how to track llm api costs per token when using openai and self-hosted models
Distributed Tracing (APM)
Tracing reimagined with eBPF & OpenTelemetry.
ChatGPT ads library · last seen July 16, 2026
1 ad Better Stack has run inside ChatGPT, the 1 prompt that triggered them, and how to show up in the same conversations.
1 ad with a source each. With the full headline and copy.
how to track llm api costs per token when using openai and self-hosted models
Distributed Tracing (APM)
Tracing reimagined with eBPF & OpenTelemetry.
The conversations OpenAI matched this advertiser to. Advertisers write context hints, not keywords; these are the prompts the match landed on.
| Prompt | Ad | Format | Seen |
|---|---|---|---|
| how to track llm api costs per token when using openai and self-hosted models | Distributed Tracing (APM) | Single text ad | Jul to Sep 2026 |
The advertisers whose ChatGPT ads ran beside the same prompts and topics as Better Stack's, closest first. Each one is a page of its own.
Every advertiser in the conversations Better Stack runs in, by topic.
All advertisers in the ChatGPT ads library · How ChatGPT ads work · Set up a campaign in ChatGPT Ads Manager
Sprites finds the conversations your buyers have, writes the context hints and the ad, sets the budget, and walks you through the launch in Ads Manager.