# Phi-3.5-mini Benchmark Scores & Performance

> Phi-3.5-mini by Microsoft has 8 source-displayable benchmark rows but no public overall score. It remains unranked.

Canonical page: https://benchlm.ai/models/phi-3-5-mini

Last updated: October 14, 2026

## Model Details

| Property | Value |
|----------|-------|
| Creator | Microsoft |
| Source Type | Open Weight |
| Reasoning Type | Non-Reasoning |
| Context Window | 128K |
| Official model card | [Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |
| Overall Score | Not computed (unranked) |
| Overall Rank | Unranked |

## Family & Coverage

- Family: Phi-3.5-mini
- Variant: base
- Benchmarks covered: 8 of 628
- Coverage note: Published evidence is shown below; no public overall score is assigned.

## Coding Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [HumanEval](/benchmarks/humaneval) | 62.8% | [Microsoft: Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |

## Reasoning Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [BBH](/benchmarks/bbh) | 69% | [Microsoft: Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |

## Knowledge Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [MMLU](/benchmarks/mmlu) | 69% | [Microsoft: Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |
| [MMLU-Pro](/benchmarks/mmlu-pro) | 47.4% | [Microsoft: Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |
| [GPQA](/benchmarks/gpqa) | 30.4% | [Microsoft: Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |
| [MMMLU](/benchmarks/mmmlu) | 55.4% | [Microsoft: Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |

## Multilingual Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [MGSM](/benchmarks/mgsm) | 47.9% | [Microsoft: Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |

## Mathematics Benchmarks

| Benchmark | Score | Source |
|-----------|-------|--------|
| [GSM8K](/benchmarks/gsm8k) | 86.2% | [Microsoft: Phi-3.5-mini-instruct model card](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) |

## Other Microsoft Models

- [MAI-Thinking-1](/models/mai-thinking-1) - Score: 53.17
- [Phi-4](/models/phi-4) - Score: 24.97
- [Phi-4-reasoning-plus](/models/phi-4-reasoning-plus) - Score: not computed
- [Phi-4-reasoning](/models/phi-4-reasoning) - Score: not computed
- [MAI-Code-1.1-Flash](/models/mai-code-1-1-flash) - Score: not computed
- [Raw Phi-4 mini direct logits](/models/raw-phi-4-mini) - Score: not computed
- [Fara1.5-27B](/models/fara-1-5-27b) - Score: not computed
- [Fara1.5-4B](/models/fara-1-5-4b) - Score: not computed
- [MAI-Transcribe-2-Streaming](/models/mai-transcribe-2-streaming) - Score: not computed
- [MAI-Voice-2.1](/models/mai-voice-2-1) - Score: not computed
- [MAI-Voice-2.1-Flash](/models/mai-voice-2-1-flash) - Score: not computed
- [MAI-Transcribe-2](/models/mai-transcribe-2) - Score: not computed
- [VibeVoice-ASR-Streaming 1.5B](/models/vibevoice-asr-streaming-1-5b) - Score: not computed
- [VibeVoice-ASR-Streaming 7B](/models/vibevoice-asr-streaming-7b) - Score: not computed
- [MAI-Cyber-1-Flash](/models/mai-cyber-1-flash) - Score: not computed
- [MAI-Voice-2-Flash](/models/mai-voice-2-flash) - Score: not computed
- [MAI-Transcribe-1.5](/models/mai-transcribe-1-5) - Score: not computed
- [MAI-Voice-2](/models/mai-voice-2) - Score: not computed
- [Phi-4 Multimodal Instruct](/models/phi-4-multimodal-instruct) - Score: not computed