Mem Agents vs Sweep: 2026 comparison
Self-organizing memory agent that captures and surfaces what matters.
Mem Agents vs Sweep — specs
| Spec | Mem Agents | Sweep |
|---|---|---|
| Agent Rank | 70 / 100 (B) | 58 / 100 (B) |
| Autonomy | Assistant | Autonomous |
| Pricing | Freemium · from $10 | Freemium · from $30 |
| Open source | No | Yes |
| Capabilities | Memory, RAG, Tool use | Code, Tool use, Memory |
| Integrations | 3 apps | 1 apps |
| Verified | Verified | — |
| Released | Mar 2025 | Mar 2025 |
Agent Rank breakdown
- Autonomy fit
- 7
- Capabilities
- 6
- Integrations
- 6
- Pricing value
- 8
- Polish & maturity
- 5
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
- Autonomy fit
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 7
- Polish & maturity
- 5
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
- +Self-organizing memory — surfaces what matters without manual tagging
- +Strong agent search across email, Slack, Drive
- +Cheap entry tier for a daily-driver knowledge layer
- −Acts as memory, not action — pair with another agent for execution
- −Integration depth varies by app
- −Team features still maturing vs Notion / Mem.ai competitors
- +Issue-to-PR turnaround in minutes for well-described bugs
- +GitHub-native — authenticates as a GitHub App, no extension needed
- +Great on TypeScript / Python / Go codebases with reasonable test coverage
- −Struggles when issues are vague or codebase is messy
- −No interactive mode — you describe, it ships
- −Less effective on closed languages or proprietary frameworks
Pricing
- +1,000 memories
- +Standard search
- +Unlimited memories
- +Agent search
- +Integrations
- +Shared memories
- +Workspace controls
- +Up to 5 issue-to-PR runs/month
- +Public repos only
- +Unlimited runs
- +Private repos
- +Configurable rules
- +Self-hosted option
- +SAML SSO
- +Dedicated support
Which one should you pick?
Pick Mem Agents if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Mem Agents →Pick Sweep if you want the highest autonomy and the verification loop is in place or if auditability or self-hosting matters.
Try Sweep →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Mem Agents or Sweep in 2026?+
Pick Mem Agents if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Sweep if you want the highest autonomy and the verification loop is in place or if auditability or self-hosting matters. Most working teams running both can use Mem Agents for primary work and Sweep for the workflows where its specific strengths matter.
What's the price difference between Mem Agents and Sweep?+
Mem Agents starts at Freemium · from $10; Sweep starts at Freemium · from $30. Mem Agents is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Mem Agents or Sweep?+
Sweep is the more autonomous of the two (Autonomous vs Assistant). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.