Model comparison
Claude 3 Sonnet vs Yi 6B
Claude 3 Sonnet has enough public results to be ranked (#311); Yi 6B does not yet, so treat this comparison as directional.
Last verified . 3 shared benchmarks.
Summary
- They share 3 benchmarks with published results for both.
- Yi 6B has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Sonnet | Yi 6B | |
|---|---|---|
| Provider | Anthropic | 01.AI |
| Noometry Index | 28.8 | — |
| Released | 2024-02-29 | 2023-11-02 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 30 | 7 |
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Category by category
Coding Not comparable
Claude 3 Sonnet: 29.2 (#296), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| WeirdML | 10.2% | — |
| BigCodeBench Instruct | 42.7% | — |
| LMArena Coding | 1223 | — |
| BigCodeBench Complete | 53.8% | — |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Reasoning Not comparable
Claude 3 Sonnet: 19.7 (#232), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| Epoch Capabilities Index | 120.69 | 104.37 |
| WinoGrande | 75.1% | 71.3% |
| LMArena Hard Prompts | 1197 | — |
| DTBench | 53.6% | — |
| BIG-Bench Hard | — | 47.2% |
| HellaSwag | — | 74.4% |
Math Not comparable
Claude 3 Sonnet: 10.0 (#305), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| LMArena Math | 1213 | — |
| MATH Level 5 | 18.2% | — |
| GSM8K | — | 44.9% |
Knowledge Not comparable
Claude 3 Sonnet: 21.1 (#271), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| MMLU | 75.9% | 64% |
| GPQA Diamond | 40.6% | — |
| LMArena Expert | 1173 | — |
| ARC (AI2) Challenge | — | 50.3% |
Multimodal Not comparable
Claude 3 Sonnet: 24.7 (#120), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual Not comparable
Claude 3 Sonnet: 38.0 (#229), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| LMArena Non-English | 1205 | — |
| LMArena Chinese | 1188 | — |
| LMArena French | 1228 | — |
| LMArena German | 1204 | — |
| LMArena Japanese | 1131 | — |
| LMArena Korean | 1128 | — |
| LMArena Russian | 1227 | — |
| LMArena Spanish | 1204 | — |
Instruction Following Not comparable
Claude 3 Sonnet: 63.1 (#230), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| LMArena Instruction Following | 1200 | — |
Long Context Not comparable
Claude 3 Sonnet: 36.7 (#223), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| LMArena Longer Query | 1211 | — |
Writing & Preference Not comparable
Claude 3 Sonnet: 42.3 (#233), Yi 6B: —
| Benchmark | Claude 3 Sonnet | Yi 6B |
|---|---|---|
| LMArena Text | 1218 | — |
| LMArena Creative Writing | 1186 | — |
| LMArena Multi-Turn | 1227 | — |
Frequently asked questions
Is Claude 3 Sonnet better than Yi 6B?
Claude 3 Sonnet has enough public results to be ranked (#311); Yi 6B does not yet, so treat this comparison as directional.
How many benchmarks do Claude 3 Sonnet and Yi 6B share?
3 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and Yi 6B has 7.