Your landing page’s weakest score is Trust.
How Cognition (Devin alternative excluded) — All Hands AI (OpenHands) ranks
- 1.
Devin (Cognition)77
- 2.
Cognition (Devin alternative excluded) — All Hands AI (OpenHands)74
- 3.
Codegen72
- 4.
Factory68
- 5.
Tembo67
- 6.
Mesmer64
category scores
category scoresShowHide
Trust
55FairProof that the product is real, competent, and safe to try.



| Trust read | |
|---|---|
| Cognition (Devin alternative excluded) — All Hands AI (OpenHands) | "80.8K" GitHub star count in the desktop header |
| "WE WORK WITH THOUSANDS OF ENGINEERS ACROSS HUNDREDS OF TEAMS" strip text | |
| No visible trust signal identified. | |
| Embedded Devin session demo showing the task "Migrate all gradient text to #317CFF in both repos, then test" with real P | |
| Terminal demo running 'codegen search "summarize a PR"' with real directory results | |
| Embedded product UI showing real agent sessions, e.g. "Review pull requests to identify bug..." with "+330 -37" diff sta |
Value props
72FairTitle, subtitle, hero — do they sell the product's true value?
Agents that test
Turn coding agents into self-improving infrastructure you can inspect, extend, and control.
Working
- Rotating verb names real agent tasks
- BYO-agent chips ground the claim in known tools
- npm command and use-case cards prove it works
Could improve
- 'Self-improving infrastructure' is abstract
- No numbers in the hero; 80.8K stars hidden in nav
- Developer outcome never explicitly named
Information hierarchy
76FairDoes the design help or inhibit what the page is trying to say?

What works
What to improve
CTA
79FairCopy, size, verb, cost-feel — does the primary CTA earn the click?

How Cognition (Devin alternative excluded) — All Hands AI (OpenHands) compares
Recommended rewrites
Mobile web
86StrongThe phone experience as a first-class citizen.

What works
What to improve
