Model comparison
Claude 3 Sonnet vs Phi 3 Small 8k Instruct
Claude 3 Sonnet and Phi 3 Small 8k Instruct score almost the same on the Noometry Index (29.0 vs 29.3), so choose on price, context window or the category you care about most.
Last verified . 19 shared benchmarks.
MicrosoftSummary
- They share 19 benchmarks with published results for both. Claude 3 Sonnet scores higher in 6 categories and Phi 3 Small 8k Instruct in 2 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in math, where Phi 3 Small 8k Instruct leads 27.6 to 10.7.
- Phi 3 Small 8k Instruct has downloadable open weights; the other is API-only.
Side by side
| Claude 3 Sonnet | Phi 3 Small 8k Instruct | |
|---|---|---|
| Provider | Anthropic | Microsoft |
| Noometry Index | 29.0 | 29.3 |
| Released | 2024-02-29 | 2024-04-23 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 30 | 32 |
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Category by category
Coding Claude 3 Sonnet leads
Claude 3 Sonnet: 29.6 (#302), Phi 3 Small 8k Instruct: 27.9 (#318)
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Coding | 1223 | 1101 |
| WeirdML | 10.2% | — |
| BigCodeBench Instruct | 42.7% | — |
| LiveBench Coding | — | 20.3% |
| BigCodeBench Complete | 53.8% | — |
| HumanEval+ | 64% | — |
| MBPP+ | 69.3% | — |
Reasoning Claude 3 Sonnet leads
Claude 3 Sonnet: 20.5 (#237), Phi 3 Small 8k Instruct: 14.8 (#323)
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1197 | 1100 |
| WinoGrande | 75.1% | 81.5% |
| LiveBench Reasoning | — | 15.9% |
| DTBench | 53.6% | — |
| LiveBench Data Analysis | — | 30.3% |
| Adversarial NLI | — | 58.1% |
| BIG-Bench Hard | — | 79.1% |
| Epoch Capabilities Index | 120.7 | — |
| HellaSwag | — | 77% |
| LiveBench | — | 24% |
Math Phi 3 Small 8k Instruct leads
Claude 3 Sonnet: 10.7 (#310), Phi 3 Small 8k Instruct: 27.6 (#248)
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Math | 1213 | 1151 |
| OTIS Mock AIME 2024-2025 | 2.5% | — |
| LiveBench Math | — | 17.6% |
| MATH Level 5 | 18.2% | — |
Knowledge Phi 3 Small 8k Instruct leads
Claude 3 Sonnet: 21.1 (#276), Phi 3 Small 8k Instruct: 29.1 (#240)
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Expert | 1173 | 1067 |
| MMLU | 75.9% | 75.7% |
| GPQA Diamond | 40.6% | — |
| ARC (AI2) Challenge | — | 90.7% |
| OpenBookQA | — | 88% |
| TriviaQA | — | 58.1% |
Multimodal Not comparable
Claude 3 Sonnet: 25.2 (#125), Phi 3 Small 8k Instruct: —
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Vision | 984 | — |
Multilingual Claude 3 Sonnet leads
Claude 3 Sonnet: 37.8 (#234), Phi 3 Small 8k Instruct: 28.5 (#272)
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Non-English | 1205 | 1058 |
| LMArena Chinese | 1189 | 1061 |
| LMArena French | 1229 | 1135 |
| LMArena German | 1204 | 1080 |
| LMArena Japanese | 1131 | 966 |
| LMArena Korean | 1128 | 894 |
| LMArena Russian | 1227 | 1111 |
| LMArena Spanish | 1204 | 1111 |
Instruction Following Claude 3 Sonnet leads
Claude 3 Sonnet: 62.8 (#235), Phi 3 Small 8k Instruct: 51.9 (#292)
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Instruction Following | 1199 | 1087 |
| LiveBench Instruction Following | — | 47.2% |
Long Context Claude 3 Sonnet leads
Claude 3 Sonnet: 36.7 (#228), Phi 3 Small 8k Instruct: 33.0 (#267)
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Longer Query | 1211 | 1088 |
Writing & Preference Claude 3 Sonnet leads
Claude 3 Sonnet: 42.1 (#238), Phi 3 Small 8k Instruct: 31.1 (#284)
| Benchmark | Claude 3 Sonnet | Phi 3 Small 8k Instruct |
|---|---|---|
| LMArena Text | 1218 | 1110 |
| LMArena Creative Writing | 1186 | 1083 |
| LMArena Multi-Turn | 1227 | 1068 |
| LiveBench Language | — | 12.9% |
Frequently asked questions
Is Claude 3 Sonnet better than Phi 3 Small 8k Instruct?
Claude 3 Sonnet and Phi 3 Small 8k Instruct score almost the same on the Noometry Index (29.0 vs 29.3), so choose on price, context window or the category you care about most.
Is Claude 3 Sonnet or Phi 3 Small 8k Instruct better for coding?
Claude 3 Sonnet scores higher on coding benchmarks: 29.6 versus 27.9 in the Noometry coding category.
How many benchmarks do Claude 3 Sonnet and Phi 3 Small 8k Instruct share?
19 benchmarks have published results for both models. Claude 3 Sonnet has 30 scored results on Noometry and Phi 3 Small 8k Instruct has 32.