Model comparison
Phi 3 Small 8k Instruct vs Yi-34B
Phi 3 Small 8k Instruct is the stronger model overall, scoring 29.3 to 27.8 on the Noometry Index.
Last verified . 19 shared benchmarks.
MicrosoftSummary
- They share 19 benchmarks with published results for both. Phi 3 Small 8k Instruct scores higher in 2 categories and Yi-34B in 6 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Phi 3 Small 8k Instruct leads 29.1 to 7.5.
Side by side
| Phi 3 Small 8k Instruct | Yi-34B | |
|---|---|---|
| Provider | Microsoft | 01.AI |
| Noometry Index | 29.3 | 27.8 |
| Released | 2024-04-23 | 2023-11-02 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 32 | 23 |
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Category by category
Coding Yi-34B leads
Phi 3 Small 8k Instruct: 27.9 (#318), Yi-34B: 32.3 (#274)
| Benchmark | Phi 3 Small 8k Instruct | Yi-34B |
|---|---|---|
| LMArena Coding | 1101 | 1112 |
| LiveBench Coding | 20.3% | — |
Reasoning Yi-34B leads
Phi 3 Small 8k Instruct: 14.8 (#323), Yi-34B: 21.2 (#226)
| Benchmark | Phi 3 Small 8k Instruct | Yi-34B |
|---|---|---|
| LMArena Hard Prompts | 1100 | 1104 |
| BIG-Bench Hard | 79.1% | 71.7% |
| LiveBench Reasoning | 15.9% | — |
| LiveBench Data Analysis | 30.3% | — |
| Adversarial NLI | 58.1% | — |
| Epoch Capabilities Index | — | 117.39 |
| HellaSwag | 77% | — |
| LiveBench | 24% | — |
| WinoGrande | 81.5% | — |
Math Phi 3 Small 8k Instruct leads
Phi 3 Small 8k Instruct: 27.6 (#248), Yi-34B: 21.6 (#282)
| Benchmark | Phi 3 Small 8k Instruct | Yi-34B |
|---|---|---|
| LMArena Math | 1151 | 1114 |
| LiveBench Math | 17.6% | — |
| MATH Level 5 | — | 5.1% |
| GSM8K | — | 76% |
Knowledge Phi 3 Small 8k Instruct leads
Phi 3 Small 8k Instruct: 29.1 (#240), Yi-34B: 7.5 (#309)
| Benchmark | Phi 3 Small 8k Instruct | Yi-34B |
|---|---|---|
| LMArena Expert | 1067 | 1061 |
| MMLU | 75.7% | 76.3% |
| GPQA Diamond | — | 14.7% |
| ARC (AI2) Challenge | 90.7% | — |
| OpenBookQA | 88% | — |
| TriviaQA | 58.1% | — |
Multilingual Yi-34B leads
Phi 3 Small 8k Instruct: 28.5 (#272), Yi-34B: 29.7 (#264)
| Benchmark | Phi 3 Small 8k Instruct | Yi-34B |
|---|---|---|
| LMArena Non-English | 1058 | 1079 |
| LMArena Chinese | 1061 | 1176 |
| LMArena French | 1135 | 1081 |
| LMArena German | 1080 | 1042 |
| LMArena Japanese | 966 | 993 |
| LMArena Korean | 894 | 959 |
| LMArena Russian | 1111 | 1050 |
| LMArena Spanish | 1111 | 1070 |
Instruction Following Yi-34B leads
Phi 3 Small 8k Instruct: 51.9 (#292), Yi-34B: 56.2 (#274)
| Benchmark | Phi 3 Small 8k Instruct | Yi-34B |
|---|---|---|
| LMArena Instruction Following | 1087 | 1091 |
| LiveBench Instruction Following | 47.2% | — |
Long Context Too close to call
Phi 3 Small 8k Instruct: 33.0 (#267), Yi-34B: 33.2 (#264)
| Benchmark | Phi 3 Small 8k Instruct | Yi-34B |
|---|---|---|
| LMArena Longer Query | 1088 | 1094 |
Writing & Preference Yi-34B leads
Phi 3 Small 8k Instruct: 31.1 (#284), Yi-34B: 34.1 (#273)
| Benchmark | Phi 3 Small 8k Instruct | Yi-34B |
|---|---|---|
| LMArena Text | 1110 | 1129 |
| LMArena Creative Writing | 1083 | 1108 |
| LMArena Multi-Turn | 1068 | 1113 |
| LiveBench Language | 12.9% | — |
Frequently asked questions
Is Phi 3 Small 8k Instruct better than Yi-34B?
Phi 3 Small 8k Instruct is the stronger model overall, scoring 29.3 to 27.8 on the Noometry Index.
Is Phi 3 Small 8k Instruct or Yi-34B better for coding?
Yi-34B scores higher on coding benchmarks: 32.3 versus 27.9 in the Noometry coding category.
How many benchmarks do Phi 3 Small 8k Instruct and Yi-34B share?
19 benchmarks have published results for both models. Phi 3 Small 8k Instruct has 32 scored results on Noometry and Yi-34B has 23.