Model comparison
Gemini 3 Pro vs MiMo-V2.5-Pro
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: Gemini 3 Pro #19 (Supported); MiMo-V2.5-Pro #14 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Gemini 3 Pro and MiMo-V2.5-Pro share 12 comparable benchmark results. 0 of 8 categories are comparable. 15 results are unique to Gemini 3 Pro; 19 to MiMo-V2.5-Pro.
Updated July 21, 2026- Shared results
- 12
- Gemini 3 Pro only
- 15
- MiMo-V2.5-Pro only
- 19
- Comparable categories
- 0 / 8
Benchmark data for Gemini 3 Pro and MiMo-V2.5-Pro is coming soon on BenchLM.
Confidence note. This is a partial-evidence comparison with 12 shared benchmark results across 5 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.
Gemini 3 Pro has the larger context window at 2M, compared with 1M for MiMo-V2.5-Pro.
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 Pro | Δ | MiMo-V2.5-Pro |
|---|---|---|---|
| Agentic | Gemini 3 ProNot measured | MarginNo overlap | MiMo-V2.5-Pro68.4 |
| Coding | Gemini 3 ProNot measured | MarginNo overlap | MiMo-V2.5-Pro57.2 |
| Reasoning | Gemini 3 Pro31.1 | MarginNo overlap | MiMo-V2.5-ProNot measured |
| Knowledge | Gemini 3 ProNot measured | MarginNo overlap | MiMo-V2.5-Pro48.0 |
| Math | Gemini 3 Pro32.9 | MarginNo overlap | MiMo-V2.5-ProNot measured |
| Multimodal | Gemini 3 Pro81.1 | MarginNo overlap | MiMo-V2.5-ProNot measured |
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Gemini 3 Pro | MiMo-V2.5-Pro | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Gemini 3 Pro$2 input / $12 output | MiMo-V2.5-ProNot available | A complete price comparison is not available. |
| Generation speedtokens per second | Gemini 3 Pro109 tok/s | MiMo-V2.5-ProNot available | A complete speed comparison is not available. |
| First-answer latencyseconds to first token | Gemini 3 Pro32.65 s | MiMo-V2.5-ProNot available | A complete latency comparison is not available. |
| Context windowmaximum listed tokens | Gemini 3 Pro2M | MiMo-V2.5-Pro1M | Gemini 3 Pro lists the larger context window. |
Benchmark Deep Dive
Agentic15 benchmarks
| Benchmark | Gemini 3 Pro | MiMo-V2.5-Pro | Result |
|---|---|---|---|
| τ²-bench resultsSource | 87.1% | 94.2% | MiMo-V2.5-Pro leads |
| Gert LabsSource | 63.23% | 62.70% | Gemini 3 Pro leads |
| JobBenchSource | 11.4% | — | Not comparable |
| Claw-EvalSource | — | 63.8% | Not comparable |
| GDPval-AASource | — | 1265 | Not comparable |
| τ³-bench resultsSource | — | 72.9% | Not comparable |
| Terminal-Bench 2.0Source | — | 68.4% | Not comparable |
| AA Agentic IndexSource | — | 29.1% | Not comparable |
| GDPval-AASource | — | 38.3% | Not comparable |
| APEX-Agents-AASource | — | 2.4% | Not comparable |
| AA BriefcaseSource | — | 873 | Not comparable |
| AA ITBenchSource | — | 38.2% | Not comparable |
| terminalBenchHardSource | — | 43.2% | Not comparable |
| aaTerminalBench21Source | — | 65.2% | Not comparable |
| AA Harvey LABSource | — | 73.3% | Not comparable |
Coding6 benchmarks
Reasoning3 benchmarks
Knowledge10 benchmarks
| Benchmark | Gemini 3 Pro | MiMo-V2.5-Pro | Result |
|---|---|---|---|
| Artificial Analysis Intelligence IndexSource | 39.5% | 42.2% | MiMo-V2.5-Pro leads |
| AA-GPQA DiamondSource | 90.8% | 86.6% | Gemini 3 Pro leads |
| AA-HLESource | 37.2% | 33.8% | Gemini 3 Pro leads |
| AA-Omniscience IndexSource | 15.8% | 3.6% | Gemini 3 Pro leads |
| AA-Omniscience AccuracySource | 55.9% | 22.6% | Gemini 3 Pro leads |
| AA-Omniscience Hallucination RateSource | 90.9% | 24.5% | MiMo-V2.5-Pro leads |
| AA MMLU-ProSource | 89.8% | — | Not comparable |
| HLESource | — | 48% | Not comparable |
| HLE w/o toolsSource | — | 34% | Not comparable |
| AA Openness IndexSource | — | 38.9% | Not comparable |
Math2 benchmarks
Multilingual1 benchmarks
| Benchmark | Gemini 3 Pro | MiMo-V2.5-Pro | Result |
|---|---|---|---|
| AA Global-MMLU-LiteSource | 92.2% | — | Not comparable |
Multimodal8 benchmarks
| Benchmark | Gemini 3 Pro | MiMo-V2.5-Pro | Result |
|---|---|---|---|
| MMMU-ProSource | 81% | — | Not comparable |
| MathVisionSource | 86.6% | — | Not comparable |
| VideoMMMUSource | 87.6% | — | Not comparable |
| ScreenSpot ProSource | 72.7% | — | Not comparable |
| CharXivSource | 81.4% | — | Not comparable |
| V*Source | 88.0% | — | Not comparable |
| AA-MMMU-ProSource | 80.2% | — | Not comparable |
| Design Arena WebsiteSource | — | 1298 | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Gemini 3 Pro | MiMo-V2.5-Pro | Result |
|---|---|---|---|
| AA-IFBenchSource | 70.4% | 79.9% | MiMo-V2.5-Pro leads |
Frequently Asked Questions (3)
Can I compare Gemini 3 Pro and MiMo-V2.5-Pro 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 Gemini 3 Pro and MiMo-V2.5-Pro today?
Gemini 3 Pro: $2.00 input / $12.00 output per 1M tokens MiMo-V2.5-Pro: Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.
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