DeepSeek V3.2 Exp vs Nemotron 3 Ultra
Detailed technical comparison between DeepSeek V3.2 Exp (DeepSeek) and Nemotron 3 Ultra (Nvidia). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.
Comparison Snapshot
Nemotron 3 Ultra
512,288 tokensTie
Equal CapabilityTie
Equal SpeedDeepSeek V3.2 Exp
$0.27 / MTokDeepSeek V3.2 Exp
DeepSeek-V3.2-Exp is an experimental large language model released by DeepSeek as an intermediate step between V3.1 and future architectures. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...
Nemotron 3 Ultra
NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...
Technical Specifications
🏆 = Superior Spec| Specification | DeepSeek V3.2 Exp | Nemotron 3 Ultra |
|---|---|---|
| Provider | DeepSeek | Nvidia |
| Context Window | 163,840 tokens | 512,288 tokens🏆 |
| Agent Suitability | N/A | N/A |
| Time to First Token (TTFT) | N/A | N/A |
| Deployment Model | self hostable | managed api |
| Production Stability | stable | beta |
| API Available | Yes | Yes |
| Released Date | 2025-09-29 | 2026-06-04 |
API Pricing Comparison
Input Price per Million Tokens
DeepSeek V3.2 Exp
$0.27
Nemotron 3 Ultra
$0.60
Output Price per Million Tokens
DeepSeek V3.2 Exp
$0.41
Nemotron 3 Ultra
$3.60
💡 Cost Ratio: DeepSeek V3.2 Exp is 2.2x cheaper per input token than Nemotron 3 Ultra.
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Benchmark Performance Metrics
Standardized Scores (0–100%)Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.
DeepSeek V3.2 Exp Quirks & Gotchas
No developer gotchas reported.
Nemotron 3 Ultra Quirks & Gotchas
No developer gotchas reported.
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