Real ChatGPT answer · index seedrXCtWw1mqwocompleteB2B software · developer toolscomparison

openai api versus anthropic claude cost estimation for a small startup building an internal chatbot that might get thousands of daily queries

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
openai api versus anthropic claude cost estimation for a small startup building an internal chatbot that might get thousands of daily queries
2 real searches · 1 real-search pass
OpenAI API pricing official input output tokens GPT models October 2026Google ↗
OBSERVED
Anthropic Claude API pricing official input output tokens October 2026Google ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
OpenAI API pricing official input output tokens GPT models October 2026 Google ↗
Anthropic Claude API pricing official input output tokens October 2026 Google ↗
  1. OpenAI API pricing · developers.openai.com
  2. Anthropic API pricing · platform.claude.com
  3. Understanding and counting tokens · help.openai.com

Queries

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