# Llama 4 Scout vs Pareto 26.9

> Side-by-side benchmark comparison for Llama 4 Scout and Pareto 26.9 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/llama-4-scout-vs-pareto-26-9
- Last updated: September 18, 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 Llama 4 Scout and Pareto 26.9.

## Summary

- Llama 4 Scout and Pareto 26.9 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 | Pareto 26.9 |
|----------|----------|----------|
| Creator | Meta | Unbiased |
| Type | Open Weight | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 10M | N/A |
| Independent public score (not head-to-head) | 33.32 | null |
| Benchmarks Covered | 1 | 4 |
| Pricing (input/output) | $0.00 / $0.00 | $2.50 / $7.50 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 31.2 (Estimated · #143/154)
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 4.0 | Coming soon | 51.00% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 31.1 (Estimated · #140/154)
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| DeepSWE | Coming soon | 74.0% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 38.1 (Unranked · 1 rankable row)
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | Coming soon | 78% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 40.1 (Unranked · 2 rankable rows)
- Pareto 26.9 public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 32.9 (Estimated · #175/184)
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| HLE w/o tools | Coming soon | 49% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 44.3 (#91/124)
- Pareto 26.9 public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- Llama 4 Scout public-lane score: 25.1 (Unranked · 1 rankable row)
- Pareto 26.9 public-lane score: Coming soon

| Benchmark | Llama 4 Scout | Pareto 26.9 | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 0.000% | Coming soon | Coming soon |

## FAQ

### Can I compare Llama 4 Scout and Pareto 26.9 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 Fable 5.1](/compare/claude-fable-5-1-vs-llama-4-scout)
- [Pareto 26.9 vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-pareto-26-9)
- [Llama 4 Scout vs GPT-6 Astra](/compare/gpt-6-astra-vs-llama-4-scout)
- [Pareto 26.9 vs GPT-6 Astra](/compare/gpt-6-astra-vs-pareto-26-9)

## Explore More

- [Llama 4 Scout profile](/models/llama-4-scout)
- [Pareto 26.9 profile](/models/pareto-26-9)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)