Real ChatGPT answer · index seedC5xO0ZG4MF8completeB2B software · AI and automation toolsinformational
What is a realistic monthly LLM token budget for a small SaaS startup testing three different AI features in beta?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is a realistic monthly LLM token budget for a small SaaS startup testing three different AI features in beta?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
LLM API token pricing 2026 input output tokens OpenAI Anthropic official pricing Google ↗
SaaS AI beta token consumption estimate tokens per user per month AI features Google ↗
- Pricing · developers.openai.com
- Understanding and counting tokens · help.openai.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LLM API token pricing 2026 input output tokens OpenAI Anthropic official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
SaaS AI beta token consumption estimate tokens per user per month AI features OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |