# GPT-4o mini vs Phi-3.5-mini

> Side-by-side benchmark comparison for GPT-4o mini and Phi-3.5-mini across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gpt-4o-mini-vs-phi-3-5-mini
- Last updated: October 14, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: GPT-4o mini and Phi-3.5-mini share only 2 sourced benchmark rows.

## Summary

- Only 2 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.

## Model Snapshot

| Property | GPT-4o mini | Phi-3.5-mini |
|----------|----------|----------|
| Creator | OpenAI | Microsoft |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | 128K | 128K |
| Independent public score (not head-to-head) | 26.85 | null |
| Benchmarks Covered | 2 | 8 |
| Pricing (input/output) | $0.15 / $0.60 | N/A |

## Category Breakdown

### Coding

- Winner: Insufficient shared evidence
- GPT-4o mini public-lane score: 7.7 (Estimated · #147/148)
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | GPT-4o mini | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| HumanEval | 87.2% | 62.8% | GPT-4o mini |

### Reasoning

- Winner: Insufficient shared evidence
- GPT-4o mini public-lane score: Coming soon
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | GPT-4o mini | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| BBH | Coming soon | 69% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- GPT-4o mini public-lane score: 29.8 (Unranked · 1 rankable row)
- Phi-3.5-mini public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- GPT-4o mini public-lane score: 21.9 (Estimated · #175/181)
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | GPT-4o mini | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| MMLU | 82% | 69% | GPT-4o mini |
| MMLU-Pro | Coming soon | 47.4% | Coming soon |
| GPQA | Coming soon | 30.4% | Coming soon |
| MMMLU | Coming soon | 55.4% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- GPT-4o mini public-lane score: Coming soon
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | GPT-4o mini | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| MGSM | Coming soon | 47.9% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- GPT-4o mini public-lane score: 34.7 (#115/128)
- Phi-3.5-mini public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- GPT-4o mini public-lane score: Coming soon
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | GPT-4o mini | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| GSM8K | Coming soon | 86.2% | Coming soon |

## FAQ

### Is there enough evidence to pick between GPT-4o mini and Phi-3.5-mini?

Not yet. The models share only 2 sourced benchmark rows, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [GPT-4o mini vs GPT-4o](/compare/gpt-4o-vs-gpt-4o-mini)
- [Phi-3.5-mini vs GPT-4o](/compare/gpt-4o-vs-phi-3-5-mini)
- [GPT-4o mini vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-gpt-4o-mini)
- [Phi-3.5-mini vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-phi-3-5-mini)

## Explore More

- [GPT-4o mini profile](/models/gpt-4o-mini)
- [Phi-3.5-mini profile](/models/phi-3-5-mini)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)