INTELLIGENCE
24.9
Media Cap quality axis
Model portfolio
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Alibaba · Released 2026-02-25 · v2026-02-25 · Open · Context 262K tokens
Language Cap
64
Cadle Language Cap 64 · 76%
Benchmark average
78.5
Not enough benchmark results yet
Pricing
$0.40
$3.20 / 1M out · 14.3 pts/$
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
41.6
Intelligence
15.6
Coding
58.9
Agentic
93.6
MMLU
87.1
GPQA
86.2
Math
86.2
LiveCodeBench
59.3
HumanEval
No data yet
Reason
84.6
ARC-AGI
No data yet
Coverage AVG
78.5
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
INTELLIGENCE
24.9
Media Cap quality axis
CODING
58.9
Media Cap quality axis
AGENTIC
93.6
Media Cap quality axis
MATH
86.2
Media Cap quality axis
MATRIX OVERALL
41.6
AVG 78.5 across matrix cells
STRONGEST SIGNAL
Intelligence
Cap axis 24.9
BLENDED $/1M
$3.60
In $0.40 · Out $3.20
VALUE INDEX
11.6
Quality ÷ blended $/1M (higher is better)
Measured matrix / AA / gateway rows only.
PROVIDER
Alibaba
RELEASE
2026-02-25
CONTEXT
262K 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 Qwen: Qwen3.5-122B-A10B.
| Metric | |
|---|---|
| Provider | Alibaba |
| Release | 2026-02-25 |
| Input / 1M | $0.40 |
| Output / 1M | $3.20 |
| Context | 262K tokens |
| Cadle Cap | 64 |
| Cap board | Cadle Language Cap 64 |
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
Alibaba listing
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.