Model comparison
Claude 3 Sonnet vs Yi-Large
Claude 3 Sonnet has enough public results to be ranked (#319); Yi-Large does not yet, so treat this comparison as directional.
Last verified . 3 shared benchmarks.
Summary
- They share 3 benchmarks with published results for both. Claude 3 Sonnet scores higher in 0 categories and Yi-Large in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where Yi-Large leads 36.7 to 29.6.
- The biggest single-benchmark swing is BigCodeBench Complete: 53.8% for Claude 3 Sonnet and 47.2% for Yi-Large.
Side by side
| Claude 3 Sonnet | Yi-Large | |
|---|---|---|
| Provider | Anthropic | 01.AI |
| Noometry Index | 29.0 | 38.1 |
| Released | 2024-02-29 | 2024-05-13 |
| Weights | Proprietary | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 30 | 3 |
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Category by category
Coding Yi-Large leads
Claude 3 Sonnet: 29.6 (#302), Yi-Large: 36.7 (#203)
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| BigCodeBench Instruct | 42.7% | 37.7% |
| BigCodeBench Complete | 53.8% | 47.2% |
| WeirdML | 10.2% | — |
| LMArena Coding | 1223 | — |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Reasoning Not comparable
Claude 3 Sonnet: 20.5 (#237), Yi-Large: —
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| LMArena Hard Prompts | 1197 | — |
| DTBench | 53.6% | — |
| Epoch Capabilities Index | 120.7 | — |
| WinoGrande | 75.1% | — |
Math Not comparable
Claude 3 Sonnet: 10.7 (#310), Yi-Large: —
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| LMArena Math | 1213 | — |
| MATH Level 5 | 18.2% | — |
Knowledge Not comparable
Claude 3 Sonnet: 21.1 (#276), Yi-Large: —
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| MMLU | 75.9% | 79.3% |
| GPQA Diamond | 40.6% | — |
| LMArena Expert | 1173 | — |
Multimodal Not comparable
Claude 3 Sonnet: 25.2 (#125), Yi-Large: —
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual Not comparable
Claude 3 Sonnet: 37.8 (#234), Yi-Large: —
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| LMArena Non-English | 1205 | — |
| LMArena Chinese | 1189 | — |
| LMArena French | 1229 | — |
| LMArena German | 1204 | — |
| LMArena Japanese | 1131 | — |
| LMArena Korean | 1128 | — |
| LMArena Russian | 1227 | — |
| LMArena Spanish | 1204 | — |
Instruction Following Not comparable
Claude 3 Sonnet: 62.8 (#235), Yi-Large: —
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| LMArena Instruction Following | 1199 | — |
Long Context Not comparable
Claude 3 Sonnet: 36.7 (#228), Yi-Large: —
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| LMArena Longer Query | 1211 | — |
Writing & Preference Not comparable
Claude 3 Sonnet: 42.1 (#238), Yi-Large: —
| Benchmark | Claude 3 Sonnet | Yi-Large |
|---|---|---|
| LMArena Text | 1218 | — |
| LMArena Creative Writing | 1186 | — |
| LMArena Multi-Turn | 1227 | — |
Frequently asked questions
Is Claude 3 Sonnet better than Yi-Large?
Claude 3 Sonnet has enough public results to be ranked (#319); Yi-Large does not yet, so treat this comparison as directional.
Is Claude 3 Sonnet or Yi-Large better for coding?
Yi-Large scores higher on coding benchmarks: 36.7 versus 29.6 in the Noometry coding category.
How many benchmarks do Claude 3 Sonnet and Yi-Large share?
3 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and Yi-Large has 3.