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Head-to-head comparison

MiMo-V2.5 vs. MiMo-V2.5-Pro

Compare published benchmark results from matching versions and cohorts, API pricing, and technical specifications. Any documented test setup differences remain visible.

shared result series
101
distinct benchmarks
19
latest retrieval
2026-09-04

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Specifications

General specifications

Release date, availability, context window, architecture, and published parameter counts at a glance. Undisclosed details remain marked as unavailable.

Specifications for MiMo-V2.5 and MiMo-V2.5-Pro
AttributeMiMo-V2.5MiMo-V2.5-Pro
ProviderXiaomiXiaomi
ReleasedApr 23, 2026Apr 23, 2026
AvailabilityOpen SourceOpen Source
Model typeOpen WeightsOpen Weights
ParametersNot published1T, 42B active
ArchitectureMixture of ExpertsMixture of Experts
Context window1,000,000 tokens1,000,000 tokens
Knowledge cutoffNot publishedNot published
Technical sourcesModel, ContextModel

Pricing

API pricing compared

The table compares official standard API rates per 1M tokens, including published cache pricing. Batch, fast, priority, regional surcharges, tool calls, and cloud platform pricing are excluded.

API pricing for MiMo-V2.5 and MiMo-V2.5-Pro
Price typeMiMo-V2.5MiMo-V2.5-Pro
API input$0.14$0.43
API output$0.28$0.87
Cache read$0.$0.
Cache write (5 min.)Not listedNot listed
Cache write (1 hr.)Not listedNot listed
Price verified07/31/2026 Source07/31/2026 Source
MiMo-V2.5MiMo-V2.5-Pro
API inputUSD per 1M tokens, base tier
MiMo-V2.5Lower price$0.14
MiMo-V2.5-Pro$0.435
API outputUSD per 1M tokens, base tier
MiMo-V2.5Lower price$0.28
MiMo-V2.5-Pro$0.87
Cache readUSD per 1M tokens, base tier
MiMo-V2.5Lower price$0.003
MiMo-V2.5-Pro$0.004

Key to the marks:better valuebetter, but not conclusivetie

Pricing by provider

Direct developer pricing and provider endpoint tariffs routed through OpenRouter are listed separately. Prices are in USD per 1M tokens. Context-dependent direct tiers plus regional, Flex, Priority, and other OpenRouter tariffs remain individually identifiable.

Provider pricing for MiMo-V2.5 and MiMo-V2.5-Pro
ModelProviderPurchase route and tariffInput per 1M tokensOutput per 1M tokensSource
MiMo-V2.5XiaomiDirect from developerStandard API$0.14$0.28Source07/31/2026
DeepInfraVia OpenRouterdeepinfra/fp8$0.13$0.65Source09/07/2026
GMICloudVia OpenRoutergmicloud/fp8Lowest listed price: $0.119Lowest listed price: $0.238Source09/07/2026
NovitaVia OpenRouternovita/fp8$0.168$0.336Source09/07/2026
StreamLakeVia OpenRouterstreamlake$0.168$0.336Source09/07/2026
XiaomiVia OpenRouterxiaomi/fp8$0.14$0.28Source09/07/2026
MiMo-V2.5-ProXiaomiDirect from developerStandard API$0.435$0.87Source07/31/2026
AtlasCloudVia OpenRouteratlas-cloud/fp8$0.435$0.87Source09/07/2026
DeepInfraVia OpenRouterdeepinfra/fp8$0.39$1.17Source09/07/2026
DigitalOceanVia OpenRouterdigitalocean$0.4$1.5Source09/07/2026
GMICloudVia OpenRoutergmicloud/bf16Lowest listed price: $0.3045Lowest listed price: $0.609Source09/07/2026
NovitaVia OpenRouternovita$0.4802$0.9605Source09/07/2026
StreamLakeVia OpenRouterstreamlake$0.522$1.044Source09/07/2026
XiaomiVia OpenRouterxiaomi/fp8$0.435$0.87Source09/07/2026

Performance

Shared benchmarks

Only published results with the same benchmark version, task, metric, and comparison cohort are paired. Different reasoning levels, agents, harnesses, or output limits appear directly in the table.

Capability profile from matched benchmarks

Each axis averages directly matched benchmark families. A value of 100 means the stronger value within this pair, not a universal quality score.

255075100CodingReasoningMathematicsKnowledgeFinanceLegalAgentic tasksHealth
MiMo-V2.5
MiMo-V2.5-Pro
Coding: 89.2 / 96.1 (5 benchmark families)
Reasoning: 98.3 / 100 (2 benchmark families)
Mathematics: 85.1 / 100 (2 benchmark families)
Knowledge: 97.8 / 100 (2 benchmark families)
Finance: 95.5 / 100 (5 benchmark families)
Legal: 83.1 / 98.9 (4 benchmark families)
Agentic tasks: 97.9 / 90.4 (1 benchmark family)
Health: 93.9 / 100 (3 benchmark families)

101 matched rows from 19 benchmark families were considered. The radar shows 8 of 10 comparable categories.

MiMo-V2.5MiMo-V2.5-Pro
Code MigrationOverall. Higher is better. No documented setup difference
MiMo-V2.514.228 %
MiMo-V2.5-ProWinner21.557 %
CorpFin v2Overall. Higher is better. No documented setup difference
MiMo-V2.559.907 %
MiMo-V2.5-ProWinner61.422 %
EMBOverall. Higher is better. No documented setup difference
MiMo-V2.555.092 %
MiMo-V2.5-ProWinner55.228 %
Finance Agent (v2)Overall. Higher is better. No documented setup difference
MiMo-V2.536.728 %
MiMo-V2.5-ProWinner41.502 %
GPQA DiamondOverall. Higher is better. No documented setup difference
MiMo-V2.581.566 %
MiMo-V2.5-ProWinner82.576 %
Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. No documented setup difference
MiMo-V2.51.667 %
MiMo-V2.5-ProWinner2.083 %
Legal Research BenchOverall · All-pass. Higher is better. No documented setup difference
MiMo-V2.59.135 %
MiMo-V2.5-ProWinner15.865 %
LegalBenchOverall. Higher is better. No documented setup difference
MiMo-V2.5Winner78.886 %
MiMo-V2.5-Pro77.129 %
LiveCodeBench v6Overall. Higher is better. No documented setup difference
MiMo-V2.5Winner81.512 %
MiMo-V2.5-Pro81.354 %
LMArena Text, Style ControlOverall. Higher is better. No documented setup difference
MiMo-V2.51,433.798
MiMo-V2.5-ProWinner1,468.271
MedCodeOverall. Higher is better. No documented setup difference
MiMo-V2.531.895 %
MiMo-V2.5-ProWinner32.484 %
MedScribeOverall. Higher is better. No documented setup difference
MiMo-V2.572.151 %
MiMo-V2.5-ProWinner83.73 %

Key to the marks:better valuebetter, but not conclusivetie

Benchmark scores for MiMo-V2.5 and MiMo-V2.5-Pro
Benchmark and taskMiMo-V2.5MiMo-V2.5-ProSource
Code MigrationOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
14.228 %
Winner21.557 %
Vals AI
Source details
Data as of: 09/03/2026
CorpFin v2Overall
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better
59.907 %
Winner61.422 %
Vals AI
Source details
Data as of: 08/12/2026
EMBOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
55.092 %
Winner55.228 %
Vals AI
Source details
Data as of: 09/03/2026
Finance Agent (v2)Overall
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better
36.728 %
Winner41.502 %
Vals AI
Source details
Data as of: 09/03/2026
GPQA DiamondOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
81.566 %
Winner82.576 %
Vals AI
Source details
Data as of: 09/01/2026
Harvey's Legal Agent BenchmarkOverall · Task fully resolved
Test details
No documented difference in the test setupVersion: 1Metric: task resolution rateScoring: Higher is better
1.667 %
Winner2.083 %
Vals AI
Source details
Data as of: 09/03/2026
Legal Research BenchOverall · All-pass
Test details
No documented difference in the test setupVersion: 1Metric: all-pass rateScoring: Higher is better
9.135 %
Winner15.865 %
Vals AI
Source details
Data as of: 09/03/2026
LegalBenchOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
Winner78.886 %
77.129 %
Vals AI
Source details
Data as of: 09/01/2026
LiveCodeBench v6Overall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
Winner81.512 %
81.354 %
Vals AI
Source details
Data as of: 09/01/2026
LMArena Text, Style ControlOverall
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterMiMo-V2.5: Snapshot: mimo-v2.5, Harness: Arena text, style control
MiMo-V2.5-Pro: Snapshot: mimo-v2.5-pro, Harness: Arena text, style control
MiMo-V2.5: Style-controlled Arena rating from 44,540 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 57,416 anonymous pairwise votes.
1,433.798
95% confidence interval: ±4.342The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
Winner1,468.271
95% confidence interval: ±3.92The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
MedCodeOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
31.895 %
Winner32.484 %
Vals AI
Source details
Data as of: 09/03/2026
MedScribeOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
72.151 %
Winner83.73 %
Vals AI
Source details
Data as of: 09/03/2026
MMLU-ProOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
82.931 %
Winner84.595 %
Vals AI
Source details
Data as of: 09/01/2026
ProofBenchOverall
Test details
No documented difference in the test setupVersion: 1.1Metric: accuracyScoring: Higher is better
16 %
Winner22 %
Vals AI
Source details
Data as of: 09/01/2026
SWE-bench VerifiedOverall
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is better
71 %
Winner74 %
Vals AI
Source details
Data as of: 09/01/2026
TaxEval v2Overall
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is better
71.832 %
Winner73.794 %
Vals AI
Source details
Data as of: 09/01/2026
Terminal-Bench 2.1Overall
Test details
No documented difference in the test setupVersion: 2.1Metric: accuracyScoring: Higher is better
Winner60.674 %
57.303 %
Vals AI
Source details
Data as of: 09/03/2026
Vals IndexOverall
Test details
No documented difference in the test setupVersion: 2Metric: weighted index scoreScoring: Higher is better
39.91 %
Winner40.974 %
Vals AI
Source details
Data as of: 09/03/2026
Vibe Code Bench v1.1Overall
Test details
No documented difference in the test setupVersion: 1.1Metric: accuracyScoring: Higher is betterSettings: Harness: OpenHands
Winner42.174 %
34.113 %
Vals AI
Source details
Data as of: 09/03/2026
Code MigrationCLI
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
9.88 %
Winner13.981 %
Vals AI
Source details
Data as of: 08/09/2026
CorpFin v2Exact Pages
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
59.441 %
Winner60.373 %
Vals AI
Source details
Data as of: 08/06/2026
Finance Agent (v2)Adjustments
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
31.746 %
Winner34.386 %
Vals AI
Source details
Data as of: 08/06/2026
GPQA DiamondFew-Shot CoT
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
79.798 %
Winner80.808 %
Vals AI
Source details
Data as of: 08/09/2026
LegalBenchConclusion Tasks
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
86.386 %
Winner88.031 %
Vals AI
Source details
Data as of: 08/09/2026
LiveCodeBench v6Easy
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
98.447 %
Winner99.068 %
Vals AI
Source details
Data as of: 08/09/2026
LMArena Text, Style ControlBusiness, management and finance
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterMiMo-V2.5: Snapshot: mimo-v2.5, Harness: Arena text, style control
MiMo-V2.5-Pro: Snapshot: mimo-v2.5-pro, Harness: Arena text, style control
MiMo-V2.5: Style-controlled Arena rating from 9,127 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 11,336 anonymous pairwise votes.
1,441.542
95% confidence interval: ±7.42The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
Winner1,471.792
95% confidence interval: ±6.73The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
MMLU-ProBiology
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
90.237 %
Winner92.469 %
Vals AI
Source details
Data as of: 08/09/2026
SWE-bench Verified<15 min fix
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
80.928 %
Winner82.474 %
Vals AI
Source details
Data as of: 08/08/2026
TaxEval v2Correctness
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
60.752 %
Winner63.123 %
Vals AI
Source details
Data as of: 08/09/2026
Terminal-Bench 2.1Easy
Test details
No documented difference in the test setupVersion: 2.1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Winner100 %
75 %
Vals AI
Source details
Data as of: 08/06/2026
Vals IndexCorpFin v2
Test details
No documented difference in the test setupVersion: 1.2Metric: benchmark scoreScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
60.14 %
Winner62.471 %
Vals AI
Source details
Data as of: 08/09/2026
Code MigrationCOBOL
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
27.273 %
Winner44.286 %
Vals AI
Source details
Data as of: 08/09/2026
CorpFin v2Max Fitting Context
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
60.14 %
Winner61.422 %
Vals AI
Source details
Data as of: 08/06/2026
Finance Agent (v2)All-Pass
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
23.785 %
Winner28.848 %
Vals AI
Source details
Data as of: 08/06/2026
GPQA DiamondZero-Shot CoT
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
83.333 %
Winner84.343 %
Vals AI
Source details
Data as of: 08/09/2026
LegalBenchInterpretation Tasks
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
74.351 %
Winner79.497 %
Vals AI
Source details
Data as of: 08/09/2026
LiveCodeBench v6Hard
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Winner59.143 %
58.571 %
Vals AI
Source details
Data as of: 08/09/2026
LMArena Text, Style ControlChinese
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterMiMo-V2.5: Snapshot: mimo-v2.5, Harness: Arena text, style control
MiMo-V2.5-Pro: Snapshot: mimo-v2.5-pro, Harness: Arena text, style control
MiMo-V2.5: Style-controlled Arena rating from 2,140 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 3,151 anonymous pairwise votes.
1,483.45
95% confidence interval: ±13.352The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
Winner1,511.885
95% confidence interval: ±11.287The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
MMLU-ProBusiness
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
89.227 %
Winner89.987 %
Vals AI
Source details
Data as of: 08/09/2026
SWE-bench Verified>4 hours
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
0 %
Winner33.333 %
Vals AI
Source details
Data as of: 08/08/2026
TaxEval v2Stepwise Reasoning
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
82.911 %
Winner84.464 %
Vals AI
Source details
Data as of: 08/09/2026
Terminal-Bench 2.1Hard
Test details
No documented difference in the test setupVersion: 2.1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
36.667 %
Winner40 %
Vals AI
Source details
Data as of: 08/06/2026
Vals IndexFinance Agent v2
Test details
No documented difference in the test setupVersion: 1.2Metric: benchmark scoreScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
37.61 %
Winner41.243 %
Vals AI
Source details
Data as of: 08/09/2026
Code MigrationCode Quality
Test details
No documented difference in the test setupVersion: 1Metric: mean reviewer code-quality ratingScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
2.788 / 5
Winner3.382 / 5
Vals AI
Source details
Data as of: 08/09/2026
CorpFin v2Shared Max Context
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
60.14 %
Winner62.471 %
Vals AI
Source details
Data as of: 08/06/2026
Finance Agent (v2)Comparables
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
31.672 %
Winner40.15 %
Vals AI
Source details
Data as of: 08/06/2026
LegalBenchIssue Tasks
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Winner86.337 %
80.173 %
Vals AI
Source details
Data as of: 08/09/2026
LiveCodeBench v6Medium
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Winner86.945 %
86.423 %
Vals AI
Source details
Data as of: 08/09/2026
LMArena Text, Style ControlCoding
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterMiMo-V2.5: Snapshot: mimo-v2.5, Harness: Arena text, style control
MiMo-V2.5-Pro: Snapshot: mimo-v2.5-pro, Harness: Arena text, style control
MiMo-V2.5: Style-controlled Arena rating from 12,854 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 15,755 anonymous pairwise votes.
1,491.02
95% confidence interval: ±6.676The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
Winner1,520.349
95% confidence interval: ±6.131The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
MMLU-ProChemistry
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
89.841 %
Winner90.459 %
Vals AI
Source details
Data as of: 08/09/2026
SWE-bench Verified1-4 hours
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Tie33.333 %
Tie33.333 %
Vals AI
Source details
Data as of: 08/08/2026
Terminal-Bench 2.1Medium
Test details
No documented difference in the test setupVersion: 2.1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Winner70.909 %
65.455 %
Vals AI
Source details
Data as of: 08/06/2026
Vals IndexSWE-bench
Test details
No documented difference in the test setupVersion: 1.2Metric: benchmark scoreScoring: Higher is better
64.706 %
Winner66.667 %
Vals AI
Source details
Data as of: 08/09/2026
Finance Agent (v2)Disclosure Analysis
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
47.346 %
Winner53.148 %
Vals AI
Source details
Data as of: 08/06/2026
LegalBenchRhetoric Tasks
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Winner77.776 %
64.964 %
Vals AI
Source details
Data as of: 08/09/2026
LMArena Text, Style ControlCreative writing
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterMiMo-V2.5: Snapshot: mimo-v2.5, Harness: Arena text, style control
MiMo-V2.5-Pro: Snapshot: mimo-v2.5-pro, Harness: Arena text, style control
MiMo-V2.5: Style-controlled Arena rating from 7,343 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 10,262 anonymous pairwise votes.
1,392.817
95% confidence interval: ±8.004The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
Winner1,435.028
95% confidence interval: ±7.065The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
MMLU-ProComputer Science
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
86.585 %
Winner88.049 %
Vals AI
Source details
Data as of: 08/09/2026
SWE-bench Verified15 min - 1 hour
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
70.498 %
Winner74.713 %
Vals AI
Source details
Data as of: 08/08/2026
Vals IndexTerminal-Bench 2.1
Test details
No documented difference in the test setupVersion: 1.2Metric: benchmark scoreScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Winner60.674 %
57.303 %
Vals AI
Source details
Data as of: 08/09/2026
Finance Agent (v2)Earnings Analysis
Test details
No documented difference in the test setupVersion: 2Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
45.006 %
Winner54.614 %
Vals AI
Source details
Data as of: 08/06/2026
LegalBenchRule Tasks
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
69.582 %
Winner72.98 %
Vals AI
Source details
Data as of: 08/09/2026
LMArena Text, Style ControlEnglish
Test details
No documented difference in the test setupVersion: style-control-v1Metric: style-controlled Bradley-Terry ratingScoring: Higher is betterMiMo-V2.5: Snapshot: mimo-v2.5, Harness: Arena text, style control
MiMo-V2.5-Pro: Snapshot: mimo-v2.5-pro, Harness: Arena text, style control
MiMo-V2.5: Style-controlled Arena rating from 20,213 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 24,800 anonymous pairwise votes.
1,452.388
95% confidence interval: ±5.607The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
Winner1,481.475
95% confidence interval: ±5.077The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
LMArena
Source details
Data as of: 09/01/2026
MMLU-ProEconomics
Test details
No documented difference in the test setupVersion: 1Metric: accuracyScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
86.73 %
Winner87.915 %
Vals AI
Source details
Data as of: 08/09/2026
Vals IndexVibe Code Bench
Test details
No documented difference in the test setupVersion: 1.2Metric: benchmark scoreScoring: Higher is betterSettings: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Winner48.148 %
36.321 %
Vals AI
Source details
Data as of: 08/09/2026

Key to the marks:better valuebetter, but not conclusivetie

How to read this comparison

Winning one benchmark is not an overall verdict

Your workload, budget, and required context length matter most. A coding benchmark says little about visual understanding or agent performance.

The standard price table uses direct developer rates. The provider comparison labels OpenRouter endpoints, regions, and special tariffs separately.

Every result links to its measurement source and retrieval date. Labels distinguish vendor reports, official benchmark leaderboards, and independent evaluations. Disputed or archived results are excluded.

More matchups

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View the complete LLM comparison