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ModelCap

MiMo-V2.5-Pro

All-versions archive #48Arena #44Official publisher releaseOpen weights

Xiaomi·xiaomi/mimo-v2.5-pro

MiMo-V2.5-Pro is ModelCap archive rank #48 (Measured), from the ModelCap Index as of 22 Sept 2026, 02:49 UTC.

MiMo-V2.5-Pro listed OpenRouter input price is $0.435 per 1M tokens and listed output price is $0.87 per 1M tokens, from OpenRouter listed prices as of 22 Sept 2026, 02:49 UTC.

MiMo-V2.5-Pro has a published context limit of 1M tokens in the ModelCap catalogue as of 22 Sept 2026, 02:49 UTC.

MiMo-V2.5-Pro has 7 published OpenRouter serving endpoints, from OpenRouter as of 22 Sept 2026, 02:49 UTC.

MiMo-V2.5-Pro weight access is open weights, from ModelCap classification of published repository metadata as of 22 Sept 2026, 02:49 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · All-versions archive
75.1#48
Measured · 87% support · score interval 69.3–80.9
Evidence as of 19 Sept 2026, 22:46 UTC
Market Gravity
56.8Increased by 0.2
Secondary market signal

Superseded by MiMo-V2.6-Pro. It no longer holds a current-board position; its all-versions archive rank is #48.

Input
$0.435
per 1M tokens
Output
$0.87
per 1M tokens
Context
1M
tokens
Providers
7
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
GMICloudbf16Cheapest$0.304$0.6091Mbf1682.95%
AtlasCloudfp8$0.435$0.871Mfp897.93%
Xiaomifp8$0.435$0.871Mfp899.93%
Novita$0.48$0.961M99.57%
StreamLake$0.522$1.041M92.86%
DeepInfrafp8$0.39$1.171Mfp899.07%
DigitalOcean$0.48$1.80262K100.0%

Hugging Face Inference Providers

Exact repository identity

Provider economics and telemetry published by the Hugging Face Router. These are operational signals, not benchmark results.

ProviderInputOutputContextTTFTThroughputFeatures
novita
live
$0.522$1.041M4531 ms26.0 tok/stools
deepinfra
live
$1.00$3.001M484 ms20.9 tok/stools · structured

Reasoning efforts

Best supported result can inform ModelCap

Published Max, X-High, High and other configurations for this model. These are sourced scores, not head-to-head essays.

EffortAgent scoreSource rankSampleSource
Default
Mimo V2.5 Pro
-5.73%
CI -6.6-4.9%
#361.9M obs
41K sessions
LMArena Agent
Match 100%

Reported evaluation leads (12)

Not independent measurement

Structured rows reported in this exact model repository at the pinned revision below. They are the publisher talking about itself: never measured evidence, never a score input on their own. They remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.

Dataset / taskMetricValueRevisionProvenance
cais/hle
hle
48
Unpinned
not published
Reported
Quarantined
claw-eval/Claw-Eval
general
64
Unpinned
not published
Reported
Quarantined
claw-eval/Claw-Eval
multi_turn
63.2
Unpinned
not published
Reported
Quarantined
harborframework/terminal-bench-2.0
terminalbench_2
68.4
Unpinned
not published
Reported
Quarantined
Idavidrein/gpqa
diamond
66.7
Unpinned
not published
Reported
Quarantined
internlm/WildClawBench
overall
43
Unpinned
not published
Reported
Quarantined
internlm/WildClawBench
avg_time
451
Unpinned
not published
Reported
Quarantined
internlm/WildClawBench
avg_cost
12.6
Unpinned
not published
Reported
Quarantined
openai/gsm8k
gsm8k
99.6
Unpinned
not published
Reported
Quarantined
ScaleAI/SWE-bench_Pro
SWE_Bench_Pro
57.2
Unpinned
not published
Reported
Quarantined
SWE-bench/SWE-bench_Verified
swe_bench_%_resolved
78.9
Unpinned
not published
Reported
Quarantined
TIGER-Lab/MMLU-Pro
mmlu_pro
68.5
Unpinned
not published
Reported
Quarantined

Other versions (1)

ModelCap Index · All-versions archive

Methodology
75.1
Measured · 5 public benchmark observations across 5 boards
All-versions archive
#48
Public rank basis
Measured (measured)
Index support
87.3% · strong
Index interval
69.3–80.9
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
19 Sept 2026, 22:46 UTC
Identity binding
Exact catalogue product · xiaomi/xiaomi/mimo-v2.5-pro/fp8 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata XiaomiMiMo/MiMo-V2.5-Pro@21d1ecfecd7bd70f31be25ca49d7edd21f003659 (not the evaluation revision)
Index observations used
5
Qualified Index evidence point
75.1
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
75.1
Evidence status
confirmed · 95% mass
General preference
75.8
Coding
80.7
Agents & tools
35.6
Reasoning
Evidence breadth
97%
Evidence coverage
87%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
31.6
Liquidity (providers × uptime)
97.9
Open reach (HF downloads)
81.0
Surface (context / tools / modalities)
85.0
Freshness
56.0
  • · OpenRouter popularity #52
  • · 7 live providers
  • · HF 30d downloads 20582
  • · Catalogue: context 1050000, reasoning, tools
  • · First seen 2026-04-22

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

BES evidence selected · measured input only

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Deployment readiness

Metadata index
92.0
strong · 94% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
99.2
Evaluation provenance
83.7

Missing: artifactReproducibility.base-lineage, evaluationProvenance.evaluation-dataset-revisions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
56.8
OpenRouter weekly popularity
#52 of 322

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

Status
Ranked
Source
LMArena
Official rank
#44 of 402
Rating
1467.4
95% confidence interval
1464–1471
Votes
61K
Source published at
13 Sept 2026, 00:00 UTC
Category
overall
Identity match confidence
100%

Market Gravity breakdown

Usage55%
31.6

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
97.9

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
81.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
56.0

Time since first public availability, on a six-month half-life.

Specification

Context window
1M tokens
Max output
131K tokens
Inputs
Text
Outputs
Text
Tokenizer
Other
Cached input tokens
$0.0036 / 1M
First seen on OpenRouter
22 Apr 2026

Capabilities

  • Supported: Reasoning
  • Supported: Tool use
  • Supported: Structured output
  • Supported: Response format
  • Not supported: Moderated

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access
Open weights
Licence
mit
Pinned revision
21d1ecfecd7b
Parameters
1023.2B
Architecture
MiMoV2ForCausalLM
Model type
mimo_v2
Hugging Face downloads (30d)
21K
Downloads (all time)
333K
Likes
758
Repository updated
9 Jul 2026, 04:20 UTC

Benchmark leaderboards featuring MiMo-V2.5-Pro

All leaderboards
Public benchmark boards on which MiMo-V2.5-Pro has a published result
LeaderboardScoreSource rankConfigurationPublished
Arena coding leaderboardArena (LMArena)15211515–1527#25 of 397Default13 Sept 2026
LMArena Agent leaderboardLMArena-5.7%-6.6%–-4.9%#36 of 46Default15 Sept 2026
Artificial Analysis Intelligence IndexArtificial Analysis26.0#82 of 151intelligence-index:v4.3:reasoning-unspecified19 Sept 2026
τ²-Bench Telecom (Artificial Analysis run)Artificial Analysis94.2%#34 of 436tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="MiMo-V2.5-Pro":reasoning=true5 Sept 2026
Humanity's Last Exam (Artificial Analysis run)Artificial Analysis35.7%#85 of 615hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="MiMo-V2.5-Pro":reasoning=true5 Sept 2026
WildClawBench OpenClaw leaderboardWildClawBench43.0#21 of 34Default20 Jul 2026

MiMo-V2.5-Pro: common questions

How does MiMo-V2.5-Pro rank among AI models?

MiMo-V2.5-Pro is a superseded version and is not on the current board as of 22 September 2026. Its archive position, where one exists, is shown on the page; the newer version carries the current rank.

How much does MiMo-V2.5-Pro cost per 1M tokens?

MiMo-V2.5-Pro is listed at $0.435 per 1M input tokens and $0.87 per 1M output tokens as of 22 September 2026; the lowest output price among 7 providers is $0.609 on GMICloud. Prices come from the OpenRouter catalogue and re-observe on every refresh. For 1,000 requests using 2,000 input and 500 output tokens each, the listed rates imply $1.30 total (2M input + 0.5M output). This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the chosen endpoint's rate and limits before budgeting.

What is the context window of MiMo-V2.5-Pro?

MiMo-V2.5-Pro has a published context window of 1M tokens (1,050,000) and a maximum output of 131K tokens. Individual providers can serve less than the published maximum; the providers table lists each endpoint's own limit.

Is MiMo-V2.5-Pro open-weight?

Open weights (mit). Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI. The repository is XiaomiMiMo/MiMo-V2.5-Pro on Hugging Face.

Which API providers serve MiMo-V2.5-Pro?

7 providers serve MiMo-V2.5-Pro through OpenRouter as of 22 September 2026: GMICloud, DeepInfra, AtlasCloud, Xiaomi, DigitalOcean and Novita and 1 more. Each provider's price, context limit, quantization and measured uptime are in the providers table above.

Which benchmarks has MiMo-V2.5-Pro been evaluated on?

MiMo-V2.5-Pro has published results on 6 public boards tracked by ModelCap as of 22 September 2026: Arena coding 1521 (#25 of 397), LMArena Agent -5.7% (#36 of 46), AA Intelligence Index 26.0 (#82 of 151), AA τ²-Bench Telecom 94.2% (#34 of 436) and AA Humanity's Last Exam 35.7% (#85 of 615) and more. Each board page ranks every tracked model on that benchmark; the ModelCap Index combines them with published uncertainty.

When was MiMo-V2.5-Pro released?

MiMo-V2.5-Pro first appeared in the catalogue on 22 Apr 2026. It has since been superseded by MiMo-V2.6-Pro. Rank and price movements since then are recorded on the site's changes feed.