Magic.dev vs Mem Agents: 2026 comparison
Autonomous AI engineer trained on long contexts — handles hour-long coding sessions without losing track.
Self-organizing memory agent that captures and surfaces what matters.
Magic.dev vs Mem Agents — specs
| Spec | Magic.dev | Mem Agents |
|---|---|---|
| Agent Rank | 67 / 100 (B) | 70 / 100 (B) |
| Autonomy | Autonomous | Assistant |
| Pricing | Subscription · Free tier | Freemium · from $10 |
| Open source | No | No |
| Capabilities | Code, Tool use, Memory | Memory, RAG, Tool use |
| Integrations | 2 apps | 3 apps |
| Verified | Verified | Verified |
| Released | May 2025 | Mar 2025 |
Agent Rank breakdown
- Autonomy fit
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 9
- Polish & maturity
- 4
- Verifiability
- 10
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
- 5
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
- +Unique long-context model — can hold an entire mid-sized repo in one session
- +Strong on cross-cutting refactors that other agents struggle with
- +Funded at frontier-lab levels — engineering muscle behind the product
- −Enterprise pricing — no public per-seat tier
- −Newer entrant — fewer customer references than Devin or Cursor
- −Best for very large codebases; overkill for solo + small-team work
- +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
- +Long-context model (100M+ tokens)
- +Codebase-wide reasoning
- +Custom deployment
- +1,000 memories
- +Standard search
- +Unlimited memories
- +Agent search
- +Integrations
- +Shared memories
- +Workspace controls
Which one should you pick?
Pick Magic.dev if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
Try Magic.dev →Pick Mem Agents if its specific capabilities (Memory, RAG) match what you need.
Try Mem Agents →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Magic.dev or Mem Agents in 2026?+
Pick Magic.dev if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Pick Mem Agents if its specific capabilities (Memory, RAG) match what you need. Most working teams running both can use Magic.dev for primary work and Mem Agents for the workflows where its specific strengths matter.
What's the price difference between Magic.dev and Mem Agents?+
Magic.dev starts at Subscription · Free tier; Mem Agents starts at Freemium · from $10. Magic.dev 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, Magic.dev or Mem Agents?+
Magic.dev 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.