Model comparison
Llama 2-70B vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 24.4 on the Noometry Index.
Last verified . 15 shared benchmarks.
Meta
MicrosoftSummary
- They share 15 benchmarks with published results for both. Llama 2-70B scores higher in 4 categories and Phi 3 Mini 4k Instruct June 2024 in 4 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in math, where Phi 3 Mini 4k Instruct June 2024 leads 33.0 to 8.1.
Side by side
| Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 24.4 | 31.3 |
| Released | 2023-07-18 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 35 | 15 |
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Category by category
Coding Too close to call
Llama 2-70B: 31.4 (#286), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1079 | 1093 |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-70B: 14.4 (#325), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1073 | 1087 |
| DTBench | 41.6% | — |
| BIG-Bench Hard | 64.9% | — |
| CommonsenseQA 2.0 | 50% | — |
| Epoch Capabilities Index | 113.79 | — |
| ForecastBench | 51.4 | — |
| HellaSwag | 85.3% | — |
| LAMBADA | 78.9% | — |
| PIQA | 82.8% | — |
| WinoGrande | 80.2% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-70B: 8.1 (#326), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1091 | 1152 |
| OTIS Mock AIME 2024-2025 | 0% | — |
| MATH Level 5 | 3.3% | — |
| GSM8K | 69.6% | — |
Knowledge Phi 3 Mini 4k Instruct June 2024 leads
Llama 2-70B: 7.4 (#310), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1039 | 1051 |
| GPQA Diamond | 26.3% | — |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 88.6% | — |
| MMLU | 69.9% | — |
| OpenBookQA | 60.2% | — |
| TriviaQA | 87.6% | — |
Multilingual Llama 2-70B leads
Llama 2-70B: 27.7 (#274), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1045 | 1013 |
| LMArena Chinese | 995 | 1033 |
| LMArena German | 1041 | 1031 |
| LMArena Japanese | 927 | 954 |
| LMArena Korean | 964 | 880 |
| LMArena Russian | 1083 | 1019 |
| LMArena French | 1090 | — |
| LMArena Spanish | 1143 | — |
Instruction Following Too close to call
Llama 2-70B: 54.9 (#278), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1071 | 1058 |
Long Context Too close to call
Llama 2-70B: 32.3 (#270), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1062 | 1042 |
Writing & Preference Llama 2-70B leads
Llama 2-70B: 32.3 (#279), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Llama 2-70B | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1115 | 1080 |
| LMArena Creative Writing | 1075 | 1045 |
| LMArena Multi-Turn | 1088 | 1049 |
Frequently asked questions
Is Llama 2-70B better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 24.4 on the Noometry Index.
Is Llama 2-70B or Phi 3 Mini 4k Instruct June 2024 better for coding?
They score almost the same on coding (31.4 vs 31.8); test both on your own repository before choosing.
How many benchmarks do Llama 2-70B and Phi 3 Mini 4k Instruct June 2024 share?
15 benchmarks have published results for both models. Llama 2-70B has 35 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.