INTELLIGENCE
42.9
Media Cap quality axis
Alibaba · Open weightsQwen: Qwen3.8 27B
Active
Model portfolio
Qwen: Qwen3.8 27B
Tap a star to rate
Alibaba · Released 2026-08-14 · v2026-08-14 · Open · Context 1.1M tokens
Language Cap
75
Cadle Language Cap 75 · 82%
Benchmark average
76.5
Not enough benchmark results yet
Pricing
$0.20
$2.50 / 1M out · 29.2 pts/$
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
59.5
Intelligence
33.7
Coding
77.0
Agentic
82.0
MMLU
84.3
GPQA
90.5
Math
94.6
LiveCodeBench
68.5
HumanEval
No data yet
Reason
86.9
ARC-AGI
42.4
Coverage AVG
76.5
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.
CADLE INSIGHTS
Only measured signals
CODING
77.0
Media Cap quality axis
AGENTIC
82.0
Media Cap quality axis
MATH
94.6
Media Cap quality axis
MATRIX OVERALL
59.5
AVG 76.5 across matrix cells
STRONGEST SIGNAL
Intelligence
Cap axis 42.9
BLENDED $/1M
$2.70
In $0.20 · Out $2.50
VALUE INDEX
22.1
Quality ÷ blended $/1M (higher is better)
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Overall (Matrix)
- 59.5
- Cap Intelligence
- 78.8
- AA / Intel index
- 33.7
- Cap Coding
- 86.0
- Matrix Coding
- 77.0
- Input $/1M
- $0.20
- Output $/1M
- $2.50
- Value pts/$
- 29.17
DESCRIPTION + DETAILS
PROVIDER
Alibaba
RELEASE
2026-08-14
CONTEXT
1.1M tokens
STATUS
ACTIVE
COMMUNITY REVIEWS
OPERATOR NOTES
Quality, latency, cost, and failure modes — not marketing copy.
No reviews yet
WRITE A REVIEW
Tap a star to rate
Stored on this device · synced when signed in
No operator notes yet
First review sets the tone for how teams evaluate Qwen: Qwen3.8 27B.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | Alibaba |
| Release | 2026-08-14 |
| Input / 1M | $0.20 |
| Output / 1M | $2.50 |
| Context | 1.1M tokens |
| Cadle Cap | 75 |
| Cap board | Cadle Language Cap 75 |
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.
Overall59.5
AA IQ33.7
Coding77
Agentic82
MMLU84.3
GPQA90.5
Math94.6
LiveCodeBench68.5
ARC-AGI42.4