Real ChatGPT answer · index seedXnbduTE2bFAcompleteB2B software · AI and automation toolscommercial

Break down the cost per thousand tokens across OpenAI, Anthropic, and open source hosted models to help our finance committee approve our Q3 AI budget.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Break down the cost per thousand tokens across OpenAI, Anthropic, and open source hosted models to help our finance committee approve our Q3 AI budget.
3 real searches · 1 real-search pass
OpenAI API pricing per million tokens GPT-5 GPT-4.1 official pricing 2026Google ↗
OBSERVEDComparison
Anthropic API pricing Claude Sonnet Opus Haiku per million tokens official 2026Google ↗
OBSERVEDReason
hosted open source LLM inference pricing per million tokens Llama Qwen DeepSeek Together Fireworks DeepInfra official 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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
OpenAI API pricing per million tokens GPT-5 GPT-4.1 official pricing 2026 Google ↗
Anthropic API pricing Claude Sonnet Opus Haiku per million tokens official 2026 Google ↗
hosted open source LLM inference pricing per million tokens Llama Qwen DeepSeek Together Fireworks DeepInfra official 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API pricing per million tokens GPT-5 GPT-4.1 official pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Anthropic API pricing Claude Sonnet Opus Haiku per million tokens official 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
hosted open source LLM inference pricing per million tokens Llama Qwen DeepSeek Together Fireworks DeepInfra official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1