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
70.9
Intelligence
No data yet
Coding
78.9
Agentic
No data yet
MMLU
No data yet
GPQA
No data yet
Math
96.1
LiveCodeBench
No data yet
HumanEval
No data yet
Reason
98.0
ARC-AGI
No data yet
Coverage AVG
89.8
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.
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.
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
Overall (Matrix)
70.9
Matrix Coding
78.9
Input $/1M
$0.45
Output $/1M
$1.89
Value pts/$
30.28
DESCRIPTION + DETAILS
PROVIDER
Moonshot AI
CONTEXT
262K 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 kimi-k2.6-thinking.
MODEL COMPARISON
Metric
kimi-k2.6-thinking
Provider
Moonshot AI
Release
Input / 1M
$0.45
Output / 1M
$1.89
Context
262K tokens
Cadle Cap
84
Cap board
Unranked
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.