Model comparison
o1 vs Wizardlm 70b
o1 is the stronger model overall, scoring 40.6 to 32.4 on the Noometry Index.
Last verified . 12 shared benchmarks.
MicrosoftSummary
- They share 12 benchmarks with published results for both. o1 scores higher in 7 categories and Wizardlm 70b in 0 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where o1 leads 55.8 to 34.9.
- Wizardlm 70b has downloadable open weights; the other is API-only.
Side by side
| o1 | Wizardlm 70b | |
|---|---|---|
| Provider | OpenAI | Microsoft |
| Noometry Index | 40.6 | 32.4 |
| Released | 2024-09-12 | — |
| Weights | Proprietary | Open |
| Context window | 200K | — |
| Max output | 100K | — |
| Input $ / M tokens | $15 | — |
| Output $ / M tokens | $60 | — |
| Results tracked | 52 | 12 |
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Category by category
Coding o1 leads
o1: 45.7 (#64), Wizardlm 70b: 30.9 (#280)
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| LMArena Coding | 1367 | 1081 |
| Aider Polyglot | 61.7% | — |
| WeirdML | 47.6% | — |
| LiveBench Coding | 69.7% | — |
| CadEval | 56% | — |
| HumanEval+ | 89% | — |
| MBPP+ | 80.2% | — |
Agentic & Tool Use Not comparable
o1: 24.3 (#111), Wizardlm 70b: —
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| Cybench | 10% | — |
| METR Time Horizons | 51.1% | — |
Reasoning o1 leads
o1: 27.5 (#103), Wizardlm 70b: 19.8 (#231)
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| LMArena Hard Prompts | 1372 | 1079 |
| SimpleBench | 41.7% | — |
| 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 | 141.92 | — |
| LiveBench | 75.7% | — |
Math o1 leads
o1: 34.9 (#150), Wizardlm 70b: 29.7 (#216)
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| LMArena Math | 1388 | 1116 |
| 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 Not comparable
o1: 41.5 (#101), Wizardlm 70b: —
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| GPQA Diamond | 76.8% | — |
| Humanity's Last Exam | 8% | — |
| SimpleQA Verified | 41.1% | — |
| Confabulations | 11.7% | — |
| LMArena Expert | 1362 | — |
Multimodal Not comparable
o1: 33.6 (#87), Wizardlm 70b: —
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| LMArena Vision | 1168 | — |
| GeoBench | 80% | — |
| VPCT | 37% | — |
| SpatialViz-Bench | 41.4% | — |
Multilingual o1 leads
o1: 48.8 (#137), Wizardlm 70b: 29.8 (#260)
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| LMArena Non-English | 1359 | 1078 |
| LMArena Chinese | 1394 | 1052 |
| LMArena German | 1337 | 1083 |
| LMArena Russian | 1356 | 1155 |
| LMArena French | 1343 | — |
| LMArena Japanese | 1346 | — |
| LMArena Korean | 1396 | — |
| LMArena Spanish | 1345 | — |
Instruction Following o1 leads
o1: 75.0 (#82), Wizardlm 70b: 56.5 (#268)
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| LMArena Instruction Following | 1368 | 1093 |
| LiveBench Instruction Following | 81.5% | — |
Long Context o1 leads
o1: 50.3 (#9), Wizardlm 70b: 33.3 (#258)
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| LMArena Longer Query | 1378 | 1097 |
| Fiction.LiveBench | 83.3% | — |
Writing & Preference o1 leads
o1: 55.8 (#139), Wizardlm 70b: 34.9 (#264)
| Benchmark | o1 | Wizardlm 70b |
|---|---|---|
| LMArena Text | 1366 | 1120 |
| LMArena Creative Writing | 1347 | 1149 |
| LMArena Multi-Turn | 1368 | 1108 |
| Short-Story Creative Writing | 70.2% | — |
| LiveBench Language | 65.4% | — |
Frequently asked questions
Is o1 better than Wizardlm 70b?
o1 is the stronger model overall, scoring 40.6 to 32.4 on the Noometry Index.
Is o1 or Wizardlm 70b better for coding?
o1 scores higher on coding benchmarks: 45.7 versus 30.9 in the Noometry coding category.
How many benchmarks do o1 and Wizardlm 70b share?
12 benchmarks have published results for both models. o1 has 52 scored results on Noometry and Wizardlm 70b has 12.