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ModelCap

o4 Mini

Current board #47Arena #149API only

OpenAI·openai/o4-mini

o4 Mini is a language model published by OpenAI. 1 OpenRouter endpoint is published in the latest snapshot. It accepts image, text, file input and returns text. The published context limit is 200K tokens. The catalogue declares support for reasoning, tool use, structured outputs.

ModelCap Index · Current board
59.1#47
Measured · 84% support · score interval 59.1–65.7
Market Gravity
22.9
Secondary market signal
Input
$1.10
per 1M tokens
Output
$4.40
per 1M tokens
Context
200K
tokens
Providers
1
endpoint
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
OpenAI$1.10$4.40200K100.0%

Other versions (1)

ModelCap Index · Current board

Methodology
59.1
Measured · 3 public benchmark observations across 3 boards
Current board
#47
Public rank basis
Measured (measured)
Index support
84.2% · strong
Index interval
59.1–65.7
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Identity binding
Exact catalogue product · openai/openai/o4-mini · aggregates disclosed benchmark configurations · endpoint configuration not claimed
Direct benchmark observations
3
Breadth-adjusted BES point estimate
62.4
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
62.4
Evidence status
confirmed · 93% mass
General preference
63.7
Coding
62.2
Agents & tools
Reasoning
38.9
Evidence breadth
95%
Evidence coverage
84%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
10.6
Liquidity (providers × uptime)
35.0
Open reach (HF downloads)
Surface (context / tools / modalities)
88.3
Freshness
16.2
  • · OpenRouter popularity #163
  • · 1 live provider
  • · Catalogue: context 200000, reasoning, tools, modalities Image/Text/File
  • · First seen 2025-04-16

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
45.3
partial · 56% metadata coverage
Not capability
Artifact reproducibility
0.0
Access & legal clarity
30.3
Deployability
80.0
Evaluation provenance
76.4

Missing: artifactReproducibility.revision-sha, artifactReproducibility.architecture-and-model-type, artifactReproducibility.parameter-count, artifactReproducibility.serialized-weight-format, artifactReproducibility.base-lineage, accessLegalClarity.declared-license, accessLegalClarity.resolvable-license-terms, 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
22.9
OpenRouter weekly popularity
#163 of 298

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
Arena
Official rank
#149 of 385
Rating
1390.0
95% confidence interval
1386–1394
Votes
45K
Source snapshot
6 Aug 2026, 13:00 UTC
Category
overall
Identity match confidence
98%

Market Gravity breakdown

Usage55%
10.6

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
35.0

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

Open reach15%
50.0

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

Freshness5%
16.2

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

Specification

Context window
200K tokens
Max output
100K tokens
Inputs
Image, Text, File
Outputs
Text
Tokenizer
GPT
Cached input tokens
$0.275 / 1M
First seen on OpenRouter
16 Apr 2025
Knowledge cutoff
2024-06-30

Capabilities

  • Supported: Reasoning
  • Supported: Tool use
  • Supported: Structured output
  • Supported: Response format
  • Supported: Moderated