Managing LLM token budgets is getting expensive for my freelance writing business, so is Claude Pro actually cheaper than OpenAI Team tier right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Managing LLM token budgets is getting expensive for my freelance writing business, so is Claude Pro actually cheaper than OpenAI Team tier right now?
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).
Searches and sources
ChatGPT2 real searches · gpt-6
Claude Pro pricing 2026 monthly annual usage limits official Anthropic pricing Google ↗
OpenAI ChatGPT Team pricing 2026 per user monthly annual minimum seats official Google ↗
- What is the Pro plan? · support.claude.com
- Business Pricing · openai.com
- Managing billing and seats in ChatGPT Business · help.openai.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Claude Pro pricing 2026 monthly annual usage limits official Anthropic pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
OpenAI ChatGPT Team pricing 2026 per user monthly annual minimum seats official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |