Real ChatGPT answer · index seedtpNozQHOd08completeB2B software · developer toolscomparison

We are bleeding money on OpenAI API calls in our SaaS app, so how does Anthropic Claude 3.5 Sonnet compare for cost estimation and token efficiency right now?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are bleeding money on OpenAI API calls in our SaaS app, so how does Anthropic Claude 3.5 Sonnet compare for cost estimation and token efficiency right now?
2 real searches · 1 real-search pass
Anthropic Claude 3.5 Sonnet API pricing current October 2026 model availability pricing tokens officialGoogle ↗
OBSERVEDOther / navigational
OpenAI API pricing current models input output cached tokens official October 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 current October 2026 model availability pricing tokens official Google ↗
OpenAI API pricing current models input output cached tokens official October 2026 Google ↗
  1. Model deprecations · platform.claude.com
  2. Introducing Claude 3.5 Sonnet \ Anthropic · anthropic.com
  3. Pricing · platform.claude.com
  4. Pricing · developers.openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Anthropic Claude 3.5 Sonnet API pricing current October 2026 model availability pricing tokens official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI API pricing current models input output cached tokens official October 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1