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ModelCap

GPT-4.1 Mini

All-versions archive #103Arena #160API only

OpenAI·openai/gpt-4.1-mini

GPT-4.1 Mini is a language model published by OpenAI. 3 OpenRouter endpoints are published in the latest snapshot. It accepts image, text, file input and returns text. The published context limit is 1.0M tokens. The catalogue declares support for tool use, structured outputs.

ModelCap Index · All-versions archive
56.2#103
Measured · 84% support · score interval 56.2–62.8
Market Gravity
43.1
Secondary market signal

Superseded by GPT-5.4 Mini. It no longer holds a current-board position; its all-versions archive rank is #103.

Input
$0.40
per 1M tokens
Output
$1.60
per 1M tokens
Context
1.0M
tokens
Providers
3
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
OpenAICheapest$0.40$1.601.0M93.00%
Azure$0.40$1.601.0M100.0%
Azureswedencentral$0.44$1.761.0M100.0%

Other versions (2)

ModelCap Index · All-versions archive

Methodology
56.2
Measured · 3 public benchmark observations across 3 boards
All-versions archive
#103
Public rank basis
Measured (measured)
Index support
83.9% · strong
Index interval
56.2–62.8
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/gpt-4.1-mini · aggregates disclosed benchmark configurations · endpoint configuration not claimed
Direct benchmark observations
3
Breadth-adjusted BES point estimate
59.5
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
59.5
Evidence status
confirmed · 92% mass
General preference
61.3
Coding
63.3
Agents & tools
Reasoning
7.4
Evidence breadth
95%
Evidence coverage
84%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
29.0
Liquidity (providers × uptime)
75.1
Open reach (HF downloads)
Surface (context / tools / modalities)
75.0
Freshness
16.1
  • · OpenRouter popularity #57
  • · 2 live providers
  • · Catalogue: context 1047576, tools, modalities Image/Text/File
  • · First seen 2025-04-14

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
48.1
partial · 56% metadata coverage
Not capability
Artifact reproducibility
0.0
Access & legal clarity
30.3
Deployability
89.3
Evaluation provenance
76.0

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
43.1
OpenRouter weekly popularity
#57 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
#160 of 385
Rating
1383.0
95% confidence interval
1379–1387
Votes
39K
Source snapshot
6 Aug 2026, 13:00 UTC
Category
overall
Identity match confidence
98%

Market Gravity breakdown

Usage55%
29.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
75.1

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%
16.1

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

Specification

Context window
1.0M tokens
Max output
33K tokens
Inputs
Image, Text, File
Outputs
Text
Tokenizer
GPT
Cached input tokens
$0.10 / 1M
First seen on OpenRouter
14 Apr 2025
Knowledge cutoff
2024-06-30

Capabilities

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