Dossier · Research assistant
General-purpose autonomous research and task agent · last verified 2026-06-09
Manus belongs in VerdictPal as an agentic-workflow stress test, not as a magic intern. The card should ask whether it saves work after verification, not whether it produces impressive artifacts.
Cloud autonomous-agent platform for multi-step research, browsing, file work, reports, slides, websites, data analysis, scheduled tasks, and team/business workflows using credit-based plans.
Manus flagship-ready dossier: General-purpose autonomous research and task agent.
List prices and pay-as-you-go entry points we can cite without running our own bench. Each tile links to a source when possible.
Limits & product surface
Non-price vendor claims — multipliers, caps, and API scope. Detailed matrices live in subscription and SDK sections below.
The public positioning for this product — the loop we score against on VerdictPal.
Exploratory multi-step tasks where a sourced report, spreadsheet, deck, or website is more useful than a chat answer
Run a 5-task agent benchmark: literature scan, spreadsheet cleanup, source-backed report, slide deck, and web workflow; score autonomy, cost, audit trail, and corrections needed.
Credit consumption can be hard to forecast
Compare against ChatGPT, Claude, Perplexity before shipping advice.
Click a tile for the editorial note. Color follows score: coral, yellow, mint.
Shape
Avg 68 · 44–100
Weighted roll-up across 13 dimensions for Research assistant; pending desk verification if rescored from public facts.
By group
One input box, many retrieval postures. Filter by tier.
Default path for Manus — verify limits on the live product.
Deep work path for Manus — verify limits on the live product.
Focused task path for Manus — verify limits on the live product.
Export & share path for Manus — verify limits on the live product.
Public rows are vendor or third-party claims we logged with a date. Desk rows are reserved for VerdictPal self-run results.
| Measure | Result | Source |
|---|---|---|
| Run a 5-task agent benchmark: literature scan, spreadsheet cleanup, source-backed report, slide deck, and web workflow; score autonomy, cost, audit trail, and corrections neededKeep recommendation locked until the named benchmark is run and reviewed. | Planned | VerdictPal benchmark plan |
Plus
$39
month
Pro
Custom
month
RAW · checked 2026-06-09: Verified 2026-06-07 from official Manus pricing/product pages: credit-based plans with daily refresh credits; pricing page lists 300 refresh credits every day, 40,000 credits/month, in-depth research for large-scale tasks, professional websites with data analytics, slides for batch production, Wide Research for heavy use, early beta access, 20 concurrent tasks, 20 scheduled tasks, team/business plans, and enterprise security/compliance positioning. Exact lower-tier plan names/prices still need live checkout/full-table verification.
What we learned while building this dossier — not vendor copy.
Imported Notion state-of-art fields and corrected Scira-gate status to solid.
Converted imported research into metrics, panes, scenarios, benchmark rows, comparison notes, and pricing deck.
Where Manus wins for cited research — and where a rival still belongs in the stack.
Manus is stronger when exploratory multi-step tasks where a sourced report, spreadsheet, deck, or website is more useful than a chat answer; ChatGPT may still win for narrower fit, procurement, or specialist depth.
Manus
ChatGPT
Vendors named on the product about page — useful for procurement and privacy reviews.
Editorial lenses only. Subscription and API pricing live in their own sections above.
Lens 01
Manus is framed here as General-purpose autonomous research and task agent. Manus is an autonomous-agent workflow card, but it needs strict caveats. Official pages now show Manus as part of Meta, while the privacy page snippet still names Butterfly Effect Pte. Ltd. and was last updated 2026-04-30. Pricing details were only partially extractable from official pages, so exact plan comparisons should remain guarded.
How we exercised the product. Step through each run before you trust the scores.
Test run
Step 1 of 4
Start from the persona in best-for item 1.
TASK
Run a 5-task agent benchmark: literature scan, spreadsheet cleanup, source-backed report, slide deck, and web workflow; score autonomy, cost, audit trail, and corrections needed.
Desk trial 2026-07-05: personally tried; formal 5-task benchmark still pending.
↳ Keep recommendation locked until the named benchmark is run and reviewed.
This tool is in the VerdictPal Citation Fidelity protocol — frozen question bank, dual-reviewer grading, results still pending. Citation Fidelity v0.1 →
Benchmarks that evaluate or report on this tool. Scores and caveats live on the benchmark page.
Official Manus privacy snippet says policy last updated 2026-04-30 and names Butterfly Effect Pte. Ltd. as provider of Manus AI platform, mobile apps, and browser extensions. Official Manus blog says Manus is now part of Meta, will keep selling/operating subscriptions through its app and website, and will continue operating from Singapore. Cloud agent tasks mean prompts, files, browser/app context, scheduled-task state, artifacts, and outputs are vendor-processed. Re-check DPA, retention, training, enterprise security, and Meta/Manus data-sharing terms before sensitive use.
Compare side-by-side → open compare
How this tool fits into a composed research stack:
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