Code intelligence agent for enterprise — answers questions about your code, navigates large monorepos.
Augment Code vs Mem Agentswhich AI code agent should you pick in 2026?
Autonomous coding agent grounded in your whole codebase — multi-file edits with deep context.
Self-organizing memory agent that captures and surfaces what matters.
Augment Code vs Mem Agents — specs
| Spec | Augment Code | Mem Agents |
|---|---|---|
| Agent Rank | 68 / 100 (B) | 72 / 100 (A) |
| Autonomy | Semi-autonomous | Assistant |
| Pricing | Freemium · from $30 | Freemium · from $10 |
| Open source | No | No |
| Capabilities | Code, Tool use, Memory, RAG | Memory, RAG, Tool use |
| Integrations | 3 apps | 3 apps |
| Verified | Verified | Verified |
| Released | Apr 2024 | Mar 2025 |
Agent Rank breakdown
- Autonomy fit
- 8
- Capabilities
- 8
- Integrations
- 4
- Pricing value
- 7
- Polish & maturity
- 7
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
- Autonomy fit
- 7
- Capabilities
- 6
- Integrations
- 6
- Pricing value
- 8
- Polish & maturity
- 6
- Verifiability
- 10
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
Pricing
- +1,000 memories
- +Standard search
- +Unlimited memories
- +Agent search
- +Integrations
- +Shared memories
- +Workspace controls
Which one should you pick?
Pick Augment Code if you want the highest autonomy and the verification loop is in place.
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Frequently asked
Should I pick Augment Code or Mem Agents in 2026?+
Pick Augment Code if you want the highest autonomy and the verification loop is in place. Pick Mem Agents if cost is the main constraint. Most working teams running both can use Augment Code for primary work and Mem Agents for the workflows where its specific strengths matter.
What's the price difference between Augment Code and Mem Agents?+
Augment Code starts at Freemium · from $30; Mem Agents starts at Freemium · from $10. 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, Augment Code or Mem Agents?+
Augment Code is the more autonomous of the two (Semi-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.
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