An unmetered LLM API vs PDF Insight

OpenAI-compatible Qwen3.8-27B API for coding agents. Start free, then upgrade to flat-rate pricing with no per-token billing. Fair-use and shared-capacity limits apply.

This is what PDF Insight does to a real client's pile: it reads, classifies and merges every slip into one correctly-ordered file.

About An unmetered LLM API

OpenAI-compatible Qwen3.8-27B API for coding agents. Start free, then upgrade to flat-rate pricing with no per-token billing. Fair-use and shared-capacity limits apply. Every request runs Qwen3.8-27B with FP8 weights and FP8 KV caching. Get predictable monthly billing, up to 256K context, and no routine prompt or response retention while keeping the chat-completions stack your tools already use. Prove Yolo-Auto works in your stack before you pay. Focused model capacity for everyday agent work, without storing your prompts.

About PDF Insight

This is what PDF Insight does to a real client's pile: it reads, classifies and merges every slip into one correctly-ordered file. The full run happens on your own machine, so client files never leave your computer. Self-employed: turn a year of receipts and statements into one clean PDF to send your accountant. PDF Insight reads and classifies every document, even scanned pages, orders them your way, lets you review, and exports one clean merged file.