SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- AA / Intel index
- 5.6
Allen Institute for AI · Open weightsMolmo 7B-D
Active
Model portfolio
Molmo 7B-D
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Allen Institute for AI · Released 2024-09-25 · v2024-09-25 · Open · Context 4K tokens
Vision Cap
No data yet
vision · unranked
Benchmark average
19.3
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
5.6
Coding
No data yet
Agentic
No data yet
MMLU
37.1
GPQA
24.0
Math
No data yet
LiveCodeBench
3.9
HumanEval
No data yet
Reason
19.7
ARC-AGI
No data yet
Coverage AVG
19.3
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.
NOT RANKED YET
We only rank a model once it has enough published benchmark results to compare fairly. Everything below is what we do know: pricing, news and any scores that have been published.
DESCRIPTION + DETAILS
PROVIDER
Allen Institute for AI
RELEASE
2024-09-25
CONTEXT
4K 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 Molmo 7B-D.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | Allen Institute for AI |
| Release | 2024-09-25 |
| Input / 1M | No data yet |
| Output / 1M | No data yet |
| Context | 4K tokens |
| Cadle Cap | 70 |
| Cap board | Unranked |
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
Allen Institute for AI listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
AA IQ5.6
MMLU37.1
GPQA24
LiveCodeBench3.9