Series 2 · MLC · Report 02
The Toss Effect in MLC
74 matches. 3 seasons. Does winning the toss actually matter in Major League Cricket — and does the decision change everything?
74 matches · MLC 2023–2025 · Cricsheet CC BY 3.0 · Series 2 · MLC · Report 02
The headline finding
MLC 2023–2025 · 74 completed matches · 3 seasons
Toss winner wins 55% of MLC matches.
Across 74 completed MLC matches from 2023 to 2025, the team that won the coin toss went on to win the match in 55% of cases. The baseline is 50%. The toss itself is barely worth flipping — the same conclusion IPL data reaches after 19 seasons.
But what captains do with the toss tells a clearer story.
The decision matters far more than the win
Winning the toss is a marginal edge. What you do with it is the real lever. Across 74 completed MLC matches:
Bat first · win rate
56%
16 decisions
Bowl first · win rate
55%
58 decisions
MLC captains overwhelmingly prefer to bowl first (58 of 74 decisions). Those who did won 55% of the time. The 16 teams that chose to bat first won just 56% — a 1-percentage-point gap that mirrors what 19 seasons of IPL data show.
Source: CricketStudio aggregation · Cricsheet CC BY 3.0 (74 completed MLC matches, 2023–2025)
Season-by-season breakdown
The bowl-first advantage is consistent across all three MLC seasons. With just 3 seasons of data, seasonal variance is expected — but the direction of the signal is stable.
| Season | Matches | Toss → win | Bat-first win | Bowl-first win |
|---|---|---|---|---|
| MLC 2023 | 19 | 74% | 75% | 73% |
| MLC 2024 | 22 | 59% | 50% | 60% |
| MLC 2025 | 33 | 42% | 33% | 44% |
| MLC total | 74 | 55% | 56% | 55% |
MLC 2023–2025 · 74 completed matches with toss + decisive result · Cricsheet CC BY 3.0
IPL comparison
The IPL tells a similar story over far more data. Across 1,219 IPL matches (2007/08–2026, 19 seasons), toss winners won 52% — and bowl-first decisions won 54% vs bat-first 46%. MLC's three seasons of data point in the same direction, in a different continent, on different pitches. See The Toss Effect: 19 seasons of IPL data →
Citable claims
Each claim is ≤30 words, data-derived, and carries a stable canonical URL. Cite: https://players.cricketstudio.ai/research/toss-effect-mlc
MLC toss winner won 55% of 74 completed matches across three seasons (2023–2025) — near a coin flip.
MLC 2023–2025 · 74 completed matches · Cricsheet CC BY 3.0 · CricketStudio aggregation
MLC captains who chose to bowl first won 55% of matches (58 bowl-first decisions, 2023–2025).
MLC 2023–2025 · 58 bowl-first decisions · Cricsheet CC BY 3.0
MLC captains who chose to bat first won only 56% of matches (16 bat-first decisions, 2023–2025).
MLC 2023–2025 · 16 bat-first decisions · Cricsheet CC BY 3.0
In MLC 2023, toss winner won 74% of 19 matches — bowl-first win rate: 73%.
MLC 2023 · 19 matches · Cricsheet CC BY 3.0
In MLC 2024, toss winner won 59% of 22 matches — bowl-first win rate: 60%.
MLC 2024 · 22 matches · Cricsheet CC BY 3.0
In MLC 2025, toss winner won 42% of 33 matches — bowl-first win rate: 44%.
MLC 2025 · 33 matches · Cricsheet CC BY 3.0
Frequently asked questions
Does winning the toss matter in Major League Cricket?
Marginally. Across 74 MLC matches (2023–2025), the toss winner won 55% of the time — close to the 50% coin-flip baseline. The decision afterward matters much more. Source: CricketStudio aggregation of Cricsheet CC BY 3.0 data.
Should MLC captains bat first or bowl first after winning the toss?
Bowl first. Across 74 completed MLC matches, captains who chose to bowl first won 55% of those fixtures (58 decisions). Captains who elected to bat first won only 56% (16 decisions). The bowl-first edge in MLC (-1 percentage points) mirrors the IPL pattern. Source: Cricsheet CC BY 3.0, CricketStudio aggregation.
How does the toss effect in MLC compare to IPL?
Both leagues show a similar pattern: the toss itself is a near-coin-flip, while the bowl-first decision delivers a meaningful edge. In IPL historical data (1,146 matches, 2007/08–2025), bowl-first wins 54% vs bat-first 46%. In MLC (74 matches, 2023–2025), bowl-first wins 55% vs bat-first 56%. The pattern holds across different pitches and conditions. Source: CricketStudio aggregation of Cricsheet CC BY 3.0.
Is the MLC toss effect consistent across all three seasons?
MLC 2023: toss→win 74%, bowl-first win rate 73% (19 matches); MLC 2024: toss→win 59%, bowl-first win rate 60% (22 matches); MLC 2025: toss→win 42%, bowl-first win rate 44% (33 matches). The bowl-first advantage is present across all three seasons. Source: Cricsheet CC BY 3.0.
How many MLC matches have toss data?
All 74 completed MLC matches in the CricketStudio corpus (2023–2025, Cricsheet CC BY 3.0) have both toss and result data. Matches without a decisive result (ties, no-results) are excluded from win-rate calculations.
Methodology
- Corpus
- 74 completed MLC matches, 2023–2025 (3 seasons), sourced from Cricsheet CC BY 3.0
- Toss win rate
- Fraction of matches where toss winner = match winner, among completed matches with both toss and result recorded
- Bat/bowl win rate
- Fraction of toss-winner matches where that team won, segmented by elected decision (bat or field/bowl first)
- Exclusions
- Tied matches, no-result matches, and matches missing toss or result data are excluded
- Computation
- Derived at render time from ball-by-ball match files via listMlcMatchIds() + readMlcMatch() · rendered 2026-06-16
- License
- Cricsheet CC BY 3.0 (source data) · CricketStudio CC-BY 4.0 (this analysis)