CODING
70.7
Media Cap quality axis
Model portfolio
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Anthropic · Closed · Context 200K tokens
Language Cap
48
Cadle Language Cap 48 · 58%
Benchmark average
56.1
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
No data yet
Coding
70.7
Agentic
39.2
MMLU
88.8
GPQA
69.2
Math
85.0
LiveCodeBench
No data yet
HumanEval
No data yet
Reason
No data yet
ARC-AGI
8.6
Coverage AVG
56.1
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.
Only measured signals
CODING
70.7
Media Cap quality axis
AGENTIC
39.2
Media Cap quality axis
MATH
85.0
Media Cap quality axis
KNOWLEDGE
75.9
Media Cap quality axis
STRONGEST SIGNAL
Coding
Cap axis 70.7
CONTEXT
200K
Provider context window (not max output)
CODING (MATRIX)
70.7
Model Matrix coding cell
AGENTIC
39.2
Tool-use / agentic matrix cell
Measured matrix / AA / gateway rows only.
PROVIDER
Anthropic
CONTEXT
200K tokens
STATUS
ACTIVE
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
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First review sets the tone for how teams evaluate claude-opus-4-20250514.
| Metric | |
|---|---|
| Provider | Anthropic |
| Release | |
| Input / 1M | No data yet |
| Output / 1M | No data yet |
| Context | 200K tokens |
| Cadle Cap | 48 |
| Cap board | Cadle Language Cap 48 |
Scores may use different scales — check the Benchmarks tab for source links.
Evidence linked to this model — listing, hub, benchmarks, or live gateway prices.
API
Anthropic listing
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
Source: Epoch AI (CC BY 4.0) · LMArena (CC BY 4.0) · as of 2026-10-25 · All credits