Model comparison
Mistral Medium 3 vs Nemotron 3 Ultra
Head-to-head evidence from 13 shared benchmark results across 6 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Verified leaderboard positions: Mistral Medium 3 unranked; Nemotron 3 Ultra #24
BenchAlign evidence: Mistral Medium 3 estimated; Nemotron 3 Ultra not scored. Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Mistral Medium 3 and Nemotron 3 Ultra share 13 comparable benchmark results. 0 of 8 categories are comparable. 1 result is unique to Mistral Medium 3; 26 to Nemotron 3 Ultra.
Updated July 16, 2026- Shared results
- 13
- Mistral Medium 3 only
- 1
- Nemotron 3 Ultra only
- 26
- Comparable categories
- 0 / 8
Benchmark data for Mistral Medium 3 and Nemotron 3 Ultra is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 13 shared benchmark results across 6 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.
Why this result
BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.
Mistral Medium 3 is priced at $0.40 input / $2.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Nemotron 3 Ultra. Nemotron 3 Ultra has the larger context window at 1M, compared with 128K for Mistral Medium 3.
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 | Mistral Medium 3 | Δ | Nemotron 3 Ultra |
|---|---|---|---|
| Agentic | Mistral Medium 3Not measured | MarginNo overlap | Nemotron 3 Ultra51.3 |
| Coding | Mistral Medium 3Not measured | MarginNo overlap | Nemotron 3 Ultra58.3 |
| Reasoning | Mistral Medium 3Not measured | MarginNo overlap | Nemotron 3 Ultra61.9 |
| Knowledge | Mistral Medium 3Not measured | MarginNo overlap | Nemotron 3 Ultra54.2 |
| Multilingual | Mistral Medium 3Not measured | MarginNo overlap | Nemotron 3 Ultra83.0 |
| Inst. Following | Mistral Medium 3Not 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 | Mistral Medium 3 | Nemotron 3 Ultra | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Mistral Medium 3$0.4 input / $2 output | Nemotron 3 Ultra$0 input / $0 output | Nemotron 3 Ultra has the lower combined listed price. |
| Generation speedtokens per second | Mistral Medium 357 tok/s | Nemotron 3 UltraNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Mistral Medium 31.20 s | Nemotron 3 UltraNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Mistral Medium 3128K | Nemotron 3 Ultra1M | Nemotron 3 Ultra lists the larger context window. |
Benchmark Deep Dive
Agentic12 benchmarks
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Result |
|---|---|---|---|
| τ²-bench resultsSource | 24.3% | 83.3% | Nemotron 3 Ultra leads |
| 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 |
| GDPval-AASource | — | 33.2% | Not comparable |
| HLE w/ toolsSource | — | 37.4% | Not comparable |
| AA Agentic IndexSource | — | 27.4% | Not comparable |
| GDPval-AASource | — | 1164 | Not comparable |
| AA BriefcaseSource | — | 870 | Not comparable |
| AA EnterpriseOps-GymSource | — | 28.9% | Not comparable |
| AA Harvey LABSource | — | 3.3% | Not comparable |
Coding8 benchmarks
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Terminal-Bench HardSource | 3.8% | 36.4% | Nemotron 3 Ultra leads |
| AA-SciCodeSource | 33.1% | 39.9% | Nemotron 3 Ultra leads |
| SWE-bench VerifiedSource | — | 71.9% | Not comparable |
| SWE MultilingualSource | — | 67.7% | Not comparable |
| LiveCodeBench v6Source | — | 89.0% | Not comparable |
| SciCodeSource | — | 44.6% | Not comparable |
| Terminal-Bench 2.0Source | — | 56.4% | Not comparable |
| AA Coding IndexSource | — | 49.3% | Not comparable |
Reasoning3 benchmarks
Knowledge12 benchmarks
| Benchmark | Mistral Medium 3 | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 12.5% | 37.8% | Nemotron 3 Ultra leads |
| AA-GPQA DiamondSource | 57.8% | 86.7% | Nemotron 3 Ultra leads |
| AA-HLESource | 4.3% | 26.6% | Nemotron 3 Ultra leads |
| AA-Omniscience IndexSource | -31.5% | -0.8% | Nemotron 3 Ultra leads |
| AA-Omniscience AccuracySource | 18.3% | 21.6% | Nemotron 3 Ultra leads |
| AA-Omniscience Hallucination RateSource | 60.9% | 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 | Mistral Medium 3 | Nemotron 3 Ultra | Result |
|---|---|---|---|
| MMLU-ProXSource | — | 83% | Not comparable |
Multimodal2 benchmarks
Frequently Asked Questions (3)
Can I compare Mistral Medium 3 and Nemotron 3 Ultra on BenchLM yet?
Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.
Why does this comparison show “coming soon”?
BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.
What data is available for Mistral Medium 3 and Nemotron 3 Ultra today?
Mistral Medium 3: $0.40 input / $2.00 output per 1M tokens Nemotron 3 Ultra: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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