GPT-6 Astra vs Nemotron 3 Ultra
GPT-6 Astra 
Nemotron 3 Ultra Verdict
- GPT-6 Astra (max) leads on quality: 70.9 vs 58.3.
- GPT-6 Astra (max) is stronger in agents & tools, coding, composite, knowledge, maths, reasoning.
- Nemotron 3 Ultra is stronger in instruction following, long context.
- Nemotron 3 Ultra is 20× cheaper ($1.00 vs $20.00 per 1M blended).
- Nemotron 3 Ultra streams 5.8× faster (156 vs 27 tokens per second).
| Metric | GPT-6 Astra (max) | Nemotron 3 Ultra |
|---|---|---|
| BenchLeader Index | 70.9 | 58.3 |
| Agents & tools score | 68.2 | 52.6 |
| Coding score | 78.6 | 62.3 |
| Composite score | 72.9 | 43.7 |
| Knowledge score | 80.0 | 59.5 |
| Maths score | 77.2 | – |
| Reasoning score | 73.6 | – |
| Instruction following score | – | 78.3 |
| Long context score | – | 66.2 |
| Blended price $/M | $20.00 | $1.00 |
| Output speed | 27 tok/s | 156 tok/s |
| Time to first answer | 337.3 s | 16.8 s |
| Context window | 1.1M | 1M |
| GPQA Diamond | 95.8% | – |
| FrontierMath Tiers 1–3 | 93.7% | – |
| FrontierMath Tier 4 | 97.6% | – |
| OTIS Mock AIME | 100.0% | – |
| SimpleQA Verified | 75.6% | – |
| Terminal-Bench | 58.2% | – |
| SciCode | 56.5% | – |
| FrontierCode | 53.3% | – |
| LMArena WebDev | 1796 | – |
| LMArena Agent | 12.5 | – |
| LiveBench | 82.2% | 67.4% |
| LiveBench Reasoning | 92.7% | 74.7% |
| LiveBench Coding | 80.4% | 70.7% |
| LiveBench Agentic Coding | 57.3% | 38.7% |
| LiveBench Mathematics | 96.8% | 88.7% |
| LiveBench Data Analysis | 83.0% | 54.5% |
| LiveBench Language | 89.4% | 70.8% |
| AA Intelligence Index | – | 23.4 |
| IFBench | – | 81.4% |
| AA-LCR | – | 79.3% |
| AA-Omniscience | – | -0.4 |
| Terminal-Bench Hard | – | 36.4% |
| GPQA Diamond (AA) | – | 86.7% |
| Humanity's Last Exam (AA) | – | 28.4% |
| SciCode (AA) | – | 40.3% |
| τ²-Bench Telecom (AA) | – | 83.3% |
| LiveCodeBench | – | 86.0% |
| MMLU-Pro | – | 85.8% |
| LegalBench | – | 82.1% |
| CorpFin | – | 65.5% |
| TaxEval | – | 73.1% |
| Terminal-Bench 2.1 (Vals) | 87.3% | 50.9% |
| SWE-bench (Vals) | – | 69.0% |
| GPQA Diamond (Vals) | – | 86.1% |
| Vals Index | 66.6 | 27.4 |
| ARC-AGI-1 | 97.5% | – |
| ARC-AGI-2 | 95.0% | – |
| ARC-AGI-3 | 98.6% | – |
Data as of 2026-09-10. Best configuration of each model; every score links to its source on the model pages.
GPT-6 Astra vs Nemotron 3 Ultra: questions
- Is GPT-6 Astra better than Nemotron 3 Ultra?
- GPT-6 Astra (max) leads on quality: 70.9 vs 58.3. The BenchLeader Index combines every independent quality benchmark; GPT-6 Astra (max) is ahead overall as of 2026-09-10, but check the category scores for your use.
- Is GPT-6 Astra better than Nemotron 3 Ultra for coding?
- GPT-6 Astra scores higher in coding (79 vs 62 on the category index, where 50 is average).
- Is GPT-6 Astra better than Nemotron 3 Ultra for agentic tasks?
- GPT-6 Astra scores higher in agentic tasks (68 vs 53 on the category index, where 50 is average).
- Which is cheaper, GPT-6 Astra or Nemotron 3 Ultra?
- Nemotron 3 Ultra is cheaper: $1.00 against $20.00 per million tokens, blended at three input tokens per output token.
- Which is faster, GPT-6 Astra or Nemotron 3 Ultra?
- Nemotron 3 Ultra streams faster: 156 against 27 output tokens per second.
- Which has the larger context window?
- GPT-6 Astra accepts more context: 1.1M against 1M tokens.