Model comparison
Codellama 34b Instruct vs Phi 3 Medium 4k Instruct
Phi 3 Medium 4k Instruct is the stronger model overall, scoring 33.0 to 30.8 on the Noometry Index.
Last verified . 10 shared benchmarks.
Meta
MicrosoftSummary
- They share 10 benchmarks with published results for both. Codellama 34b Instruct scores higher in 0 categories and Phi 3 Medium 4k Instruct in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Phi 3 Medium 4k Instruct leads 34.1 to 28.2.
Side by side
| Codellama 34b Instruct | Phi 3 Medium 4k Instruct | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 30.8 | 33.0 |
| Released | — | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 14 | 17 |
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Category by category
Coding Phi 3 Medium 4k Instruct leads
Codellama 34b Instruct: 28.5 (#314), Phi 3 Medium 4k Instruct: 32.9 (#268)
| Benchmark | Codellama 34b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Coding | 1046 | 1130 |
| BigCodeBench Instruct | 29% | — |
| BigCodeBench Complete | 37.1% | — |
| HumanEval+ | 43.9% | — |
| MBPP+ | 56.3% | — |
Reasoning Phi 3 Medium 4k Instruct leads
Codellama 34b Instruct: 19.6 (#255), Phi 3 Medium 4k Instruct: 21.7 (#214)
| Benchmark | Codellama 34b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1032 | 1127 |
Math Phi 3 Medium 4k Instruct leads
Codellama 34b Instruct: 31.0 (#230), Phi 3 Medium 4k Instruct: 33.4 (#202)
| Benchmark | Codellama 34b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Math | 1056 | 1173 |
Knowledge Not comparable
Codellama 34b Instruct: —, Phi 3 Medium 4k Instruct: 30.2 (#229)
| Benchmark | Codellama 34b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Expert | — | 1108 |
Multilingual Phi 3 Medium 4k Instruct leads
Codellama 34b Instruct: 25.8 (#284), Phi 3 Medium 4k Instruct: 30.6 (#263)
| Benchmark | Codellama 34b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | 1011 | 1094 |
| LMArena Chinese | 976 | 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 34b Instruct: 52.2 (#291), Phi 3 Medium 4k Instruct: 57.6 (#268)
| Benchmark | Codellama 34b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1028 | 1113 |
Long Context Phi 3 Medium 4k Instruct leads
Codellama 34b Instruct: 30.9 (#284), Phi 3 Medium 4k Instruct: 34.0 (#255)
| Benchmark | Codellama 34b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | 1013 | 1120 |
Writing & Preference Phi 3 Medium 4k Instruct leads
Codellama 34b Instruct: 28.2 (#297), Phi 3 Medium 4k Instruct: 34.1 (#272)
| Benchmark | Codellama 34b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | 1066 | 1138 |
| LMArena Creative Writing | 1032 | 1107 |
| LMArena Multi-Turn | 1015 | 1088 |
Frequently asked questions
Is Codellama 34b Instruct better than Phi 3 Medium 4k Instruct?
Phi 3 Medium 4k Instruct is the stronger model overall, scoring 33.0 to 30.8 on the Noometry Index.
Is Codellama 34b Instruct or Phi 3 Medium 4k Instruct better for coding?
Phi 3 Medium 4k Instruct scores higher on coding benchmarks: 32.9 versus 28.5 in the Noometry coding category.
How many benchmarks do Codellama 34b Instruct and Phi 3 Medium 4k Instruct share?
10 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.