# Llama 4 Scout vs Phi-3.5-mini

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

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

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for Llama 4 Scout and Phi-3.5-mini.

## Summary

- Llama 4 Scout and Phi-3.5-mini do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | Llama 4 Scout | Phi-3.5-mini |
|----------|----------|----------|
| Creator | Meta | Microsoft |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | 10M | 128K |
| Independent public score (not head-to-head) | 29.27 | null |
| Benchmarks Covered | 0 | 8 |
| Pricing (input/output) | $0.00 / $0.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 8.5 (Estimated · #119/124)
- Phi-3.5-mini public-lane score: Coming soon

### Coding

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 9.9 (Estimated · #143/148)
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| HumanEval | Coming soon | 62.8% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 44.9 (Unranked · 2 rankable rows)
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| BBH | Coming soon | 69% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 42.5 (Unranked · 1 rankable row)
- Phi-3.5-mini public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 27.3 (Estimated · #163/181)
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| MMLU | Coming soon | 69% | Coming soon |
| 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
- Llama 4 Scout public-lane score: Coming soon
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| MGSM | Coming soon | 47.9% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 45.8 (#93/128)
- Phi-3.5-mini public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: Coming soon
- Phi-3.5-mini public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Phi-3.5-mini | Winner |
|-----------|-----------|-----------|--------|
| GSM8K | Coming soon | 86.2% | Coming soon |

## FAQ

### Can I compare Llama 4 Scout and Phi-3.5-mini on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [Llama 4 Scout vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-llama-4-scout)
- [Phi-3.5-mini vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-phi-3-5-mini)
- [Llama 4 Scout vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-llama-4-scout)
- [Phi-3.5-mini vs GPT-6.1 Sol](/compare/gpt-6-1-sol-vs-phi-3-5-mini)

## Explore More

- [Llama 4 Scout profile](/models/llama-4-scout)
- [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)