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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.

101

shared result series

19

distinct benchmarks

2026-08-16

latest retrieval

Change model selection

Specifications and cost

General specifications and standard API pricing

Undisclosed parameter counts and knowledge cutoffs stay marked as unavailable. The table shows direct standard token pricing, including documented context tiers. Batch, fast, priority, regional surcharges, tool calls, and cloud platform pricing are excluded.

Specifications and API pricing 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
API pricing per 1M tokens
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 verified07/31/2026Source07/31/2026Source
MiMo-V2.5MiMo-V2.5-Pro
API inputUSD per 1M tokens, base tier
MiMo-V2.5$0.14Lower price
MiMo-V2.5-Pro$0.435
API outputUSD per 1M tokens, base tier
MiMo-V2.5$0.28Lower price
MiMo-V2.5-Pro$0.87
Cache readUSD per 1M tokens, base tier
MiMo-V2.5$0.003Lower price
MiMo-V2.5-Pro$0.004

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.

101 shared result series
MiMo-V2.5MiMo-V2.5-Pro
Arena Text, Style ControlOverall. Higher is better. No documented setup difference
MiMo-V2.51,434.021 arena points
MiMo-V2.5-Pro1,467.876 arena pointsWinner
Code MigrationOverall. Higher is better. No documented setup difference
MiMo-V2.514.228 %
MiMo-V2.5-Pro21.557 %Winner
CorpFin v2Overall. Higher is better. No documented setup difference
MiMo-V2.559.907 %
MiMo-V2.5-Pro61.422 %Winner
EMBOverall. Higher is better. No documented setup difference
MiMo-V2.555.092 %
MiMo-V2.5-Pro55.228 %Winner
Finance Agent (v2)Overall. Higher is better. No documented setup difference
MiMo-V2.536.728 %
MiMo-V2.5-Pro41.502 %Winner
GPQA DiamondOverall. Higher is better. No documented setup difference
MiMo-V2.581.566 %
MiMo-V2.5-Pro82.576 %Winner
Harvey's Legal Agent BenchmarkOverall · Task fully resolved. Higher is better. No documented setup difference
MiMo-V2.51.667 %
MiMo-V2.5-Pro2.083 %Winner
Legal Research BenchOverall · All-pass. Higher is better. No documented setup difference
MiMo-V2.59.135 %
MiMo-V2.5-Pro15.865 %Winner
LegalBenchOverall. Higher is better. No documented setup difference
MiMo-V2.578.886 %Winner
MiMo-V2.5-Pro77.129 %
LiveCodeBench v6Overall. Higher is better. No documented setup difference
MiMo-V2.581.512 %Winner
MiMo-V2.5-Pro81.354 %
MedCodeOverall. Higher is better. No documented setup difference
MiMo-V2.531.895 %
MiMo-V2.5-Pro32.484 %Winner
MedScribeOverall. Higher is better. No documented setup difference
MiMo-V2.572.151 %
MiMo-V2.5-Pro83.73 %Winner
Benchmark scores for MiMo-V2.5 and MiMo-V2.5-Pro
Benchmark and taskMiMo-V2.5MiMo-V2.5-ProComparabilitySource
Arena Text, Style ControlOverall
1,434.021 arena points
95% confidence interval: ±4.35The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,467.876 arena pointsWinner
95% confidence interval: ±4.128The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-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 44,628 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 50,613 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Code MigrationOverall
14.228 %
21.557 %Winner
1accuracyHigher is betterCohort: vals-code-migration:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-13Import ID: vals-code-migration-2026-08-16-107652dc6bfcRetrieved 2026-08-16
CorpFin v2Overall
59.907 %
61.422 %Winner
2accuracyHigher is betterCohort: vals-corp-fin-v2:2:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-12Import ID: vals-corp_fin_v2-2026-08-16-45bbf84f57abRetrieved 2026-08-16
EMBOverall
55.092 %
55.228 %Winner
1accuracyHigher is betterCohort: vals-emb:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-13Import ID: vals-emb-2026-08-16-68d5d1d47a97Retrieved 2026-08-16
Finance Agent (v2)Overall
36.728 %
41.502 %Winner
2accuracyHigher is betterCohort: vals-finance-agent-v2:2:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-14Import ID: vals-fabv2-2026-08-16-8853da43085dRetrieved 2026-08-16
GPQA DiamondOverall
81.566 %
82.576 %Winner
1accuracyHigher is betterCohort: vals-gpqa:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-12Import ID: vals-gpqa-2026-08-16-7f8363eaa2dbRetrieved 2026-08-16
Harvey's Legal Agent BenchmarkOverall · Task fully resolved
1.667 %
2.083 %Winner
1task resolution rateHigher is betterCohort: vals-legal-agent-benchmark:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-14Import ID: vals-hlab-2026-08-16-bae90566df2fRetrieved 2026-08-16
Legal Research BenchOverall · All-pass
9.135 %
15.865 %Winner
1all-pass rateHigher is betterCohort: vals-legal-research:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-14Import ID: vals-legal_research-2026-08-16-af296c00ecaaRetrieved 2026-08-16
LegalBenchOverall
78.886 %Winner
77.129 %
1accuracyHigher is betterCohort: vals-legal-bench:1:overallNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-12Import ID: vals-legal_bench-2026-08-16-d5b3b1b2b5c8Retrieved 2026-08-16
LiveCodeBench v6Overall
81.512 %Winner
81.354 %
1accuracyHigher is betterCohort: vals-lcb:1:overallNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-13Import ID: vals-lcb-2026-08-16-17b9c147080dRetrieved 2026-08-16
MedCodeOverall
31.895 %
32.484 %Winner
1accuracyHigher is betterCohort: vals-medcode:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-12Import ID: vals-medcode-2026-08-16-524f7f474eacRetrieved 2026-08-16
MedScribeOverall
72.151 %
83.73 %Winner
1accuracyHigher is betterCohort: vals-medscribe:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-12Import ID: vals-medscribe-2026-08-16-c385354a7e62Retrieved 2026-08-16
MMLU-ProOverall
82.931 %
84.595 %Winner
1accuracyHigher is betterCohort: vals-mmlu-pro:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-12Import ID: vals-mmlu_pro-2026-08-16-e14d5bb3a34cRetrieved 2026-08-16
ProofBenchOverall
16 %
22 %Winner
1.1accuracyHigher is betterCohort: vals-proof-bench:1.1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-14Import ID: vals-proof_bench-2026-08-16-14232db24de1Retrieved 2026-08-16
SWE-bench VerifiedOverall
71 %
74 %Winner
1accuracyHigher is betterCohort: vals-swebench:1:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-12Import ID: vals-swebench-2026-08-16-c133071b8167Retrieved 2026-08-16
TaxEval v2Overall
71.832 %
73.794 %Winner
2accuracyHigher is betterCohort: vals-tax-eval-v2:2:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-12Import ID: vals-tax_eval_v2-2026-08-16-5bbd495dac53Retrieved 2026-08-16
Terminal-Bench 2.1Overall
60.674 %Winner
57.303 %
2.1accuracyHigher is betterCohort: vals-terminal-bench-2-1:2.1:overallNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-13Import ID: vals-terminal-bench-2-1-2026-08-16-b3f38c18bea4Retrieved 2026-08-16
Vals IndexOverall
39.91 %
40.974 %Winner
2weighted index scoreHigher is betterCohort: vals-vals-index:2:overallNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-14Import ID: vals-vals_index-2026-08-16-ab641d89d6edRetrieved 2026-08-16
Vibe Code Bench v1.1Overall
42.174 %Winner
34.113 %
1.1accuracyHigher is betterCohort: vals-vibe-code-bench:1.1:overallNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Harness: OpenHands
MiMo-V2.5-Pro: Harness: OpenHands
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-13Import ID: vals-vibe-code-2026-08-16-a73c9770bcc4Retrieved 2026-08-16
Arena Text, Style ControlBusiness, management and finance
1,442.81 arena points
95% confidence interval: ±7.454The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,470.913 arena pointsWinner
95% confidence interval: ±7.118The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:industry_business_and_management_and_financial_operationsNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-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 9,122 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 10,018 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Code MigrationCLI
9.88 %
13.981 %Winner
1accuracyHigher is betterCohort: vals-code-migration:1:cliNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-code-migration-2026-08-11-3a2d5ce718a3Retrieved 2026-08-11
CorpFin v2Exact Pages
59.441 %
60.373 %Winner
2accuracyHigher is betterCohort: vals-corp-fin-v2:2:exact_pagesNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-corp_fin_v2-2026-08-11-d9e58d191cd9Retrieved 2026-08-11
Finance Agent (v2)Adjustments
31.746 %
34.386 %Winner
2accuracyHigher is betterCohort: vals-finance-agent-v2:2:adjustmentsNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-fabv2-2026-08-11-3e5c93a1857cRetrieved 2026-08-11
GPQA DiamondFew-Shot CoT
79.798 %
80.808 %Winner
1accuracyHigher is betterCohort: vals-gpqa:1:diamond_few_shot_cotNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-gpqa-2026-08-11-d3325290a404Retrieved 2026-08-11
LegalBenchConclusion Tasks
86.386 %
88.031 %Winner
1accuracyHigher is betterCohort: vals-legal-bench:1:conclusion_tasksNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-legal_bench-2026-08-11-836e5e44618eRetrieved 2026-08-11
LiveCodeBench v6Easy
98.447 %
99.068 %Winner
1accuracyHigher is betterCohort: vals-lcb:1:easyNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-lcb-2026-08-11-0342bcc364e4Retrieved 2026-08-11
MMLU-ProBiology
90.237 %
92.469 %Winner
1accuracyHigher is betterCohort: vals-mmlu-pro:1:biologyNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-mmlu_pro-2026-08-11-b8e53828d746Retrieved 2026-08-11
SWE-bench Verified<15 min fix
80.928 %
82.474 %Winner
1accuracyHigher is betterCohort: vals-swebench:1:<15 min fixNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-08Import ID: vals-swebench-2026-08-11-a6212cd857d8Retrieved 2026-08-11
TaxEval v2Correctness
60.752 %
63.123 %Winner
2accuracyHigher is betterCohort: vals-tax-eval-v2:2:correctnessNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-tax_eval_v2-2026-08-11-d05a40bf446fRetrieved 2026-08-11
Terminal-Bench 2.1Easy
100 %Winner
75 %
2.1accuracyHigher is betterCohort: vals-terminal-bench-2-1:2.1:easyNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-terminal-bench-2-1-2026-08-11-8f0ebd72a609Retrieved 2026-08-11
Vals IndexCorpFin v2
60.14 %
62.471 %Winner
1.2benchmark scoreHigher is betterCohort: vals-vals-index:1.2:corp_fin_v2No documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-vals_index-2026-08-11-e79d08d59249Retrieved 2026-08-11
Arena Text, Style ControlChinese
1,484.784 arena points
95% confidence interval: ±13.546The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,511.817 arena pointsWinner
95% confidence interval: ±12.271The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:chineseNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-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 2,159 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 2,736 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Code MigrationCOBOL
27.273 %
44.286 %Winner
1accuracyHigher is betterCohort: vals-code-migration:1:cobolNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-code-migration-2026-08-11-3a2d5ce718a3Retrieved 2026-08-11
CorpFin v2Max Fitting Context
60.14 %
61.422 %Winner
2accuracyHigher is betterCohort: vals-corp-fin-v2:2:max_fitting_contextNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-corp_fin_v2-2026-08-11-d9e58d191cd9Retrieved 2026-08-11
Finance Agent (v2)All-Pass
23.785 %
28.848 %Winner
2accuracyHigher is betterCohort: vals-finance-agent-v2:2:all_passNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-fabv2-2026-08-11-3e5c93a1857cRetrieved 2026-08-11
GPQA DiamondZero-Shot CoT
83.333 %
84.343 %Winner
1accuracyHigher is betterCohort: vals-gpqa:1:diamond_zero_shot_cotNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-gpqa-2026-08-11-d3325290a404Retrieved 2026-08-11
LegalBenchInterpretation Tasks
74.351 %
79.497 %Winner
1accuracyHigher is betterCohort: vals-legal-bench:1:interpretation_tasksNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-legal_bench-2026-08-11-836e5e44618eRetrieved 2026-08-11
LiveCodeBench v6Hard
59.143 %Winner
58.571 %
1accuracyHigher is betterCohort: vals-lcb:1:hardNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-lcb-2026-08-11-0342bcc364e4Retrieved 2026-08-11
MMLU-ProBusiness
89.227 %
89.987 %Winner
1accuracyHigher is betterCohort: vals-mmlu-pro:1:businessNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-mmlu_pro-2026-08-11-b8e53828d746Retrieved 2026-08-11
SWE-bench Verified>4 hours
0 %
33.333 %Winner
1accuracyHigher is betterCohort: vals-swebench:1:>4 hoursNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-08Import ID: vals-swebench-2026-08-11-a6212cd857d8Retrieved 2026-08-11
TaxEval v2Stepwise Reasoning
82.911 %
84.464 %Winner
2accuracyHigher is betterCohort: vals-tax-eval-v2:2:stepwise_reasoningNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-tax_eval_v2-2026-08-11-d05a40bf446fRetrieved 2026-08-11
Terminal-Bench 2.1Hard
36.667 %
40 %Winner
2.1accuracyHigher is betterCohort: vals-terminal-bench-2-1:2.1:hardNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-terminal-bench-2-1-2026-08-11-8f0ebd72a609Retrieved 2026-08-11
Vals IndexFinance Agent v2
37.61 %
41.243 %Winner
1.2benchmark scoreHigher is betterCohort: vals-vals-index:1.2:finance_agentNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-vals_index-2026-08-11-e79d08d59249Retrieved 2026-08-11
Arena Text, Style ControlCoding
1,491.103 arena points
95% confidence interval: ±6.694The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,520.126 arena pointsWinner
95% confidence interval: ±6.518The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:codingNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-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 12,905 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 13,962 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Code MigrationCode Quality
2.788 / 5
3.382 / 5Winner
1mean reviewer code-quality ratingHigher is betterCohort: vals-code-migration:1:code_qualityNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-code-migration-2026-08-11-3a2d5ce718a3Retrieved 2026-08-11
CorpFin v2Shared Max Context
60.14 %
62.471 %Winner
2accuracyHigher is betterCohort: vals-corp-fin-v2:2:shared_max_contextNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-corp_fin_v2-2026-08-11-d9e58d191cd9Retrieved 2026-08-11
Finance Agent (v2)Comparables
31.672 %
40.15 %Winner
2accuracyHigher is betterCohort: vals-finance-agent-v2:2:comparablesNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-fabv2-2026-08-11-3e5c93a1857cRetrieved 2026-08-11
LegalBenchIssue Tasks
86.337 %Winner
80.173 %
1accuracyHigher is betterCohort: vals-legal-bench:1:issue_tasksNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-legal_bench-2026-08-11-836e5e44618eRetrieved 2026-08-11
LiveCodeBench v6Medium
86.945 %Winner
86.423 %
1accuracyHigher is betterCohort: vals-lcb:1:mediumNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-lcb-2026-08-11-0342bcc364e4Retrieved 2026-08-11
MMLU-ProChemistry
89.841 %
90.459 %Winner
1accuracyHigher is betterCohort: vals-mmlu-pro:1:chemistryNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-mmlu_pro-2026-08-11-b8e53828d746Retrieved 2026-08-11
SWE-bench Verified1-4 hours
33.333 %Tie
33.333 %Tie
1accuracyHigher is betterCohort: vals-swebench:1:1-4 hoursNo documented setup differenceTieMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-08Import ID: vals-swebench-2026-08-11-a6212cd857d8Retrieved 2026-08-11
Terminal-Bench 2.1Medium
70.909 %Winner
65.455 %
2.1accuracyHigher is betterCohort: vals-terminal-bench-2-1:2.1:mediumNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-terminal-bench-2-1-2026-08-11-8f0ebd72a609Retrieved 2026-08-11
Vals IndexSWE-bench
64.706 %
66.667 %Winner
1.2benchmark scoreHigher is betterCohort: vals-vals-index:1.2:swebenchNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: No further settings disclosed
MiMo-V2.5-Pro: No further settings disclosed
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-vals_index-2026-08-11-e79d08d59249Retrieved 2026-08-11
Arena Text, Style ControlCreative writing
1,393.97 arena points
95% confidence interval: ±8.032The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,433.675 arena pointsWinner
95% confidence interval: ±7.575The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:creative_writingNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-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 7,336 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 8,652 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Finance Agent (v2)Disclosure Analysis
47.346 %
53.148 %Winner
2accuracyHigher is betterCohort: vals-finance-agent-v2:2:disclosure_analysisNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-fabv2-2026-08-11-3e5c93a1857cRetrieved 2026-08-11
LegalBenchRhetoric Tasks
77.776 %Winner
64.964 %
1accuracyHigher is betterCohort: vals-legal-bench:1:rhetoric_tasksNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-legal_bench-2026-08-11-836e5e44618eRetrieved 2026-08-11
MMLU-ProComputer Science
86.585 %
88.049 %Winner
1accuracyHigher is betterCohort: vals-mmlu-pro:1:computer_scienceNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-mmlu_pro-2026-08-11-b8e53828d746Retrieved 2026-08-11
SWE-bench Verified15 min - 1 hour
70.498 %
74.713 %Winner
1accuracyHigher is betterCohort: vals-swebench:1:15 min - 1 hourNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-08Import ID: vals-swebench-2026-08-11-a6212cd857d8Retrieved 2026-08-11
Vals IndexTerminal-Bench 2.1
60.674 %Winner
57.303 %
1.2benchmark scoreHigher is betterCohort: vals-vals-index:1.2:terminal_bench_2_1No documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-vals_index-2026-08-11-e79d08d59249Retrieved 2026-08-11
Arena Text, Style ControlEnglish
1,453.043 arena points
95% confidence interval: ±5.602The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
1,482.21 arena pointsWinner
95% confidence interval: ±5.356The Arena score measures human preference rather than a fixed capability test. The confidence interval and model configuration are part of the result.
style-control-v1style-controlled Bradley-Terry ratingHigher is betterCohort: lmarena-text-style-control:2026-08-12:englishNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-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 20,269 anonymous pairwise votes.MiMo-V2.5-Pro: Style-controlled Arena rating from 22,059 anonymous pairwise votes.
ArenaType: Official benchmark leaderboardLeaderboard updated: 2026-08-12Import ID: lmarena-eeedf9209373a7f9b324bfb839e7b02fedacd1e5-1611ed64f3f1Retrieved 2026-08-16
Finance Agent (v2)Earnings Analysis
45.006 %
54.614 %Winner
2accuracyHigher is betterCohort: vals-finance-agent-v2:2:earnings_analysisNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-06Import ID: vals-fabv2-2026-08-11-3e5c93a1857cRetrieved 2026-08-11
LegalBenchRule Tasks
69.582 %
72.98 %Winner
1accuracyHigher is betterCohort: vals-legal-bench:1:rule_tasksNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-legal_bench-2026-08-11-836e5e44618eRetrieved 2026-08-11
MMLU-ProEconomics
86.73 %
87.915 %Winner
1accuracyHigher is betterCohort: vals-mmlu-pro:1:economicsNo documented setup differenceWinner: MiMo-V2.5-ProMiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-mmlu_pro-2026-08-11-b8e53828d746Retrieved 2026-08-11
Vals IndexVibe Code Bench
48.148 %Winner
36.321 %
1.2benchmark scoreHigher is betterCohort: vals-vals-index:1.2:vibe_code_benchNo documented setup differenceWinner: MiMo-V2.5MiMo-V2.5: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
MiMo-V2.5-Pro: Temperature: 1, Top P: 0.95, Output limit: 128,000 tokens
Vals AIType: Independent evaluationLeaderboard updated: 2026-08-09Import ID: vals-vals_index-2026-08-11-e79d08d59249Retrieved 2026-08-11

The table shows 64 diversified result series from 101 shared results. This prevents one benchmark with many subtasks from crowding out every other test.

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.

Prices use official API rates per 1M tokens. Web subscriptions and cloud platform surcharges can differ.

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.