Real ChatGPT answer · index seedSPvs3BoYHUwcompleteB2B software · AI and automation toolscomparison

Can you compare the API costs of OpenAI and Anthropic for a side project where I am automating weekly sales reporting spreadsheets

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the API costs of OpenAI and Anthropic for a side project where I am automating weekly sales reporting spreadsheets
2 real searches · 1 real-search pass
OpenAI API pricing current October 2026 GPT models input output cached tokens official pricingGoogle ↗
OBSERVEDOther / navigational
Anthropic API pricing current October 2026 Claude models input output prompt caching official pricingGoogle ↗
OBSERVEDShort fact

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)
Short fact50%Other / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / no

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 current October 2026 GPT models input output cached tokens official pricing Google ↗
Anthropic API pricing current October 2026 Claude models input output prompt caching official pricing Google ↗
  1. Pricing · developers.openai.com
  2. Models · developers.openai.com
  3. Pricing · platform.claude.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API pricing current October 2026 GPT models input output cached tokens official pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Anthropic API pricing current October 2026 Claude models input output prompt caching official pricing
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1