Model comparison
Phi-4 vs Yi-1.5-34B
Phi-4 and Yi-1.5-34B score almost the same on the Noometry Index (31.2 vs 30.6), so choose on price, context window or the category you care about most.
Last verified . 21 shared benchmarks.
MicrosoftSummary
- They share 21 benchmarks with published results for both. Phi-4 scores higher in 6 categories and Yi-1.5-34B in 2 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Phi-4 leads 32.6 to 14.8.
- The biggest single-benchmark swing is MATH Level 5: 64.9% for Phi-4 and 25.5% for Yi-1.5-34B.
Side by side
| Phi-4 | Yi-1.5-34B | |
|---|---|---|
| Provider | Microsoft | 01.AI |
| Noometry Index | 31.2 | 30.6 |
| Released | 2024-12-11 | 2024-05-13 |
| Weights | Open | Open |
| Context window | 128K | — |
| Max output | 4K | — |
| Input $ / M tokens | $0.07 | — |
| Output $ / M tokens | $0.14 | — |
| Results tracked | 37 | 21 |
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Category by category
Coding Phi-4 leads
Phi-4: 34.4 (#239), Yi-1.5-34B: 32.4 (#272)
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| BigCodeBench Instruct | 45.5% | 33.9% |
| LMArena Coding | 1231 | 1169 |
| BigCodeBench Complete | 55.4% | 43.8% |
| LiveBench Coding | 30.7% | — |
Agentic & Tool Use Not comparable
Phi-4: 22.8 (#128), Yi-1.5-34B: —
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| Berkeley Function Calling Leaderboard | 28.8% | — |
| BALROG | 11.6% | — |
Reasoning Yi-1.5-34B leads
Phi-4: 17.7 (#291), Yi-1.5-34B: 22.5 (#191)
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| LMArena Hard Prompts | 1220 | 1160 |
| Chess Puzzles | 1% | — |
| LiveBench Reasoning | 47.8% | — |
| LiveBench Data Analysis | 45.2% | — |
| Epoch Capabilities Index | 130.42 | — |
| LiveBench | 41.6% | — |
Math Yi-1.5-34B leads
Phi-4: 20.8 (#285), Yi-1.5-34B: 27.5 (#249)
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| LMArena Math | 1246 | 1182 |
| MATH Level 5 | 64.9% | 25.5% |
| OTIS Mock AIME 2024-2025 | 13.8% | — |
| LiveBench Math | 42% | — |
Knowledge Phi-4 leads
Phi-4: 32.6 (#209), Yi-1.5-34B: 14.8 (#295)
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| GPQA Diamond | 56.1% | 32% |
| LMArena Expert | 1203 | 1144 |
| Confabulations | 29.4% | — |
| Vectara Hallucination Rate | 3.7% | — |
| MMLU | 84.8% | — |
Multilingual Phi-4 leads
Phi-4: 37.2 (#237), Yi-1.5-34B: 32.3 (#256)
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| LMArena Non-English | 1197 | 1121 |
| LMArena Chinese | 1212 | 1213 |
| LMArena French | 1224 | 1156 |
| LMArena German | 1222 | 1111 |
| LMArena Japanese | 1158 | 1021 |
| LMArena Korean | 1151 | 1005 |
| LMArena Russian | 1209 | 1091 |
| LMArena Spanish | 1234 | 1121 |
Instruction Following Phi-4 leads
Phi-4: 60.4 (#251), Yi-1.5-34B: 59.2 (#257)
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| LMArena Instruction Following | 1201 | 1139 |
| LiveBench Instruction Following | 58.4% | — |
Long Context Phi-4 leads
Phi-4: 36.9 (#226), Yi-1.5-34B: 34.6 (#248)
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| LMArena Longer Query | 1217 | 1143 |
Writing & Preference Phi-4 leads
Phi-4: 40.5 (#244), Yi-1.5-34B: 37.4 (#257)
| Benchmark | Phi-4 | Yi-1.5-34B |
|---|---|---|
| LMArena Text | 1217 | 1173 |
| LMArena Creative Writing | 1182 | 1135 |
| LMArena Multi-Turn | 1206 | 1153 |
| Short-Story Creative Writing | 62.6% | — |
| LiveBench Language | 25.6% | — |
Frequently asked questions
Is Phi-4 better than Yi-1.5-34B?
Phi-4 and Yi-1.5-34B score almost the same on the Noometry Index (31.2 vs 30.6), so choose on price, context window or the category you care about most.
Is Phi-4 or Yi-1.5-34B better for coding?
Phi-4 scores higher on coding benchmarks: 34.4 versus 32.4 in the Noometry coding category.
How many benchmarks do Phi-4 and Yi-1.5-34B share?
21 benchmarks have published results for both models. Phi-4 has 37 scored results on Noometry and Yi-1.5-34B has 21.