Open aggregate dataset · 10 complete seasons
How Often Do Premier League Teams Come Back From Behind at Half-Time?
A denominator-first audit of every Premier League half-time state from 2016/17 through 2025/26—lead holds, equalisers and full reversals kept separate.
- 3,800 completed matches
- 2,315 half-time leads
- Wilson 95% intervals
- Aggregate rows only
Among 2,315 matches with a half-time leader, the trailing team drew or won 569 times. Full win reversals were rarer: 201 matches, or 8.68%.
Published by Football Proof AI · · premier-league-half-time-comeback-benchmark/1.0.0 · Editorial technical note; not externally peer reviewedThe denominator for every lead-hold and comeback headline.
1,746 lead holds · Wilson 95% 73.63%–77.13%.
569 draws or wins after trailing · Wilson 95% 22.87%–26.37%.
201 full turnarounds · Wilson 95% 7.60%–9.90%.
Complete state map · no omitted cells
Every half-time state, every full-time outcome.
Read across a row. Its denominator is every match in that half-time state, and its three cells sum to 100%. Orange cells are full reversals; cyan cells preserve the H, D or A state.
| Half-time state | FT Home win | FT Draw | FT Away win |
|---|---|---|---|
| HT H Home team led n = 1,324 | 78.32%1,037 / 1,324Wilson 95% 76.02%–80.46% | 14.95%198 / 1,324Wilson 95% 13.14%–16.98% | 6.72%89 / 1,324Wilson 95% 5.49%–8.20% |
| HT D Level n = 1,485 | 36.84%547 / 1,485Wilson 95% 34.42%–39.32% | 34.68%515 / 1,485Wilson 95% 32.30%–37.14% | 28.48%423 / 1,485Wilson 95% 26.25%–30.83% |
| HT A Away team led n = 991 | 11.30%112 / 991Wilson 95% 9.48%–13.42% | 17.15%170 / 991Wilson 95% 14.94%–19.63% | 71.54%709 / 991Wilson 95% 68.66%–74.27% |
Transition rates are conditional on the half-time row, not on all 3,800 matches. “HT D → FT H”, for example, asks what happened after the score was level at half-time; it is not a comeback-from-behind event.
One denominator · three exhaustive outcomes
What happened to the half-time lead?
Held, equalised or fully overturned. These categories partition all 2,315 matches with a leader at half-time, so “comeback” cannot silently change meaning.
1,746 matches ended with the half-time leader winning.
Wilson 95% 73.63%–77.13%368 trailing teams recovered to a draw but did not win.
Wilson 95% 14.46%–17.44%201 trailing teams completed the reversal and won.
Wilson 95% 7.60%–9.90%Location split · descriptive, unadjusted
Home and away half-time leads did not survive equally.
This split does not adjust for team strength, score margin or opponent quality. It describes where the leader played; it does not identify venue as the cause.
Home team led at half time
n = 1,324- Lead held
- 78.32%
- Avoided defeat
- 21.68%
- Full reversal
- 6.72%
The trailing side drew or won 287 of 1,324 times · Wilson 95% 19.54%–23.98%.
Away team led at half time
n = 991- Lead held
- 71.54%
- Avoided defeat
- 28.46%
- Full reversal
- 11.30%
The trailing side drew or won 282 of 991 times · Wilson 95% 25.73%–31.34%.
2016/17–2025/26 · 380 matches each
Ten seasons show variation, not a guaranteed constant.
Every season uses the same definitions and a complete 380-match denominator. Wilson intervals remain visible because a single season is much smaller than the pooled sample.
| Season | HT leads | Leader won | Trailing side avoided defeat | Trailing side won |
|---|---|---|---|---|
| 2016/17 | 227 | 79.74% · 181 held | 20.26% · 46 comebacks | 5.29% · 12 wins · 95% 3.05%–9.01% |
| 2017/18 | 218 | 77.06% · 168 held | 22.94% · 50 comebacks | 8.26% · 18 wins · 95% 5.29%–12.67% |
| 2018/19 | 232 | 80.17% · 186 held | 19.83% · 46 comebacks | 7.33% · 17 wins · 95% 4.63%–11.42% |
| 2019/20 | 240 | 73.33% · 176 held | 26.67% · 64 comebacks | 9.17% · 22 wins · 95% 6.13%–13.49% |
| 2020/21 | 227 | 78.85% · 179 held | 21.15% · 48 comebacks | 7.93% · 18 wins · 95% 5.07%–12.18% |
| 2021/22 | 229 | 75.98% · 174 held | 24.02% · 55 comebacks | 7.86% · 18 wins · 95% 5.03%–12.08% |
| 2022/23 | 234 | 76.07% · 178 held | 23.93% · 56 comebacks | 8.55% · 20 wins · 95% 5.60%–12.83% |
| 2023/24 | 227 | 72.25% · 164 held | 27.75% · 63 comebacks | 10.57% · 24 wins · 95% 7.21%–15.25% |
| 2024/25 | 245 | 68.57% · 168 held | 31.43% · 77 comebacks | 11.84% · 29 wins · 95% 8.37%–16.48% |
| 2025/26 | 236 | 72.88% · 172 held | 27.12% · 64 comebacks | 9.75% · 23 wins · 95% 6.58%–14.20% |
Locked definitions · quote with the denominator
“Comeback” includes a draw. “Comeback win” does not.
The release separates labels that are often blurred in football coverage. It cannot observe earlier in-match deficits that were already erased before half-time.
- Half-time state
- HTR is recomputed from HTHG and HTAG: H is a home lead, D is level and A is an away lead after regulation first-half play.
- Full-time state
- FTR is recomputed from FTHG and FTAG: H is a home win, D is a draw and A is an away win after regulation full-time play.
- Lead held
- A half-time leader held the lead when that same team won at full time.
- Lead lost
- A half-time leader lost the lead when the match finished level or the half-time trailing team won.
- Comeback
- A comeback means the half-time trailing team avoided defeat by drawing or winning at full time. Every comeback is the same match event viewed from the trailing side as a lead lost from the leader side.
- Comeback win
- A comeback win (full turnaround) means the half-time trailing team won at full time; draws after trailing count as comebacks but not comeback wins.
- Transition denominator
- Each transition rate uses all matches in its half-time H, D or A row as the denominator. The three full-time cells in a row are mutually exclusive and exhaustive.
- Uncertainty
- Wilson score interval at 95% for every published binary proportion; descriptive only and not adjusted for match dependence, multiple comparisons or team-strength imbalance.
Reproducible method · validation passed
From 10 pinned source files to one aggregate release.
The generator publishes no match rows, dates or fixture keys. It verifies the source bytes, recomputes both result states and checks every matrix and comeback identity before writing output.
Pin the sources
10 of 10 exact matches; 380 in every season; 3,800 overall.
Recompute states
3,800 of 3,800 HTR values matched HTHG/HTAG. 3,800 of 3,800 FTR values matched FTHG/FTAG.
Conserve every row
Every overall and season 3x3 half-time/full-time transition matrix conserved its row and match totals. 569 comebacks = 569 leads lost.
Quantify uncertainty
Wilson score interval at 95% for every published binary proportion; descriptive only and not adjusted for match dependence, multiple comparisons or team-strength imbalance.
Frozen evidence · exact bytes
Download the aggregate data and rebuild it yourself.
JSON, long-form CSV, the manifest and the generator are public. Source match rows remain at their original publisher and are not republished here. A publisher-controlled GitHub release preserves the same aggregate bytes plus the pinned source manifest; it is a distribution supplement, not external review or independent certification.
- JSON SHA-256
6803451432906eb4ebc235ae1f3cf1cea0c38e3d632b78b56e8f34452e881118- CSV SHA-256
af341991a3f1122e35da51dba40b71f0d7c613ddf51eab086c85bdf377680f75- Manifest SHA-256
f0d3280604e1710b7074bbc919e3829ea68497ac798b8fcf963c17a2c30a592c- Generator SHA-256
b647ec3486b9d2773d02d09c41323b1a1198f62731a5742573ecacda8569888f- Rights boundary
- Aggregate outputs only · raw rows redistributed: no
Canonical publication record
Abstract
A reproducible, aggregate-only study of 3,800 completed Premier League matches. Among 2,315 matches with a half-time leader, the trailing team avoided defeat in 569 and completed a comeback win in 201, with full transition matrices, season and team aggregates, Wilson intervals and hash-pinned provenance.
- Author and publisher
- Football Proof AI
- Publication version
premier-league-half-time-comeback-benchmark/1.0.0- Published
- Last modified
- Release status
- Current release
- Review status
- Editorial technical note; not externally peer reviewed
- Production method
- Editorial dataset maintained from the declared method, linked sources and any listed reproducible artifacts.
- Software and AI assistance
- Software, including generative AI, may assist drafting, transformation or quality checks. It is not treated as a source, author or independent reviewer; factual and quantitative claims must remain bound to cited sources, declared methods or reproducible artifacts.
- Why this exists
- Enable readers to inspect assumptions, reproduce calculations and reject claims that exceed the published evidence.
- Commercial boundary
- No bookmaker, prediction provider or paid placement controls the evidence rules, calculations or conclusions on this page.
- Version history
premier-league-half-time-comeback-benchmark/1.0.0: Initial public release.
- Immutable artifacts
- 1.0.0.json
sha256:6803451432906eb4ebc235ae1f3cf1cea0c38e3d632b78b56e8f34452e881118 - premier-league-half-time-comeback-rate-v1.csv
sha256:af341991a3f1122e35da51dba40b71f0d7c613ddf51eab086c85bdf377680f75 - 1.0.0-manifest.json
sha256:f0d3280604e1710b7074bbc919e3829ea68497ac798b8fcf963c17a2c30a592c - premier-league-half-time-comeback-rate-generator-1.0.0.mjs
sha256:b647ec3486b9d2773d02d09c41323b1a1198f62731a5742573ecacda8569888f
- 1.0.0.json
- Release resources
- Public benchmark source repository
- Immutable repository release v1.0.0
- Release citation metadata
- Aggregate release licence (CC BY 4.0)
- Generator code licence (MIT)
- External release JSON
- External release CSV
- External release manifest
- External release Node.js generator
- External release source manifest
- External release SHA-256 checksums
- Football-Data results archive
- Football-Data field definitions
Interpretation boundary · before quoting
What this dataset cannot tell you.
The evidence is broad enough to establish a historical base rate, but not to explain why a comeback happened or forecast the next match.
- This is a single-league descriptive benchmark, not a prediction, causal estimate, betting recommendation or claim of profitability.
- A comeback includes a draw after trailing; the stricter comeback-win/full-turnaround count is published separately.
- Wilson intervals describe binomial sampling uncertainty only and do not establish match independence, future stability or significance across seasons, locations or teams.
- Team aggregates are unadjusted for opponent strength, squad quality, match state, red cards, substitutions, venue effects or minutes spent leading or trailing.
- Half-time and full-time states do not reveal when second-half goals occurred or how long a lead existed.
- Football-Data.co.uk makes the source CSVs publicly downloadable, but this release does not assert a redistribution licence for raw match rows and publishes aggregates only.
Plain-language answers · same frozen evidence
Premier League comeback rate FAQ.
Every answer keeps the historical denominator and the stricter full-win definition visible.
How often do Premier League teams come back from behind at half-time?
Among 2,315 matches with a half-time leader, the trailing team avoided defeat 569 times: 24.58%. This study counts a draw or a win as a comeback; the stricter full-win figure is published separately.
How often does a Premier League half-time leader win?
The half-time leader won 1,746 of 2,315 matches, a lead-hold rate of 75.42% with a Wilson 95% interval of 73.63%–77.13%.
How often does a team win after trailing at half-time?
A full turnaround happened 201 times in 2,315 matches with a half-time leader: 8.68%. The Wilson 95% interval is 7.60%–9.90%.
Is a comeback the same as a comeback win?
No. In this release, a comeback means the trailing side avoided defeat, so it includes 368 matches that finished level and 201 full reversals. A comeback win includes only the latter.
Are home half-time leads safer than away half-time leads?
In this historical sample, home half-time leaders held 78.32% of their leads and away half-time leaders held 71.54%. This is an unadjusted descriptive split, not evidence that venue caused the difference.
Can this comeback rate predict or prove a profitable bet?
No. It is a historical descriptive base rate. It does not include a prospectively locked model, current team information, obtainable prices or returns, and it does not activate any prediction system.
Suggested citation
Football Proof AI. (2026). How Often Do Premier League Teams Come Back From Behind at Half-Time?. Version premier-league-half-time-comeback-benchmark/1.0.0. https://footballproofai.com/research/premier-league-half-time-comeback-rateThe GitHub archive is a publisher-controlled supplement to this canonical record; it does not establish external peer review, source truth or independent certification.