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MODEL: openai OpenAI: GPT-4.1 Nano

Provider: openaiSource: fullmodelKey: openai/gpt-4.1-nano-2025-04-14
Overall
72.4 / 100
Updated Jan 30

A) Absolute Metrics (must exist for all models)

Model key
openai/gpt-4.1-nano-2025-04-14
Display name
OpenAI: GPT-4.1 Nano
Provider
openai
Canonical slug
Missing
status: missing
  • missing:reasons
  • note:missing_field:canonicalSlug
Context length
1047576
Max output tokens
Missing
status: missing
  • missing:reasons
  • note:missing_field:maxOutputTokens
Pricing input per 1M
1e-7
Pricing output per 1M
4e-7
Modalities
text+image+file->text
Supports tools
Missing
status: missing
  • missing:reasons
  • note:missing_field:supportsTools
Supports JSON
Missing
status: missing
  • missing:reasons
  • note:missing_field:supportsJson
Release date
2025-04-14T17:22:49.000Z
Training cutoff
Missing
status: missing
  • missing:reasons
  • note:missing_field:trainingCutoff

Adoption & Decision

adoptedSource: openrouter

Reasons:

  • meets required fields
References: None

Status

adopted

Reasons (from decisions.json):

No published decision record.

Score Summary

Overall: 72 / 100

Overall = Σ(weight × score)

Category Totals

CategoryWeightScoreContrib
C1 Performance0.4000.00
C2 Spec0.2000.00
C3 Cost0.1200.00
C4 Speed0.1000.00
C5 Reliability0.0800.00
C6 Features0.0600.00
C7 Transparency0.0400.00

Category Scores (0–100)

  • performance77
  • safety75
  • adoption78
  • openness33
  • cost100

Top drivers

  • Missing item evidence: score withheld (missing evidence (official-page only)).
  • Score verified from available inputs and evidence.
  • Evidence links are missing, so the score is withheld until sources are provided.
  • Missing item evidence: score withheld (missing inputs, evidence (official-page only)).
  • missing:reasons — Evidence indicates missing/failed; penalty applied per policy.

C) Evidence (4 tiles/cards; reasons required if not ok)

Evidence Quality: 0/100

Based on evidence availability only. Does not affect the score.

Show quality breakdown
  • official_page not_found +0.00
  • dev_activity not_found +0.00
  • paper not_found +0.00
  • audit not_found +0.00

Official Page

type: official_page

⚠️ not_found

No reliable source was found.

url: No link provided.

SPEC VIOLATION: Spec missing evidence: evidence URLs are required for this score.

reasons (1)

codes:

  • missing:type:official_page
How this affected scoring

No scoring items rely on official-page evidence.

extracted
No extracted data.

Dev Activity

type: dev_activity

⚠️ not_found

No reliable source was found.

url: No link provided.

SPEC VIOLATION: Spec missing evidence: evidence URLs are required for this score.

reasons (1)

codes:

  • missing:type:dev_activity
How this affected scoring

No scoring items rely on dev-activity evidence.

extracted
No extracted data.

Paper

type: paper

⚠️ not_found

No reliable source was found.

url: No link provided.

SPEC VIOLATION: Spec missing evidence: evidence URLs are required for this score.

reasons (1)

codes:

  • missing:type:paper
How this affected scoring

No scoring items rely on paper evidence.

extracted
No extracted data.

Independent third-party security audit

type: audit

⚠️ not_found

No reliable source was found.

url: No link provided.

SPEC VIOLATION: Spec missing evidence: evidence URLs are required for this score.

reasons (1)

codes:

  • missing:type:audit
How this affected scoring

No scoring items rely on audit evidence.

extracted
No extracted data.

No evidence rule configured for this item (spec config missing).

Raw Inputs
Manual (curated)
Status: missing
Missing / invalid reasons (1)
  • manual: missing:manual_map
From OpenRouter
Status: ok
KeyValue
context_length1047576
pricing_input_per_1m1e-7
pricing_output_per_1m4e-7
pricing_currencyUSD
modalitytext+image+file->text
release_date2025-04-14T17:22:49.000Z
From Hugging Face
Status: missing
  • missing_raw_inputs:huggingface
From GitHub
Status: missing
  • missing_raw_inputs:github
From arXiv
Status: missing
  • missing_raw_inputs:arxiv
Ops (speed/reliability)
Status: missing
  • missing_raw_inputs:ops
Score formulas (display only)
Overall score
Overall = weighted_sum(category_scores)
  • Overall is a weighted sum of category scores.
  • This is documentation; the UI does not recompute scores.
  • Exact weights are defined in the scoring implementation/spec; this panel avoids hardcoding coefficients unless they are guaranteed to match.
Category formulas
Performance
performance
Performance = weighted_sum(performance_submetrics)
  • Each category score is computed from its sub-metrics per the scoring spec.
  • Uses available benchmark inputs; missing inputs/evidence may withhold item scores per policy.
Safety
safety
Safety = weighted_sum(safety_submetrics)
  • Each category score is computed from its sub-metrics per the scoring spec.
  • Evidence requirements may cap or withhold safety-related items.
Adoption
adoption
Adoption = weighted_sum(adoption_submetrics)
  • Each category score is computed from its sub-metrics per the scoring spec.
  • Based on provider/source signals; missing data is shown explicitly in Raw Inputs.
Openness
openness
Openness = weighted_sum(openness_submetrics)
  • Each category score is computed from its sub-metrics per the scoring spec.
  • Based on disclosures, docs, and availability of primary sources.
Cost
cost
Cost = function(pricing_inputs)
  • Each category score is computed from its sub-metrics per the scoring spec.
  • Computed from pricing inputs; shown as documentation only.

D) Full Breakdown (every item must show score + inputs + used evidence + why)

ItemScoreInputEvidenceExplanation
General benchmarks
—

WITHHELD: Missing item evidence: score withheld (missing evidence (official-page only)).

  • benchmark=87.3
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14

WITHHELD: Missing item evidence: score withheld (missing evidence (official-page only)).

Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Missing item evidence: score withheld (missing evidence (official-page only)).
Coding benchmarks
—

WITHHELD: Missing item evidence: score withheld (missing evidence (official-page only)).

  • benchmark=74.12
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14

WITHHELD: Missing item evidence: score withheld (missing evidence (official-page only)).

Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Missing item evidence: score withheld (missing evidence (official-page only)).
Math & chat benchmarks
—

WITHHELD: Missing item evidence: score withheld (missing evidence (official-page only)).

  • math=57.21
  • chat=73.58
  • arena=86.59
  • vendor=81.18
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14

WITHHELD: Missing item evidence: score withheld (missing evidence (official-page only)).

Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Missing item evidence: score withheld (missing evidence (official-page only)).
Safety documentation
50
  • safetySection=Yes
  • highRisk=No
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14
Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
Spec checks: none
Formula
—
Default
—
Why
Score verified from available inputs and evidence.
Alignment disclosure
50
  • rlhf=Yes
  • dataDisclosure=No
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14
Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
Spec checks: none
Formula
—
Default
—
Why
Score verified from available inputs and evidence.
Misuse policy coverage
50
  • misusePolicy=No
  • harmMitigation=Yes
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14
Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
Spec checks: none
Formula
—
Default
—
Why
Score verified from available inputs and evidence.
External audit & red teaming
—

WITHHELD: Evidence links are missing, so the score is withheld until sources are provided.

  • redTeam=Yes
  • independentAudit=Yes
Evidence (missing): No link provided.

Spec missing evidence: evidence URLs are required for this score.

WITHHELD: Evidence links are missing, so the score is withheld until sources are provided.

Details
Evidence status
Status: missing
URL: missing
Reasons:
  • policy:safety
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • spec_missing_evidence: score exists but no verifiable URL is present
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Evidence links are missing, so the score is withheld until sources are provided.
Transparency updates
0
  • transparencyUpdate=No
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14
Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
Spec checks: none
Formula
—
Default
—
Why
Score verified from available inputs and evidence.
Minor incidents
—

WITHHELD: Missing item evidence: score withheld (missing inputs, evidence (official-page only)).

Missing
status: missing
  • missing:reasons
  • note:note:missing_field:inputs_raw
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14

WITHHELD: Missing item evidence: score withheld (missing inputs, evidence (official-page only)).

Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Missing item evidence: score withheld (missing inputs, evidence (official-page only)).
Major incidents
—

WITHHELD: Missing item evidence: score withheld (missing inputs, evidence (official-page only)).

Missing
status: missing
  • missing:reasons
  • note:note:missing_field:inputs_raw
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14

WITHHELD: Missing item evidence: score withheld (missing inputs, evidence (official-page only)).

Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Missing item evidence: score withheld (missing inputs, evidence (official-page only)).
Critical incidents
—

WITHHELD: Missing item evidence: score withheld (missing inputs, evidence (official-page only)).

Missing
status: missing
  • missing:reasons
  • note:note:missing_field:inputs_raw
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14

WITHHELD: Missing item evidence: score withheld (missing inputs, evidence (official-page only)).

Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Missing item evidence: score withheld (missing inputs, evidence (official-page only)).
Model documentation
67
  • modelCard=No
  • overview=Yes
  • limitations=Yes
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14
Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
Spec checks: none
Formula
—
Default
—
Why
Score verified from available inputs and evidence.
Training data disclosure
0
  • dataCategories=No
  • dataFiltering=No
  • copyright=No
Official page (ok): https://openai.com
Official page (ok): https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14
Details
Evidence status
Evidence 1
Status: ok
URL: present
Reasons:
  • missing:reasons
Evidence 2
Status: ok
URL: present
Reasons:
  • missing:reasons
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
Spec checks: none
Formula
—
Default
—
Why
Score verified from available inputs and evidence.
Paper / technical report
—

WITHHELD: Evidence links are missing, so the score is withheld until sources are provided.

  • architecture=No
  • parameterScale=Yes
Evidence (missing): No link provided.

Spec missing evidence: evidence URLs are required for this score.

WITHHELD: Evidence links are missing, so the score is withheld until sources are provided.

Details
Evidence status
Status: missing
URL: missing
Reasons:
  • policy:safety
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • spec_missing_evidence: score exists but no verifiable URL is present
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Evidence links are missing, so the score is withheld until sources are provided.
External review & transparency
—

WITHHELD: Evidence links are missing, so the score is withheld until sources are provided.

  • safetyControls=No
  • riskLimits=No
  • externalReview=Yes
  • transparencyReport=No
Evidence (missing): No link provided.

Spec missing evidence: evidence URLs are required for this score.

WITHHELD: Evidence links are missing, so the score is withheld until sources are provided.

Details
Evidence status
Status: missing
URL: missing
Reasons:
  • policy:safety
Penalty
Penalty: present
Penalty reasons:
  • missing:reasons
Spec checks
  • spec_missing_evidence: score exists but no verifiable URL is present
  • withheld: evidence or data withheld
Withheld reasons:
  • missing:reasons
Formula
—
Default
—
Why
Evidence links are missing, so the score is withheld until sources are provided.

Missing or failed evidence inputs trigger fixed penalties per policy. No placeholder states are hidden.

Links

Other

  • https://openai.com/
  • https://openrouter.ai/models/openai/gpt-4.1-nano-2025-04-14