Llama 4 Scout
Open-weight 109B MoE with a 10M-token context window
About
Meta's smaller Llama 4 model: a natively multimodal Mixture-of-Experts model with 109B total / 17B active parameters (16 experts) trained on ~40T tokens. Its headline feature is a 10M-token native context window — the longest shipped in an open-weight model at release — enabled by an iRoPE attention design (interleaved local/global attention). Accepts text and image input; multilingual (12 supported languages); August 2024 knowledge cutoff. Fits on a single H100 via int4 quantization. Weights gated behind the Llama 4 Community License on Hugging Face and llama.com; also powers Meta AI on WhatsApp/Instagram/Messenger. Note: this is Scout — the 17B-active model — not Maverick (400B total, 1M context) or the unreleased Behemoth teacher.
Specs
Context window
Pricing
Free quota
API access
Weights
Released
Benchmarks
Provider-reported (Meta, Apr 2025): best multimodal model in its class vs Gemma 3, Gemini 2.0 Flash-Lite, and Mistral 3.1. Independent (RedHatAI evals on meta-llama/Llama-4-Scout-17B-16E-Instruct, FP8): MMLU 80.54, IFEval 86.90, MMMU 53.44, OpenLLM v1 avg 77.48, RULER avg 80.44. Caution: Meta's launch LMArena score was achieved with an unreleased 'experimental chat version' optimized for conversationality rather than the public checkpoint — LMArena later changed its policies over this incident.
Provider-reported unless a source says otherwise. Benchmarks are marketing-adjacent by nature — treat them as directional.
Use cases
Trust score — 8/10
Scored 8/10 (verified tier, metrics-v1). Evidence: HF top match: meta-llama/Llama-4-Scout-17B-16E-Instruct; HF downloads 163,132 (peer-normalized); released 556 days ago. Manual review: launch LMArena score used unreleased variant — provider class-leader claims flagged. License: Llama 4 Community License (bespoke).
How the trust score is built
Full methodology →- Adoption · stars/downloads, log-scaled vs peers
- 9.8/10
- Maintenance · recency, releases, issue load
- 5.0/10
- Openness · license + docs
- 7.2/10
- Manual review · sanity read + red-flag check
- 8.0/10
- · HF top match: meta-llama/Llama-4-Scout-17B-16E-Instruct
- · HF downloads 163,132 (peer-normalized)
- · released 556 days ago
- · manual review: launch LMArena score used unreleased variant — provider class-leader claims flagged