INTELLIGENCE
12.1
Media Cap quality axis
ByteDance · Proprietaryseed-oss-36b-instruct
Active
Model portfolio
seed-oss-36b-instruct
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ByteDance · Released 2025-08-20 · v2025-08-20 · Closed · Context 262K tokens
Language Cap
52
Cadle Language Cap 52 · 78%
Benchmark average
67.3
Not enough benchmark results yet
Pricing
$0.21
$0.57 / 1M out · 62.7 pts/$
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
12.1
Coding
No data yet
Agentic
49.4
MMLU
81.5
GPQA
72.1
Math
76.1
LiveCodeBench
76.5
HumanEval
No data yet
Reason
41.9
ARC-AGI
No data yet
Coverage AVG
67.3
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
76.5
Media Cap quality axis
AGENTIC
49.4
Media Cap quality axis
MATH
76.1
Media Cap quality axis
STRONGEST SIGNAL
Intelligence
Cap axis 12.1
BLENDED $/1M
$0.78
In $0.21 · Out $0.57
VALUE INDEX
86.3
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
- 48.9
- AA / Intel index
- 12.1
- Cap Coding
- 95.2
- Input $/1M
- $0.21
- Output $/1M
- $0.57
- Value pts/$
- 62.70
DESCRIPTION + DETAILS
PROVIDER
ByteDance
RELEASE
2025-08-20
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 seed-oss-36b-instruct.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | ByteDance |
| Release | 2025-08-20 |
| Input / 1M | $0.21 |
| Output / 1M | $0.57 |
| Context | 262K tokens |
| Cadle Cap | 52 |
| Cap board | Cadle Language Cap 52 |
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
ByteDance listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
AA IQ12.1
Agentic49.4
MMLU81.5
GPQA72.1
Math76.1
LiveCodeBench76.5