Model comparison
Claude 3 Sonnet vs Phi 3 Mini 4k Instruct June 2024
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 29.0 on the Noometry Index.
Last verified . 15 shared benchmarks.
MicrosoftSummary
- They share 15 benchmarks with published results for both. Claude 3 Sonnet scores higher in 4 categories and Phi 3 Mini 4k Instruct June 2024 in 4 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in math, where Phi 3 Mini 4k Instruct June 2024 leads 33.0 to 10.7.
- Phi 3 Mini 4k Instruct June 2024 has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 | |
|---|---|---|
| Provider | Anthropic | Microsoft |
| Noometry Index | 29.0 | 31.3 |
| Released | 2024-02-29 | — |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 30 | 15 |
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Category by category
Coding Phi 3 Mini 4k Instruct June 2024 leads
Claude 3 Sonnet: 29.6 (#302), Phi 3 Mini 4k Instruct June 2024: 31.8 (#279)
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Coding | 1223 | 1093 |
| WeirdML | 10.2% | — |
| BigCodeBench Instruct | 42.7% | — |
| BigCodeBench Complete | 53.8% | — |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Reasoning Too close to call
Claude 3 Sonnet: 20.5 (#237), Phi 3 Mini 4k Instruct June 2024: 20.8 (#231)
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Hard Prompts | 1197 | 1087 |
| DTBench | 53.6% | — |
| Epoch Capabilities Index | 120.7 | — |
| WinoGrande | 75.1% | — |
Math Phi 3 Mini 4k Instruct June 2024 leads
Claude 3 Sonnet: 10.7 (#310), Phi 3 Mini 4k Instruct June 2024: 33.0 (#208)
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Math | 1213 | 1152 |
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| MATH Level 5 | 18.2% | — |
Knowledge Phi 3 Mini 4k Instruct June 2024 leads
Claude 3 Sonnet: 21.1 (#276), Phi 3 Mini 4k Instruct June 2024: 28.6 (#244)
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Expert | 1173 | 1051 |
| GPQA Diamond | 40.6% | — |
| MMLU | 75.9% | — |
Multimodal Not comparable
Claude 3 Sonnet: 25.2 (#125), Phi 3 Mini 4k Instruct June 2024: —
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual Claude 3 Sonnet leads
Claude 3 Sonnet: 37.8 (#234), Phi 3 Mini 4k Instruct June 2024: 25.9 (#282)
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Non-English | 1205 | 1013 |
| LMArena Chinese | 1189 | 1033 |
| LMArena German | 1204 | 1031 |
| LMArena Japanese | 1131 | 954 |
| LMArena Korean | 1128 | 880 |
| LMArena Russian | 1227 | 1019 |
| LMArena French | 1229 | — |
| LMArena Spanish | 1204 | — |
Instruction Following Claude 3 Sonnet leads
Claude 3 Sonnet: 62.8 (#235), Phi 3 Mini 4k Instruct June 2024: 54.1 (#282)
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Instruction Following | 1199 | 1058 |
Long Context Claude 3 Sonnet leads
Claude 3 Sonnet: 36.7 (#228), Phi 3 Mini 4k Instruct June 2024: 31.7 (#277)
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Longer Query | 1211 | 1042 |
Writing & Preference Claude 3 Sonnet leads
Claude 3 Sonnet: 42.1 (#238), Phi 3 Mini 4k Instruct June 2024: 29.6 (#294)
| Benchmark | Claude 3 Sonnet | Phi 3 Mini 4k Instruct June 2024 |
|---|---|---|
| LMArena Text | 1218 | 1080 |
| LMArena Creative Writing | 1186 | 1045 |
| LMArena Multi-Turn | 1227 | 1049 |
Frequently asked questions
Is Claude 3 Sonnet better than Phi 3 Mini 4k Instruct June 2024?
Phi 3 Mini 4k Instruct June 2024 is the stronger model overall, scoring 31.3 to 29.0 on the Noometry Index.
Is Claude 3 Sonnet 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 29.6 in the Noometry coding category.
How many benchmarks do Claude 3 Sonnet and Phi 3 Mini 4k Instruct June 2024 share?
15 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and Phi 3 Mini 4k Instruct June 2024 has 15.