Grok 4 vs MiniMax M2.7

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

Grok 4 is clearly ahead on the aggregate, 67 to 57. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Grok 4's sharpest advantage is in coding, where it averages 65.1 against 56.2. The single biggest benchmark swing on the page is SWE-bench Pro, 48% to 56.2%.

MiniMax M2.7 gives you the larger context window at 200K, compared with 128K for Grok 4.

Quick Verdict

Pick Grok 4 if you want the stronger benchmark profile. MiniMax M2.7 only becomes the better choice if you need the larger 200K context window.

Agentic

Grok 4

Grok 4

58.1

MiniMax M2.7

57

57%
Terminal-Bench 2.0
57%
63%
BrowseComp
Coming soon
56%
OSWorld-Verified
Coming soon
Coming soon
Toolathlon
46.3%
Coming soon
MLE-Bench Lite
66.6%
Coming soon
MM-ClawBench
62.7%

Coding

Grok 4

Grok 4

65.1

MiniMax M2.7

56.2

79%
HumanEval
Coming soon
73%
SWE-bench Verified
Coming soon
79.4%
LiveCodeBench
Coming soon
48%
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.

80%
MMMU-Pro
Coming soon
76%
OfficeQA Pro
Coming soon
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.

81%
MuSR
Coming soon
83%
BBH
Coming soon
72%
LongBench v2
Coming soon
71%
MRCRv2
Coming soon
16%
ARC-AGI-2
Coming soon

Knowledge

Coming soon

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

87%
MMLU
Coming soon
86%
GPQA
Coming soon
84%
SuperGPQA
Coming soon
77%
MMLU-Pro
Coming soon
16%
HLE
Coming soon
75%
FrontierScience
Coming soon
83%
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.

82%
IFEval
Coming soon

Multilingual

Coming soon

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

84%
MGSM
Coming soon
79%
MMLU-ProX
Coming soon

Mathematics

Coming soon

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

87%
AIME 2023
Coming soon
89%
AIME 2024
Coming soon
88%
AIME 2025
Coming soon
84%
HMMT Feb 2023
Coming soon
86%
HMMT Feb 2024
Coming soon
85%
HMMT Feb 2025
Coming soon
87%
BRUMO 2025
Coming soon
83%
MATH-500
Coming soon

Frequently Asked Questions

Which is better, Grok 4 or MiniMax M2.7?

Grok 4 is ahead overall, 67 to 57. The biggest single separator in this matchup is SWE-bench Pro, where the scores are 48% and 56.2%.

Which is better for coding, Grok 4 or MiniMax M2.7?

Grok 4 has the edge for coding in this comparison, averaging 65.1 versus 56.2. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Grok 4 or MiniMax M2.7?

Grok 4 has the edge for agentic tasks in this comparison, averaging 58.1 versus 57. 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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