Model comparison

Claude Opus 4 vs MiniMax M1

Claude Opus 4 is the stronger model overall, scoring 43.1 to 40.3 on the Noometry Index. MiniMax M1 costs 31× less per token, which makes it the better buy when Claude Opus 4's lead doesn't matter for your workload.

Last verified . 18 shared benchmarks.

Claude Opus 4 Anthropic

43.1

Rank #100 Confirmed

MiniMax M1 MiniMax

40.3

Rank #150 Confirmed

Summary

  • They share 18 benchmarks with published results for both. Claude Opus 4 scores higher in 7 categories and MiniMax M1 in 1 category; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Claude Opus 4 leads 61.2 to 53.1.
  • The biggest single-benchmark swing is Fiction.LiveBench: 61.1% for Claude Opus 4 and 69.4% for MiniMax M1.
  • MiniMax M1 is cheaper at $0.55 / $2.20 per million input/output tokens, against $15 / $75 for Claude Opus 4.
  • MiniMax M1 accepts more context: 1M tokens versus 200K.
  • MiniMax M1 has downloadable open weights; the other is API-only.

Side by side

Claude Opus 4 and MiniMax M1 specifications
Claude Opus 4MiniMax M1
ProviderAnthropicMiniMax
Noometry Index43.140.3
Released2025-05-222025-06-13
WeightsProprietaryOpen
Context window200K1M
Max output32K40K
Input $ / M tokens$15$0.55
Output $ / M tokens$75$2.20
Results tracked5618

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Category by category

Coding Claude Opus 4 leads

Claude Opus 4: 47.2 (#62), MiniMax M1: 39.9 (#153)

Coding benchmarks
BenchmarkClaude Opus 4MiniMax M1
LMArena Coding14421359
SWE-bench Verified70.7%—
SWE-bench Verified (bash only)67.6%—
Aider Polyglot72%—
GSO6.9%—
WeirdML43.7%—
AlgoTune1.33—

Agentic & Tool Use Not comparable

Claude Opus 4: 34.8 (#42), MiniMax M1: —

Agentic & Tool Use benchmarks
BenchmarkClaude Opus 4MiniMax M1
Cybench38%—
DeepResearch Bench46.8%—
LMArena Search1127—
METR Time Horizons63.9%—

Reasoning Too close to call

Claude Opus 4: 27.3 (#121), MiniMax M1: 26.9 (#126)

Reasoning benchmarks
BenchmarkClaude Opus 4MiniMax M1
LMArena Hard Prompts13991339
ARC-AGI-28.6%—
SimpleBench58.8%—
Kagi LLM Benchmark74.3%—
ARC-AGI-135.7%—
CritPt0.3%—
EnigmaEval5.6%—
DTBench81.6%—
LMCA37.4%—
Epoch Capabilities Index142.67—
ForecastBench61.1—

Math Claude Opus 4 leads

Claude Opus 4: 42.0 (#86), MiniMax M1: 37.5 (#151)

Math benchmarks
BenchmarkClaude Opus 4MiniMax M1
LMArena Math13901361
OTIS Mock AIME 2024-202564.4%—
Omni-MATH61.6%—
MATH Level 585%—
FrontierMath (Feb 2025 set)4.5%—
FrontierMath Tier 4 (v1)4.2%—

Knowledge Claude Opus 4 leads

Claude Opus 4: 44.0 (#88), MiniMax M1: 36.4 (#170)

Knowledge benchmarks
BenchmarkClaude Opus 4MiniMax M1
LMArena Expert13861317
GPQA Diamond76.3%—
Humanity's Last Exam10.7%—
MMLU-Pro87.5%—
Confabulations15.9%—
Vectara Hallucination Rate12%—
GPQA (HELM)70.8%—

Multimodal Not comparable

Claude Opus 4: 31.5 (#106), MiniMax M1: —

Multimodal benchmarks
BenchmarkClaude Opus 4MiniMax M1
LMArena Vision1192—
GeoBench49%—
VPCT38%—

Multilingual Claude Opus 4 leads

Claude Opus 4: 48.8 (#138), MiniMax M1: 45.8 (#163)

Multilingual benchmarks
BenchmarkClaude Opus 4MiniMax M1
LMArena Non-English13621319
LMArena Chinese13861360
LMArena French13721370
LMArena German13911350
LMArena Japanese13311217
LMArena Korean13211266
LMArena Russian13921329
LMArena Spanish13891353

Instruction Following Claude Opus 4 leads

Claude Opus 4: 77.1 (#28), MiniMax M1: 69.3 (#174)

Instruction Following benchmarks
BenchmarkClaude Opus 4MiniMax M1
LMArena Instruction Following14061312
IFEval91.8%—

Long Context MiniMax M1 leads

Claude Opus 4: 39.6 (#172), MiniMax M1: 41.4 (#141)

Long Context benchmarks
BenchmarkClaude Opus 4MiniMax M1
Fiction.LiveBench61.1%69.4%
LMArena Longer Query14221326

Writing & Preference Claude Opus 4 leads

Claude Opus 4: 61.2 (#89), MiniMax M1: 53.1 (#161)

Writing & Preference benchmarks
BenchmarkClaude Opus 4MiniMax M1
LMArena Text13771343
LMArena Creative Writing13871298
LMArena Multi-Turn13961335
Short-Story Creative Writing83.6%—
EQ-Bench Creative Writing1580—
WildBench85.2%—

Frequently asked questions

Is Claude Opus 4 better than MiniMax M1?

Claude Opus 4 is the stronger model overall, scoring 43.1 to 40.3 on the Noometry Index. MiniMax M1 costs 31× less per token, which makes it the better buy when Claude Opus 4's lead doesn't matter for your workload.

Which is cheaper, Claude Opus 4 or MiniMax M1?

MiniMax M1 is cheaper. It lists at $0.55 per million input tokens and $2.20 per million output tokens; Claude Opus 4 lists at $15 and $75.

Is Claude Opus 4 or MiniMax M1 better for coding?

Claude Opus 4 scores higher on coding benchmarks: 47.2 versus 39.9 in the Noometry coding category.

Which has the bigger context window?

MiniMax M1 does, with 1M tokens against 200K.

How many benchmarks do Claude Opus 4 and MiniMax M1 share?

18 benchmarks have published results for both models. Claude Opus 4 has 56 scored results on Noometry and MiniMax M1 has 18.

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