Meta
Llama 4 Scout
An open-source model designed for massive-scale data processing with a 10 million token context window.
Our editorial assessment as of Jun 4, 2026, based on the public sources listed below.
Overall rank
#31
Tier
A
Score
78.0
Main category
Overall
Strengths
- Industry-leading 10 million token context window.
- Open-source, allowing for self-hosting and fine-tuning.
- Strong for long-context data processing tasks.
Considerations
- Performance on reasoning benchmarks may lag behind top proprietary models.
- Requires significant infrastructure to self-host and operate effectively.
Price
Open Source (Free to use, self-hosted)
Score breakdown
Performance
78.0
Reputation
80.0
Price
100.0
Recency
85.0
Verification status
Each field carries its own re-verification date. Amber means older than 90 days — treat those figures as stale until re-checked.
Sources
- 15 Best AI Models in 2026 - Fluence (Llama 4 Scout 10M context, long-context workloads)Accessed: 2026-06-03
- 22 AI Frontier Models Compared for 2026 - TeamAIAccessed: 2026-06-03
- Pluralsight - The best AI models in 2026Accessed: 2026-05-26
- Top AI Models 2026: How To Choose The Best For YouAccessed: 2026-05-26
- AiZolo Top AI Models March 2026Accessed: 2026-04-20