MiMo-V2.5-Pro
open weights★ featuredTop 5 cheapest providers (Adjusted $/task)
Within the active global provider, residency and confidentiality filters.
| # | Provider | Platform | Raw input $/1M | Raw output $/1M | Adjusted $/task |
|---|---|---|---|---|---|
| 1 | GMICloud | OpenRouter | $0.304 | $0.609 | |
| 2 | DeepInfra | OpenRouter | $0.390 | $1.17 | |
| 3 | DigitalOcean | OpenRouter | $0.400 | $1.50 | |
| 4 | AtlasCloud | OpenRouter | $0.435 | $0.870 | |
| 5 | Novita | OpenRouter | $0.480 | $0.960 |
Benchmarks
MODEL EVIDENCE
Benchmark sheet
21 / 73 registered benchmark versions covered · 23 observations including existing index snapshots.
Composite retains Coding Agent v1.4 · source 2026-09-09
The five Composite inputs remain unchanged. Its Coding Agent input is the median across complete harness results in the retained v1.4 snapshot from 2026-09-09. Artificial Analysis now publishes v1.5, with different components. Explore current v1.5 separately. Dated snapshot labels on other indices identify unversioned source captures, not a verified semantic version.
Profile signals
2 threshold-crossing signals flagged · 22 eligible benchmark families
How flags are calculated
Heuristic screen, not statistical significance: benchmark families are correlated and source uncertainty is unknown. Peer evidence needs ≥ 20 independently measured matched configurations from ≥ 10 distinct model families. A flag needs a directed population z-score of magnitude ≥ 1.5 and a gap of ≥ 1.5 from the leave-one-benchmark-family-out mean z in the same direction, over ≥ 5 other benchmark families.
- unusually weak APEX-Agents-AA snapshot-2026-09-10
Why
Observed: 0.02434 fractionPeer mean 0.22694 · peer sd 0.12479 · n 30 · families 30Directed z -1.624 · baseline z 0.416 · gap -2.039 · profile n 210.02434 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗Evidence
Axis: APEX-Agents-AA · snapshot-2026-09-10 · Published boardExact value:0.0243362831858407fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recordedObservation id:aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:apexAgents - unusually strong IFBench (AA single-turn) snapshot-2026-09-10
Why
Observed: 0.79864 fractionPeer mean 0.48006 · peer sd 0.17139 · n 450 · families 331Directed z 1.859 · baseline z 0.25 · gap 1.609 · profile n 210.79864 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗Evidence
Axis: IFBench (AA single-turn) · snapshot-2026-09-10 · Published boardExact value:0.798639455782313fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recordedObservation id:aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:ifbench
Protocol-compatible measured/vendor divergences
No verified protocol-compatible vendor/measured pair is available for this model; agreement cannot be assessed.
Agentic
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| AA-AnalystAgent Version snapshot-2026-09-10 | Published board Tests analyst tasks using agentic Python execution across fourteen domains. | 0.2 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA-AnalystAgent · snapshot-2026-09-10 · Published board Exact value: 0.2 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:analystAgent |
| APEX-Agents-AA Version snapshot-2026-09-10 | Published board Tests professional-service tasks that require agents to produce locally graded deliverables. | 0.02434 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: APEX-Agents-AA · snapshot-2026-09-10 · Published board Exact value: 0.0243362831858407 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:apexAgents |
| AA-Briefcase Version snapshot-2026-09-10 | Published board Tests multi-week professional knowledge-work projects with linked tasks and large source collections. | 883.43 Elomeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA-Briefcase · snapshot-2026-09-10 · Published board Exact value: 883.43 EloObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:briefcaseBreakdown.overall.elo |
| GDPval-AA v2 Version 2 | Published board Tests professional knowledge-work deliverables across occupations using AA's Stirrup harness. | 1186.32 Elomeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: GDPval-AA v2 · 2 · Published board Exact value: 1186.32 EloObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:gdpval |
| Harvey LAB-AA Version snapshot-2026-09-10 | Published board Tests legal-work deliverables across practice areas on Harvey's private task set. | 0.73252 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Harvey LAB-AA · snapshot-2026-09-10 · Published board Exact value: 0.732522796352584 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:harveyLab |
| ITBench-AA Version snapshot-2026-09-10 | Published board Tests root-cause diagnosis from offline Kubernetes incident snapshots. | 0.3823 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: ITBench-AA · snapshot-2026-09-10 · Published board Exact value: 0.382297551789077 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:itBenchSre |
| Terminal-Bench Hard (AA) Version 74221fb | Published board Tests a pinned 44-task hard subset of terminal-based work using Terminus 2. | 0.43182 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Terminal-Bench Hard (AA) · 74221fb · Published board Exact value: 0.431818181818182 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:terminalbenchHard |
| Terminal-Bench v2.1 (AA) Version 2.1 | Published board Tests terminal-based work on the 89-task verified refresh using Terminus 2. | 0.65169 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Terminal-Bench v2.1 (AA) · 2.1 · Published board Exact value: 0.651685393258427 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:terminalbenchV21 |
| Terminal-Bench v4.0 (AA) Version 4.0 | Published board Tests terminal-based work on the 66-task release using mini-SWE-agent v2.4.6. | 0 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Terminal-Bench v4.0 (AA) · 4.0 · Published board Exact value: 0 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:terminalbenchV40 |
Coding
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| SciCode (AA subproblems) Version 1.0.1 | Published board Tests scientific Python programming with scientist-annotated background information. | 0.50579 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: SciCode (AA subproblems) · 1.0.1 · Published board Exact value: 0.505787037037037 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:scicode |
| AA Coding Index Version snapshot-2026-09-10 (unversioned) | Published board Published AA index from the retained API snapshot. No verified semantic version was supplied. | 60.2 pointsmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA Coding Index · snapshot-2026-09-10 (unversioned) · Published board Exact value: 60.2 pointsObserved: 2026-09-10 · publication date: not recorded Observation id: legacy:aa_coding_index:mimo-v2.5-pro::defaultProtocol: inspect · file data/raw/artificialanalysis.json |
Instruction-following
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| IFBench (AA single-turn) Version snapshot-2026-09-10 | Published board Tests precise single-turn instructions with deterministic rule checks. | 0.79864 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: IFBench (AA single-turn) · snapshot-2026-09-10 · Published board Exact value: 0.798639455782313 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:ifbench |
Knowledge
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| Humanity's Last Exam (AA text-only) Version snapshot-2026-09-10 | Published board Tests expert-level knowledge on AA's text-only Humanity's Last Exam subset. | 0.35681 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Humanity's Last Exam (AA text-only) · snapshot-2026-09-10 · Published board Exact value: 0.356811862835959 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:hle |
| AA-Omniscience Index Version snapshot-2026-09-10 | Published board Tests factual reliability while rewarding correct answers and penalizing hallucinations. | 3.25 pointsmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA-Omniscience Index · snapshot-2026-09-10 · Published board Exact value: 3.25 pointsObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:omniscience |
Long-context
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| GDP.pdf (AA) Version snapshot-2026-09-10 | Published board Tests professional reasoning over long PDFs with AA document preparation and grading. | 0.04 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: GDP.pdf (AA) · snapshot-2026-09-10 · Published board Exact value: 0.04 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:gdpPdfAllPass |
| AA-LCR v1.1 Version 1.1 | Published board Tests reasoning across multiple long documents with corrected answer keys and grading. | 0.79667 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA-LCR v1.1 · 1.1 · Published board Exact value: 0.796666666666667 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:lcr |
| MLCR-AA Version snapshot-2026-09-10 | Published board Tests medical-record synthesis and reasoning across long, fragmented case documents. | 0.09444 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: MLCR-AA · snapshot-2026-09-10 · Published board Exact value: 0.0944444444444444 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:mlcrOverall |
Reasoning
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| AA Intelligence Index Version snapshot-2026-09-10 (unversioned) | Published board Published AA index from the retained API snapshot. No verified semantic version was supplied. | 26.4 pointsmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA Intelligence Index · snapshot-2026-09-10 (unversioned) · Published board Exact value: 26.4 pointsObserved: 2026-09-10 · publication date: not recorded Observation id: legacy:aa_intelligence_index:mimo-v2.5-pro::defaultProtocol: inspect · file data/raw/artificialanalysis.json |
Science
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| CritPt (AA) Version snapshot-2026-09-10 | Published board Tests research-level physics reasoning with Python, symbolic and numerical answers. | 0.04 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: CritPt (AA) · snapshot-2026-09-10 · Published board Exact value: 0.04 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:critpt |
| GPQA Diamond (AA) Version snapshot-2026-09-10 | Published board Tests graduate-level biology, physics and chemistry knowledge on the Diamond subset. | 0.86566 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: GPQA Diamond (AA) · snapshot-2026-09-10 · Published board Exact value: 0.865656565656566 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:gpqa |
Tool-use
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| AutomationBench-AA Version 1.0.6 | Published board Tests multi-app SaaS workflows through REST tools on a held-out AutomationBench split. | 0.13704 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AutomationBench-AA · 1.0.6 · Published board Exact value: 0.13703616508004313 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:automationBenchPartialScore |
| τ²-Bench Telecom (AA) Version snapshot-2026-09-10 | Published board Tests dual-control telecom agents that coordinate tool use with a simulated user. | 0.94152 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: τ²-Bench Telecom (AA) · snapshot-2026-09-10 · Published board Exact value: 0.941520467836257 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:tau2 |
| τ³-Banking (AA) Version 1.0.1 | Published board Tests banking support agents that retrieve policies and change account state through tools. | 0.09897 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: τ³-Banking (AA) · 1.0.1 · Published board Exact value: 0.0989690721649484 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:00f1248e-78e3-4230-8dc8-5e13ba8645e2:tauBanking |
Missing coverage · 54 benchmark versions
No result does not mean a zero, or that the model was never tested. Collection failures and disputed versions retain their distinct status.
- AIME 2025 (AA) · 2025
Unknown: no published result matched to this configuration.
- Artificial Analysis Coding Agent Index v1.4 · 1.4
Unknown: no published result matched to this configuration.
- Artificial Analysis Coding Agent Index v1.5 · 1.5
Unknown: no published result matched to this configuration.
- EnterpriseOps-Gym-AA · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- LiveCodeBench (AA historical field) · snapshot-2026-09-10
contested: Exact evaluation task window is unknown.
- MMMU Pro (AA) · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Aider Polyglot · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- ARC-AGI-1 · 1
Unknown: no published result matched to this configuration.
- ARC-AGI-2 · 2
Unknown: no published result matched to this configuration.
- ARC-AGI-3 · 3
Unknown: no published result matched to this configuration.
- BuzzBench · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- CritPt · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- EQ-Bench 4 · 4
Unknown: no published result matched to this configuration.
- EQ-Bench Creative Writing v3 · 3
Unknown: no published result matched to this configuration.
- Judgemark v4 · 4
Unknown: no published result matched to this configuration.
- EQ-Bench Longform Creative Writing · v1.11
Unknown: no published result matched to this configuration.
- Slop Score · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- HELMET · snapshot-2026-09-10
manual required: Suite uses heterogeneous task/context metrics; no universal headline is published.
- Humanity's Last Exam (HLE) · snapshot-2026-09-10
manual required: README sample output is not attributable to a model and is not a current result.
- IFBench · snapshot-2026-09-10
manual required: Captured README specifies evaluation, not a named-model result.
- Japanese-RP-Bench (Aratako) · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Japanese-RP-Bench v2 (tegnike fork) · 2
Unknown: no published result matched to this configuration.
- LiveBench · 2026-06-25
Unknown: no published result matched to this configuration.
- LongBench v2 · 2
Unknown: no published result matched to this configuration.
- LLM Creative Story-Writing Benchmark · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- LLM Divergent Thinking Creativity Benchmark · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Elimination Game Benchmark · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- MMMU · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- OTIS Mock AIME 2024-2025 · 2024-2025
contested: Captured July-2025 result predates the registered exact-match grading protocol; withheld.
- PingPong English (unadjusted mean) · 2
Unknown: no published result matched to this configuration.
- RP-Bench Community Elo · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- RULER · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SciCode · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SimpleBench · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- The Slop Index · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SlopBench · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Spiral-Bench · 1.2
Unknown: no published result matched to this configuration.
- SWE-bench Multilingual · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SWE-bench Multimodal · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SWE-Bench Pro Public · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SWE-bench Verified · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- τ²-bench · 2
Unknown: no published result matched to this configuration.
- τ³-Banking · 1.0.1
Unknown: no published result matched to this configuration.
- τ³-Voice · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Terminal-Bench · 4.0
Unknown: no published result matched to this configuration.
- Towards AI Editorial Writing · snapshot-2026-09-10
manual required: Private protocol and visually reported X values require xplainervideo capture and primary evidence review.
- UGI NatInt · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- UGI Willingness · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- UGI Writing · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- UGI · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Vending-Bench 2 · 2
Unknown: no published result matched to this configuration.
- WeirdML · 2
Unknown: no published result matched to this configuration.
- DesignArena Frontend · snapshot-2026-09-10 (unversioned)
Unknown: no published result matched to this configuration.
- DesignArena Full-Stack · snapshot-2026-09-10 (unversioned)
Unknown: no published result matched to this configuration.
Variants / reasoning settings
| Variant | Coding · snapshot 2026-09-10 | Intelligence · snapshot 2026-09-10 |
|---|---|---|
| MiMo-V2.5-Pro | 60.2 | 26.4 |
| MiMo-V2.5-Pro (Non-reasoning) | — | 18.3 |
Token offers by platform — Adjusted $/task
Adjusted costs are modeled USD per task: AA output tokens × OpenRouter usage I/O (Chutes global fallback). These are general usage and benchmark proxies for coding-agent work. Missing AA data assumes 1,000 output tokens/task; unknown cache hit assumes 0%; unmeasured additional cache writes assume 0 tokens. Click any underlined price for exact inputs, dates and assumptions. Raw list prices use the selected fixed input/output blend, in USD per million tokens.
5 offers within the active global filters; “—” means the catalog is active but no public token price is available.
OpenRouter (5)
| GMICloud | globalgmicloud/bf16 | $0.304 raw in $/1M | $0.609 raw out $/1M | |
| DeepInfra | globaldeepinfra/fp8 | $0.390 raw in $/1M | $1.17 raw out $/1M | |
| DigitalOcean | globaldigitalocean | $0.400 raw in $/1M | $1.50 raw out $/1M | |
| Novita | globalnovita | $0.480 raw in $/1M | $0.960 raw out $/1M | |
| AtlasCloud | globalatlas-cloud/fp8 | $0.435 raw in $/1M | $0.870 raw out $/1M |