Is it cheaper to use open source models with fine-tuning or just pay for enterprise AI tools as a solo business owner
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to use open source models with fine-tuning or just pay for enterprise AI tools as a solo business owner
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT2 real searches · gpt-6
2026 pricing open source LLM hosting fine tuning cost versus enterprise AI subscriptions solo business owner Google ↗
2026 2026 AI enterprise tool pricing ChatGPT Business Claude Team API open source model hosting fine tuning costs solo business comparison Google ↗
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Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 pricing open source LLM hosting fine tuning cost versus enterprise AI subscriptions solo business owner OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 2026 AI enterprise tool pricing ChatGPT Business Claude Team API open source model hosting fine tuning costs solo business comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |