MiMo-V2-Flash vs MiniMax M2.7

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

MiMo-V2-Flash finishes one point ahead overall, 58 to 57. That is enough to call, but not enough to treat as a blowout. This matchup comes down to a few meaningful edges rather than one model dominating the board.

MiMo-V2-Flash's sharpest advantage is in coding, where it averages 78.7 against 56.2. The single biggest benchmark swing on the page is SWE Multilingual, 71.7% to 76.5%.

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 MiMo-V2-Flash. That is roughly Infinityx on output cost alone. MiMo-V2-Flash 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. MiMo-V2-Flash gives you the larger context window at 256K, compared with 200K for MiniMax M2.7.

Quick Verdict

Pick MiMo-V2-Flash 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.

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

Coding

MiMo-V2-Flash

MiMo-V2-Flash

78.7

MiniMax M2.7

56.2

84.8%
HumanEval
Coming soon
73.4%
SWE-bench Verified
Coming soon
80.6%
LiveCodeBench
Coming soon
71.7%
SWE Multilingual
76.5%
Coming soon
SWE-bench Pro
56.2%
Coming soon
Multi-SWE Bench
52.7%
Coming soon
VIBE-Pro
55.6%
Coming soon
NL2Repo
39.8%

Multimodal & Grounded

Coming soon

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

Coming soon
GDPval-AA
1495

Reasoning

Coming soon

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

60.6%
LongBench v2
Coming soon

Knowledge

Coming soon

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

86.7%
MMLU
Coming soon
83.7%
GPQA
Coming soon
84.9%
MMLU-Pro
Coming soon
76%
SimpleQA
Coming soon
Coming soon
Artificial Analysis
50

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.

94.1%
AIME 2025
Coming soon

Frequently Asked Questions

Which is better, MiMo-V2-Flash or MiniMax M2.7?

MiMo-V2-Flash is ahead overall, 58 to 57. The biggest single separator in this matchup is SWE Multilingual, where the scores are 71.7% and 76.5%.

Which is better for coding, MiMo-V2-Flash or MiniMax M2.7?

MiMo-V2-Flash has the edge for coding in this comparison, averaging 78.7 versus 56.2. Inside this category, SWE Multilingual is the benchmark that creates the most daylight between them.

Last updated: March 18, 2026

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