The verdict
Llama 4 appears in 1 AI-ranked category — best position #4 for open-weight llm.
Meta's flagship 400B MoE model offers excellent generalist reasoning and coding capabilities with a 1M token context, highly optimized for fast inference with only 17B active parameters.
Grok Robust ecosystem, tooling, and community support for integration; native multimodal MoE with solid general performance and commercial-friendly license (up to usage limits); reliable for production apps.
Where Llama 4 falls short, per the models
- Gemini The Llama Community License requires a separate agreement for entities with over 700M monthly active users, creating compliance hurdles for large enterprise adopters.
- Grok Not always the absolute benchmark leader in specialized coding/agentic tasks compared to Chinese frontier open models.
Top alternatives per the models: DeepSeek-V4 · GLM-5.2 · Qwen3 · DeepSeek-V3.2
Watch Llama 4
Boards re-poll weekly and the models change their minds. One short email only when Llama 4's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
Llama 4 ranks #4 for best open-weight llm by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-open-weight-llm?utm_source=badge&utm_medium=embed&utm_campaign=badge-llama-4)<a href="https://modelsagree.com/best/best-open-weight-llm?utm_source=badge&utm_medium=embed&utm_campaign=badge-llama-4"><img src="https://modelsagree.com/badge/llama-4.svg" alt="Llama 4 — ranked #4 for Best open-weight LLM by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology