Model comparison
Codellama 34b Instruct vs Phi 3 Mini 4k Instruct June 2024
Codellama 34b Instruct and Phi 3 Mini 4k Instruct June 2024 score almost the same on the Noometry Index (30.8 vs 31.3), so choose on price, context window or the category you care about most.
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 Mini 4k Instruct June 2024 in 7 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in coding, where Phi 3 Mini 4k Instruct June 2024 leads 31.8 to 28.5.
Side by side
| Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 30.8 | 31.3 |
| Released | — | — |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 14 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Codellama 34b Instruct: 28.5 (#314), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1046 | 1093 |
| BigCodeBench Instruct | 29% | — |
| BigCodeBench Complete | 37.1% | — |
| HumanEval+ | 43.9% | — |
| MBPP+ | 56.3% | — |
Reasoning Phi 3 Mini 4k Instruct June 2024 leads
Codellama 34b Instruct: 19.6 (#255), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1032 | 1087 |
Math Phi 3 Mini 4k Instruct June 2024 leads
Codellama 34b Instruct: 31.0 (#230), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1056 | 1152 |
Knowledge Not comparable
Codellama 34b Instruct: —, Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | — | 1051 |
Multilingual Too close to call
Codellama 34b Instruct: 25.8 (#284), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1011 | 1013 |
| LMArena Chinese | 976 | 1033 |
| LMArena German | — | 1031 |
| LMArena Japanese | — | 954 |
| LMArena Korean | — | 880 |
| LMArena Russian | — | 1019 |
Instruction Following Phi 3 Mini 4k Instruct June 2024 leads
Codellama 34b Instruct: 52.2 (#291), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1028 | 1058 |
Long Context Too close to call
Codellama 34b Instruct: 30.9 (#284), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1013 | 1042 |
Writing & Preference Phi 3 Mini 4k Instruct June 2024 leads
Codellama 34b Instruct: 28.2 (#297), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Codellama 34b Instruct | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1066 | 1080 |
| LMArena Creative Writing | 1032 | 1045 |
| LMArena Multi-Turn | 1015 | 1049 |
Frequently asked questions
Is Codellama 34b Instruct better than Phi 3 Mini 4k Instruct June 2024?
Codellama 34b Instruct and Phi 3 Mini 4k Instruct June 2024 score almost the same on the Noometry Index (30.8 vs 31.3), so choose on price, context window or the category you care about most.
Is Codellama 34b Instruct or Phi 3 Mini 4k Instruct June 2024 better for coding?
Phi 3 Mini 4k Instruct June 2024 scores higher on coding benchmarks: 31.8 versus 28.5 in the Noometry coding category.
How many benchmarks do Codellama 34b Instruct and Phi 3 Mini 4k Instruct June 2024 share?
10 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.