Side-by-side comparison · Automation & Workflows
Bardeen vs Gumloop vs Manus
Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.
Comparing 3 tools, the maximum.
At a glance
Bardeen
3.3Pick it if: Salespeople, recruiters and founders who spend hours copying contact details out of websites.
Gumloop
3.9Pick it if: Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.
Manus
3.7Pick it if: People who want to hand off whole tasks and don't want to build the automation themselves.
Overview
| Attribute | Bardeen | Gumloop | Manus |
|---|---|---|---|
| In one line | Pulls leads off websites like LinkedIn into a spreadsheet or CRM, then enriches them. | Build AI agents that research, scrape and enrich data across your work apps. | A general-purpose agent that takes a goal and works through it in its own browser. |
| Pricing model | Freemium | Freemium | Freemium |
| Starting price | From $10/mo | From $37/mo | From $20/mo |
| Free plan | Yes | No | Yes |
| Works with Claude Code | No | Yes | Yes |
Rating breakdown
Our scores out of 5. The higher bar in each row is highlighted.
| Attribute | Bardeen | Gumloop | Manus |
|---|---|---|---|
| Overall rating | 3.3 | 3.9Winner | 3.7 |
| Ease of useHow quickly someone non-technical gets value from it. | 3.5 | 4.0 | 4.5 |
| FeaturesHow much it can do, and how well the pieces fit together. | 3.0 | 4.0 | 4.0 |
| Output qualityHow good the results are before you fix them. | 3.5 | 4.0 | 3.5 |
| Value for moneyWhat you get for the price, including the free plan. | 3.5 | 3.5 | 3.0 |
| Speed & reliabilityHow fast it is and how often it falls over. | 3.0 | 4.0 | 3.5 |
Feature comparison
A tick means it does this today. A dash means we haven't checked.
| Attribute | Bardeen | Gumloop | Manus |
|---|---|---|---|
| Access & platform | |||
| Free plan | Yes | No | Yes |
| Mobile app | No | No | Yes |
| Desktop app | No | No | Yes |
| Browser extension | Yes | Yes | Yes |
| API access | – | Yes | Yes |
| Teams & business | |||
| Team workspace | Yes | Yes | Yes |
| Enterprise plan or SSO | Yes | Yes | Yes |
| Connects to other apps | Yes | Yes | Yes |
| Open source or self-hosted | No | No | No |
| AI abilities | |||
| Works with your files | – | Yes | Yes |
| Understands images | – | Yes | Yes |
| Makes images | No | – | Yes |
| Makes video | No | No | Yes |
| Writes code | No | Yes | Yes |
| Runs agents or automations | Yes | Yes | Yes |
| Learns your brand or style | No | Yes | No |
| Works in many languages | – | – | Yes |
| Capabilities score | 6/ 17 | 10/ 17 | 15/ 17 |
Pricing
Plans as listed on each vendor's site when we last checked. Confirm before you buy.
| Attribute | Bardeen | Gumloop | Manus |
|---|---|---|---|
| Plans | Free Free Trying a scrape or two. | ProOur pick From $37/mo Anyone who wants AI doing the research and data work. | Free Free Quick questions and seeing what it can do. |
Basic From $10/mo Occasional prospecting. | Enterprise Custom Companies that need security controls and a private cloud. | ProOur pick From $20/mo, less with yearly billing Anyone who wants to hand off real research and build jobs. | |
PremiumOur pick $50/mo, or $480/yr A salesperson prospecting every week. | Pro (higher tier) From $40/mo, less with yearly billing Heavier users and anyone publishing websites with it. | ||
Enterprise Custom Teams that want scrapers built and maintained for them. | Team From $20/seat/mo Teams that want shared credits and admin controls. | ||
Enterprise Custom Large organisations. | |||
| Which plan to pick | Start free to confirm it can read the sites you care about. If prospecting is a weekly job, Premium is the sensible tier; the Basic plan runs out of credits quickly once you add enrichment. | Pro is the only option short of Enterprise, so use the 14-day trial to run one real job end to end and watch the credit meter. If it comes in under 20,000 credits a month, you are set. | Try the Free plan for a week to get a feel for how many credits a real task uses, then move to the $20 Pro tier. Only go higher if you run out most months or you want it to publish websites for you. |
Key features
| Attribute | Bardeen | Gumloop | Manus |
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Pros and cons
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Who each one is for
| Attribute | Bardeen | Gumloop | Manus |
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How we compare
Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability. The "Visit" buttons may use affiliate links, which never affect a score.
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