INTELLIGENCE
5.8
Media Cap quality axis
NVIDIA · Open weightsnvidia/NVIDIA-Nemotron-Nano-12B-v2-VL
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Model portfolio
nvidia/NVIDIA-Nemotron-Nano-12B-v2-VL
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NVIDIA · Released 2025-10-28 · v2025-10-28 · Open · Context 131K tokens
Language Cap
18
Cadle Language Cap 18 · 59%
Benchmark average
35.0
Not enough benchmark results yet
Pricing
$0.20
$0.60 / 1M out · 12.9 pts/$
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
5.8
Coding
No data yet
Agentic
19.3
MMLU
64.9
GPQA
43.9
Math
26.7
LiveCodeBench
34.5
HumanEval
No data yet
Reason
25.9
ARC-AGI
No data yet
Coverage AVG
35.0
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
34.5
Media Cap quality axis
AGENTIC
19.3
Media Cap quality axis
MATH
26.7
Media Cap quality axis
STRONGEST SIGNAL
Intelligence
Cap axis 5.8
BLENDED $/1M
$0.80
In $0.20 · Out $0.60
VALUE INDEX
43.8
Quality ÷ blended $/1M (higher is better)
CONTEXT
131K
Provider context window (not max output)
SPEED · COST · QUALITY
Measured matrix / AA / gateway rows only.
- Cap Intelligence
- 10.3
- AA / Intel index
- 5.8
- Cap Coding
- 45.2
- Input $/1M
- $0.20
- Output $/1M
- $0.60
- Value pts/$
- 12.89
DESCRIPTION + DETAILS
PROVIDER
NVIDIA
RELEASE
2025-10-28
CONTEXT
131K 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 nvidia/NVIDIA-Nemotron-Nano-12B-v2-VL.
MODEL COMPARISON
| Metric | |
|---|---|
| Provider | NVIDIA |
| Release | 2025-10-28 |
| Input / 1M | $0.20 |
| Output / 1M | $0.60 |
| Context | 131K tokens |
| Cadle Cap | 18 |
| Cap board | Cadle Language Cap 18 |
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
NVIDIA listing
MEASURED CELLS
Same Truth Center numbers as the datasheet above. Accuracy, reliability, safety, and cost scores are not invented.
AA IQ5.8
Agentic19.3
MMLU64.9
GPQA43.9
Math26.7
LiveCodeBench34.5