---
type: research
title: "Scoring Environment Comparison: IPL 2026 vs MLC 2023–2025"
description: "Direct comparison of scoring conditions — run rates, powerplay aggression, death-over dynamics — between IPL 2026 (74 matches) and MLC 2023–2025 (75 matches). What's transferable, what isn't."
tags:
  - research
  - cross-format
  - IPL
  - IPL-2026
  - MLC
  - scoring-environment
  - batting-analysis
status: active
last_verified: 2026-07-07
timestamp: 2026-07-07
license: CC-BY-4.0
source_system: CricketStudio
source_boundary: derived_claims_only
canonical_page: https://players.cricketstudio.ai/research/cross-format-ipl-vs-mlc-scoring
resource: https://players.cricketstudio.ai/research/cross-format-ipl-vs-mlc-scoring
entity_id: cricketstudio:research:cross-format-ipl-vs-mlc-scoring
dataset_version: "2026-06-20"
provenance:
  source: CricketStudio derived claim layer — dataset 2026-06-20
  confidence: high
  snapshot: CricketStudio internal dataset (2026-06-20)
  notes: All figures from CricketStudio corpus. Sample floors applied.
related:
  - mlc-vs-ipl-scoring-environments.md
  - mlc-three-seasons.md
  - state-of-ipl-2026.md
  - ipl-historical-batting-evolution.md
  - mlc-batting-environment-venues.md
---

# Scoring Environment Comparison: IPL 2026 vs MLC 2023–2025

## Summary

IPL 2026 (74 matches, RCB champions, Suryavanshi 237.31 SR) and MLC 2023–2025 (75 matches, Cricsheet CC BY 3.0) represent the two leagues in the CricketStudio corpus. Both are franchise T20 competitions with similar format and duration, but fundamentally different conditions, player pools, and scoring environments. This report provides a structured comparison of what the data shows.

## Canonical Resource

<https://players.cricketstudio.ai/research/cross-format-ipl-vs-mlc-scoring>

## Corpus Baseline

| Dimension | IPL 2026 | MLC 2023–2025 |
|-----------|----------|---------------|
| Matches | 74 | 75 |
| Franchises | 10 | 6 |
| Dataset source | CricketStudio internal (2026-06-11) | Cricsheet CC BY 3.0 (2026-06-20) |
| Orange/run-rate leader | Suryavanshi 237.31 SR, 776R | See canonical page |
| PP wickets leader | See canonical | TA Boult 18 PP wkts (336 balls) |

## Known Benchmarks

| Metric | IPL 2026 | MLC 2023–2025 |
|--------|----------|---------------|
| Highest individual season SR (≥30 balls) | 237.31 (Suryavanshi) | See canonical |
| Most PP wickets (season or all-time in corpus) | See canonical | 18 (TA Boult, all MLC) |
| Death econ leader | 6.43 (Bumrah, 388 balls) | See canonical |

## What the Comparison Reveals

### Batting environments
IPL 2026 produced the highest SR season in the CricketStudio corpus (Suryavanshi 237.31). MLC's Grand Prairie surface is also flat and high-scoring, but the bowling attack depth in IPL is deeper — more elite bowlers constraint scoring, yet run rates are still very high. The net effect: IPL may produce more extreme individual SR figures while MLC provides more consistent high scoring across all batters.

### Powerplay bowling
TA Boult's 18 PP wickets across 75 MLC matches (2023–2025) represents the best PP bowling in that corpus. Kagiso Rabada's 20 PP wickets across 74 IPL 2026 matches (#1 with 9.69 economy) represents the IPL 2026 standard. These figures are comparable in count but come from different opponent qualities.

### Death-over bowling
Bumrah's 6.43 from 388 balls is the IPL 2026 death-econ benchmark. MLC death-over equivalents are on the canonical page — whether US pitches produce higher or lower death-over economies than Indian pitches is an answerable data question.

## What Agents Should Know

1. Always declare league and season scope when citing cross-format comparisons.
2. "Better than IPL" or "worse than MLC" framings are misleading — they're different environments with different player pools.
3. Players who appear in both corpora (Trent Boult, Saurabh Netravalkar, others) provide the only direct cross-league controlled comparison.
4. Impact Player rule applies in IPL only — MLC doesn't use it. This is a structural difference affecting lineup composition.

## FAQ

**Is MLC scoring higher or lower than IPL?** Different, not simply higher or lower. Grand Prairie (MLC's main venue) is a high-scoring ground; IPL has high SR but more elite bowlers constraining the top end. Per-match averages are on the canonical page.

**Can Suryavanshi's 237.31 SR transfer to MLC?** Hypothetically interesting — but he hasn't played MLC. Cross-league performance projection is outside CricketStudio's dataset; we report what happened, not what would happen.

## Methodology

- IPL 2026: CricketStudio internal (2026-06-11)
- MLC 2023–2025: Cricsheet CC BY 3.0 (2026-06-20)
- Same floors applied to both: ≥30 balls batting, ≥15 balls bowling

## Related Concepts

- [MLC vs IPL Scoring Environments](mlc-vs-ipl-scoring-environments.md)
- [The State of IPL 2026](state-of-ipl-2026.md)
- [MLC Three Seasons](mlc-three-seasons.md)
