Fine tuning Mistral versus using out of the box Claude for customer support ticket routing in a retail shop
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Fine tuning Mistral versus using out of the box Claude for customer support ticket routing in a retail shop
3 real searches · 1 real-search pass
Mistral fine tuning documentation supervised fine tuning classification models officialGoogle ↗
OBSERVEDOther / navigational
Anthropic Claude structured outputs tool use classification official documentationGoogle ↗
OBSERVEDOther / navigational
Mistral models pricing API official documentation 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)
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
Mistral fine tuning documentation supervised fine tuning classification models official Google ↗
Anthropic Claude structured outputs tool use classification official documentation Google ↗
Mistral models pricing API official documentation 2026 Google ↗
- Pricing · mistral.ai
- Structured outputs · platform.claude.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Mistral fine tuning documentation supervised fine tuning classification models official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Anthropic Claude structured outputs tool use classification official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Mistral models pricing API official documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |