Open-Weight LLM Stack Recommender

Say what you are building in plain language. It reads your text for domains, agentic tasks and constraints, recommends an open-weight model stack from the verified benchmark maps, and estimates cost per task — the number that actually shows up on the invoice.

Describe

Your use case

Try
What it detected

Signals

Keyword-based, not a live model. Remove a chip you did not mean, or add one it missed — the recommendation updates immediately.

Cost basis

Assumptions & pricing

Every number here is editable and saved in your browser.

Managed APISelf-host
Per-model pricing — $/1M tokens (approximate list; edit)

Defaults are approximate blended serverless list prices (mid-2026). Paste your provider’s real input and output numbers and every cost updates. Reset to defaults.

Recommended stack

All viable models

Ranked by fit

Fit is the mean of your detected axes (0–5).Cost at the profile above.Struck rows fail a hard constraint.