INTELLIGENCE
28.1
Media Cap quality axis
Meta · Open weightsLlama 3.1 405B
Active
Model portfolio
Llama 3.1 405B
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Meta · Open · Context 131K tokens
Language Cap
24
Cadle Language Cap 24 · 69%
Benchmark average
50.7
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
28.1
Intelligence
No data yet
Coding
No data yet
Agentic
19.0
MMLU
65.9
GPQA
43.8
Math
49.8
LiveCodeBench
No data yet
HumanEval
No data yet
Reason
91.2
ARC-AGI
No data yet
Coverage AVG
50.7
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
AGENTIC
19.0
Media Cap quality axis
MATH
49.8
Media Cap quality axis
KNOWLEDGE
51.3
Media Cap quality axis
MATRIX OVERALL
28.1
AVG 50.7 across matrix cells
STRONGEST SIGNAL
Intelligence
Cap axis 28.1
CONTEXT
131K
Provider context window (not max output)
AGENTIC
19.0
Tool-use / agentic matrix cell
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Overall (Matrix)
- 28.1
- Cap Intelligence
- 7.3
DESCRIPTION + DETAILS
PROVIDER
Meta
CONTEXT
131K 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 Llama 3.1 405B.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | Meta |
| Release | |
| Input / 1M | No data yet |
| Output / 1M | No data yet |
| Context | 131K tokens |
| Cadle Cap | 24 |
| Cap board | Cadle Language Cap 24 |
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
Meta listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
Overall28.1
Agentic19
MMLU65.9
GPQA43.8
Math49.8