Matrix overall
100.0
Model Matrix composite
ActiveModel portfolio
GPT-4o mini
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OpenAI · Released 2024-07-18 · v2024-07-18 · Closed · Context 128K tokens
Cadle Score
126.5
#228 in index
Benchmark average
—
Not enough benchmark results yet
Pricing
$0.15
$0.60 / 1M out · 133.3 pts/$
MODEL MATRIX · TRUTH CENTER CELLS
Overall
100.0
Intelligence
100.0
Coding
—
Reasoning
—
Language
—
Knowledge
—
Agentic
—
MMLU
—
GPQA
—
Math
—
LiveCodeBench
—
HumanEval
—
Reason
—
ARC-AGI
—
Coverage AVG
—
Pillar Coverage:1 / 7 Core Pillars (14%)
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.
CADLE INSIGHTS
Only measured signals
Benchmark avg
126.5
1 tracked scores
Strongest signal
epoch-eci
Score 126.5
Blended $/1M
$0.75
In $0.15 · Out $0.60
Value index
133.3
Quality ÷ blended $/1M (higher is better)
Context
128K
Provider context window (not max output)
Intel index
100.0
Matrix AA IQ cell
SPEED · COST · QUALITY
Measured matrix and verified gateway observations only.
- Cadle Score
- 126.5
- Overall (Matrix)
- 100.0
- Cadle Intelligence
- 100.0
- Input $/1M
- $0.15
- Output $/1M
- $0.60
- Value pts/$
- 133.33
DESCRIPTION + DETAILS
PROVIDER
OpenAI
RELEASE
2024-07-18
CONTEXT
128K tokens
STATUS
ACTIVE
COMMUNITY REVIEWS
Community Reviews & Field Notes
Verified EngineersReal operator evaluations, prompt robustness observations, and deployment notes for GPT-4o mini.
4.5(2)
Leave a Field Observation
Rating:5 - Frontier benchmark
Role:
Tag topic:
Reviews are publicly visible to the engineering community.
Inference OperatorProduction Deployer Verified
Nov 1, 2026
Tested GPT-4o mini on high-concurrency tool loops. Token generation remains consistent under sustained context load, with minimal prompt drift on complex JSON schemas.
Autonomous Agent LeadEval Maintainer Verified
Oct 28, 2026
Evaluated GPT-4o mini on multi-turn code synthesis. Code reasoning and diff application succeed on ~88% of test suites. Best paired with strict system prompt guardrails.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | OpenAI |
| Release | 2024-07-18 |
| Input / 1M | $0.15 |
| Output / 1M | $0.60 |
| Context | 128K tokens |
| Cadle Cap | 126 |
| Cap board | Cadle Language Cap 126 |
| epoch-eci | 126.5 |
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.
Overall100
AA IQ100
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