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Models / MiniMax

MiniMax M2.5

MiniMax · Released 2026-04-01

MiniMax's April 2026 agentic model. SWE-bench Verified 80.2% (#8). Superseded by M3 for open-weights work but still on leaderboards.

Prior MiniMax tier for coding agents when pinned to M2.5 endpoints.

#32 of 51 on AA Index · current snapshot
34 AA Index · 11 benchmark rows · 2 sourcesPosition is benchmark-specific — not a cross-family or cross-source ranking.
Composite58
Context1M
Input / 1M$0.30
Output / 1M$1.2
Knowledge cutoff2026-02-01
Output speed87 t/s
TTFT (default API)1.02s
Statussolid
ReasoningCodingAgenticLong context
Reasoning
85
Coding
80
Agentic
95
Long context
66

82average across 4 tested families

Benchmark placements

Where MiniMax M2.5 places on each public benchmark source that publishes a row. Rank counts every model with a latest row in the same test — not a universal quality score.

BenchmarkFamilyRankScoreSourceDate
τ³-Bench BankingAgentic#2/ 6495Artificial Analysis2026-07-21
SWE-bench VerifiedCoding#10/ 2380SWE-bench official leaderboard2026-05-30
IFBenchReasoning#29/ 5772Artificial Analysis2026-07-21
AA output speedPerformance#31/ 69Artificial Analysis2026-07-21
AA-LCRLong context#36/ 6466Artificial Analysis2026-07-21
GPQA DiamondReasoning#41/ 6985Artificial Analysis2026-07-21
AA time to first tokenPerformance#44/ 69Artificial Analysis2026-07-21
Artificial Analysis Intelligence IndexReasoning#46/ 6734Artificial Analysis2026-07-21
Humanity's Last ExamReasoning#47/ 6519Artificial Analysis2026-07-21
SciCodeCoding#47/ 6543Artificial Analysis2026-07-21
Terminal-BenchAgentic#57/ 6935Artificial Analysis2026-07-21
Family context

The three highest-scoring carded models in each capability family. Where MiniMax M2.5 shows up, it's highlighted.

ReasoningMiniMax M2.5 · 85
  1. 1
    Claude Mythos Preview
    95
  2. 2
    GPT-5.6 Sol
    94
  3. 3
    Kimi K3
    94
CodingMiniMax M2.5 · 80
  1. 1
    GPT 5.5
    96
  2. 2
    Claude Opus 4.8
    96
  3. 3
    Claude Opus 4.6
    96
AgenticMiniMax M2.5 · 95
  1. 1
    GPT 5.5
    100
  2. 2
    Claude Opus 4.8
    100
  3. 3
    Claude Fable 5
    100
Long contextMiniMax M2.5 · 66
  1. 1
    Kimi K3
    75
  2. 2
    GPT-5.1
    75
  3. 3
    GPT-5.6 Sol
    74
Newest receipts

Benchmark rows added to the public ledger for MiniMax M2.5 in the last 120 days. Older rows live in the full table below.

11 recent
BenchmarkFamilyScoreSourceDays ago
AA-LCRLong context66%Artificial Analysis2
AA output speedPerformance87 t/sArtificial Analysis2
AA time to first tokenPerformance1.02sArtificial Analysis2
Artificial Analysis Intelligence IndexReasoning33.7%Artificial Analysis2
GPQA DiamondReasoning84.8%Artificial Analysis2
Humanity's Last ExamReasoning19.1%Artificial Analysis2
IFBenchReasoning71.63%Artificial Analysis2
SciCodeCoding42.6%Artificial Analysis2
τ³-Bench BankingAgentic95.32%Artificial Analysis2
Terminal-BenchAgentic34.85%Artificial Analysis2
SWE-bench VerifiedCoding80.2%SWE-bench official leaderboard54
Family coverage

A high composite that hides a weak family is a trap. These bars surface the families where this model hasn't been publicly tested, and where it leads.

Reasoning85
Coding80
Agentic95
Long context66
Price vs. performance
0255075100$0.10$0.30$1$3$10$30input USD / 1M tokens · log scale →← intelligence

Hover or tab any dot for name, score, and input price.

AnthropicOpenAIMistralAlibabaDeepSeekGoogleMoonshotMiniMaxxAIMetaZhipuXiaomiMeituanCohere

Full benchmark ledger

Every catalog benchmark for MiniMax M2.5. Scores link to the original source; gaps mean no public row exists yet.

11 sourced rows

11 of 32 catalog benchmarks have a sourced row for MiniMax M2.5.

Reasoning

Coding

Agentic

Long context

Performance

Sources