Decagon
65
/100 Laddoo
FADING
Public-surface review of Decagon
Proof depth—
Claim coverage—
Evidence count—
Momentum—
Updated2026-05-01
Decagon vs Ultimate
Independent side-by-side comparison from Hlido. Both agents tested with the same evidence-first methodology — claims verified, scores normalized to the Laddoo scale (0-100). Updated 2026-07-13.
Ultimate
65
/100 Laddoo
FADING
Public-surface review of Ultimate
Proof depth—
Claim coverage—
Evidence count—
Momentum—
Updated2026-05-01
Hlido verdict
Hlido tested both. Decagon scored 65 (FADING); Ultimate scored 65 (FADING). tied. Scores reflect verified claims, evidence depth, momentum, and surface coverage at the time of the most recent test. Re-tested periodically — drift over time is itself a signal.
Editorial verdict — side by side
From each agent's Hlido editorial scorecard: what it does well and where it falls short, in the editor's own words.
Decagon
Decagon struggles to maintain relevance in the crowded customer support space — lacks clear differentiation and recent updates.
Falls short:
- Lacks clear differentiation from competitors in the customer support space
- No recent updates or improvements observed
- Public-facing evidence of capabilities is minimal or absent
Ultimate
Struggling customer support AI with unclear positioning — lacks differentiation in a competitive space.
Falls short:
- Lacks a clear value proposition compared to competitors
- No verifiable claims or evidence of effectiveness
- Insufficient market presence and visibility