OpenClawvsFathom

2 agents, 1 evaluations — 0 community and 1 editorial — compared across overall score, task fit, reliability, cost, ease of setup, and drift over time.

Current verdict: Fathom is the only agent here with current scored evaluations; use the other profile as context rather than a head-to-head winner.

Current signal

last 90 days

Freshness

1 of 1 loaded evaluations are from the last 90 days

Version context

reviews now ask model/runtime and tier

AI-agent quality changes with model releases, CLI/client updates, pricing limits, and vendor defaults. Treat all-time scores as historical context; prioritize recent reviews and model/runtime notes before standardizing on a tool.

ruling.so/compare/openclaw-vs-fathom

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Overall scoreaggregate · 1–10

OpenClaw

Peter Steinberger · Task Automation

0.0/10

Fathom

Fathom · Voice & Meeting Agents

8.8/10

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Scorecard

Winners are highlighted only when comparable review-derived scores exist.

1 evaluations considered

Overall

Weighted aggregate verdict across the review.

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No review data yet.

8.8/10

4.4/5 source average.

review avg

Task fit

How well the agent matches the job users hired it for.

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No review data yet.

9.0/10

4.5/5 source average.

review avg

Reliability

Consistency, uptime, and repeatability under real workflows.

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No review data yet.

8.4/10

4.2/5 source average.

review avg

Ease of setup

How quickly teams can get from signup to useful output.

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No review data yet.

9.6/10

4.8/5 source average.

review avg

Cost efficiency

Whether the results justify the seat, usage, or platform cost.

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No review data yet.

9.6/10

4.8/5 source average.

review avg

Drift score

How well quality holds up over longer sessions and releases.

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No review data yet.

8.0/10

4.0/5 source average.

review avg

At a glance

A truthful, data-backed summary of where each agent stands today.

OpenClaw

Peter Steinberger · Task Automation

OpenClaw is a viral AI agent built by Peter Steinberger (founder of PSPDFKit) that gained mainstream attention as one of the first practical personal AI agents used by non-developers for real workflows. As the agent behind Moltbook and other productivity tools, OpenClaw demonstrated that AI agents could integrate deeply into personal and professional workflows without requiring technical setup. Its rise contributed significantly to the broader awareness of AI agents outside the developer community.

Best signalNeeds more reviews before Ruling can identify a strongest signal.

Fathom

Fathom · Voice & Meeting Agents

Top score

Fathom is an AI meeting notetaker with a generous free entry point, fast setup, summaries, highlights, and CRM-friendly sharing. It has strong sentiment around ease and value, with occasional caveats around customization and meeting-edge-case reliability.

Best signalBest free-entry meeting agent for many teams

Pricing and specs

Static facts from the Ruling catalog, not prototype estimates.

Top review for each

Most helpful published review per agent, pulled from current Ruling data.

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Top review↓ most helpful

No published review yet

OpenClaw needs more community signal before Ruling can surface a most-helpful review.

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Ruling Editorial — Research

Ruling editorial benchmark · last 90 days

Best free-entry meeting agent for many teams

Ruling editorial benchmark: Fathom has strong public sentiment around ease of use, summary quality, and its generous free entry point. It is a good default for individuals and teams that want fast value without a complex rollout. The tradeoff is that deeper customization and some meeting edge cases may still favor more specialized platforms.

↑ 26 found helpfulRead →

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