Real ChatGPT answer · index seedU8amn5QqplMcompleteB2B software · AI and automation toolscommercial

Compare the pricing and caching effectiveness of Anthropic Claude 3.5 Sonnet versus GPT-4o for high-volume customer service automation pipelines.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the pricing and caching effectiveness of Anthropic Claude 3.5 Sonnet versus GPT-4o for high-volume customer service automation pipelines.
2 real searches · 1 real-search pass
Anthropic Claude 3.5 Sonnet API pricing prompt caching read write official docs 2026Google ↗
OBSERVEDOther / navigational
OpenAI GPT-4o API pricing prompt caching cached input official docs 2026Google ↗
OBSERVEDOther / navigational

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 / navigational100%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
Anthropic Claude 3.5 Sonnet API pricing prompt caching read write official docs 2026 Google ↗
OpenAI GPT-4o API pricing prompt caching cached input official docs 2026 Google ↗
  1. Prompt caching with Claude · claude.com
  2. Pricing · platform.claude.com
  3. Prompt Caching in the API · openai.com
  4. GPT-4o Model · developers.openai.com
  5. Prompt caching · platform.claude.com

Queries

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