a common line in player prop betting. But how much does a weak opponent add? Does the player step up, or does his team just take more shots? And do underdogs foul more against big clubs?
We split 209,226 player appearances from 19 European leagues by how strong the opponent finished, compared the same players against strong and weak sides, and checked how much of the change comes from the team.
Data: StatPair match database · 19 European domestic leagues · 2024/25 and 2025/26 seasons · 11,555 league matches · Updated: 25 October 2026
TL;DR
- Shots rise sharply against weak teams: 1.04 per 90 against top-third sides, 1.30 against bottom-third sides (+26%). Shots on target rose by 31%.
- It's the team, not the player. A player's share of his team's shots was 8.6% against top sides and 8.7% against bottom sides. Team shots rose by 25%, player shots per match by 26%: the team explains almost all of it.
- It holds for the same player. For 4,967 players with five or more games against each group, 2+ shots hit 25.9% against top sides and 32.5% against bottom sides.
- Fouls committed don't move: 1.15 per 90 against top sides, 1.14 against bottom sides. Underdogs did not foul more against big clubs.
- Cards go the other way: players were booked in 17.7% of games against top-third sides and 15.2% against bottom-third sides, at the same foul rate.
- Most of the drop is against the top third. Against middle and bottom sides, the gap was much smaller (1.21 against 1.30 shots per 90).
How we measured it
We took every league appearance in 19 European domestic leagues in 2024/25 and 2025/26 and assigned each player to his side from club records, using transfer dates where needed.
Opponent strength is the opponent's final league position that season, built from results in our database. We ranked teams by points per game and split each league into thirds. Across 629 team-seasons, top-third teams averaged 1.83 points per game, middle-third teams 1.29 and bottom-third teams 0.95. We used completed seasons only, so every position comes from a real final table.
The main sample is outfield players with 60+ minutes, which removes most of the minutes risk: 209,226 appearances from 9,500 players. Opponent strength didn't change minutes: 62.9% of outfield appearances reached 60 minutes against both top and bottom sides. Each opponent group was about half home and half away games (50.1% to 50.3% home), so venue doesn't distort the comparison.
Step 1: what changes against strong and weak opponents
| Outfield players, 60+ minutes | vs top third | vs middle third | vs bottom third |
|---|
| Appearances | 73,346 | 69,744 | 66,136 |
| Shots per 90 | 1.04 | 1.21 | 1.30 |
| Shots on target per 90 | 0.34 | 0.41 | 0.45 |
| Fouls committed per 90 | 1.15 | 1.14 | 1.14 |
| Fouls won per 90 | 1.07 | 1.11 | 1.13 |
| Shots 1+ / 2+ | 53.7% / 25.0% | 59.0% / 29.6% | 61.1% / 32.2% |
| Shots on target 1+ | 25.0% | 28.8% | 31.0% |
| Fouls committed 2+ | 29.2% | 28.6% | 28.7% |
| Fouls won 2+ | 26.2% | 27.6% | 28.1% |
| Yellow card | 17.7% | 16.4% | 15.2% |
Attacking stats move a lot. Fouls committed don't move at all.
The gap isn't evenly spread. Going from a top-third opponent to a middle-third one adds 17% to shots per 90; going from middle to bottom adds only about 7%. The top third is the real outlier.
The effect held in both seasons (1.02 against 1.30 shots per 90 in 2024/25, 1.05 against 1.31 in 2025/26), at home (+25%) and away (+28%), and for all 2025/26 starters whatever their minutes (117,856 appearances: 1.05 against 1.30).
Step 2: the same player against strong and weak sides
If strong teams' best shooters faced weak teams more often, pooled numbers could mislead. So we took the 4,967 outfield players with at least five 60-minute games against top-third sides and five against bottom-third sides (116,569 appearances) and compared each with himself.
| Same player | vs top third | vs bottom third | Difference (standard error) | Players higher vs bottom |
|---|
| Shots per 90 | 1.08 | 1.34 | +0.26 (0.01) | 66.9% |
| Shots 2+ | 25.9% | 32.5% | +6.6 pts (0.3) | 58.2% |
| Shots on target 1+ | 25.5% | 31.1% | +5.6 pts (0.3) | 58.6% |
| Share of team shots | 8.8% | 8.7% | −0.0 pts (0.1) | 49.8% |
| Fouls committed per 90 | 1.16 | 1.15 | −0.01 (0.01) | 49.3% |
| Fouls won per 90 | 1.09 | 1.15 | +0.06 (0.01) | 55.7% |
| Yellow card | 17.8% | 15.4% | −2.4 pts (0.2) | 39.9% |
Averages of each player's own figures against each group.
Two in three players shot more often against bottom-third sides. But look at the share row: the same player took the same share of his team's shots against strong and weak opponents, and 49.8% had a higher share against the weak ones. That's a coin flip.
Step 3: how much is the team, and how much the player?
This is the result that matters most for pricing. We split each player's shots into two parts: how many shots his team took, and what share of them were his.
| Outfield players, 60+ minutes | vs top third | vs middle third | vs bottom third | Change, top to bottom |
|---|
| Team shots per match | 11.19 | 13.02 | 13.97 | +25% |
| Player's share of team shots | 8.6% | 8.7% | 8.7% | flat |
| Player shots per match | 0.97 | 1.13 | 1.22 | +26% |
Team shots averaged over the player appearances in each group; 99.9% had team match stats.
The opponent changes how many shots the team takes, not who takes them. Team volume explains roughly 96% of the gap. The share was flat for every position: about 16% for forwards, 10.0% for midfielders and 4.4% for defenders against every group. The idea that a striker "fills his boots" against weak defences finds no support here.
That's inconvenient if you price shots from a player's history against similar opponents. You'd do better to forecast the team's shots and multiply by the player's normal share. Our team total shots guide covers the first half.
Step 4: by position
| Position (vs top / vs bottom third) | Appearances | Shots per 90 | Shots 2+ | Shots on target 1+ | Yellow card |
|---|
| Forwards | 10,707 / 10,025 | 2.05 / 2.52 | 51.8% / 61.6% | 48.7% / 57.2% | 13.5% / 12.1% |
| Midfielders | 32,943 / 29,803 | 1.22 / 1.53 | 29.9% / 38.7% | 28.5% / 35.5% | 17.4% / 15.1% |
| Defenders | 29,688 / 26,307 | 0.51 / 0.63 | 10.0% / 13.6% | 12.5% / 15.9% | 19.6% / 16.5% |
The relative gap is about the same for every position (+23% forwards, +26% midfielders, +25% defenders), as you'd expect if the team drives it. In absolute terms, forwards gain the most. For the same 736 forwards, 2+ shots hit 53.0% against top sides and 62.5% against bottom sides, and 73.4% of them shot more often against bottom-third teams. Fouls committed stayed within 4% for every position.
For the 995 high-volume shooters (2.0+ shots per 90), 3+ shots hit 34.7% against top sides, 43.2% against middle sides and 47.4% against bottom sides (11,490, 11,083 and 10,889 appearances). Shots on target 1+ went from 53.1% to 63.1%.
Step 5: own team strength vs opponent strength
So which matters more: who you are, or who you play? Here are forwards, split by their own team's final third and the opponent's.
| Forwards: shots per 90 (shots 2+) | vs top third | vs middle third | vs bottom third |
|---|
| Top-third team | 2.30 (57.1%) | 2.71 (66.4%) | 2.90 (68.4%) |
| Middle-third team | 1.97 (50.4%) | 2.23 (55.8%) | 2.40 (59.5%) |
| Bottom-third team | 1.86 (47.5%) | 2.12 (52.6%) | 2.22 (56.1%) |
2,887 to 3,837 appearances per cell.
A top team's striker against a bottom side took 2.90 shots per 90, 47% more than a mid-table striker against a top side (1.97). The two effects are about the same size: moving the opponent from top to bottom third adds 0.36 to 0.60 shots per 90, and moving the player's own team from bottom to top third adds 0.44 to 0.68.
A top-team forward against another top team (2.30) shot about as often as a bottom-team forward against another bottom team (2.22). Team shots agree: 12.51 per match in top-against-top games and 12.50 in bottom-against-bottom ones. The pattern was the same for midfielders and defenders.
Step 6: fouls and cards
| Team per match | vs top third | vs middle third | vs bottom third |
|---|
| Fouls committed | 12.35 | 12.27 | 12.24 |
| Yellow cards | 2.25 | 2.10 | 1.97 |
23,226 team-matches.
Teams commit the same number of fouls whoever they play, but they're booked 12% less often against weak sides. For the same 4,967 players, the yellow card rate fell from 17.8% against top sides to 15.4% against bottom sides, with no change in fouls.
The underdog story doesn't hold up. Bottom-third teams committed 12.30 fouls per match against top sides and 12.75 against other bottom sides, and their players were booked in 17.4% and 16.5% of appearances.
The card swing is biggest for top teams. Their players were booked in 18.1% of games against other top sides and 13.6% against bottom sides (1.16 against 1.08 fouls per 90).
Specialists didn't change either. For 1,068 heavy foulers (1.5+ fouls per 90), fouls 2+ hit 50.3% against top sides and 50.6% against bottom sides, while yellow cards fell from 23.5% to 20.6%. For 1,199 players who win 1.5+ fouls per 90, fouls won 2+ hit 53.1% and 54.1%.
What this means for betting
All forwards' 2+ shots line hit 51.8% against top-third sides and 61.6% against bottom-third ones: a fair price of about 1.93 against 1.62.
Because the player's share barely moves, price a shots line as team shots forecast × the player's usual share. If you already rate the matchup through team shots, don't add a second "weak opponent" boost: you'd count the same effect twice. We don't hold bookmaker odds, so we can't say how fully lines adjust; see how bookmakers set player prop lines.
Treat the top third as special
Most of the swing comes from facing a top-third side. For shots props, a mid-table opponent is not much tougher than a relegation side.
Strong against strong: lower expectations for the favourite
An elite striker's season average is built mostly on games against weaker sides, so in big games a line based on that average may be too high. Style matters too; see our tactical matchups guide.
Fouls: ignore opponent strength
"The underdog will have to foul" is not supported for teams, positions or heavy foulers. For what does move fouls, see our fouls betting strategy.
Cards: lean to games against strong teams
Players were booked more often against top-third sides at the same foul rate. Against a bottom-third opponent, a strong team's player is a weaker card bet than his foul count suggests.
Method notes
- Leagues: Premier League, La Liga, Serie A, Bundesliga, Ligue 1, Championship, Segunda División, Serie B, Eredivisie, Primeira Liga, Belgian First Division A, Scottish Premiership, Süper Lig, Greek Super League 1, Danish Superliga, Liga I, Ekstraklasa (2025/26 only), HNL (2025/26 only) and Ligat Ha'al. League matches only, including championship and relegation rounds where a league has them. No cups or European games.
- Excluded: three league-seasons with incomplete coverage (Ekstraklasa and HNL 2024/25, Czech Liga 2025/26).
- Sample: 360,743 player rows in 36 league-seasons; 4,507 (1.2%) couldn't be assigned to a side, and six matches without full player data were dropped. Positions come from current player profiles.
- Opponent strength is the final points per game rank (ties broken by goal difference per game), including the match itself. As a check, we used the previous season's final third for 2025/26 games (80,567 appearances; promoted sides excluded). The shots gap shrank to +19% (1.07 against 1.27 per 90), with team shots up 17%. Last season's table is a weaker guide, but the pattern is the same.
- No xG in StatPair, so attacking output means shots and shots on target. This is a descriptive study, not a test of bookmaker prices. For venue, see our home vs away player props study.
How to check this with StatPair
- Open the player's match-by-match history and use the opponent filter to see his numbers against specific strong sides, not just his season average.
- Add his team in a second compare panel and check team shots against the same opponent. If his share is steady, price the line from team shots.
- Use the home/away filter too, since venue moves shots by about a fifth on its own.
- Check the AI prediction for shots, fouls and cards before the match, and save players whose lines look off in your Notebook.
- Use the Trends Finder to see which players are hitting a shots line and who they play next.
Try StatPair free for 7 days → · Most reliable shooters 2026/27 → · Team total shots betting →
FAQ
Q: Do players take more shots against weak teams?
A: Yes. Across 209,226 outfield appearances of 60+ minutes, players took 1.04 shots per 90 against top-third teams and 1.30 against bottom-third teams, 26% more. For the same 4,967 players, it was 1.08 against 1.34.
Q: Do players take a bigger share of their team's shots against weak opponents?
A: No. A player's share of his team's shots was 8.6% against top-third sides and 8.7% against bottom-third sides. Team shots rose by 25% and player shots by 26%, so almost all of the effect is team volume.
Q: Do underdogs commit more fouls against big teams?
A: No. Bottom-third teams committed 12.30 fouls per match against top-third sides and 12.75 against other bottom-third sides. Across all players, fouls committed were 1.15 per 90 against top sides and 1.14 against bottom sides.
Q: Do players get more yellow cards against strong teams?
A: Yes. Players were booked in 17.7% of appearances against top-third sides and 15.2% against bottom-third sides, with the same foul rate. Teams averaged 2.25 yellow cards per match against top-third opponents and 1.97 against bottom-third ones.
Q: Does a top team's striker still shoot a lot against other top teams?
A: Less than his average suggests. Forwards from top-third teams took 2.30 shots per 90 against other top-third sides and 2.90 against bottom-third sides. Bottom-third forwards against other bottom-third sides took 2.22.
Bottom line
Opponent strength is one of the biggest inputs for shots props: about 26% more shots per 90 against bottom-third teams than top-third ones, for the same player, at home and away. But it works almost entirely through team shot volume. The player's share doesn't change, so price shots through the team and don't count the weak opponent twice. Fouls don't move with opponent strength, and cards go up against strong teams, not weak ones.