Model evidence profile

GPT-4.1 nano

OpenAI · Proprietary · Non-Reasoning

currentestimated
Overall public score
42.43
Source rank
#184
Evidence coverage
4 benchmarks · 2 sources

Strongest published evidencePublic overall score 42.43 at source rank #184.

Validate before choosingValidate the selected route price, context limits, and evidence freshness before choosing.

Revision benchmark_3b14dc55ef5307cfe91356d3ea348101 · Published Aug 30, 2026 · Checked Aug 30, 2026 · stale

Relative field position

Capability radar

Percentiles use eligible source ranks. Missing axes remain unavailable and never become zero.

Capability ranking percentile radarAgenticCodingInstruction FollowingKnowledgeMathMultimodal groundedOverallReasoning
Agentic percentile
23.7 percentileRank #107 of 140
Coding percentile
19.4 percentileRank #117 of 145
Instruction Following percentile
29.3 percentileRank #30 of 42
Knowledge percentile
Knowledge: Unavailable
Math percentile
Math: Unavailable
Multimodal grounded percentile
Multimodal grounded: Unavailable
Overall percentile
Overall: Unavailable
Reasoning percentile
Reasoning: Unavailable

Published measurements

Category scores

Scores retain their source units; percentile and rank appear only for eligible fields.

Agenticestimated
41.1
Rank
#107 of 140
Percentile
23.7%
Benchmarks
4
Codingestimated
42.7
Rank
#117 of 145
Percentile
19.4%
Benchmarks
4
Instruction Followingestimated
60.0
Rank
#30 of 42
Percentile
29.3%
Benchmarks
4
Knowledgeestimated
41.5
Rank
Not ranked
Percentile
Unavailable
Benchmarks
4
Mathestimated
25.6
Rank
Not ranked
Percentile
Unavailable
Benchmarks
4
Overallestimated
42.4
Rank
#184
Percentile
Unavailable
Benchmarks
4

Route-specific facts

Pricing and specifications

Conflicting routes remain separate and attributable.

openaibenchlm:gpt-4-1-nano
primary
Input / 1M
$0.10
Cached input / 1M
Unavailable
Output / 1M
$0.40
Context
1,000,000
View price source
Context window
1,000,000
Maximum output
Unavailable
Input modalities
Unavailable
Output modalities
Unavailable
Release date
2025-04-14
Self hosting
Not verified

Auditable evidence

Benchmark ledger

Display values, source ranks, and provenance remain visible without implying unsupported aggregate weight.

agentic

ScoreRankWeightLast UpdatedSource
41.08#107Not publishedAug 29, 2026BenchLM

coding

ScoreRankWeightLast UpdatedSource
42.73#117Not publishedAug 29, 2026BenchLM

instructionFollowing

ScoreRankWeightLast UpdatedSource
60.00#30Not publishedAug 29, 2026BenchLM

knowledge

ScoreRankWeightLast UpdatedSource
41.50Not rankedNot publishedAug 29, 2026BenchLM

math

ScoreRankWeightLast UpdatedSource
25.60Not rankedNot publishedAug 29, 2026BenchLM

overall

ScoreRankWeightLast UpdatedSource
42.43#184Not publishedAug 29, 2026BenchLM

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