Model comparison
Llama 3.1-405B vs Olmo 7b Instruct
Llama 3.1-405B and Olmo 7b Instruct score almost the same on the Noometry Index (30.7 vs 30.3), so choose on price, context window or the category you care about most.
Last verified . 10 shared benchmarks.
Meta
Allen Institute for AI (Ai2)Summary
- They share 10 benchmarks with published results for both. Llama 3.1-405B scores higher in 4 categories and Olmo 7b Instruct in 2 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in instruction following, where Llama 3.1-405B leads 65.9 to 49.0.
Side by side
| Llama 3.1-405B | Olmo 7b Instruct | |
|---|---|---|
| Provider | Meta | Allen Institute for AI (Ai2) |
| Noometry Index | 30.7 | 30.3 |
| Released | 2024-07-23 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 42 | 10 |
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Category by category
Coding Llama 3.1-405B leads
Llama 3.1-405B: 33.1 (#262), Olmo 7b Instruct: 29.6 (#303)
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1291 | 1016 |
| WeirdML | 21.4% | — |
Agentic & Tool Use Not comparable
Llama 3.1-405B: 21.0 (#140), Olmo 7b Instruct: —
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| TheAgentCompany | 7.4% | — |
| Cybench | 7.5% | — |
Reasoning Olmo 7b Instruct leads
Llama 3.1-405B: 16.8 (#300), Olmo 7b Instruct: 18.8 (#274)
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1269 | 993 |
| SimpleBench | 23% | — |
| Kagi LLM Benchmark | 45% | — |
| DTBench | 61.4% | — |
| BIG-Bench Hard | 82.9% | — |
| Epoch Capabilities Index | 128.75 | — |
| ForecastBench | 59.9 | — |
| HellaSwag | 89.2% | — |
| PIQA | 85.9% | — |
| WinoGrande | 89.2% | — |
Math Olmo 7b Instruct leads
Llama 3.1-405B: 18.4 (#290), Olmo 7b Instruct: 30.2 (#237)
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1281 | 1018 |
| OTIS Mock AIME 2024-2025 | 9.7% | — |
| Omni-MATH | 24.9% | — |
| MATH Level 5 | 49.8% | — |
Knowledge Not comparable
Llama 3.1-405B: 30.4 (#227), Olmo 7b Instruct: —
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| GPQA Diamond | 50.9% | — |
| MMLU-Pro | 72.3% | — |
| Confabulations | 17.6% | — |
| GPQA (HELM) | 52.2% | — |
| LMArena Expert | 1243 | — |
| ARC (AI2) Challenge | 95.3% | — |
| MMLU | 84.5% | — |
| TriviaQA | 82.7% | — |
Multilingual Llama 3.1-405B leads
Llama 3.1-405B: 40.7 (#214), Olmo 7b Instruct: 24.0 (#291)
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1248 | 977 |
| LMArena Chinese | 1242 | 1014 |
| LMArena Russian | 1265 | 947 |
| LMArena French | 1279 | — |
| LMArena German | 1252 | — |
| LMArena Japanese | 1208 | — |
| LMArena Korean | 1184 | — |
| LMArena Spanish | 1260 | — |
Instruction Following Llama 3.1-405B leads
Llama 3.1-405B: 65.9 (#214), Olmo 7b Instruct: 49.0 (#301)
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1259 | 978 |
| IFEval | 81.1% | — |
Long Context Not comparable
Llama 3.1-405B: 38.4 (#197), Olmo 7b Instruct: —
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1266 | — |
Writing & Preference Llama 3.1-405B leads
Llama 3.1-405B: 38.9 (#251), Olmo 7b Instruct: 25.8 (#303)
| Benchmark | Llama 3.1-405B | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1284 | 1032 |
| LMArena Creative Writing | 1262 | 990 |
| LMArena Multi-Turn | 1297 | 1007 |
| EQ-Bench Creative Writing | 870 | — |
| WildBench | 78.3% | — |
Frequently asked questions
Is Llama 3.1-405B better than Olmo 7b Instruct?
Llama 3.1-405B and Olmo 7b Instruct score almost the same on the Noometry Index (30.7 vs 30.3), so choose on price, context window or the category you care about most.
Is Llama 3.1-405B or Olmo 7b Instruct better for coding?
Llama 3.1-405B scores higher on coding benchmarks: 33.1 versus 29.6 in the Noometry coding category.
How many benchmarks do Llama 3.1-405B and Olmo 7b Instruct share?
10 benchmarks have published results for both models. Llama 3.1-405B has 42 scored results on Noometry and Olmo 7b Instruct has 10.