MiniMax M2.7 vs Mistral Small 4 (Reasoning)

Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.

Mistral Small 4 (Reasoning) is clearly ahead on the aggregate, 68 to 57. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Mistral Small 4 (Reasoning)'s sharpest advantage is in coding, where it averages 63.6 against 56.2.

MiniMax M2.7 is also the more expensive model on tokens at $0.30 input / $1.20 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Mistral Small 4 (Reasoning). That is roughly Infinityx on output cost alone. Mistral Small 4 (Reasoning) is the reasoning model in the pair, while MiniMax M2.7 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Mistral Small 4 (Reasoning) gives you the larger context window at 256K, compared with 200K for MiniMax M2.7.

Quick Verdict

Pick Mistral Small 4 (Reasoning) if you want the stronger benchmark profile. MiniMax M2.7 only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.

Agentic

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

57%
Terminal-Bench 2.0
Coming soon
46.3%
Toolathlon
Coming soon
66.6%
MLE-Bench Lite
Coming soon
62.7%
MM-ClawBench
Coming soon

Coding

Mistral Small 4 (Reasoning)

MiniMax M2.7

56.2

Mistral Small 4 (Reasoning)

63.6

56.2%
SWE-bench Pro
Coming soon
76.5%
SWE Multilingual
Coming soon
52.7%
Multi-SWE Bench
Coming soon
55.6%
VIBE-Pro
Coming soon
39.8%
NL2Repo
Coming soon
Coming soon
LiveCodeBench
63.6%

Multimodal & Grounded

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

1495
GDPval-AA
Coming soon
Coming soon
MMMU-Pro
60%

Reasoning

Coming soon

Benchmark data for this category is coming soon.

Knowledge

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

50
Artificial Analysis
Coming soon
Coming soon
GPQA
71.2%
Coming soon
MMLU-Pro
78%

Instruction Following

Coming soon

Benchmark data for this category is coming soon.

Multilingual

Coming soon

Benchmark data for this category is coming soon.

Mathematics

Coming soon

Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.

Coming soon
AIME 2025
83.8%

Frequently Asked Questions

Which is better, MiniMax M2.7 or Mistral Small 4 (Reasoning)?

Mistral Small 4 (Reasoning) is ahead overall, 68 to 57.

Which is better for coding, MiniMax M2.7 or Mistral Small 4 (Reasoning)?

Mistral Small 4 (Reasoning) has the edge for coding in this comparison, averaging 63.6 versus 56.2. MiniMax M2.7 stays close enough that the answer can still flip depending on your workload.

Last updated: March 18, 2026

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