Model comparison
Gemini 3.6 Flash vs Nemotron 3 Ultra
Head-to-head evidence from 14 shared benchmark results across 4 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Evidence parity. Gemini 3.6 Flash and Nemotron 3 Ultra share 14 comparable benchmark results. 1 of 8 categories are comparable. 5 results are unique to Gemini 3.6 Flash; 24 to Nemotron 3 Ultra.
Updated July 21, 2026- Shared results
- 14
- Gemini 3.6 Flash only
- 5
- Nemotron 3 Ultra only
- 24
- Comparable categories
- 1 / 8
Treat this as a split decision. Gemini 3.6 Flash makes more sense if agentic is the priority; Nemotron 3 Ultra is the better fit if you want the cheaper token bill.
Confidence note. This is a partial-evidence comparison with 14 shared benchmark results across 4 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
Gemini 3.6 Flash and Nemotron 3 Ultra finish on the same BenchAlign overall score, so this is less about a single winner and more about where the edge shows up. The BenchAlign headline says tie; the benchmark table is where the real choice happens.
Gemini 3.6 Flash is also the more expensive model on tokens at $1.50 input / $7.50 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Nemotron 3 Ultra. That is roughly Infinityx on output cost alone.
Category breakdown
Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.
| Category | Gemini 3.6 Flash | Δ | Nemotron 3 Ultra |
|---|---|---|---|
| Agentic | Gemini 3.6 Flash83.0 | Margin← 31.7 | Nemotron 3 Ultra51.3 |
| Coding | Gemini 3.6 FlashNot measured | MarginNo overlap | Nemotron 3 Ultra58.3 |
| Reasoning | Gemini 3.6 FlashNot measured | MarginNo overlap | Nemotron 3 Ultra61.9 |
| Knowledge | Gemini 3.6 FlashNot measured | MarginNo overlap | Nemotron 3 Ultra53.8 |
| Multilingual | Gemini 3.6 FlashNot measured | MarginNo overlap | Nemotron 3 Ultra83.0 |
| Inst. Following | Gemini 3.6 FlashNot measured | MarginNo overlap | Nemotron 3 Ultra81.7 |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Gemini 3.6 Flash | Nemotron 3 Ultra | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Gemini 3.6 Flash$1.5 input / $7.5 output | Nemotron 3 Ultra$0 input / $0 output | Nemotron 3 Ultra has the lower combined listed price. |
| Generation speedtokens per second | Gemini 3.6 FlashNot available | Nemotron 3 UltraNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Gemini 3.6 FlashNot available | Nemotron 3 UltraNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Gemini 3.6 Flash1M | Nemotron 3 Ultra1M | Listed context windows are equal. |
Benchmark Deep Dive
AgenticGemini 3.6 Flash wins16 benchmarks
| Benchmark | Gemini 3.6 Flash | Nemotron 3 Ultra | Result |
|---|---|---|---|
| OSWorld-VerifiedSource | 83% | — | Not comparable |
| GDPval-AASource | 1421 | 1164 | Gemini 3.6 Flash leads |
| AA Agentic IndexSource | 38.7% | 27.4% | Gemini 3.6 Flash leads |
| GDPval-AASource | 46.1% | 33.2% | Gemini 3.6 Flash leads |
| AA BriefcaseSource | 961 | 870 | Gemini 3.6 Flash leads |
| AA Tau3 BankingSource | 24.5% | — | Not comparable |
| aaTerminalBench21Source | 77.5% | — | Not comparable |
| Terminal-Bench 2.0Source | — | 56.4% | Not comparable |
| PinchBenchSource | — | 90.0% | Not comparable |
| BrowseCompSource | — | 44.4% | Not comparable |
| τ³-bench resultsSource | — | 70.9% | Not comparable |
| HLE w/ toolsSource | — | 37.4% | Not comparable |
| τ²-bench resultsSource | — | 83.3% | Not comparable |
| AA EnterpriseOps-GymSource | — | 28.9% | Not comparable |
| AA Harvey LABSource | — | 81.7% | Not comparable |
| terminalBenchHardSource | — | 36.4% | Not comparable |
Coding7 benchmarks
| Benchmark | Gemini 3.6 Flash | Nemotron 3 Ultra | Result |
|---|---|---|---|
| deepSweSource | 49% | — | Not comparable |
| AA Coding IndexSource | 69.2% | 49.3% | Gemini 3.6 Flash leads |
| AA-SciCodeSource | 52.7% | 39.9% | Gemini 3.6 Flash leads |
| SWE-bench VerifiedSource | — | 71.9% | Not comparable |
| SWE MultilingualSource | — | 67.7% | Not comparable |
| SciCodeSource | — | 44.6% | Not comparable |
| Terminal-Bench 2.0Source | — | 56.4% | Not comparable |
Reasoning3 benchmarks
Knowledge12 benchmarks
| Benchmark | Gemini 3.6 Flash | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 50.1% | 37.8% | Gemini 3.6 Flash leads |
| AA-GPQA DiamondSource | 92.8% | 86.7% | Gemini 3.6 Flash leads |
| AA-HLESource | 38.3% | 26.6% | Gemini 3.6 Flash leads |
| AA-Omniscience IndexSource | 23.5% | -0.8% | Gemini 3.6 Flash leads |
| AA-Omniscience AccuracySource | 50.2% | 21.6% | Gemini 3.6 Flash leads |
| AA-Omniscience Hallucination RateSource | 53.5% | 28.5% | Nemotron 3 Ultra leads |
| GPQASource | — | 87% | Not comparable |
| GPQA-DSource | — | 87.0% | Not comparable |
| HLESource | — | 26.7% | Not comparable |
| HLE w/o toolsSource | — | 26.7% | Not comparable |
| MMLU-ProSource | — | 86.8% | Not comparable |
| AA Openness IndexSource | — | 83.3% | Not comparable |
Multilingual1 benchmarks
| Benchmark | Gemini 3.6 Flash | Nemotron 3 Ultra | Result |
|---|---|---|---|
| MMLU-ProXSource | — | 83% | Not comparable |
Multimodal2 benchmarks
Frequently Asked Questions (2)
Which is better, Gemini 3.6 Flash or Nemotron 3 Ultra?
Gemini 3.6 Flash and Nemotron 3 Ultra are tied on the BenchAlign overall score, so the right pick depends on which category matters most for your use case.
Which is better for agentic tasks, Gemini 3.6 Flash or Nemotron 3 Ultra?
Gemini 3.6 Flash has the edge for agentic tasks in this comparison, averaging 83 versus 51.3. Inside this category, GDPval-AA is the benchmark that creates the most daylight between them.
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