Model comparison
Codestral vs phi-3-medium 14B
Codestral is the stronger model overall, scoring 30.1 to 29.1 on the Noometry Index.
Last verified . 2 shared benchmarks.
Mistral AI
MicrosoftSummary
- They share 2 benchmarks with published results for both. Codestral scores higher in 0 categories and phi-3-medium 14B in 1 category; one gap is clear of the uncertainty.
- The widest gap is in coding, where phi-3-medium 14B leads 36.3 to 26.9.
Side by side
| Codestral | phi-3-medium 14B | |
|---|---|---|
| Provider | Mistral AI | Microsoft |
| Noometry Index | 30.1 | 29.1 |
| Released | 2024-05-29 | 2024-04-23 |
| Weights | Open | Open |
| Context window | 256K | — |
| Max output | 4K | — |
| Input $ / M tokens | $0.30 | — |
| Output $ / M tokens | $0.90 | — |
| Results tracked | 7 | 13 |
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Category by category
Coding phi-3-medium 14B leads
Codestral: 26.9 (#316), phi-3-medium 14B: 36.3 (#198)
| Benchmark | Codestral | phi-3-medium 14B |
|---|---|---|
| BigCodeBench Instruct | 41.8% | 37.6% |
| BigCodeBench Complete | 52.5% | 48.7% |
| Aider Polyglot | 11.1% | — |
| ALE-Bench | 137.78 | — |
| HumanEval+ | 73.8% | — |
| MBPP+ | 61.9% | — |
Reasoning Not comparable
Codestral: 19.1 (#244), phi-3-medium 14B: —
| Benchmark | Codestral | phi-3-medium 14B |
|---|---|---|
| Kagi LLM Benchmark | 32.5% | — |
| Adversarial NLI | — | 55.8% |
| BIG-Bench Hard | — | 81.4% |
| Epoch Capabilities Index | — | 121.18 |
| HellaSwag | — | 82.4% |
| WinoGrande | — | 81.5% |
Math Not comparable
Codestral: —, phi-3-medium 14B: 25.2 (#249)
| Benchmark | Codestral | phi-3-medium 14B |
|---|---|---|
| MATH Level 5 | — | 17.6% |
Knowledge Not comparable
Codestral: —, phi-3-medium 14B: 9.1 (#301)
| Benchmark | Codestral | phi-3-medium 14B |
|---|---|---|
| GPQA Diamond | — | 27.6% |
| ARC (AI2) Challenge | — | 91.6% |
| MMLU | — | 78% |
| OpenBookQA | — | 87.4% |
| TriviaQA | — | 73.9% |
Frequently asked questions
Is Codestral better than phi-3-medium 14B?
Codestral is the stronger model overall, scoring 30.1 to 29.1 on the Noometry Index.
Is Codestral or phi-3-medium 14B better for coding?
phi-3-medium 14B scores higher on coding benchmarks: 36.3 versus 26.9 in the Noometry coding category.
How many benchmarks do Codestral and phi-3-medium 14B share?
2 benchmarks have published results for both models. Codestral has 7 scored results on Noometry and phi-3-medium 14B has 13.