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ModelScale

MiMo-V2.5-Pro

Xiaomi · Proprietary · rank 46 · bench-align-v5

Canonical idmimo-v2-5-pro
Overall score62.89
Context window1M tokens
Release date2026-04-22
Access typeProprietary
Blended $/1MUnavailable75% input / 25% output

Capability shape

Seven axes from the ranking source. A missing axis is drawn as a gap.

Capability evidence

Agentic60.3
Coding44.9
Knowledge62.9
Reasoning75.8
Multimodal & GroundedUnavailable
Instruction Following93.7
MathUnavailable

Runtime service evidence

Measured values with the date they were observed. Nothing is inferred from a sibling model or a provider claim.

Time to first token: latency to the first answer chunk (Artificial Analysis, via BenchLM). Reasoning models include thinking time, so values can run to tens or hundreds of seconds.

Evidence key: ObservedUnavailable

Runtime measurements
MeasurementValueObservedLast goodEvidence
Time to first tokenUnavailableUnavailableUnavailable
ThroughputUnavailableUnavailableUnavailable

Regional or per-endpoint measurements appear only when the API supplies them; none are modelled here.

Endpoint and price matrix

Every published price component, including cache reads and writes.

Price components
ComponentUSDEvidence
Input / 1M tokensUnavailable
Output / 1M tokensUnavailable
Cache read / 1M tokensUnavailable
Cache write / 1M tokensUnavailable
Blended / 1M (75% input / 25% output)Unavailable
Self-hosted listingWe did not find a current first-party public API pricing page for Xiaomi MiMo-V2.5-Pro. BenchLM treats pricing as unavailable until Xiaomi publishes one.No hosted token rate was published for this model, so its per-token price is unavailable rather than zero.

Workload-aware monthly cost example

10 conversations per day × 8 messages × 22 active days, 1200 input and 400 output tokens per message, no cache. This uses the same calculator as the cost simulator, so an unavailable applicable rate makes the example unavailable too.

Modelled monthly costUnavailableThe applicable input rate is unavailable.
Modelled tokensUnavailable
Open the simulatorChange this workload

Benchmark record

30 matched benchmark rows with their published value, unit, and provenance.

Knowledge

Knowledge benchmarks
BenchmarkValueTasksDifficultyProvenance
HLE
Humanity's Last Exam
48Expert-level questionsFrontier expert levelHumanity's Last Exam
Artificial Analysis Intelligence Index
Artificial Analysis Intelligence Index
26.4Cross-benchmark intelligence indexDisplay-only external referenceArtificial Analysis
AA-GPQA Diamond
Artificial Analysis GPQA Diamond
86.6Graduate-level science questionsGraduate-level science reasoningArtificial Analysis GPQA Diamond Benchmark Leaderboard
AA-HLE
Artificial Analysis Humanity's Last Exam
35.7Expert-level questionsFrontier expert reasoningArtificial Analysis Humanity's Last Exam Benchmark Leaderboard
AA-Omniscience Index
Artificial Analysis Omniscience Index
3.3Knowledge questionsBroad factual knowledgeAA-Omniscience: Knowledge and Hallucination Benchmark
AA-Omniscience Accuracy
Artificial Analysis Omniscience Accuracy
22.4Knowledge questionsBroad knowledgeArtificial Analysis model benchmarks
AA-Omniscience Hallucination Rate
Artificial Analysis Omniscience Hallucination Rate
24.7Knowledge questionsFactualityArtificial Analysis model benchmarks
HLE w/o tools
Humanity's Last Exam without tools
34Expert-level questionsFrontier expert levelIntroducing GPT-5.4 mini and nano
GPQA Diamond (Vals)
GPQA Diamond, Vals AI run
82.6Graduate-level science questionsExpert reasoningVals AI GPQA Diamond, Vals AI run leaderboard
MMLU-Pro (Vals)
MMLU-Pro, Vals AI run
84.6Academic multiple-choice questionsBroad academic knowledgeVals AI MMLU-Pro, Vals AI run leaderboard

Coding

Coding benchmarks
BenchmarkValueTasksDifficultyProvenance
Terminal-Bench 2.0
Terminal-Bench 2.0
68.4Terminal-based software tasksProfessional software engineeringTerminal-Bench 2.0
SWE-bench Pro
SWE-bench Pro
57.21,865 repository problemsLong-horizon professional engineeringSWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
AA Coding Index
Artificial Analysis Coding Index
60.2Cross-benchmark coding indexDisplay-only external referenceArtificial Analysis model leaderboards
AA-SciCode
Artificial Analysis SciCode
50.6Scientific coding subproblemsScientific programmingArtificial Analysis SciCode Benchmark Leaderboard
LiveCodeBench (Vals)
LiveCodeBench, Vals AI run
81.4Competitive programming problems (easy, medium, hard)Frontier codingVals AI LiveCodeBench, Vals AI run leaderboard
SWE-bench (Vals)
SWE-bench, Vals AI run
74.0Real repository issues by human time bucketFrontier coding agentsVals AI SWE-bench, Vals AI run leaderboard

Reasoning

Reasoning benchmarks
BenchmarkValueTasksDifficultyProvenance
AA-LCR
Artificial Analysis Long Context Reasoning
79.7Long-context reasoning tasksLong-context reasoningArtificial Analysis model benchmarks
CritPt
Critical Physics Tasks
4.0Research-level physics questionsResearch-level physics reasoningCritPt Benchmark Leaderboard

Instruction Following

Instruction Following benchmarks
BenchmarkValueTasksDifficultyProvenance
AA-IFBench
Artificial Analysis IFBench
79.9Verifiable instruction constraintsInstruction precisionArtificial Analysis IFBench Benchmark Leaderboard

Agentic

Agentic benchmarks
BenchmarkValueTasksDifficultyProvenance
Terminal-Bench 2.0
Terminal-Bench 2.0
68.4Terminal-based software tasksProfessional software engineeringTerminal-Bench 2.0
GDPval-AA
GDPval-AA
1265Agentic real-world work tasksProfessional agentic workflowsDeepSeek-V4 Technical Report
GDPval-AA
GDPval-AA normalized
34.3Economically valuable tasksProfessional agentic workflowsArtificial Analysis model benchmarks
AA Agentic Index
Artificial Analysis Agentic Index
22.7Cross-benchmark agentic indexDisplay-only external referenceArtificial Analysis model leaderboards
APEX-Agents-AA
APEX-Agents-AA
2.4452 professional-services agent tasksLong-horizon workplace agent tasksAPEX-Agents-AA Benchmark Leaderboard
Gert Labs
Gert Labs Composite Game Benchmark
62.70Novel game environmentsAgentic coding and decision-makingGert Labs rankings
τ²-bench results
τ²-Bench Tool-Agent-User Evaluation
94.2Airline, retail, and telecom customer-service task setsDual-control customer-service workflowsτ²-Bench: Evaluating Conversational Agents in a Dual-Control Environment
Claw-Eval
Claw-Eval
63.8300 tasks, 2,159 rubricsReal-world general, multi-turn, and native multimodal agent executionClaw-Eval: Towards Trustworthy Evaluation of Autonomous Agents
τ³-bench results
τ³-Bench Tool-Agent-User Evaluation
72.9Corrected customer-service tasks plus knowledge and voice evaluation modesLong-horizon, multimodal, and knowledge-aware tool useOfficial τ³-bench repository and release notes
Terminal-Bench 2.1 (Vals)
Terminal-Bench 2.1, Vals AI run
57.3Difficult terminal tasksFrontier agenticVals AI Terminal-Bench 2.1, Vals AI run leaderboard

Multimodal & Grounded

Multimodal & Grounded benchmarks
BenchmarkValueTasksDifficultyProvenance
Design Arena Website
Design Arena Website Elo
1284Website generation comparisonsDesign and website generationOpenRouter Grok 4.3 benchmarks

Lifecycle and limitations log

Lifecycle events the source associates with this model, plus what this profile does not claim.

No lifecycle event references this model.

That is not evidence the model has no lifecycle plan — only that this source published none.

What this profile does not claimValues are reproduced exactly as their sources published them, in the units those sources declared; none are converted, interpolated, or averaged across providers. Any field marked unavailable was attempted and not returned — the attempt timestamp is in each badge. Last attempted fetch for this model’s score: 2026-09-17 17:17 UTC.