DeepSeek V3 vs MiniMax M2.7

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

MiniMax M2.7 has the cleaner overall profile here, landing at 57 versus 54. It is a real lead, but still close enough that category-level strengths matter more than the headline number.

MiniMax M2.7's sharpest advantage is in coding, where it averages 56.2 against 38.7.

MiniMax M2.7 is also the more expensive model on tokens at $0.30 input / $1.20 output per 1M tokens, versus $0.27 input / $1.10 output per 1M tokens for DeepSeek V3. MiniMax M2.7 gives you the larger context window at 200K, compared with 128K for DeepSeek V3.

Quick Verdict

Pick MiniMax M2.7 if you want the stronger benchmark profile. DeepSeek V3 only becomes the better choice if you want the cheaper token bill.

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

MiniMax M2.7

DeepSeek V3

38.7

MiniMax M2.7

56.2

37.6%
LiveCodeBench
Coming soon
42%
SWE-bench Verified
Coming soon
Coming soon
SWE-bench Pro
56.2%
Coming soon
SWE Multilingual
76.5%
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.

48.7%
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.

59.1%
GPQA
Coming soon
75.9%
MMLU-Pro
Coming soon
24.9%
SimpleQA
Coming soon
Coming soon
Artificial Analysis
50

Instruction Following

Coming soon

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

86.1%
IFEval
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.

39.2%
AIME 2024
Coming soon
90.2%
MATH-500
Coming soon

Frequently Asked Questions

Which is better, DeepSeek V3 or MiniMax M2.7?

MiniMax M2.7 is ahead overall, 57 to 54.

Which is better for coding, DeepSeek V3 or MiniMax M2.7?

MiniMax M2.7 has the edge for coding in this comparison, averaging 56.2 versus 38.7. DeepSeek V3 stays close enough that the answer can still flip depending on your workload.

Last updated: March 18, 2026

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