Real ChatGPT answer · index seed97ysboW50focompleteB2B software · AI and automation toolscomparison

Compare the cost efficiency of OpenAI API pricing tiers versus using hosted open source models through something like Together AI for routine text generation.

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 cost efficiency of OpenAI API pricing tiers versus using hosted open source models through something like Together AI for routine text generation.
2 real searches · 1 real-search pass
OpenAI API pricing official GPT-4.1 mini nano GPT-5 pricing 2026Google ↗
OBSERVEDComparison
Together AI serverless inference pricing official models pricing 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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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 official GPT-4.1 mini nano GPT-5 pricing 2026 Google ↗
Together AI serverless inference pricing official models pricing 2026 Google ↗
  1. Pricing · developers.openai.com
  2. Pricing · together.ai

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API pricing official GPT-4.1 mini nano GPT-5 pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Together AI serverless inference pricing official models pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1