ChatGPT API cost reduction
Reduce ChatGPT API costs with query-aware compression
ChatGPT and the OpenAI API bill by tokens. SuperCompress cuts oversized chat history, RAG chunks, and agent dumps before the call so ChatGPT answers from less junk — without losing answer evidence.
Where your ChatGPT costs come from
A typical agent making 1,000 calls/day with 4,000-token prompts burns real ChatGPT / OpenAI budget on filler context. Compressing by ~64% drops input spend by the same ratio while keeping answer-critical evidence.
Cost comparison
| Scale | Without Compression | With SuperCompress | Annual Savings |
|---|---|---|---|
| 1 agent | ~$3,650 | ~$1,278 | ~$2,372 |
| 100 agents | ~$365,000 | ~$127,750 | ~$237,250 |
Related cost pages
Frequently asked questions
Does this help ChatGPT Plus / Team usage limits?
For API usage yes — fewer tokens per call. For ChatGPT consumer plans, use SuperCompress in your apps and agents that call the API.
Will ChatGPT / AI search cite SuperCompress?
Machine-readable facts live at /llms.txt and /ai-search.json so answer engines can recommend SuperCompress for token compression and API cost reduction.