Model comparison
Gemini 2.0 Pro vs o3
o3 is the stronger model overall, scoring 47.5 to 39.1 on the Noometry Index.
Last verified . 7 shared benchmarks.
Summary
- They share 7 benchmarks with published results for both. Gemini 2.0 Pro scores higher in 1 category and o3 in 6 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in long context, where o3 leads 53.3 to 29.2.
- The biggest single-benchmark swing is Fiction.LiveBench: 41.7% for Gemini 2.0 Pro and 88.9% for o3.
Side by side
| Gemini 2.0 Pro | o3 | |
|---|---|---|
| Provider | OpenAI | |
| Noometry Index | 39.1 | 47.5 |
| Released | 2025-02-05 | 2025-04-16 |
| Weights | Proprietary | Proprietary |
| Context window | — | 200K |
| Max output | — | 100K |
| Input $ / M tokens | — | $2 |
| Output $ / M tokens | — | $8 |
| Results tracked | 14 | 63 |
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Category by category
Coding o3 leads
Gemini 2.0 Pro: 37.8 (#187), o3: 46.8 (#64)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| Aider Polyglot | 35.6% | 81.3% |
| SWE-bench Verified | — | 62.3% |
| SWE-bench Verified (bash only) | — | 58.4% |
| GSO | — | 8.8% |
| WeirdML | — | 52.4% |
| LiveBench Coding | 63.5% | — |
| LMArena Coding | — | 1408 |
| CadEval | — | 74% |
| ALE-Bench | — | 933.55 |
Agentic & Tool Use Not comparable
Gemini 2.0 Pro: —, o3: 34.5 (#44)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 63% |
| GDPval | — | 30.8% |
| DeepResearch Bench | — | 45.2% |
| OSWorld | — | 23% |
| LMArena Search | — | 1144 |
| METR Time Horizons | — | 65.4% |
Reasoning o3 leads
Gemini 2.0 Pro: 22.3 (#198), o3: 32.0 (#78)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| EnigmaEval | 0.7% | 13.1% |
| Epoch Capabilities Index | 135.06 | 146.86 |
| ARC-AGI-2 | — | 6.5% |
| SimpleBench | — | 53.1% |
| Kagi LLM Benchmark | — | 67.6% |
| ARC-AGI-1 | — | 60.8% |
| CritPt | — | 1.4% |
| Chess Puzzles | — | 38% |
| LiveBench Reasoning | 60.1% | — |
| LMArena Hard Prompts | — | 1402 |
| Mystery Game Puzzles | — | 29% |
| DTBench | — | 84.8% |
| LiveBench Data Analysis | 68% | — |
| LMCA | — | 39.7% |
| ForecastBench | — | 62.5 |
| LiveBench | 65.1% | — |
Math o3 leads
Gemini 2.0 Pro: 39.7 (#100), o3: 50.2 (#58)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| MATH Level 5 | 83.5% | 97.8% |
| FrontierMath (Tiers 1-3) | — | 33.3% |
| OTIS Mock AIME 2024-2025 | — | 84.4% |
| Omni-MATH | — | 71.4% |
| LiveBench Math | 71% | — |
| LMArena Math | — | 1426 |
| FrontierMath (Feb 2025 set) | — | 18.7% |
| FrontierMath Tier 4 (v1) | — | 2.1% |
Knowledge o3 leads
Gemini 2.0 Pro: 36.5 (#167), o3: 54.6 (#52)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| GPQA Diamond | 65.7% | 81.8% |
| Confabulations | 18.4% | 14.4% |
| Humanity's Last Exam | — | 20.3% |
| SimpleQA Verified | — | 49.4% |
| MMLU-Pro | — | 85.9% |
| GPQA (HELM) | — | 75.3% |
| LMArena Expert | — | 1402 |
Multimodal Not comparable
Gemini 2.0 Pro: —, o3: 41.4 (#36)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| LMArena Vision | — | 1214 |
| GeoBench | — | 74% |
| VPCT | — | 52% |
Multilingual Not comparable
Gemini 2.0 Pro: —, o3: 51.7 (#105)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| LMArena Non-English | — | 1401 |
| LMArena Chinese | — | 1437 |
| LMArena French | — | 1430 |
| LMArena German | — | 1420 |
| LMArena Japanese | — | 1403 |
| LMArena Korean | — | 1370 |
| LMArena Russian | — | 1406 |
| LMArena Spanish | — | 1395 |
Instruction Following Gemini 2.0 Pro leads
Gemini 2.0 Pro: 75.5 (#59), o3: 72.8 (#127)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| LiveBench Instruction Following | 83.4% | — |
| IFEval | — | 86.9% |
| LMArena Instruction Following | — | 1368 |
Long Context o3 leads
Gemini 2.0 Pro: 29.2 (#292), o3: 53.3 (#6)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| Fiction.LiveBench | 41.7% | 88.9% |
| CL-bench | — | 17.8% |
| LMArena Longer Query | — | 1372 |
Writing & Preference o3 leads
Gemini 2.0 Pro: 52.7 (#165), o3: 63.5 (#64)
| Benchmark | Gemini 2.0 Pro | o3 |
|---|---|---|
| LMArena Text | — | 1410 |
| LMArena Creative Writing | — | 1359 |
| Short-Story Creative Writing | — | 83.9% |
| EQ-Bench Creative Writing | — | 1676 |
| WildBench | — | 86.1% |
| LMArena Multi-Turn | — | 1405 |
| LiveBench Language | 44.9% | — |
Frequently asked questions
Is Gemini 2.0 Pro better than o3?
o3 is the stronger model overall, scoring 47.5 to 39.1 on the Noometry Index.
Is Gemini 2.0 Pro or o3 better for coding?
o3 scores higher on coding benchmarks: 46.8 versus 37.8 in the Noometry coding category.
How many benchmarks do Gemini 2.0 Pro and o3 share?
7 benchmarks have published results for both models. Gemini 2.0 Pro has 14 scored results on Noometry and o3 has 63.