Model comparison
Claude 3 Sonnet vs Wizardlm 70b
Wizardlm 70b is the stronger model overall, scoring 33.0 to 29.0 on the Noometry Index.
Last verified . 12 shared benchmarks.
MicrosoftSummary
- They share 12 benchmarks with published results for both. Claude 3 Sonnet scores higher in 4 categories and Wizardlm 70b in 3 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in math, where Wizardlm 70b leads 32.2 to 10.7.
- Wizardlm 70b has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Sonnet | Wizardlm 70b | |
|---|---|---|
| Provider | Anthropic | Microsoft |
| Noometry Index | 29.0 | 33.0 |
| Released | 2024-02-29 | — |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 30 | 12 |
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Category by category
Coding Wizardlm 70b leads
Claude 3 Sonnet: 29.6 (#302), Wizardlm 70b: 31.4 (#285)
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| LMArena Coding | 1223 | 1081 |
| WeirdML | 10.2% | — |
| BigCodeBench Instruct | 42.7% | — |
| BigCodeBench Complete | 53.8% | — |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Reasoning Too close to call
Claude 3 Sonnet: 20.5 (#237), Wizardlm 70b: 20.7 (#234)
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| LMArena Hard Prompts | 1197 | 1079 |
| DTBench | 53.6% | — |
| Epoch Capabilities Index | 120.7 | — |
| WinoGrande | 75.1% | — |
Math Wizardlm 70b leads
Claude 3 Sonnet: 10.7 (#310), Wizardlm 70b: 32.2 (#218)
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| LMArena Math | 1213 | 1116 |
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| MATH Level 5 | 18.2% | — |
Knowledge Not comparable
Claude 3 Sonnet: 21.1 (#276), Wizardlm 70b: —
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| GPQA Diamond | 40.6% | — |
| LMArena Expert | 1173 | — |
| MMLU | 75.9% | — |
Multimodal Not comparable
Claude 3 Sonnet: 25.2 (#125), Wizardlm 70b: —
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual Claude 3 Sonnet leads
Claude 3 Sonnet: 37.8 (#234), Wizardlm 70b: 29.6 (#265)
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| LMArena Non-English | 1205 | 1078 |
| LMArena Chinese | 1189 | 1052 |
| LMArena German | 1204 | 1083 |
| LMArena Russian | 1227 | 1155 |
| LMArena French | 1229 | — |
| LMArena Japanese | 1131 | — |
| LMArena Korean | 1128 | — |
| LMArena Spanish | 1204 | — |
Instruction Following Claude 3 Sonnet leads
Claude 3 Sonnet: 62.8 (#235), Wizardlm 70b: 56.3 (#273)
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| LMArena Instruction Following | 1199 | 1093 |
Long Context Claude 3 Sonnet leads
Claude 3 Sonnet: 36.7 (#228), Wizardlm 70b: 33.3 (#263)
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| LMArena Longer Query | 1211 | 1097 |
Writing & Preference Claude 3 Sonnet leads
Claude 3 Sonnet: 42.1 (#238), Wizardlm 70b: 34.8 (#269)
| Benchmark | Claude 3 Sonnet | Wizardlm 70b |
|---|---|---|
| LMArena Text | 1218 | 1120 |
| LMArena Creative Writing | 1186 | 1149 |
| LMArena Multi-Turn | 1227 | 1108 |
Frequently asked questions
Is Claude 3 Sonnet better than Wizardlm 70b?
Wizardlm 70b is the stronger model overall, scoring 33.0 to 29.0 on the Noometry Index.
Is Claude 3 Sonnet or Wizardlm 70b better for coding?
Wizardlm 70b scores higher on coding benchmarks: 31.4 versus 29.6 in the Noometry coding category.
How many benchmarks do Claude 3 Sonnet and Wizardlm 70b share?
12 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and Wizardlm 70b has 12.