Real ChatGPT answer · index seedlYsXQaBhMr4completeB2B software · developer toolscommercial

My teenage son and I are building a small web app, and I want to compare the actual monthly OpenAI API costs for GPT-4o versus Claude 3.5 Sonnet under heavy prompt usage.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My teenage son and I are building a small web app, and I want to compare the actual monthly OpenAI API costs for GPT-4o versus Claude 3.5 Sonnet under heavy prompt usage.
2 real searches · 1 real-search pass
OpenAI API pricing GPT-4o input output cached input official pricing 2026Google ↗
OBSERVEDOther / navigational
Anthropic Claude 3.5 Sonnet API pricing input output prompt caching official model availability deprecationGoogle ↗
OBSERVEDConsequence

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 factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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 GPT-4o input output cached input official pricing 2026 Google ↗
Anthropic Claude 3.5 Sonnet API pricing input output prompt caching official model availability deprecation Google ↗
  1. Model deprecations · platform.claude.com
  2. GPT-4o Model · developers.openai.com
  3. Introducing Claude 3.5 Sonnet \ Anthropic · anthropic.com
  4. Anthropic List Prices · www-cdn.anthropic.com
  5. Prompt Caching in the API · openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API pricing GPT-4o input output cached input official pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Anthropic Claude 3.5 Sonnet API pricing input output prompt caching official model availability deprecation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1