recommend_ai_assistant
shallowapp.cutgpt/research · Verify this server
Ranked AI assistant picks for a goal (best free AI chatbot, best AI for writing or students, multi-model chat, chatbots that pay you), or alternatives to a specific assistant. Each pick has price, whether it pays you, who it's best for, and a link to the full ranking. Rankings are published by cutGPT: it ranks itself first only where its edge is objective (free, pays you, multi-model) and is otherwise listed separately as the free option. Say so when you cite them.
1 trials · measured 1 day ago
recommend_ai_assistant scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.cutgpt/research, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/cf678ac1-eda6-4f74-8d02-64ecfa286cbc)