#llm-tokens on Hacker News

3 stories tagged llm-tokens, newest first.

Screenshot of systima.ai: Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k

Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k (systima.ai)

655 points by systima 3 months ago | 342 comments

Systima blog post measuring request token overhead and caching behavior of Claude Code versus OpenCode against Anthropic's API.

claude-code opencode anthropic llm-tokens

Screenshot of reflex.dev: Computer Use is 45x more expensive than structured APIs

Computer Use is 45x more expensive than structured APIs (reflex.dev)

458 points by palashawas 5 months ago | 255 comments

Reflex blog post benchmarking AI computer use against auto-generated API endpoints on an admin panel, finding computer use far more costly in steps and tokens.

computer-use ai-agents llm-tokens api-design

Screenshot of github.com: Caveman: Why use many token when few token do trick

Caveman: Why use many token when few token do trick (github.com)

809 points by tosh 6 months ago | 344 comments

GitHub repository for Caveman, a Claude Code skill/plugin that cuts output tokens about 75% by making the model respond in terse caveman-style speech.

claude-code prompt-engineering llm-tokens anthropic

#llm-tokens on Hacker News

Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k(systima.ai)

Computer Use is 45x more expensive than structured APIs(reflex.dev)

Caveman: Why use many token when few token do trick(github.com)

Claude Code sends 33k tokens before reading the prompt; OpenCode sends 7k (systima.ai)

Computer Use is 45x more expensive than structured APIs (reflex.dev)

Caveman: Why use many token when few token do trick (github.com)