openai api versus anthropic claude api cost comparison per thousand tokens for high volume backend text summarization tasks
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
openai api versus anthropic claude api cost comparison per thousand tokens for high volume backend text summarization tasks
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
OpenAI API pricing per million tokens official models GPT-5 mini GPT-5 nano 2026 Google ↗
Anthropic Claude API pricing per million tokens official Haiku Sonnet Opus 2026 Google ↗
- Pricing · developers.openai.com
- Pricing · platform.claude.com
- Claude Haiku \ Anthropic · anthropic.com
- GPT-5 Mini Model · developers.openai.com
- GPT-5.4 nano Model · developers.openai.com
- Anthropic Batch API documentation · platform.claude.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI API pricing per million tokens official models GPT-5 mini GPT-5 nano 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Anthropic Claude API pricing per million tokens official Haiku Sonnet Opus 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |