Model comparison
Gemini 3.1 Pro vs Gemini 3 Flash
Head-to-head evidence from 18 shared benchmark results across 7 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.
Public leaderboard positions: Gemini 3.1 Pro #83 (Estimated); Gemini 3 Flash #49 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.
Evidence parity. Gemini 3.1 Pro and Gemini 3 Flash share 18 comparable benchmark results. 1 of 8 categories are comparable. 29 results are unique to Gemini 3.1 Pro; 1 to Gemini 3 Flash.
Updated July 20, 2026- Shared results
- 18
- Gemini 3.1 Pro only
- 29
- Gemini 3 Flash only
- 1
- Comparable categories
- 1 / 8
Pick Gemini 3 Flash 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 18 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 3 Flash is clearly ahead on the BenchAlign aggregate, 60.49 to 55.3. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Gemini 3.1 Pro is also the more expensive model on tokens at $2.00 input / $12.00 output per 1M tokens, versus $0.50 input / $3.00 output per 1M tokens for Gemini 3 Flash. That is roughly 4.0x 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 3.1 Pro | Δ | Gemini 3 Flash |
|---|---|---|---|
| Math | Gemini 3.1 Pro31.8 | Margin← 4.0 | Gemini 3 Flash27.8 |
| Reasoning | Gemini 3.1 Pro77.1 | MarginNo overlap | Gemini 3 FlashNot measured |
| Multimodal | Gemini 3.1 Pro82.6 | MarginNo overlap | Gemini 3 FlashNot measured |
Decisive benchmark drivers
The largest measured benchmark gaps in this matchup, with exact reported values.
More
- Source ↗
FrontierMath v2 (Tier 4)
MathA 16.700%B 4.167%Winner: Gemini 3.1 ProΔ 12.5FrontierMath v2 (Tier 4): Gemini 3.1 Pro scored 16.700%; Gemini 3 Flash scored 4.167%. Gemini 3.1 Pro wins this benchmark. - Source ↗
FrontierMath v2 (Tiers 1-3)
MathA 36.900%B 35.640%Winner: Gemini 3.1 ProΔ 1.3FrontierMath v2 (Tiers 1-3): Gemini 3.1 Pro scored 36.900%; Gemini 3 Flash scored 35.640%. 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 3.1 Pro | Gemini 3 Flash | Comparison |
|---|---|---|---|
| Input / output priceUSD per 1M tokens | Gemini 3.1 Pro$2 input / $12 output | Gemini 3 Flash$0.5 input / $3 output | Gemini 3 Flash has the lower combined listed price. |
| Generation speedtokens per second | Gemini 3.1 Pro109 tok/s | Gemini 3 Flash159 tok/s | Gemini 3 Flash has the higher measured throughput. |
| First-answer latencyseconds to first token | Gemini 3.1 Pro29.71 s | Gemini 3 Flash1.19 s | Gemini 3 Flash reaches the first token sooner. |
| Context windowmaximum listed tokens | Gemini 3.1 Pro1M | Gemini 3 Flash1M | Listed context windows are equal. |
Benchmark Deep Dive
Agentic17 benchmarks
| Benchmark | Gemini 3.1 Pro | Gemini 3 Flash | Result |
|---|---|---|---|
| Claw-EvalSource | 57.8% | 49.2% | Gemini 3.1 Pro leads |
| DeepSearchQASource | 69.7% | — | Not comparable |
| τ²-bench resultsSource | 95.6% | 43.3% | Gemini 3.1 Pro leads |
| AA Agentic IndexSource | 21.4% | — | Not comparable |
| APEX-Agents-AASource | 32.0% | — | Not comparable |
| GDPval-AASource | 23.2% | — | Not comparable |
| GDPval-AASource | 965 | — | Not comparable |
| Gert LabsSource | 56.87% | 56.63% | Gemini 3.1 Pro leads |
| 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 |
| JobBenchSource | — | 11.4% | Not comparable |
Coding5 benchmarks
Reasoning3 benchmarks
Knowledge10 benchmarks
| Benchmark | Gemini 3.1 Pro | Gemini 3 Flash | Result |
|---|---|---|---|
| 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 |
| Artificial Analysis Intelligence IndexSource | 46.5% | 27.4% | Gemini 3.1 Pro leads |
| AA-GPQA DiamondSource | 94.1% | 81.2% | Gemini 3.1 Pro leads |
| AA-HLESource | 44.7% | 14.1% | Gemini 3.1 Pro leads |
| AA-Omniscience IndexSource | 32.9% | -3.6% | Gemini 3.1 Pro leads |
| AA-Omniscience AccuracySource | 55.3% | 45.5% | Gemini 3.1 Pro leads |
| AA-Omniscience Hallucination RateSource | 49.9% | 90.2% | Gemini 3.1 Pro leads |
MathGemini 3.1 Pro wins2 benchmarks
Multilingual1 benchmarks
| Benchmark | Gemini 3.1 Pro | Gemini 3 Flash | Result |
|---|---|---|---|
| AA Global-MMLU-LiteSource | 93.2% | — | Not comparable |
Multimodal9 benchmarks
| Benchmark | Gemini 3.1 Pro | Gemini 3 Flash | Result |
|---|---|---|---|
| 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 |
| AA-MMMU-ProSource | 82.4% | 78.6% | Gemini 3.1 Pro leads |
| Design Arena WebsiteSource | 1284 | 1228 | Gemini 3.1 Pro leads |
Inst. Following1 benchmarks
| Benchmark | Gemini 3.1 Pro | Gemini 3 Flash | Result |
|---|---|---|---|
| AA-IFBenchSource | 77.1% | 55.1% | Gemini 3.1 Pro leads |
Frequently Asked Questions (2)
Which is better, Gemini 3.1 Pro or Gemini 3 Flash?
Gemini 3 Flash is ahead on BenchLM's BenchAlign leaderboard, 60.49 to 55.3. The biggest single separator in this matchup is FrontierMath v2 (Tier 4), where the scores are 16.700% and 4.167%.
Which is better for math, Gemini 3.1 Pro or Gemini 3 Flash?
Gemini 3.1 Pro has the edge for math in this comparison, averaging 31.8 versus 27.8. Inside this category, FrontierMath v2 (Tier 4) is the benchmark that creates the most daylight between them.
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