Lumina
Multi-SWE-Bench leaderboard
1 ranked models · higher is better · labels show rank and score
View accessible chart data
| Model | Rank | Provider | Score |
|---|---|---|---|
| MiniMax M2.7 | #1 | MiniMax | 52.7% |
Loading benchmark header
Loading benchmark registry
Coding · Benchmark profile
Multi-language software engineering repository evaluation extending SWE-bench style tasks.
Data verified 27 Jul 2026 · Methodology 1.8.0
1 ranked models · higher is better · labels show rank and score
| Model | Rank | Provider | Score |
|---|---|---|---|
| MiniMax M2.7 | #1 | MiniMax | 52.7% |
One best score per model · higher is better
| Rank | Model | Provider | License | Evidence use | Score |
|---|---|---|---|---|---|
| #1 | MiniMax M2.7 minimax-m2-7 | MiniMax | open | Reference only | 52.7% |
About Multi-SWE-Bench
Multi-language software engineering repository evaluation extending SWE-bench style tasks. Results stay tied to the exact model variant and evaluation system. Multiple systems for the same model use the best published score on this page; overall Lumina scoring uses the median of ranking-eligible rows.
Open benchmark source ↗FAQ
Multi-language software engineering repository evaluation extending SWE-bench style tasks.
MiniMax M2.7 by MiniMax currently leads with 52.7%.
1 model in the LuminaBench cohort have a qualifying score on this benchmark.
No. This benchmark is display-only and does not enter the overall Lumina composite.
Related