Fellow
78
/100 Laddoo
STEADY
Public-surface review of Fellow
Proof depth—
Claim coverage—
Evidence count—
Momentum—
Updated2026-05-01
Fellow vs Mem
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 2026-06-11.
Mem
90
/100 Laddoo
VITAL
Public-surface review of Mem
Proof depth—
Claim coverage—
Evidence count—
Momentum—
Updated2026-05-01
Hlido verdict
Hlido tested both. Fellow scored 78 (STEADY); Mem scored 90 (VITAL). Mem leads by 12 points. 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.
Fellow
Solid meeting productivity tool with collaborative features — effective for teams but lacks advanced integrations.
Does well:
- User-friendly interface that simplifies meeting management
- Facilitates team collaboration with shared agendas and notes
- Encourages feedback and follow-ups to improve meeting outcomes
Falls short:
- Limited integrations with other productivity tools
- Lacks advanced features found in more comprehensive platforms
Mem
Powerful AI agent for knowledge management — excels in note-taking and retrieval but may overwhelm casual users.
Does well:
- Seamless integration with various workflows and platforms
- Intelligent organization of notes for easy retrieval
- Sleek and intuitive user interface
Falls short:
- May overwhelm casual users with its depth of features
- Learning curve for new users can be steep
- Limited offline capabilities compared to traditional note-taking apps