INTELLIGENCE
34.5
Media Cap quality axis
OpenAI · ProprietaryOpenAI: GPT-5.4 Mini
Active
Model portfolio
OpenAI: GPT-5.4 Mini
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OpenAI · Released 2026-03-17 · v2026-03-17 · Closed · Context 400K tokens
Language Cap
62
Cadle Language Cap 62 · 82%
Benchmark average
77.3
Not enough benchmark results yet
Pricing
$0.75
$4.50 / 1M out · 13.1 pts/$
CADLE CAP vs MODEL MATRIX
Cadle Cap ranks models on every published score we have for them — harder benchmarks weigh more. Missing tests are skipped, not zeroed. It answers who is stronger than whom in today's pool.
Model Matrix is the datasheet: Overall, Intelligence, Coding, Agentic, MMLU, GPQA, Math, LiveCodeBench, HumanEval, Reason, ARC-AGI. A dash means unmeasured. AVG is an importance-weighted mean of that model's filled cells only.
MODEL MATRIX · TRUTH CENTER CELLS
Overall
66.6
Intelligence
24.1
Coding
65.8
Agentic
83.3
MMLU
No data yet
GPQA
87.5
Math
94.1
LiveCodeBench
52.1
HumanEval
No data yet
Reason
86.6
ARC-AGI
No data yet
Coverage AVG
77.3
Cadle Cap ranks models with within-benchmark percentiles so ARC-AGI ~40 and MMLU ~90 never compete raw. Coverage AVG is an importance-weighted mean of filled expert cells only — blanks are skipped, not zeroed.
ANALYSIS · TRUTH CENTER
Hard benches (GPQA · ARC-AGI · LCB · Agentic) sit left — a mid-40 on ARC-AGI can still be frontier. Broader benches on the right are easier and often higher.
CADLE INSIGHTS
Only measured signals
CODING
64.5
Media Cap quality axis
AGENTIC
88.4
Media Cap quality axis
MATH
72.4
Media Cap quality axis
MATRIX OVERALL
66.6
AVG 77.3 across matrix cells
STRONGEST SIGNAL
Intelligence
Cap axis 34.5
BLENDED $/1M
$5.25
In $0.75 · Out $4.50
VALUE INDEX
12.7
Quality ÷ blended $/1M (higher is better)
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Overall (Matrix)
- 66.6
- Cap Intelligence
- 68.5
- AA / Intel index
- 24.1
- Cap Coding
- 55.1
- Matrix Coding
- 65.8
- Input $/1M
- $0.75
- Output $/1M
- $4.50
- Value pts/$
- 13.05
DESCRIPTION + DETAILS
PROVIDER
OpenAI
RELEASE
2026-03-17
CONTEXT
400K tokens
STATUS
ACTIVE
COMMUNITY REVIEWS
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
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First review sets the tone for how teams evaluate OpenAI: GPT-5.4 Mini.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | OpenAI |
| Release | 2026-03-17 |
| Input / 1M | $0.75 |
| Output / 1M | $4.50 |
| Context | 400K tokens |
| Cadle Cap | 62 |
| Cap board | Cadle Language Cap 62 |
DATA PROVENANCE
Scores may use different scales — check the Benchmarks tab for source links.
- Supabase models
- Cadle public observations
SOURCE TRACKING
Evidence linked to this model — listing, hub, benchmarks, or live gateway prices.
API
OpenAI listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
Overall66.6
AA IQ24.1
Coding65.8
Agentic83.3
GPQA87.5
Math94.1
LiveCodeBench52.1