Model comparison
Gemini 1.5 Pro (May 2024) vs Phi-3.5-mini
Gemini 1.5 Pro (May 2024) has enough public results to be ranked (#253); Phi-3.5-mini does not yet, so treat this comparison as directional.
Last verified . 2 shared benchmarks.
Google
MicrosoftSummary
- They share 2 benchmarks with published results for both. Gemini 1.5 Pro (May 2024) scores higher in 0 categories and Phi-3.5-mini in 1 category, but none of those gaps is larger than the uncertainty.
- The biggest single-benchmark swing is BigCodeBench Complete: 57.5% for Gemini 1.5 Pro (May 2024) and 38.5% for Phi-3.5-mini.
- Phi-3.5-mini has downloadable open weights; the other is API-only.
Side by side
| Gemini 1.5 Pro (May 2024) | Phi-3.5-mini | |
|---|---|---|
| Provider | Microsoft | |
| Noometry Index | 31.9 | 36.4 |
| Released | 2024-02-15 | 2024-08-16 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 45 | 5 |
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Category by category
Coding Too close to call
Gemini 1.5 Pro (May 2024): 33.8 (#239), Phi-3.5-mini: 34.0 (#231)
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| BigCodeBench Instruct | 43.8% | 32.8% |
| BigCodeBench Complete | 57.5% | 38.5% |
| WeirdML | 22.2% | — |
| LMArena Coding | 1294 | — |
| CadEval | 34% | — |
| HumanEval+ | 79.3% | — |
| MBPP+ | 74.6% | — |
Agentic & Tool Use Not comparable
Gemini 1.5 Pro (May 2024): 17.8 (#137), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| TheAgentCompany | 3.4% | — |
| Cybench | 7.5% | — |
| BALROG | 21% | — |
Reasoning Not comparable
Gemini 1.5 Pro (May 2024): 12.3 (#332), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| ARC-AGI-2 | 0.8% | — |
| SimpleBench | 27.1% | — |
| LMArena Hard Prompts | 1296 | — |
| DTBench | 59% | — |
| BIG-Bench Hard | 89.2% | — |
| Epoch Capabilities Index | 131.73 | — |
| ForecastBench | 58.4 | — |
| PIQA | — | 81% |
Math Not comparable
Gemini 1.5 Pro (May 2024): 24.4 (#260), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 23.1% | — |
| Omni-MATH | 36.4% | — |
| LMArena Math | 1315 | — |
| MATH Level 5 | 70.4% | — |
| GSM8K | — | 86.2% |
Knowledge Not comparable
Gemini 1.5 Pro (May 2024): 29.3 (#228), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| GPQA Diamond | 57.2% | — |
| Humanity's Last Exam | 4.6% | — |
| MMLU-Pro | 73.7% | — |
| Confabulations | 13.5% | — |
| GPQA (HELM) | 53.4% | — |
| LMArena Expert | 1279 | — |
| BoolQ | — | 78% |
| MMLU | 86.9% | — |
Multimodal Not comparable
Gemini 1.5 Pro (May 2024): 36.2 (#72), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| LMArena Vision | 1161 | — |
| Video-MME | 75% | — |
Multilingual Not comparable
Gemini 1.5 Pro (May 2024): 45.5 (#169), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| LMArena Non-English | 1312 | — |
| LMArena Chinese | 1331 | — |
| LMArena French | 1301 | — |
| LMArena German | 1286 | — |
| LMArena Japanese | 1292 | — |
| LMArena Korean | 1298 | — |
| LMArena Russian | 1320 | — |
| LMArena Spanish | 1310 | — |
Instruction Following Not comparable
Gemini 1.5 Pro (May 2024): 68.8 (#180), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| IFEval | 83.7% | — |
| LMArena Instruction Following | 1297 | — |
Long Context Not comparable
Gemini 1.5 Pro (May 2024): 39.7 (#164), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| LMArena Longer Query | 1308 | — |
Writing & Preference Not comparable
Gemini 1.5 Pro (May 2024): 52.5 (#167), Phi-3.5-mini: —
| Benchmark | Gemini 1.5 Pro (May 2024) | Phi-3.5-mini |
|---|---|---|
| LMArena Text | 1319 | — |
| LMArena Creative Writing | 1333 | — |
| WildBench | 81.3% | — |
| LMArena Multi-Turn | 1296 | — |
Frequently asked questions
Is Gemini 1.5 Pro (May 2024) better than Phi-3.5-mini?
Gemini 1.5 Pro (May 2024) has enough public results to be ranked (#253); Phi-3.5-mini does not yet, so treat this comparison as directional.
Is Gemini 1.5 Pro (May 2024) or Phi-3.5-mini better for coding?
They score almost the same on coding (33.8 vs 34.0); test both on your own repository before choosing.
How many benchmarks do Gemini 1.5 Pro (May 2024) and Phi-3.5-mini share?
2 benchmarks have published results for both models. Gemini 1.5 Pro (May 2024) has 45 scored results on Noometry and Phi-3.5-mini has 5.