INTELLIGENCE
6.5
Media Cap quality axis
Allen Institute for AI · Open weightsOlmo 3 32B Think
Active
Model portfolio
Olmo 3 32B Think
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Allen Institute for AI · Released 2025-11-20 · v2025-11-20 · Open
Language Cap
34
Cadle Language Cap 34 · 59%
Benchmark average
53.8
Not enough benchmark results yet
Pricing
Unlisted
no list price
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
No data yet
Intelligence
6.5
Coding
No data yet
Agentic
1.5
MMLU
75.9
GPQA
61.0
Math
73.7
LiveCodeBench
67.2
HumanEval
No data yet
Reason
49.1
ARC-AGI
No data yet
Coverage AVG
53.8
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
67.2
Media Cap quality axis
AGENTIC
1.5
Media Cap quality axis
MATH
73.7
Media Cap quality axis
STRONGEST SIGNAL
Intelligence
Cap axis 6.5
AGENTIC
1.5
Tool-use / agentic matrix cell
INTEL INDEX
6.5
Matrix AA IQ cell
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Cap Intelligence
- 13.9
- AA / Intel index
- 6.5
- Cap Coding
- 86.5
DESCRIPTION + DETAILS
PROVIDER
Allen Institute for AI
RELEASE
2025-11-20
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 Olmo 3 32B Think.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | Allen Institute for AI |
| Release | 2025-11-20 |
| Input / 1M | No data yet |
| Output / 1M | No data yet |
| Context | No data yet |
| Cadle Cap | 34 |
| Cap board | Cadle Language Cap 34 |
DATA PROVENANCE
Scores may use different scales — check the Benchmarks tab for source links.
- Supabase models
- Cadle public observations
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
AA IQ6.5
Agentic1.5
MMLU75.9
GPQA61
Math73.7
LiveCodeBench67.2