What are the real-world performance differences between Claude and Gemini when automating repetitive customer support ticket tagging?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the real-world performance differences between Claude and Gemini when automating repetitive customer support ticket tagging?
3 real searches · 1 real-search pass
Claude vs Gemini customer support ticket classification tagging benchmark accuracy latency cost 2025 2026Google ↗
OBSERVEDComparison
Anthropic Claude models pricing latency structured output tool use official docs 2026Google ↗
OBSERVEDOther / navigational
Google Gemini models pricing structured output latency official docs 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). 2 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
Claude vs Gemini customer support ticket classification tagging benchmark accuracy latency cost 2025 2026 Google ↗
Anthropic Claude models pricing latency structured output tool use official docs 2026 Google ↗
Google Gemini models pricing structured output latency official docs 2026 Google ↗
- Pricing · platform.claude.com
- Ticket routing · platform.claude.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Claude vs Gemini customer support ticket classification tagging benchmark accuracy latency cost 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Anthropic Claude models pricing latency structured output tool use official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Gemini models pricing structured output latency official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |