Best MiniMax model for coding
- MiniMax M3 leads
- 39.2
- models ranked
- 3
- lead over #2
- +2.0
Coding index · read October 22
As of October 22, 2026, MiniMax M3 leads 3 scored MiniMax models with a coding index of 39.2, ahead of MiniMax M2.5 (37.2) and MiniMax M2.7 (36.2).
The full best LLM for coding ranking combines this benchmark with others.
Ordered by index, highest first. The dots show how many benchmarks stand behind each score.
| Rank | Model | Coding index | Evidence | Output $/Mtok |
|---|---|---|---|---|
| 1 | MiniMax M3 MiniMax | 39.2 | $1.20 | |
| 2 | MiniMax M2.5 MiniMax | 37.2 | $1.20 | |
| 3 | MiniMax M2.7 MiniMax | 36.2 | $1.20 |
How this list is built
Generated from the dataset on every refresh. Nobody picks the order by hand.
Every MiniMax model with a Vibe Coding Index score, ordered as the ranking orders them: by how many benchmarks stand behind the score, then by the score.
- Aider polyglot leaderboard, fetched
- LiveBench, fetched , board updated October 14, 2026
- SWE-bench (swebench.com), fetched
- LMArena WebDev, fetched
Fewer than five models carry this number, or they all share it, so this list is kept for reference and out of search results until the data grows.