Model comparison
Llama 2-70B vs Phi 3 Medium 4k Instruct
Phi 3 Medium 4k Instruct is the stronger model overall, scoring 32.4 to 24.1 on the Noometry Index.
Last verified . 17 shared benchmarks.
Meta
MicrosoftSummary
- They share 17 benchmarks with published results for both. Llama 2-70B scores higher in 0 categories and Phi 3 Medium 4k Instruct in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Phi 3 Medium 4k Instruct leads 30.9 to 7.5.
Side by side
| Llama 2-70B | Phi 3 Medium 4k Instruct | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 24.1 | 32.4 |
| Released | 2023-07-18 | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 35 | 17 |
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Category by category
Coding Phi 3 Medium 4k Instruct leads
Llama 2-70B: 30.8 (#281), Phi 3 Medium 4k Instruct: 32.3 (#263)
| Benchmark | Llama 2-70B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Coding | 1079 | 1130 |
Reasoning Phi 3 Medium 4k Instruct leads
Llama 2-70B: 13.7 (#324), Phi 3 Medium 4k Instruct: 20.8 (#214)
| Benchmark | Llama 2-70B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1073 | 1127 |
| DTBench | 41.6% | — |
| BIG-Bench Hard | 64.9% | — |
| CommonsenseQA 2.0 | 50% | — |
| Epoch Capabilities Index | 113.59 | — |
| ForecastBench | 51.4 | — |
| HellaSwag | 85.3% | — |
| LAMBADA | 78.9% | — |
| PIQA | 82.8% | — |
| WinoGrande | 80.2% | — |
Math Phi 3 Medium 4k Instruct leads
Llama 2-70B: 7.5 (#320), Phi 3 Medium 4k Instruct: 30.9 (#202)
| Benchmark | Llama 2-70B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Math | 1091 | 1173 |
| OTIS Mock AIME 2024-2025 | 0% | — |
| MATH Level 5 | 3.3% | — |
| GSM8K | 69.6% | — |
Knowledge Phi 3 Medium 4k Instruct leads
Llama 2-70B: 7.4 (#305), Phi 3 Medium 4k Instruct: 29.6 (#226)
| Benchmark | Llama 2-70B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Expert | 1039 | 1108 |
| GPQA Diamond | 26.3% | — |
| ARC (AI2) Challenge | 78.3% | — |
| BoolQ | 88.6% | — |
| MMLU | 69.9% | — |
| OpenBookQA | 60.2% | — |
| TriviaQA | 87.6% | — |
Multilingual Phi 3 Medium 4k Instruct leads
Llama 2-70B: 27.9 (#269), Phi 3 Medium 4k Instruct: 30.8 (#258)
| Benchmark | Llama 2-70B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | 1045 | 1094 |
| LMArena Chinese | 994 | 1108 |
| LMArena French | 1089 | 1109 |
| LMArena German | 1041 | 1101 |
| LMArena Japanese | 927 | 1042 |
| LMArena Korean | 964 | 954 |
| LMArena Russian | 1083 | 1145 |
| LMArena Spanish | 1142 | 1095 |
Instruction Following Phi 3 Medium 4k Instruct leads
Llama 2-70B: 55.1 (#273), Phi 3 Medium 4k Instruct: 57.8 (#263)
| Benchmark | Llama 2-70B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1071 | 1114 |
Long Context Phi 3 Medium 4k Instruct leads
Llama 2-70B: 32.2 (#265), Phi 3 Medium 4k Instruct: 33.9 (#250)
| Benchmark | Llama 2-70B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | 1062 | 1120 |
Writing & Preference Phi 3 Medium 4k Instruct leads
Llama 2-70B: 32.5 (#274), Phi 3 Medium 4k Instruct: 34.3 (#267)
| Benchmark | Llama 2-70B | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | 1115 | 1138 |
| LMArena Creative Writing | 1075 | 1106 |
| LMArena Multi-Turn | 1088 | 1088 |
Frequently asked questions
Is Llama 2-70B better than Phi 3 Medium 4k Instruct?
Phi 3 Medium 4k Instruct is the stronger model overall, scoring 32.4 to 24.1 on the Noometry Index.
Is Llama 2-70B or Phi 3 Medium 4k Instruct better for coding?
Phi 3 Medium 4k Instruct scores higher on coding benchmarks: 32.3 versus 30.8 in the Noometry coding category.
How many benchmarks do Llama 2-70B and Phi 3 Medium 4k Instruct share?
17 benchmarks have published results for both models. Llama 2-70B has 35 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.