Model comparison
Gemini 2.5 Pro vs Gemini 3.1 Pro
Head-to-head evidence from 21 shared benchmark results across 7 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Gemini 2.5 Pro #70 (Supported); Gemini 3.1 Pro #83 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Gemini 2.5 Pro and Gemini 3.1 Pro share 21 comparable benchmark results. 1 of 8 categories are comparable. 3 results are unique to Gemini 2.5 Pro; 26 to Gemini 3.1 Pro.
Updated July 20, 2026- Shared results
- 21
- Gemini 2.5 Pro only
- 3
- Gemini 3.1 Pro only
- 26
- Comparable categories
- 1 / 8
Pick Gemini 2.5 Pro if you want the stronger benchmark profile. Gemini 3.1 Pro only becomes the better choice if mathematics is the priority.
Confidence note. This is a partial-evidence comparison with 21 shared benchmark results across 7 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 2.5 Pro has the cleaner BenchAlign overall profile here, landing at 57.25 versus 55.3. It is a real lead, but still close enough that category-level strengths matter more than the headline number.
Gemini 3.1 Pro is also the more expensive model on tokens at $2.00 input / $12.00 output per 1M tokens, versus $1.25 input / $10.00 output per 1M tokens for Gemini 2.5 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 2.5 Pro | Δ | Gemini 3.1 Pro |
|---|---|---|---|
| Math | Gemini 2.5 Pro11.6 | Margin→ 20.2 | Gemini 3.1 Pro31.8 |
| Coding | Gemini 2.5 Pro63.8 | MarginNo overlap | Gemini 3.1 ProNot measured |
| Reasoning | Gemini 2.5 ProNot measured | MarginNo overlap | Gemini 3.1 Pro77.1 |
| Knowledge | Gemini 2.5 Pro27.4 | MarginNo overlap | Gemini 3.1 ProNot measured |
| Multimodal | Gemini 2.5 ProNot measured | MarginNo overlap | Gemini 3.1 Pro82.6 |
Decisive benchmark drivers
The largest measured benchmark gaps in this matchup, with exact reported values.
More
- Source ↗
FrontierMath v2 (Tiers 1-3)
MathA 14.138%B 36.900%Winner: Gemini 3.1 ProΔ 22.8FrontierMath v2 (Tiers 1-3): Gemini 2.5 Pro scored 14.138%; Gemini 3.1 Pro scored 36.900%. Gemini 3.1 Pro wins this benchmark. - Source ↗
FrontierMath v2 (Tier 4)
MathA 4.167%B 16.700%Winner: Gemini 3.1 ProΔ 12.5FrontierMath v2 (Tier 4): Gemini 2.5 Pro scored 4.167%; Gemini 3.1 Pro scored 16.700%. Gemini 3.1 Pro wins this benchmark.
Operational comparison
Runtime and commercial metrics are compared only when both models have a complete sourced value.
| Metric | Gemini 2.5 Pro | Gemini 3.1 Pro | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Gemini 2.5 Pro$1.25 input / $10 output | Gemini 3.1 Pro$2 input / $12 output | Gemini 2.5 Pro has the lower combined listed price. |
| Generation speedtokens per second | Gemini 2.5 Pro117 tok/s | Gemini 3.1 Pro109 tok/s | Gemini 2.5 Pro has the higher measured throughput. |
| First-answer latencyseconds to first token | Gemini 2.5 Pro21.19 s | Gemini 3.1 Pro29.71 s | Gemini 2.5 Pro reaches the first token sooner. |
| Context windowmaximum listed tokens | Gemini 2.5 Pro1M | Gemini 3.1 Pro1M | Listed context windows are equal. |
Benchmark Deep Dive
Agentic16 benchmarks
| Benchmark | Gemini 2.5 Pro | Gemini 3.1 Pro | Result |
|---|---|---|---|
| AA Agentic IndexSource | 7.1% | 21.4% | Gemini 3.1 Pro leads |
| τ²-bench resultsSource | 54.1% | 95.6% | Gemini 3.1 Pro leads |
| Gert LabsSource | 42.01% | 56.87% | Gemini 3.1 Pro leads |
| GDPval-AASource | 8.3% | 23.2% | Gemini 3.1 Pro leads |
| GDPval-AASource | 665 | 965 | Gemini 3.1 Pro leads |
| Claw-EvalSource | — | 57.8% | Not comparable |
| DeepSearchQASource | — | 69.7% | Not comparable |
| APEX-Agents-AASource | — | 32.0% | Not comparable |
| ResearchClawBenchSource | — | 13.3% | Not comparable |
| AA AutomationBenchSource | — | 37.5% | Not comparable |
| AA EnterpriseOps-GymSource | — | 42.2% | Not comparable |
| AA Harvey LABSource | — | 0.0% | Not comparable |
| AA ITBenchSource | — | 30.3% | Not comparable |
| AA Tau3 BankingSource | — | 16.5% | Not comparable |
| terminalBenchHardSource | — | 53.8% | Not comparable |
| aaTerminalBench21Source | — | 73.8% | Not comparable |
Coding6 benchmarks
| Benchmark | Gemini 2.5 Pro | Gemini 3.1 Pro | Result |
|---|---|---|---|
| SWE-bench VerifiedSource | 63.8% | — | Not comparable |
| Vibe Code BenchSource | 0.40% | 32.03% | Gemini 3.1 Pro leads |
| AA Coding IndexSource | 33.3% | 68.8% | Gemini 3.1 Pro leads |
| AA-SciCodeSource | 42.8% | 58.9% | Gemini 3.1 Pro leads |
| LiveCodeBench ProSource | — | 82.9% | Not comparable |
| React Native EvalsSource | — | 78.9% | Not comparable |
Reasoning3 benchmarks
Knowledge12 benchmarks
| Benchmark | Gemini 2.5 Pro | Gemini 3.1 Pro | Result |
|---|---|---|---|
| GPQASource | 83% | — | Not comparable |
| HLESource | 18.8% | — | Not comparable |
| Artificial Analysis Intelligence IndexSource | 25.8% | 46.5% | Gemini 3.1 Pro leads |
| AA-GPQA DiamondSource | 84.4% | 94.1% | Gemini 3.1 Pro leads |
| AA-HLESource | 21.1% | 44.7% | Gemini 3.1 Pro leads |
| AA-Omniscience IndexSource | -14.3% | 32.9% | Gemini 3.1 Pro leads |
| AA-Omniscience AccuracySource | 39.0% | 55.3% | Gemini 3.1 Pro leads |
| AA-Omniscience Hallucination RateSource | 87.4% | 49.9% | Gemini 3.1 Pro leads |
| GPQA-DSource | — | 94.3% | Not comparable |
| HLE w/o toolsSource | — | 45.4% | Not comparable |
| HealthBench HardSource | — | 20.6% | Not comparable |
| MedXpertQA (Text)Source | — | 71.5% | Not comparable |
MathGemini 3.1 Pro wins2 benchmarks
Multilingual1 benchmarks
| Benchmark | Gemini 2.5 Pro | Gemini 3.1 Pro | Result |
|---|---|---|---|
| AA Global-MMLU-LiteSource | — | 93.2% | Not comparable |
Multimodal9 benchmarks
| Benchmark | Gemini 2.5 Pro | Gemini 3.1 Pro | Result |
|---|---|---|---|
| AA-MMMU-ProSource | 74.9% | 82.4% | Gemini 3.1 Pro leads |
| Design Arena WebsiteSource | 1199 | 1284 | Gemini 3.1 Pro leads |
| MMMU-ProSource | — | 83.9% | Not comparable |
| CharXivSource | — | 80.2% | Not comparable |
| ERQASource | — | 69.4% | Not comparable |
| SimpleVQASource | — | 72.4% | Not comparable |
| ScreenSpot ProSource | — | 84.4% | Not comparable |
| ZeroBenchSource | — | 29.0% | Not comparable |
| MedXpertQA (MM)Source | — | 81.3% | Not comparable |
Inst. Following1 benchmarks
| Benchmark | Gemini 2.5 Pro | Gemini 3.1 Pro | Result |
|---|---|---|---|
| AA-IFBenchSource | 48.7% | 77.1% | Gemini 3.1 Pro leads |
Frequently Asked Questions (2)
Which is better, Gemini 2.5 Pro or Gemini 3.1 Pro?
Gemini 2.5 Pro is ahead on BenchLM's BenchAlign leaderboard, 57.25 to 55.3. The biggest single separator in this matchup is FrontierMath v2 (Tiers 1-3), where the scores are 14.138% and 36.900%.
Which is better for math, Gemini 2.5 Pro or Gemini 3.1 Pro?
Gemini 3.1 Pro has the edge for math in this comparison, averaging 31.8 versus 11.6. Inside this category, FrontierMath v2 (Tiers 1-3) is the benchmark that creates the most daylight between them.
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