Real ChatGPT answer · index seedx5HoOClZhxEcompleteB2B software · AI and automation toolscommercial

How do modern AI agent platforms price their usage and which ones offer the best free tiers for testing before we commit our Q3 budget?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do modern AI agent platforms price their usage and which ones offer the best free tiers for testing before we commit our Q3 budget?
2 real searches · 1 real-search pass
AI agent platforms pricing free plan 2026 LangGraph Cloud CrewAI Relevance AI n8n Dify official pricingGoogle ↗
OBSERVEDOther / navigational
OpenAI API pricing agents SDK pricing official 2026; Google Vertex AI Agent Builder pricing free tier; AWS Bedrock Agents pricingGoogle ↗
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
AI agent platforms pricing free plan 2026 LangGraph Cloud CrewAI Relevance AI n8n Dify official pricing Google ↗
OpenAI API pricing agents SDK pricing official 2026; Google Vertex AI Agent Builder pricing free tier; AWS Bedrock Agents pricing Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AI agent platforms pricing free plan 2026 LangGraph Cloud CrewAI Relevance AI n8n Dify official pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI API pricing agents SDK pricing official 2026; Google Vertex AI Agent Builder pricing free tier; AWS Bedrock Agents pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1