Model comparison
Gemini 3.1 Pro Preview vs Gemini Advanced 0514
Gemini 3.1 Pro Preview is the stronger model overall, scoring 56.7 to 37.1 on the Noometry Index.
Last verified . 17 shared benchmarks.
GoogleSummary
- They share 17 benchmarks with published results for both. Gemini 3.1 Pro Preview scores higher in 8 categories and Gemini Advanced 0514 in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3.1 Pro Preview leads 71.7 to 23.6.
Side by side
| Gemini 3.1 Pro Preview | Gemini Advanced 0514 | |
|---|---|---|
| Provider | ||
| Noometry Index | 56.7 | 37.1 |
| Released | 2026-02-19 | — |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $2 | — |
| Output $ / M tokens | $12 | — |
| Results tracked | 71 | 17 |
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Category by category
Coding Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 42.7 (#88), Gemini Advanced 0514: 36.0 (#202)
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Coding | 1483 | 1255 |
| SWE-bench Verified | 75.6% | — |
| DeepSWE | 11.7% | — |
| LMArena WebDev | 1446 | — |
| SciCode | 58.9% | — |
| GSO | 22.6% | — |
| WeirdML | 72.1% | — |
| MirrorCode | 8.9% | — |
| ALE-Bench | 1,161 | — |
| AlgoTune | 2.02 | — |
Agentic & Tool Use Not comparable
Gemini 3.1 Pro Preview: 37.7 (#33), Gemini Advanced 0514: —
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| Terminal-Bench | 80.2% | — |
| APEX-Agents | 35.3% | — |
| τ²-bench Banking | 26% | — |
| DeepResearch Bench | 47.8% | — |
| PostTrainBench | 22% | — |
| BALROG | 57% | — |
| ExploitBench | 26.1% | — |
| GBAEval | 0.8% | — |
| GDP.pdf | 17% | — |
| LMArena Search | 1211 | — |
| METR Time Horizons | 77% | — |
| Vending-Bench 2 | 3,774 | — |
Reasoning Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 71.7 (#9), Gemini Advanced 0514: 23.6 (#163)
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Hard Prompts | 1484 | 1248 |
| ARC-AGI-2 | 77.1% | — |
| SimpleBench | 79.6% | — |
| NYT Connections (extended) | 97.4% | — |
| ARC-AGI-1 | 98% | — |
| CritPt | 17.7% | — |
| Chess Puzzles | 55% | — |
| EnigmaEval | 36.8% | — |
| Thematic Generalization | 79.4% | — |
| EBR-Bench | 14.3% | — |
| Mystery Game Puzzles | 34% | — |
| DTBench | 97.1% | — |
| LMCA | 53.8% | — |
| Epoch Capabilities Index | 154.92 | — |
| ForecastBench | 59 | — |
Math Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 61.8 (#28), Gemini Advanced 0514: 32.9 (#181)
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Math | 1485 | 1272 |
| FrontierMath (Tiers 1-3) | 59.6% | — |
| FrontierMath Tier 4 | 26.8% | — |
| MathArena Final-Answer Competitions | 86.5% | — |
| OTIS Mock AIME 2024-2025 | 95.6% | — |
| ProofBench | 26% | — |
| FrontierMath (Feb 2025 set) | 36.9% | — |
| FrontierMath Tier 4 (v1) | 16.7% | — |
Knowledge Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 71.8 (#3), Gemini Advanced 0514: 32.7 (#201)
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Expert | 1484 | 1215 |
| GPQA Diamond | 94.4% | — |
| Humanity's Last Exam | 46.4% | — |
| SimpleQA Verified | 73.5% | — |
| Vectara Hallucination Rate | 10.4% | — |
Multimodal Not comparable
Gemini 3.1 Pro Preview: 38.1 (#60), Gemini Advanced 0514: —
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Vision | 1296 | — |
| Blueprint-Bench 2 | 26.5% | — |
| Furniture Assembly | 26.7% | — |
| LMArena Document | 1444 | — |
Multilingual Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 57.1 (#11), Gemini Advanced 0514: 42.8 (#187)
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Non-English | 1475 | 1274 |
| LMArena Chinese | 1528 | 1274 |
| LMArena French | 1488 | 1306 |
| LMArena German | 1491 | 1275 |
| LMArena Japanese | 1494 | 1242 |
| LMArena Korean | 1458 | 1232 |
| LMArena Russian | 1496 | 1283 |
| LMArena Spanish | 1480 | 1242 |
Instruction Following Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 77.1 (#31), Gemini Advanced 0514: 66.2 (#206)
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Instruction Following | 1465 | 1254 |
Long Context Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 47.3 (#17), Gemini Advanced 0514: 38.0 (#202)
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Longer Query | 1482 | 1254 |
| CL-bench | 20.8% | — |
| CL-bench Life | 16.9% | — |
Writing & Preference Gemini 3.1 Pro Preview leads
Gemini 3.1 Pro Preview: 66.3 (#36), Gemini Advanced 0514: 48.8 (#195)
| Benchmark | Gemini 3.1 Pro Preview | Gemini Advanced 0514 |
|---|---|---|
| LMArena Text | 1480 | 1279 |
| LMArena Creative Writing | 1482 | 1284 |
| LMArena Multi-Turn | 1486 | 1269 |
| EQ-Bench Creative Writing | 1491 | — |
| EQ-Bench 4 | 1142 | — |
Frequently asked questions
Is Gemini 3.1 Pro Preview better than Gemini Advanced 0514?
Gemini 3.1 Pro Preview is the stronger model overall, scoring 56.7 to 37.1 on the Noometry Index.
Is Gemini 3.1 Pro Preview or Gemini Advanced 0514 better for coding?
Gemini 3.1 Pro Preview scores higher on coding benchmarks: 42.7 versus 36.0 in the Noometry coding category.
How many benchmarks do Gemini 3.1 Pro Preview and Gemini Advanced 0514 share?
17 benchmarks have published results for both models. Gemini 3.1 Pro Preview has 71 scored results on Noometry and Gemini Advanced 0514 has 17.