Real ChatGPT answer · index seednhLpD4oxE4IcompleteB2B software · AI and automation toolsinformational
Why is our current OpenAI API integration so slow during peak hours and how can we fix these latency bottlenecks?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why is our current OpenAI API integration so slow during peak hours and how can we fix these latency bottlenecks?
4 real searches · 1 real-search pass
OpenAI API status incidents latency October 31 2026Google ↗
OBSERVEDConsequence
OpenAI API latency optimization official documentation prompt caching streaming connection pooling batching rate limits 2026Google ↗
OBSERVEDInstruction
OpenAI API rate limits guide retry exponential backoff official documentationGoogle ↗
OBSERVEDInstruction
OpenAI API prompt caching latency official documentationGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
OpenAI API status incidents latency October 31 2026 Google ↗
OpenAI API latency optimization official documentation prompt caching streaming connection pooling batching rate limits 2026 Google ↗
OpenAI API rate limits guide retry exponential backoff official documentation Google ↗
OpenAI API prompt caching latency official documentation Google ↗
- Rate limits · developers.openai.com
- Troubleshooting API rate limits and 429 errors · help.openai.com
- Latency optimization · developers.openai.com
- Troubleshooting API Errors and Latency · help.openai.com
- OpenAI API Status · status.openai.com
- Elevated latency for some API requests · status.openai.com
- OpenAI Status · status.openai.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI API status incidents latency October 31 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
OpenAI API latency optimization official documentation prompt caching streaming connection pooling batching rate limits 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OpenAI API rate limits guide retry exponential backoff official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
OpenAI API prompt caching latency official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |