Model comparison
Claude 3 Sonnet vs Olmo 7b Instruct
Claude 3 Sonnet and Olmo 7b Instruct score almost the same on the Noometry Index (28.8 vs 29.7), so choose on price, context window or the category you care about most.
Last verified . 10 shared benchmarks.
Allen Institute for AI (Ai2)Summary
- They share 10 benchmarks with published results for both. Claude 3 Sonnet scores higher in 5 categories and Olmo 7b Instruct in 1 category; 5 gaps are clear of the uncertainty.
- The widest gap is in math, where Olmo 7b Instruct leads 27.8 to 10.0.
- Olmo 7b Instruct has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Sonnet | Olmo 7b Instruct | |
|---|---|---|
| Provider | Anthropic | Allen Institute for AI (Ai2) |
| Noometry Index | 28.8 | 29.7 |
| Released | 2024-02-29 | — |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 30 | 10 |
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Category by category
Coding Too close to call
Claude 3 Sonnet: 29.2 (#296), Olmo 7b Instruct: 29.1 (#298)
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1223 | 1016 |
| WeirdML | 10.2% | — |
| BigCodeBench Instruct | 42.7% | — |
| BigCodeBench Complete | 53.8% | — |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Reasoning Claude 3 Sonnet leads
Claude 3 Sonnet: 19.7 (#232), Olmo 7b Instruct: 18.0 (#273)
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1197 | 993 |
| DTBench | 53.6% | — |
| Epoch Capabilities Index | 120.69 | — |
| WinoGrande | 75.1% | — |
Math Olmo 7b Instruct leads
Claude 3 Sonnet: 10.0 (#305), Olmo 7b Instruct: 27.8 (#234)
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1213 | 1018 |
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| MATH Level 5 | 18.2% | — |
Knowledge Not comparable
Claude 3 Sonnet: 21.1 (#271), Olmo 7b Instruct: —
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| GPQA Diamond | 40.6% | — |
| LMArena Expert | 1173 | — |
| MMLU | 75.9% | — |
Multimodal Not comparable
Claude 3 Sonnet: 24.7 (#120), Olmo 7b Instruct: —
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual Claude 3 Sonnet leads
Claude 3 Sonnet: 38.0 (#229), Olmo 7b Instruct: 24.1 (#286)
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1205 | 977 |
| LMArena Chinese | 1188 | 1013 |
| LMArena Russian | 1227 | 946 |
| LMArena French | 1228 | — |
| LMArena German | 1204 | — |
| LMArena Japanese | 1131 | — |
| LMArena Korean | 1128 | — |
| LMArena Spanish | 1204 | — |
Instruction Following Claude 3 Sonnet leads
Claude 3 Sonnet: 63.1 (#230), Olmo 7b Instruct: 49.3 (#296)
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1200 | 978 |
Long Context Not comparable
Claude 3 Sonnet: 36.7 (#223), Olmo 7b Instruct: —
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1211 | — |
Writing & Preference Claude 3 Sonnet leads
Claude 3 Sonnet: 42.3 (#233), Olmo 7b Instruct: 26.0 (#298)
| Benchmark | Claude 3 Sonnet | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1218 | 1032 |
| LMArena Creative Writing | 1186 | 990 |
| LMArena Multi-Turn | 1227 | 1007 |
Frequently asked questions
Is Claude 3 Sonnet better than Olmo 7b Instruct?
Claude 3 Sonnet and Olmo 7b Instruct score almost the same on the Noometry Index (28.8 vs 29.7), so choose on price, context window or the category you care about most.
Is Claude 3 Sonnet or Olmo 7b Instruct better for coding?
They score almost the same on coding (29.2 vs 29.1); test both on your own repository before choosing.
How many benchmarks do Claude 3 Sonnet and Olmo 7b Instruct share?
10 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and Olmo 7b Instruct has 10.