Model comparison
Codellama 70b Instruct vs Phi 3 Medium 4k Instruct
Codellama 70b Instruct and Phi 3 Medium 4k Instruct score almost the same on the Noometry Index (33.7 vs 33.0), so choose on price, context window or the category you care about most.
Last verified . 4 shared benchmarks.
Meta
MicrosoftSummary
- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and Phi 3 Medium 4k Instruct in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Phi 3 Medium 4k Instruct leads 30.6 to 24.8.
Side by side
| Codellama 70b Instruct | Phi 3 Medium 4k Instruct | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 33.7 | 33.0 |
| Released | — | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 7 | 17 |
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Category by category
Coding Codellama 70b Instruct leads
Codellama 70b Instruct: 37.6 (#193), Phi 3 Medium 4k Instruct: 32.9 (#268)
| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1130 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |
Reasoning Phi 3 Medium 4k Instruct leads
Codellama 70b Instruct: 20.1 (#242), Phi 3 Medium 4k Instruct: 21.7 (#214)
| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1127 |
Math Not comparable
Codellama 70b Instruct: —, Phi 3 Medium 4k Instruct: 33.4 (#202)
| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Math | — | 1173 |
Knowledge Not comparable
Codellama 70b Instruct: —, Phi 3 Medium 4k Instruct: 30.2 (#229)
| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Expert | — | 1108 |
Multilingual Phi 3 Medium 4k Instruct leads
Codellama 70b Instruct: 24.8 (#288), Phi 3 Medium 4k Instruct: 30.6 (#263)
| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | 992 | 1094 |
| LMArena Chinese | — | 1108 |
| LMArena French | — | 1110 |
| LMArena German | — | 1101 |
| LMArena Japanese | — | 1042 |
| LMArena Korean | — | 954 |
| LMArena Russian | — | 1145 |
| LMArena Spanish | — | 1095 |
Instruction Following Phi 3 Medium 4k Instruct leads
Codellama 70b Instruct: 51.9 (#293), Phi 3 Medium 4k Instruct: 57.6 (#268)
| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1024 | 1113 |
Long Context Not comparable
Codellama 70b Instruct: —, Phi 3 Medium 4k Instruct: 34.0 (#255)
| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | — | 1120 |
Writing & Preference Too close to call
Codellama 70b Instruct: 33.4 (#277), Phi 3 Medium 4k Instruct: 34.1 (#272)
| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | 1057 | 1138 |
| LMArena Creative Writing | — | 1107 |
| LMArena Multi-Turn | — | 1088 |
Frequently asked questions
Is Codellama 70b Instruct better than Phi 3 Medium 4k Instruct?
Codellama 70b Instruct and Phi 3 Medium 4k Instruct score almost the same on the Noometry Index (33.7 vs 33.0), so choose on price, context window or the category you care about most.
Is Codellama 70b Instruct or Phi 3 Medium 4k Instruct better for coding?
Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 32.9 in the Noometry coding category.
How many benchmarks do Codellama 70b Instruct and Phi 3 Medium 4k Instruct share?
4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.