Reader profile
Rafael Villanueva
Agency developer, mostly client work on fixed budgets. Value and export path decide what I pick.
/u/rvillanuevaJoined 19 Aug 2026
Axis scores
63
Lab notes
0
Comments
1
Upvotes received
1
Axis scores
Reader scores feed the reader index column. The measured lab index is never affected by them.
| Product | Axes scored | Mean | Last change |
|---|---|---|---|
| Bolt.new | Agent performance 92, Reliability 80, SEO and GEO 72, API and MCP 68, Integrations 76, Design output 94, Turn latency score 44, Value 81, Code ownership 97 | 78.2 | 26 Aug 2026 Lab seeded |
| Dyad | Agent performance 82, Reliability 61, SEO and GEO 75, API and MCP 70, Integrations 76, Design output 85, Turn latency score 43, Value 100, Code ownership 100 | 76.9 | 26 Aug 2026 Lab seeded |
| Trae | Agent performance 85, Reliability 56, SEO and GEO 60, API and MCP 68, Integrations 75, Design output 69, Turn latency score 33, Value 100, Code ownership 100 | 71.8 | 26 Aug 2026 Lab seeded |
| YouWare | Agent performance 69, Reliability 55, SEO and GEO 65, API and MCP 45, Integrations 65, Design output 89, Turn latency score 49, Value 86, Code ownership 59 | 64.7 | 26 Aug 2026 Lab seeded |
| Anything | Agent performance 71, Reliability 80, SEO and GEO 75, API and MCP 59, Integrations 69, Design output 84, Turn latency score 42, Value 73, Code ownership 69 | 69.1 | 26 Aug 2026 Lab seeded |
| Softgen | Agent performance 74, Reliability 73, SEO and GEO 62, API and MCP 65, Integrations 79, Design output 86, Turn latency score 25, Value 71, Code ownership 71 | 67.3 | 27 Aug 2026 Lab seeded |
| v0 | Agent performance 89, Reliability 88, SEO and GEO 84, API and MCP 61, Integrations 80, Design output 100, Turn latency score 58, Value 76, Code ownership 98 | 81.6 | 27 Aug 2026 Lab seeded |
Lab notes
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Comments
- Aider24 Aug 2026 Lab seeded
On fixed price client work this is the whole argument. If the margin is the difference between the quote and what I spend, a third of the token bill is the difference between a good month and a bad one.