Model comparison
Codellama 70b Instruct vs Phi 3 Mini 128k Instruct
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 29.7 on the Noometry Index.
Last verified . 6 shared benchmarks.
Meta
MicrosoftSummary
- They share 6 benchmarks with published results for both. Codellama 70b Instruct scores higher in 4 categories and Phi 3 Mini 128k Instruct in 1 category; 2 gaps are clear of the uncertainty.
- The widest gap is in coding, where Codellama 70b Instruct leads 37.6 to 28.8.
- The biggest single-benchmark swing is BigCodeBench Instruct: 40.7% for Codellama 70b Instruct and 29.6% for Phi 3 Mini 128k Instruct.
Side by side
| Codellama 70b Instruct | Phi 3 Mini 128k Instruct | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 33.7 | 29.7 |
| Released | — | 2024-04-23 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 19 |
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Category by category
Coding Codellama 70b Instruct leads
Codellama 70b Instruct: 37.6 (#193), Phi 3 Mini 128k Instruct: 28.8 (#312)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 128k Instruct |
|---|---|---|
| BigCodeBench Instruct | 40.7% | 29.6% |
| BigCodeBench Complete | 49.6% | 40.6% |
| LMArena Coding | — | 1039 |
| HumanEval+ | 65.9% | — |
Reasoning Too close to call
Codellama 70b Instruct: 20.1 (#242), Phi 3 Mini 128k Instruct: 19.6 (#256)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1028 |
Math Not comparable
Codellama 70b Instruct: —, Phi 3 Mini 128k Instruct: 31.6 (#222)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Math | — | 1089 |
Knowledge Not comparable
Codellama 70b Instruct: —, Phi 3 Mini 128k Instruct: 26.8 (#254)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Expert | — | 984 |
Multilingual Too close to call
Codellama 70b Instruct: 24.8 (#288), Phi 3 Mini 128k Instruct: 25.2 (#285)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Non-English | 992 | 1000 |
| LMArena Chinese | — | 1016 |
| LMArena French | — | 1039 |
| LMArena German | — | 1006 |
| LMArena Japanese | — | 899 |
| LMArena Korean | — | 856 |
| LMArena Russian | — | 1004 |
| LMArena Spanish | — | 1059 |
Instruction Following Too close to call
Codellama 70b Instruct: 51.9 (#293), Phi 3 Mini 128k Instruct: 51.8 (#294)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Instruction Following | 1024 | 1023 |
Long Context Not comparable
Codellama 70b Instruct: —, Phi 3 Mini 128k Instruct: 30.4 (#289)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Longer Query | — | 996 |
Writing & Preference Codellama 70b Instruct leads
Codellama 70b Instruct: 33.4 (#277), Phi 3 Mini 128k Instruct: 27.1 (#301)
| Benchmark | Codellama 70b Instruct | Phi 3 Mini 128k Instruct |
|---|---|---|
| LMArena Text | 1057 | 1050 |
| LMArena Creative Writing | — | 1024 |
| LMArena Multi-Turn | — | 989 |
Frequently asked questions
Is Codellama 70b Instruct better than Phi 3 Mini 128k Instruct?
Codellama 70b Instruct is the stronger model overall, scoring 33.7 to 29.7 on the Noometry Index.
Is Codellama 70b Instruct or Phi 3 Mini 128k Instruct better for coding?
Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 28.8 in the Noometry coding category.
How many benchmarks do Codellama 70b Instruct and Phi 3 Mini 128k Instruct share?
6 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Phi 3 Mini 128k Instruct has 19.