# LFM2.5-VL-450M-Extract vs Llama 4 Scout

> Side-by-side benchmark comparison for LFM2.5-VL-450M-Extract and Llama 4 Scout across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-vl-450m-extract-vs-llama-4-scout
- Last updated: September 4, 2026

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

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for LFM2.5-VL-450M-Extract and Llama 4 Scout.

## Summary

- LFM2.5-VL-450M-Extract and Llama 4 Scout 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 | LFM2.5-VL-450M-Extract | Llama 4 Scout |
|----------|----------|----------|
| Creator | LiquidAI | Meta |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | 128K | 10M |
| Independent public score (not head-to-head) | null | 35.64 |
| Benchmarks Covered | 3 | 1 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- Llama 4 Scout public-lane score: 33.1 (Estimated · #134/151)

### Coding

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- Llama 4 Scout public-lane score: 32.9 (Estimated · #160/183)

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- Llama 4 Scout public-lane score: 38 (Unranked · 1 rankable row)

| Benchmark | LFM2.5-VL-450M-Extract | Llama 4 Scout | Winner |
|-----------|-----------|-----------|--------|
| Liquid Extract JSON Validity | 98.9% | Coming soon | Coming soon |
| Liquid Extract F1 | 98.8% | Coming soon | Coming soon |
| Liquid Extract VLM Judge | 84.5% | Coming soon | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- Llama 4 Scout public-lane score: 42.8 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- Llama 4 Scout public-lane score: 34.1 (Estimated · #169/181)

### Instruction Following

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- Llama 4 Scout public-lane score: 45.7 (#89/120)

### Mathematics

- Winner: Insufficient shared evidence
- LFM2.5-VL-450M-Extract public-lane score: Coming soon
- Llama 4 Scout public-lane score: 25.3 (Unranked · 1 rankable row)

| Benchmark | LFM2.5-VL-450M-Extract | Llama 4 Scout | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | Coming soon | 0.000% | Coming soon |

## FAQ

### Can I compare LFM2.5-VL-450M-Extract and Llama 4 Scout 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

- [LFM2.5-VL-450M-Extract vs LFM2.5-VL-1.6B-Extract](/compare/lfm2-5-vl-1-6b-extract-vs-lfm2-5-vl-450m-extract)
- [Llama 4 Scout vs LFM2.5-VL-1.6B-Extract](/compare/lfm2-5-vl-1-6b-extract-vs-llama-4-scout)
- [LFM2.5-VL-450M-Extract vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-lfm2-5-vl-450m-extract)
- [Llama 4 Scout vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-llama-4-scout)

## Explore More

- [LFM2.5-VL-450M-Extract profile](/models/lfm2-5-vl-450m-extract)
- [Llama 4 Scout profile](/models/llama-4-scout)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)