Autonomous-first.
Approval-first.
Manus is a fully autonomous agent that runs in its own cloud Ubuntu sandbox — you watch it work via “Manus’s computer.” Atmita is the opposite philosophy: the agent acts with your approval, not without it. Pick the autonomy level that matches your trust.
What changes when you swap.
Manus's edge: full autonomy
Manus runs asynchronously in the cloud: full Ubuntu environment with shell, browser, code execution, file system. It reports strong GAIA benchmark scores. Meta acquired it in Dec 2025, but Chinese regulators blocked the deal and Manus resumed independent operations in Sept 2026.
Atmita's edge: predictable boundaries
Four approval modes (Bypass / Auto / Safe / Plan) let you set the trust level per agent or per run. Manus is autonomous by default; you trust it or you don't.
Both: multi-model orchestration
Manus reportedly routes between Claude, Qwen, and others. Atmita routes between Claude and OpenAI per task.
Atmita's edge: scheduled, recurring work
Atmita is designed for "every Monday at 9am, do X" recurring Automations plus autonomous Automations that pursue a goal for weeks. Manus Scheduled Tasks run daily, weekly, or on a custom interval, optionally carrying the task context forward.
Atmita's edge: persistent memory across sessions
Manus retains key instructions per session and supports replayable runs. Atmita's memory is editable, exportable, and compounds across every run permanently.
| Atmita | Manus | |
|---|---|---|
| Approval philosophy | Approval-first, four modes | Autonomous-first |
| Cloud execution sandbox | Scoped tools | Full Ubuntu |
| Code execution | Sandboxed Python (Code Interpreter) | Native shell |
| Browser automation | Native first-class tool | |
| Image generation | Native (gpt-image) | Via tools |
| Web search | ||
| Recurring scheduled Automations | Cron / autonomous / event | Scheduled Tasks (daily / weekly / custom) |
| Persistent editable memory | Main / Automation, auto-extracted, queryable | Per-session knowledge + replayable runs |
| Goal pursuit across check-ins | Autonomous Automations (days to weeks) | Scheduled runs can carry task context forward |
| Replayable session log | Peek windows + memory log per Automation | Replay UI |
| Ownership | Independent | Independent (Meta deal unwound, Sept 2026) |
| GAIA benchmark | Not benchmarked | Strong reported scores |
If you have a one-shot complex task — research a market, screen 200 resumes, build a slide deck from scratch — Manus is genuinely impressive and its replayable transparency is best-in-class. If you want an agent that runs your weekly cadence (lead gen, KPI briefs, social posts) under tight approval controls, Atmita is the right fit. Different problems, different tools.
Recurring AI work, your guardrails.
Free to start. No credit card required.