MiniMax-M2.7

March 18, 2026Last synced Jul 10, 2026, 8:59 PM

Human Frontier

86.6

Human-calibrated frontier signal, backed by Arena-style preference evidence and separate from raw AgMoBench benchmark composite scores.

Blended Price

$0.53/M

Input Price

$0.30/M

Output Price

$1.20/M

Speed

48 tok/s

TTFT

1.39s

Benchmark Scores

Intelligence Index

Performance Radar

MiniMax-M2.7

Field Average

External Benchmarks

AA-Omniscience Index

How MiniMax-M2.7 Compares

Axes

X Axis

Y Axis

Bubble Size

Filters

Blended Price (USD)$0.00 – $37.5

AgMoBench Overall≥ 1.9

Providers

ai2ai21-labsalibabaanthropicarceeawsazurebaidu

Show quadrants

google

mistral

deepseek

stepfun

openai

anthropic

liquidai

meta

cohere

nvidia

azure

kimi

minimax

alibaba

ibm

nous-research

aws

multiversecomputing

zai

deepcogito

kwaikat

xai

xiaomi

ai21-labs

inclusionai

baidu

sarvam

bytedance_seed

upstage

reka-ai

inception

arcee

tencent

ai2

perplexity

swiss-ai-initiative

Bubble size = Context Window

8191.00

2000000.00

Compare with other models

GPQA Diamond

0.9 / 100

LiveCodeBench

— / 100

Terminal-Bench Hard

0.4 / 100

τ²-Bench

0.8 / 100

AA-Omniscience AccuracyPredicted

41.2 / 100

AA-Omniscience Hallucination RatePredicted

97.8 / 100

Aider PolyglotPredicted

85.3 / 100

AIMEPredicted

0.9 / 30

AIME 2025Predicted

1.0 / 30

AlpacaEval 2.0 LCPredicted

31.2 / 100

AlpacaEval 2.0 RawPredicted

24.1 / 100

ARC-AGI-1Predicted

57.5 / 100

ARC-AGI-1 Cost per TaskPredicted

0.3

ARC-AGI-2Predicted

7.1 / 100

ARC-AGI-2 Cost per TaskPredicted

0.5

BFCL (Berkeley Function Calling)Predicted

59.8

BigCodeBench CompletePredicted

54.9 / 100

BigCodeBench InstructPredicted

44.7 / 100

AA Intelligence Index (Matrix)Predicted

67.6

AA Long Context Reasoning (Matrix)Predicted

73.2

AIME 2024Predicted

99.0

AIME 2025 (Matrix)Predicted

99.5

Arena-Hard AutoPredicted

90.1

BrowseCompPredicted

64.0

BRUMO 2025Predicted

96.3

CMIMC 2025Predicted

85.4

GPQA Diamond (Matrix)Predicted

90.8

HLE (Matrix)Predicted

27.8

HMMT Feb 2025Predicted

90.8

HMMT Nov 2025Predicted

91.0

HumanEvalPredicted

94.9

IFBench (Matrix)Predicted

62.2

IFEvalPredicted

92.5

IMO 2025Predicted

27.6

LiveCodeBench (Matrix)Predicted

86.0

MATH-500 (Matrix)Predicted

98.7

MathArena Apex 2025Predicted

1.7

MMLU-Pro (Matrix)Predicted

87.0

MMMU-ProPredicted

82.3

MRCR v2Predicted

78.0

OSWorldPredicted

42.4

SimpleQAPredicted

46.0

SMT 2025Predicted

88.2

SWE-bench ProPredicted

40.7

Tau-Bench Telecom (Matrix)Predicted

97.1

Terminal-Bench 2.0Predicted

32.7

Terminal-Bench 1.0Predicted

33.6

USAMO 2025Predicted

22.4

Video-MMUPredicted

86.8

browsecompPredicted

60.7

Aider PolyglotPredicted

0.1

Apex AgentsPredicted

2.3

Arc Agi 2Predicted

0.0

BIG-Bench HardPredicted

3.0

CAD-EvalPredicted

2.5

Chess PuzzlesPredicted

0.2

CyBenchPredicted

0.6

DeepResearchBenchPredicted

0.4

FictionLiveBenchPredicted

0.8

GeoBenchPredicted

0.0

GSM8K (Epoch)Predicted

3.0

HellaSwagPredicted

0.0

Lech Mazur WritingPredicted

8.5

METR Time HorizonsPredicted

2.7

OTIS Mock AIME 2024–2025Predicted

1.5

PosttrainbenchPredicted

0.0

SimpleQA Verified (Epoch)Predicted

0.4

The Agent CompanyPredicted

4.9

TriviaQAPredicted

10.6

WinoGrandePredicted

0.9

FrontierMathPredicted

19.1 / 100

GAIA Level 1Predicted

88.0

GAIA Level 2Predicted

84.8

GAIA Level 3Predicted

97.2

GAIAPredicted

77.2 / 100

LegalBenchPredicted

90.3 / 100

LiveCodeBenchPredicted

0.9 / 100

LongBench v2 EasyPredicted

73.6

LongBench v2 HardPredicted

51.4

LongBench v2Predicted

46.7 / 100

MATH-500Predicted

1.0 / 100

MathVistaPredicted

72.7 / 100

MedQA (USMLE)Predicted

96.1

MLE-benchPredicted

41.5 / 100

MMLU ProPredicted

0.9 / 100

MMMUPredicted

84.8 / 100

MMTU Table UnderstandingPredicted

62.4 / 100

MT-BenchPredicted

7.9 / 10

NoLiMa (NIAH)Predicted

95.4 / 100

OCRBench v2Predicted

84.7 / 100

Open LLM AveragePredicted

20.9 / 100

Open LLM: BBHPredicted

51.7 / 100

Open LLM: GPQAPredicted

30.7 / 100

Open LLM: IFEvalPredicted

37.7 / 100

Open LLM: MATH Level 5Predicted

11.0 / 100

Open LLM: MMLU-PROPredicted

35.5 / 100

Open LLM: MUSRPredicted

42.0 / 100

RE-BenchPredicted

87.2

SimpleBenchPredicted

52.6 / 100

simpleqaPredicted

46.1

SWE-bench LitePredicted

58.9 / 100

SWE-bench VerifiedPredicted

75.4 / 100

tau-bench RetailPredicted

83.2 / 100

Vectara Factual ConsistencyPredicted

90.3 / 100

Vectara Hallucination RatePredicted

9.7 / 100

WebArenaPredicted

2.9 / 100

WildBenchPredicted

48.7

BullshitBenchbullshitbench

8.0 / 100

Arena ELO: Codingchatbot_arena

1395.0

Arena ELO: Creative Writingchatbot_arena

1352.0

Chatbot Arena ELOchatbot_arena

1416.0

Ale Benchepoch_ai

732.8

Epoch Capabilities Indexepoch_ai

145.6

Exploitbenchepoch_ai

2.1

Frontiercodeepoch_ai

0.0

WebDev Arenaepoch_ai

1392.4

HuggingFace Downloads (30d)hf-downloads

1141265.0

HuggingFace Likeshf-downloads

1229.0

LegalBenchlegalbench

84.0 / 100

LiveBench Codinglivebench

54.9 / 100

LiveBench Data Analysislivebench

56.3 / 100

LiveBench Languagelivebench

66.8 / 100

LiveBench Mathlivebench

80.5 / 100

LiveBench Overalllivebench

63.5 / 100

LiveBench Reasoninglivebench

74.8 / 100

OpenRouter Token Volumeopenrouter_rankings

456000000000.0

OpenRouter Weekly Trendopenrouter_rankings

18.0

WeirdMLweirdml

37.0 / 100