Independent AI agent reference

Cognosys vs Manus

A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.

Short answer: choose Cognosys if you want goal-driven web ai agent that ran research and automation tasks (now deprecated) (Supervised agent, freemium); choose Manus if you want autonomous general ai agent that runs whole tasks in a cloud sandbox (Autonomous agent, usage).

CognosysManus
What it isGoal-driven web AI agent that ran research and automation tasks (now deprecated)Autonomous general AI agent that runs whole tasks in a cloud sandbox
Typeagentagent
AutonomySupervised agentAutonomous agent
Pricingfreemium · Free; Pro $15/mo, Ultimate $59/mo (historical, pre-sunset)usage · Free; Standard $20/mo (credits)
Best forconsumers, smb, developersconsumers, smb, mid-market
Deploymentsaassaas
Modalitiestext, browser, emailtext, browser, code, api
Modelsmodel-agnosticmodel-agnostic, claude, open-source
Protocolsfunction-callingmcp
IntegrationsNotion, GmailGmail, Google Calendar, Google Drive, Notion, HubSpot, GitHub
Capabilities5 documented5 documented

Cognosys

  • +No-code way to delegate multi-step web research and automation tasks
  • +Useful scheduled briefings and lead-enrichment-to-Notion workflows
  • +Backed early: ~$2M seed led by GV with notable angel investors
  • -Deprecated: rebranded to Ottogrid, acquired by Cohere, standalone product sunset
  • -No longer available; cognosys.ai no longer serves the product
Full Cognosys profile

Manus

  • +Genuinely high autonomy: completes long multi-step tasks start to finish
  • +Produces real deliverables (reports, sites, decks, analyses), not just chat
  • +Flexible tiers from a free plan to team seats, with first-class MCP connectors
  • -Opaque, potentially expensive credit economics with no pre-run cost estimate
  • -Reliability varies on long runs; it can go off-track on complex goals
Full Manus profile

Which should you choose?

Cognosys is goal-driven web ai agent that ran research and automation tasks (now deprecated), best for consumers, smb, developers. Manus is autonomous general ai agent that runs whole tasks in a cloud sandbox, best for consumers, smb, mid-market. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.

This comparison is generated from the sourced Cognosys and Manus profiles. Open either profile to review its evidence and last-reviewed date.