MiniMax: MiniMax M2.7
Chatminimax/minimax-m2.7M2.7 delivers outstanding performance in real-world software engineering, including end-to-end complete project delivery, log analysis and bug triaging, code security, machine learning, and more. On the benchmark SWE-Pro, M2.7 scores 56.22%, nearly matching the level of Opus. This capability also extends to end-to-end complete project delivery scenarios (VIBE-Pro 55.6%) and deep understanding of complex engineering systems on Terminal Bench 2 (57.0%).
Providers
/v1/chat/completions/v1/responsesCode Examples
from openai import OpenAIclient = OpenAI(base_url="https://api.ofox.io/v1",api_key="YOUR_OFOX_API_KEY",)response = client.chat.completions.create(model="minimax/minimax-m2.7",messages=[{"role": "user", "content": "Hello!"}],)print(response.choices[0].message.content)
Benchmarks
MiniMax: MiniMax M2.7 scores 1417 in the Overall category of the LMArena text leaderboard (style control), ranking #104 of 374 models based on 46,755 human preference votes (updated 2026-07-12).
| Category | Arena Score | 95% CI | Rank | Votes |
|---|---|---|---|---|
| Overall | 1417 | 1412–1421 | #104 of 374 | 46,755 |
| Hard Prompts | 1443 | 1438–1448 | #92 of 374 | 30,204 |
| Coding | 1479 | 1473–1486 | #76 of 369 | 13,549 |
| Math | 1424 | 1411–1436 | #88 of 362 | 2,488 |
| Creative Writing | 1363 | 1354–1371 | #131 of 372 | 7,163 |
| Instruction Following | 1409 | 1403–1415 | #98 of 374 | 14,903 |
| Chinese | 1442 | 1428–1456 | #111 of 344 | 2,295 |
Source: LMArena · CC BY 4.0 · Updated 2026-07-12 · Methodology ↗ · Ranks compare models within each category of the LMArena text leaderboard (style control). Scores come from third-party human preference evaluations, not from OFOX.