โ€” LLM Tool

Llama 4 405B

Last updated June 22, 2026 ยท Reviewed by ToolForge Editorial

Meta's open-weights frontier model. Self-host GPT-5-class intelligence.

โ˜… 4.6/5 ยท 5.2K+ reviews ยท Free (self-host)

What Llama 4 405B does best

Meta's open-weights frontier model. Self-host GPT-5-class intelligence. Llama 4 405B (February 2026) is Meta's largest open-weights release yet โ€” matches GPT-5 on most reasoning benchmarks, runs on 8x H100s, and is free for commercial use. The first time open-weights is genuinely competitive at the frontier.

Who it's for: enterprises with strict data residency requirements, anyone who can't send data to OpenAI/Anthropic, researchers and fine-tuners

Key features

Open Truly open weights

Download, fine-tune, distill, and self-host commercially. The license is the most permissive of any frontier model.

405B 405B parameters, MoE

Mixture-of-experts architecture โ€” only 17B active per token, but the full 405B knowledge is available on demand.

Self Full data sovereignty

Run on your own hardware. Logs never leave your VPC. Critical for finance, healthcare, and government.

Multi 128K context, multimodal

Supports text, image, and audio. 128K context window โ€” less than Gemini but more than GPT-5's default.

Finetune LoRA + full fine-tune ready

Meta ships reference fine-tuning recipes. Train on a single 8x H100 node for most domain adaptations.

Pros and cons

Pros

  • โœ“ Truly open โ€” no API lock-in
  • โœ“ Frontier-class benchmarks
  • โœ“ Strong fine-tuning ecosystem
  • โœ“ No per-token costs once deployed
  • โœ“ Active community on HuggingFace

Cons

  • โœ— Requires 8x H100s minimum (~$300K)
  • โœ— Slower to set up than API access
  • โœ— Slightly behind Claude Sonnet 4 on agentic tasks
  • โœ— No hosted version from Meta

Our verdict

Llama 4 405B is the first open-weights model where you don't have to apologize for the quality gap. It matches GPT-5 on most benchmarks, lags Claude Sonnet 4 on the hardest agentic tasks, but wins on sovereignty and cost-at-scale. If your data can't leave the building, this is your model. If you're a startup with no GPU budget, keep using Claude or GPT-5.

Rating: โ˜… 4.6/5 ยท Best for: enterprises with strict data residency requirements, anyone who can't send data to OpenAI/Anthropic, researchers and fine-tuners

Try Llama 4 405B today

Free (self-host) ยท enterprises with strict data residency requirements, anyone who can't send data to OpenAI/Anthropic, researchers and fine-tuners

Get Llama 4 405B โ†’