📖 The AI Tool Bible

CrewAI vs Fellou

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

 
CrewAI
Agents
Fellou
Agents
TaglinePython framework for multi-agent orchestration.The world's first agentic browser that plans and executes multi-step web workflows for you.
CategoryAgentsAgents
PricingFreemium· Free open-source core; cloud platform paidFreemium· Free ($0, 1,000 Sparks one-time, 2 scheduled tasks) / Plus $19/mo (2,000 Sparks, ~8 tasks) / Pro $39.90/mo (5,000 Sparks, ~20 tasks) / Ultra $199.90/mo (unlimited Sparks, limited time). 20% discount on annual billing.
ModelBYO (Claude / GPT / open)—
Editorial score8.4 / 10—
Use cases
multi-agentorchestrationPython
Competitive research reportsAutomated job applicationsLead list enrichmentMulti-site price monitoringScheduled data scrapingLinkedIn outreach automationDeep research briefsBooking and reservation workflowsCross-site form fillingRecurring dashboard exports
Pros
  • Clean Python API
  • Strong role/goal abstractions
  • Active community
  • Hosted platform for deployment
  • True agentic control of a real browser, including authenticated sessions, CAPTCHAs, and multi-tab workflows
  • Plan-first execution model with visible steps you can pause, edit, or override mid-run
  • Scheduled/recurring tasks turn one-off automations into standing jobs
  • Bundled specialist agents (deep research, image, music, code) generate deliverables, not just links
  • Eko 2.0 open-source framework lets developers extend or script custom agents
  • Generous free tier for evaluation, with an unlimited-Sparks Ultra plan for heavy users
Cons
  • Production observability still maturing
  • Debugging multi-agent flows is hard
  • Requires installing a dedicated Chromium browser rather than an extension in your existing setup
  • Underlying model provider(s) and per-task token accounting are opaque — you pay in Sparks without a clear cost model
  • Letting an agent drive logged-in accounts (banking, email, employer SaaS) raises real security and ToS-violation risk
  • Task counts on paid tiers are modest (~8-20 tasks/month on Plus/Pro) so heavy automators land on the $199.90 tier fast
  • Newer product with a shorter track record than Chrome/Edge — expect breakage on sites that change layouts or add bot defences
  • No public REST API for the hosted product; automation lives inside the desktop app or Eko framework
Websitewww.crewai.comfellou.ai
Pick CrewAI if
  • ✅ Clean Python API
  • ✅ Strong role/goal abstractions
  • ✅ Active community
  • ✅ Hosted platform for deployment
Pick Fellou if
  • ✅ True agentic control of a real browser, including authenticated sessions, CAPTCHAs, and multi-tab workflows
  • ✅ Plan-first execution model with visible steps you can pause, edit, or override mid-run
  • ✅ Scheduled/recurring tasks turn one-off automations into standing jobs
  • ✅ Bundled specialist agents (deep research, image, music, code) generate deliverables, not just links
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