Matrix overall
84.8
Model Matrix composite
ActiveModel portfolio
DeepSeek-V2 (MoE-236B, May 2024)
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DeepSeek · Open
Cadle Score
124.8
#241 in index
Benchmark average
—
Not enough benchmark results yet
Pricing
Unlisted
no list price
MODEL MATRIX · TRUTH CENTER CELLS
Overall
84.8
Intelligence
84.8
Coding
—
Reasoning
—
Language
—
Knowledge
—
Agentic
—
MMLU
—
GPQA
—
Math
—
LiveCodeBench
—
HumanEval
—
Reason
—
ARC-AGI
—
Coverage AVG
—
Pillar Coverage:1 / 7 Core Pillars (14%)
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.
CADLE INSIGHTS
Only measured signals
Benchmark avg
124.8
1 tracked scores
Strongest signal
epoch-eci
Score 124.8
Blended $/1M
Unlisted
No published list price
Intel index
84.8
Matrix AA IQ cell
SPEED · COST · QUALITY
Measured matrix and verified gateway observations only.
- Cadle Score
- 124.8
- Overall (Matrix)
- 84.8
- Cadle Intelligence
- 84.8
DESCRIPTION + DETAILS
PROVIDER
DeepSeek
STATUS
ACTIVE
COMMUNITY REVIEWS
Community Reviews & Field Notes
Verified EngineersReal operator evaluations, prompt robustness observations, and deployment notes for DeepSeek-V2 (MoE-236B, May 2024).
4.5(2)
Leave a Field Observation
Rating:5 - Frontier benchmark
Role:
Tag topic:
Reviews are publicly visible to the engineering community.
Inference OperatorProduction Deployer Verified
Oct 31, 2026
Tested DeepSeek-V2 (MoE-236B, May 2024) on high-concurrency tool loops. Token generation remains consistent under sustained context load, with minimal prompt drift on complex JSON schemas.
Autonomous Agent LeadEval Maintainer Verified
Oct 27, 2026
Evaluated DeepSeek-V2 (MoE-236B, May 2024) on multi-turn code synthesis. Code reasoning and diff application succeed on ~88% of test suites. Best paired with strict system prompt guardrails.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | DeepSeek |
| Release | |
| Input / 1M | No data yet |
| Output / 1M | No data yet |
| Context | No data yet |
| Cadle Cap | 125 |
| Cap board | Cadle Language Cap 125 |
| epoch-eci | 124.8 |
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.
Overall84.8
AA IQ84.8