Model comparison
Llama 3.1-405B vs Phi 3 Mini 4k Instruct June 2024
Llama 3.1-405B and Phi 3 Mini 4k Instruct June 2024 score almost the same on the Noometry Index (30.7 vs 31.3), so choose on price, context window or the category you care about most.
Last verified . 15 shared benchmarks.
Meta
MicrosoftSummary
- They share 15 benchmarks with published results for both. Llama 3.1-405B scores higher in 6 categories and Phi 3 Mini 4k Instruct June 2024 in 2 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Llama 3.1-405B leads 40.7 to 25.9.
Side by side
| Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 30.7 | 31.3 |
| Released | 2024-07-23 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 42 | 15 |
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Category by category
Coding Llama 3.1-405B leads
Llama 3.1-405B: 33.1 (#262), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1291 | 1093 |
| WeirdML | 21.4% | — |
Agentic & Tool Use Not comparable
Llama 3.1-405B: 21.0 (#140), Phi 3 Mini 4k Instruct June 2024: —
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| TheAgentCompany | 7.4% | — |
| Cybench | 7.5% | — |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Llama 3.1-405B: 16.8 (#300), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1269 | 1087 |
| 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 Phi 3 Mini 4k Instruct June 2024 leads
Llama 3.1-405B: 18.4 (#290), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1281 | 1152 |
| OTIS Mock AIME 2024-2025 | 9.7% | — |
| Omni-MATH | 24.9% | — |
| MATH Level 5 | 49.8% | — |
Knowledge Llama 3.1-405B leads
Llama 3.1-405B: 30.4 (#227), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1243 | 1051 |
| GPQA Diamond | 50.9% | — |
| MMLU-Pro | 72.3% | — |
| Confabulations | 17.6% | — |
| GPQA (HELM) | 52.2% | — |
| ARC (AI2) Challenge | 95.3% | — |
| MMLU | 84.5% | — |
| TriviaQA | 82.7% | — |
Multilingual Llama 3.1-405B leads
Llama 3.1-405B: 40.7 (#214), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1248 | 1013 |
| LMArena Chinese | 1242 | 1033 |
| LMArena German | 1252 | 1031 |
| LMArena Japanese | 1208 | 954 |
| LMArena Korean | 1184 | 880 |
| LMArena Russian | 1265 | 1019 |
| LMArena French | 1279 | — |
| LMArena Spanish | 1260 | — |
Instruction Following Llama 3.1-405B leads
Llama 3.1-405B: 65.9 (#214), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1259 | 1058 |
| IFEval | 81.1% | — |
Long Context Llama 3.1-405B leads
Llama 3.1-405B: 38.4 (#197), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1266 | 1042 |
Writing & Preference Llama 3.1-405B leads
Llama 3.1-405B: 38.9 (#251), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Llama 3.1-405B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1284 | 1080 |
| LMArena Creative Writing | 1262 | 1045 |
| LMArena Multi-Turn | 1297 | 1049 |
| EQ-Bench Creative Writing | 870 | — |
| WildBench | 78.3% | — |
Frequently asked questions
Is Llama 3.1-405B better than Phi 3 Mini 4k Instruct June 2024?
Llama 3.1-405B and Phi 3 Mini 4k Instruct June 2024 score almost the same on the Noometry Index (30.7 vs 31.3), so choose on price, context window or the category you care about most.
Is Llama 3.1-405B or Phi 3 Mini 4k Instruct June 2024 better for coding?
Llama 3.1-405B scores higher on coding benchmarks: 33.1 versus 31.8 in the Noometry coding category.
How many benchmarks do Llama 3.1-405B and Phi 3 Mini 4k Instruct June 2024 share?
15 benchmarks have published results for both models. Llama 3.1-405B has 42 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.