head to head/AI Coding Assistants
act101 vs LLM Reference
Neck and neck on boosts. Profiles, pricing and deals below.
AI agents that refactor and port code across 163 languages
community boosts
⚡ 0
pricing
Freemium
what it is
An LLM editing your code is a guess. act101 makes it a transform: your agent refactors or ports the code, then act gate returns a deterministic MERGE / REVIEW / BLOCK verdict with a signed receipt and one-command rollback. 163 grammars, 182 AST refactor operations, 42 codebase analyzers, exposed via MCP (Claude Code, Cursor, Codex, OpenCode) and the act CLI — one native binary. Agent refactor Python. Agent port C to Rust. Agent port Ruby to Elixir.
Pick the Right LLM for the Job
community boosts
⚡ 0
pricing
Paid
what it is
Decision-support reference for engineers choosing an LLM and provider today. Search models, compare providers, read picks, and track what changed this week.