INTELLIGENCE
9.6
Media Cap quality axis
Alibaba · Open weightsQwen: Qwen3 Coder 30B A3B Instruct
Active
Model portfolio
Qwen: Qwen3 Coder 30B A3B Instruct
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Alibaba · Released 2025-07-31 · v2025-07-31 · Open · Context 262K tokens
Language Cap
38
Cadle Language Cap 38 · 59%
Benchmark average
52.6
Not enough benchmark results yet
Pricing
$0.070
$0.28 / 1M out · 106.3 pts/$
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
No data yet
Intelligence
9.6
Coding
No data yet
Agentic
34.5
MMLU
70.6
GPQA
51.6
Math
89.3
LiveCodeBench
40.3
HumanEval
No data yet
Reason
32.6
ARC-AGI
No data yet
Coverage AVG
52.6
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
CODING
40.3
Media Cap quality axis
AGENTIC
34.5
Media Cap quality axis
MATH
89.3
Media Cap quality axis
STRONGEST SIGNAL
Intelligence
Cap axis 9.6
BLENDED $/1M
$0.35
In $0.070 · Out $0.28
VALUE INDEX
150.3
Quality ÷ blended $/1M (higher is better)
CONTEXT
262K
Provider context window (not max output)
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Cap Intelligence
- 37.2
- AA / Intel index
- 9.6
- Cap Coding
- 51.9
- Input $/1M
- $0.070
- Output $/1M
- $0.28
- Value pts/$
- 106.26
DESCRIPTION + DETAILS
PROVIDER
Alibaba
RELEASE
2025-07-31
CONTEXT
262K tokens
STATUS
ACTIVE
COMMUNITY REVIEWS
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
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MODEL COMPARISON
| Metric | |
|---|---|
| Provider | Alibaba |
| Release | 2025-07-31 |
| Input / 1M | $0.07 |
| Output / 1M | $0.28 |
| Context | 262K tokens |
| Cadle Cap | 38 |
| Cap board | Cadle Language Cap 38 |
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
Alibaba listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
AA IQ9.6
Agentic34.5
MMLU70.6
GPQA51.6
Math89.3
LiveCodeBench40.3