Model comparison
MiMo-V2-Pro vs Nemotron 3 Ultra
Head-to-head evidence from 12 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: MiMo-V2-Pro #17 (Supported); Nemotron 3 Ultra unranked (Not scored). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. MiMo-V2-Pro and Nemotron 3 Ultra share 12 comparable benchmark results. 1 of 8 categories are comparable. 3 results are unique to MiMo-V2-Pro; 26 to Nemotron 3 Ultra.
Updated July 18, 2026- Shared results
- 12
- MiMo-V2-Pro only
- 3
- Nemotron 3 Ultra only
- 26
- Comparable categories
- 1 / 8
Treat this as a split decision. MiMo-V2-Pro makes more sense if coding is the priority; Nemotron 3 Ultra is the better fit if its strengths line up with your actual workload.
Confidence note. This is a partial-evidence comparison with 12 shared benchmark results across 5 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
MiMo-V2-Pro 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.
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 | MiMo-V2-Pro | Δ | Nemotron 3 Ultra |
|---|---|---|---|
| Coding | MiMo-V2-Pro78.0 | Margin← 19.7 | Nemotron 3 Ultra58.3 |
| Agentic | MiMo-V2-ProNot measured | MarginNo overlap | Nemotron 3 Ultra51.3 |
| Reasoning | MiMo-V2-ProNot measured | MarginNo overlap | Nemotron 3 Ultra61.9 |
| Knowledge | MiMo-V2-ProNot measured | MarginNo overlap | Nemotron 3 Ultra53.8 |
| Multilingual | MiMo-V2-ProNot measured | MarginNo overlap | Nemotron 3 Ultra83.0 |
| Inst. Following | MiMo-V2-ProNot measured | MarginNo overlap | Nemotron 3 Ultra81.7 |
Decisive benchmark drivers
The largest measured benchmark gaps in this matchup, with exact reported values.
More
- Source ↗
SWE-bench Verified
CodingA 78%B 71.9%Winner: MiMo-V2-ProΔ 6.1SWE-bench Verified: MiMo-V2-Pro scored 78%; Nemotron 3 Ultra scored 71.9%. MiMo-V2-Pro wins this benchmark.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | MiMo-V2-Pro | Nemotron 3 Ultra | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | MiMo-V2-ProNot available | Nemotron 3 Ultra$0 input / $0 output | A complete price comparison is not available. |
| Generation speedtokens per second | MiMo-V2-ProNot available | Nemotron 3 UltraNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | MiMo-V2-ProNot available | Nemotron 3 UltraNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | MiMo-V2-Pro1M | Nemotron 3 Ultra1M | Listed context windows are equal. |
Benchmark Deep Dive
Agentic16 benchmarks
| Benchmark | MiMo-V2-Pro | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Claw-EvalSource | 57.8% | — | Not comparable |
| τ²-bench resultsSource | 95% | 83.3% | MiMo-V2-Pro leads |
| Gert LabsSource | 36.68% | — | Not comparable |
| ResearchClawBenchSource | 15.3% | — | 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 |
| 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 |
| terminalBenchHardSource | — | 36.4% | Not comparable |
CodingMiMo-V2-Pro wins6 benchmarks
| Benchmark | MiMo-V2-Pro | Nemotron 3 Ultra | Result |
|---|---|---|---|
| SWE-bench VerifiedSource | 78% | 71.9% | MiMo-V2-Pro leads |
| AA-SciCodeSource | 42.5% | 39.9% | MiMo-V2-Pro leads |
| SWE MultilingualSource | — | 67.7% | 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 | MiMo-V2-Pro | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 40.3% | 37.8% | MiMo-V2-Pro leads |
| AA-GPQA DiamondSource | 87.0% | 86.7% | MiMo-V2-Pro leads |
| AA-HLESource | 28.3% | 26.6% | MiMo-V2-Pro leads |
| AA-Omniscience IndexSource | 4.9% | -0.8% | MiMo-V2-Pro leads |
| AA-Omniscience AccuracySource | 26.8% | 21.6% | MiMo-V2-Pro leads |
| AA-Omniscience Hallucination RateSource | 29.9% | 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 | MiMo-V2-Pro | Nemotron 3 Ultra | Result |
|---|---|---|---|
| MMLU-ProXSource | — | 83% | Not comparable |
Multimodal1 benchmarks
| Benchmark | MiMo-V2-Pro | Nemotron 3 Ultra | Result |
|---|---|---|---|
| Design Arena WebsiteSource | — | 1131 | Not comparable |
Frequently Asked Questions (2)
Which is better, MiMo-V2-Pro or Nemotron 3 Ultra?
MiMo-V2-Pro 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 coding, MiMo-V2-Pro or Nemotron 3 Ultra?
MiMo-V2-Pro has the edge for coding in this comparison, averaging 78 versus 58.3. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.
Related Comparisons
Explore More
The AI models change fast. We track them for you.
A weekly brief for engineers and researchers covering new models, ranking shifts, and pricing changes.
Free. No spam. Unsubscribe anytime.