priorsBuilder

MiniMax · released 2026-03-18

MiniMax M2.7

Measured on 61 benchmarks.

General frontier

Not ranked in this mix — too little measured data for its benchmarks.

Your mix’s benchmarks

3 of 8 measured

reasoning

Humanity's Last Exam

587 results
  1. #149default of 58729.6%

Leader: Opus 5.5 · 61.4%

knowledge

AA-Omniscience

526 results
  1. #126default of 5260.8

Leader: Opus 5.5 · 46.4

reasoning

BullshitBench v2

196 results
  1. #182high of 1968.0%
  2. #185low of 1967.0%

Leader: Opus 4.8 · 95.0%

All 61 benchmarks

show 58 more

agentic

AA-AnalystAgent

44 results
  1. #38default of 4411.3%

Leader: Gemini 3.7 Flash · 60.0%

agentic

AA-Briefcase v1.1

224 results
  1. #160default of 224718

Leader: Sonnet 5.5 · 1823

agentic

APEX-Agents-AA

33 results
  1. #29default of 3310.6%

Leader: Gemini 3.5 Flash · 47.1%

agentic

AutomationBench (Zapier)

115 results
  1. #112high of 1150.5%

Leader: Gemini 4 · 51.3%

agentic

AutomationBench-AA

219 results
  1. #164default of 2194.4%

Leader: Gemini 4 · 77.5%

agentic

Harvey's Legal Agent Benchmark

79 results
  1. #69high of 790.0%

Leader: Muse Spark 1.2 · 25.4%

agentic

ITBench-AA

45 results
  1. #36default of 4526.5%

Leader: GPT-5.6 Sol · 56.2%

agentic

Legal Research Bench

78 results
  1. #69high of 7810.6%

Leader: Muse Spark 1.3 · 55.3%

agentic

Tax Agent Bench

69 results
  1. #62high of 696.9%

Leader: Fable 5.1 · 49.2%

agentic

Terminal-Bench 2.0

40 results
  1. #19high of 4045.1%

Leader: GPT-5.5 · 84.7%

agentic

τ²-Bench Telecom

393 results
  1. #102default of 39384.8%

Leader: GLM 5.2 · 99.1%

agentic

τ³-Banking

206 results
  1. #146default of 2069.9%

Leader: Qwen 3.8 Max · 51.3%

coding

Arena WebDev

122 results
  1. #84high of 1221398

Leader: Opus 5.5 · 1813

coding

Code Migration

77 results
  1. #64high of 778.7%

Leader: Sonnet 5.5 · 69.8%

coding

DeepSWE v1

29 results
  1. #29high of 290.2%

Leader: GPT-5.5 · 70.0%

coding

LiveCodeBench (Vals)

127 results
  1. #72high of 12779.9%

Leader: Fable 5.1 · 90.5%

coding

ProgramBench v1 Almost Resolved

62 results
  1. #59high of 620.0%

Leader: Opus 5.5 · 65.0%

coding

ProgramBench v1 Fully Resolved

62 results
  1. #52high of 620.0%

Leader: Opus 5.5 · 18.5%

coding

ProgramBench v1 Raw Pass Rate

62 results
  1. #60high of 6213.5%

Leader: Opus 5.5 · 87.0%

coding

SciCode

226 results
  1. #108default of 22650.1%

Leader: Opus 5.5 · 66.9%

coding

SWE-bench Verified (Vals)

85 results
  1. #48high of 8573.8%

Leader: Opus 5 · 97.0%

coding

Terminal-Bench 2.0 (Vals)

63 results
  1. #21high of 6347.2%

Leader: GPT-5.5 · 73.2%

coding

Terminal-Bench 2.1 (Vals)

74 results
  1. #61high of 7448.7%

Leader: Opus 5.5 · 87.6%

coding

Terminal-Bench Hard-AA

387 results
  1. #59default of 38739.4%

Leader: GPT-5.6 Sol · 65.9%

coding

Terminal-Bench v2.1-AA

238 results
  1. #107default of 23855.4%

Leader: Fable 5.1 · 91.4%

coding

Terminal-Bench v4-AA

216 results
  1. #156default of 2160.0%

Leader: Sonnet 5.5 · 63.6%

coding

Vibe Code Bench v1.1

105 results
  1. #86high of 10511.9%

Leader: Sonnet 5.5 · 92.4%

coding

WeirdML v2

127 results
  1. #100high of 12736.9%

Leader: GPT-6 Astra Pro · 93.6%

composite

AA Intelligence Index v4.3.2

610 results
  1. #193default of 61022.8

Leader: Opus 5.5 · 57.6

composite

Arena Text

220 results
  1. #108high of 2201415

Leader: Gemini 4 · 1525

composite

Arena Text — Multi-Turn

220 results
  1. #98high of 2201426

Leader: Gemini 4 · 1553

creative

MineBench

72 results
  1. #53high of 721241

Leader: GPT-6 Astra Pro · 2281

economics

CorpFin (Vals)

117 results
  1. #58high of 11761.2%

Leader: Opus 5 · 73.2%

economics

Excel Modeling Benchmark

74 results
  1. #65high of 7428.5%

Leader: Fable 5.1 · 76.7%

economics

Finance Agent v2

78 results
  1. #73high of 7827.9%

Leader: Gemini 4 · 65.4%

economics

GDP.pdf

210 results
  1. #149default of 2106.0%

Leader: Muse Wonder Full (Max) · 32.6%

economics

GDPval-AA v2.1

288 results
  1. #158default of 2881010

Leader: Opus 5.5 · 1866

economics

TaxEval (Vals)

125 results
  1. #100high of 12566.6%

Leader: Muse Spark 1.2 · 80.4%

instruction

IFBench

399 results
  1. #27default of 39975.7%

Leader: Grok 4.3 · 83.3%

knowledge

AA-Omniscience Accuracy

526 results
  1. #206default of 52626.8%

Leader: Fable 5.1 · 67.2%

knowledge

AA-Omniscience Non-hallucination

526 results
  1. #63default of 52664.4%

Leader: MiniCPM5-1B (Non-reasoning) · 99.1%

knowledge

CaseLaw (Vals)

53 results
  1. #23high of 5360.9%

Leader: Grok 4.3 · 79.3%

knowledge

GPQA Diamond

539 results
  1. #98default of 53987.4%

Leader: GPT-6 Astra · 96.3%

knowledge

GPQA Diamond (Vals)

122 results
  1. #42high of 12286.6%

Leader: Gemini 3.1 Pro · 95.5%

knowledge

MedCode

94 results
  1. #72high of 9434.4%

Leader: Opus 5 · 63.6%

knowledge

MedScribe

96 results
  1. #55high of 9679.9%

Leader: Opus 5.5 · 91.4%

knowledge

MMLU Pro (Vals)

122 results
  1. #83high of 12280.4%

Leader: Fable 5.1 · 92.4%

long-context

AA-LCR v1.1

523 results
  1. #115default of 52378.3%

Leader: Kimi K3 · 88.7%

long-context

MLCR-AA

94 results
  1. #82default of 943.3%

Leader: Sonnet 5.5 · 75.0%

math

AIME (Vals)

82 results
  1. #26high of 8291.0%

Leader: Gemini 3.1 Pro · 98.1%

reasoning

CritPt

529 results
  1. #249default of 5290.6%

Leader: Muse Wonder Full (Max) · 32.9%

reasoning

LegalBench

135 results
  1. #43high of 13584.0%

Leader: Fable 5 · 88.6%

reliability

Tool-call error rate

171 results
  1. #141high of 1715.0%

Leader: GPT-5.4 Pro · 0.0%

reliability

Uptime (7d)

181 results
  1. #124high of 18198.8%

Leader: GPT-5 Pro · 100.0%

speed

Latency (Time to First Token)

351 results
  1. #108default of 3511.5s

Leader: Gemini 2.5 Flash-Lite · 0.3s

speed

Output Speed (tokens/s)

351 results
  1. #247default of 35166.0

Leader: Celeris-1 · 1522.5

speed

Provider latency

177 results
  1. #89high of 1771.3s

Leader: Qwen 2.5 7B · 0.2s

speed

Provider throughput

176 results
  1. #136high of 17643.5

Leader: Muse Spark 1.1 · 204.3