Model comparison
Gemma 3n E4b IT vs o1
o1 is the stronger model overall, scoring 40.9 to 37.3 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. Gemma 3n E4b IT scores higher in 0 categories and o1 in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in long context, where o1 leads 50.3 to 38.7.
- Gemma 3n E4b IT has downloadable open weights; the other is API-only.
Side by side
| Gemma 3n E4b IT | o1 | |
|---|---|---|
| Provider | OpenAI | |
| Noometry Index | 37.3 | 40.9 |
| Released | — | 2024-09-12 |
| Weights | Open | Proprietary |
| Context window | — | 200K |
| Max output | — | 100K |
| Input $ / M tokens | — | $15 |
| Output $ / M tokens | — | $60 |
| Results tracked | 18 | 52 |
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Category by category
Coding o1 leads
Gemma 3n E4b IT: 37.0 (#198), o1: 46.1 (#70)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Coding | 1268 | 1367 |
| Aider Polyglot | — | 61.7% |
| WeirdML | — | 47.6% |
| LiveBench Coding | — | 69.7% |
| CadEval | — | 56% |
| HumanEval+ | — | 89% |
| MBPP+ | — | 80.2% |
Agentic & Tool Use Not comparable
Gemma 3n E4b IT: —, o1: 24.6 (#117)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| Cybench | — | 10% |
| METR Time Horizons | — | 51.1% |
Reasoning o1 leads
Gemma 3n E4b IT: 19.9 (#247), o1: 27.9 (#111)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Hard Prompts | 1284 | 1371 |
| SimpleBench | — | 41.7% |
| Kagi LLM Benchmark | 31.5% | — |
| ARC-AGI-1 | — | 30.7% |
| Chess Puzzles | — | 15% |
| EnigmaEval | — | 5.7% |
| LiveBench Reasoning | — | 91.6% |
| DTBench | — | 74.7% |
| LiveBench Data Analysis | — | 65.5% |
| LMCA | — | 22.3% |
| Epoch Capabilities Index | — | 141.91 |
| LiveBench | — | 75.7% |
Math o1 leads
Gemma 3n E4b IT: 35.1 (#188), o1: 36.1 (#175)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Math | 1251 | 1388 |
| FrontierMath (Tiers 1-3) | — | 14.7% |
| OTIS Mock AIME 2024-2025 | — | 73.3% |
| LiveBench Math | — | 80.3% |
| MATH Level 5 | — | 94.7% |
| FrontierMath (Feb 2025 set) | — | 9.3% |
Knowledge o1 leads
Gemma 3n E4b IT: 34.2 (#198), o1: 41.5 (#110)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Expert | 1246 | 1361 |
| GPQA Diamond | — | 76.8% |
| Humanity's Last Exam | — | 8% |
| SimpleQA Verified | — | 41.1% |
| Confabulations | — | 11.7% |
Multimodal Not comparable
Gemma 3n E4b IT: —, o1: 34.2 (#93)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Vision | — | 1168 |
| GeoBench | — | 80% |
| VPCT | — | 37% |
| SpatialViz-Bench | — | 41.4% |
Multilingual o1 leads
Gemma 3n E4b IT: 43.4 (#183), o1: 48.6 (#142)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Non-English | 1285 | 1358 |
| LMArena Chinese | 1309 | 1394 |
| LMArena French | 1330 | 1344 |
| LMArena German | 1311 | 1337 |
| LMArena Japanese | 1272 | 1346 |
| LMArena Korean | 1259 | 1396 |
| LMArena Russian | 1288 | 1356 |
| LMArena Spanish | 1305 | 1345 |
Instruction Following o1 leads
Gemma 3n E4b IT: 66.1 (#210), o1: 74.8 (#86)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Instruction Following | 1255 | 1367 |
| LiveBench Instruction Following | — | 81.5% |
Long Context o1 leads
Gemma 3n E4b IT: 38.7 (#191), o1: 50.3 (#9)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Longer Query | 1276 | 1378 |
| Fiction.LiveBench | — | 83.3% |
Writing & Preference o1 leads
Gemma 3n E4b IT: 50.1 (#186), o1: 55.6 (#144)
| Benchmark | Gemma 3n E4b IT | o1 |
|---|---|---|
| LMArena Text | 1306 | 1366 |
| LMArena Creative Writing | 1287 | 1348 |
| LMArena Multi-Turn | 1276 | 1369 |
| Short-Story Creative Writing | — | 70.2% |
| LiveBench Language | — | 65.4% |
Frequently asked questions
Is Gemma 3n E4b IT better than o1?
o1 is the stronger model overall, scoring 40.9 to 37.3 on the Noometry Index.
Is Gemma 3n E4b IT or o1 better for coding?
o1 scores higher on coding benchmarks: 46.1 versus 37.0 in the Noometry coding category.
How many benchmarks do Gemma 3n E4b IT and o1 share?
17 benchmarks have published results for both models. Gemma 3n E4b IT has 18 scored results on Noometry and o1 has 52.