Real ChatGPT answer · index seedO9V7d0hK8x4completeB2B software · AI and automation toolsbrand

Can you compare the API pricing of Anthropic Claude versus OpenAI GPT 4o specifically for heavy automated document parsing workloads

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the API pricing of Anthropic Claude versus OpenAI GPT 4o specifically for heavy automated document parsing workloads
2 real searches · 1 real-search pass
Anthropic Claude API pricing official 2026 input output tokens batch prompt caching document parsingGoogle ↗
OBSERVEDOther / navigational
OpenAI GPT-4o API pricing official 2026 batch cached input visionGoogle ↗
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 API pricing official 2026 input output tokens batch prompt caching document parsing Google ↗
OpenAI GPT-4o API pricing official 2026 batch cached input vision Google ↗
  1. GPT-4o Model · developers.openai.com
  2. Pricing · platform.claude.com
  3. GPT-4o pricing: cost per token, verified · vigil.tools
  4. Prompt Caching in the API · openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Anthropic Claude API pricing official 2026 input output tokens batch prompt caching document parsing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI GPT-4o API pricing official 2026 batch cached input vision
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1