Llama 4 Maverick
Flexible open-weight model for teams that want control, portability, and solid general-purpose performance.
Best open-weight long-context option for self-hosted pipelines.
Affordable self-hosted long-context workflows and analysis pipelines
You want a hosted solution — Gemini 3.1 Flash gives more context for roughly the same cost.
Worth considering for internal search, analysis, and review workflows where data sovereignty matters.
512K context window at the lowest cost point in the directory
Good for internal analysis pipelines and document processing
Open weights give you full control over deployment
Less polished than hosted frontier models on nuanced tasks
Gemini 3.1 Flash now offers 1M context at only $0.50/1M — bigger and hosted
What people actually use Llama 4 Scout for.
Processing large internal document archives in self-hosted analysis pipelines
Long-context retrieval across large codebases with open weights and full data control
Budget-conscious long-context tasks where cloud API costs are prohibitive
Price History
↓80% since May 8
41 data points · tracked daily since May 8, 2026
Affordable self-hosted long-context workflows and analysis pipelines. Start free — no card required.
Recommendations are made independently based on real-world use and public benchmarks. See our disclosures for details.
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Pricing moves, ranking shifts, and capability updates.
Scout moved into the stronger value tier after comparing affordable long-context options.
View modelLlama 4 Scout is best for affordable self-hosted long-context workflows and analysis pipelines. It is a strong fit when that workflow matters more than the tradeoffs around budget pricing and fast speed.
You want a hosted solution — Gemini 3.1 Flash gives more context for roughly the same cost.
Llama 4 Maverick is the lower-cost option to compare first when you want a similar workflow fit with less token spend.
GPT-5.5 is the better pick when response time matters more than maximum depth or premium quality.
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