Side-by-side comparison · Automation & Workflows
Gumloop vs Parabola vs UiPath
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
Pick it if: Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.
Pick it if: Operations and finance teams at ecommerce and logistics businesses who live in spreadsheets.
Pick it if: Operations and IT teams at mid-size and large companies automating high-volume back-office processes.
Overview
| Attribute | Gumloop | Parabola | UiPath |
|---|---|---|---|
| In one line | Build AI agents that research, scrape and enrich data across your work apps. | Automates messy operations data jobs like reconciliations, reports and invoice audits. | Enterprise automation that runs software robots and AI agents across business apps. |
| Pricing model | Freemium | Freemium | Freemium |
| Starting price | From $37/mo | Free | From $25/mo |
| Free plan | No | Yes | Yes |
| Works with Claude Code | Yes | No | Yes |
Rating breakdown
Our scores out of 5. The higher bar in each row is highlighted.
| Attribute | Gumloop | Parabola | UiPath |
|---|---|---|---|
| Overall rating | 3.9 | 4.0Winner | 3.9 |
| Ease of useHow quickly someone non-technical gets value from it. | 4.0 | 3.5 | 3.0 |
| FeaturesHow completely it covers its own job, and how well the pieces fit together. | 4.0 | 4.5 | 5.0 |
| Output qualityHow good the results are before you fix them. | 4.0 | 4.5 | 4.5 |
| 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. | 4.0 | 4.0 | 4.0 |
Feature comparison
A tick means it does this today. A dash means we haven't checked.
| Attribute | Gumloop | Parabola | UiPath |
|---|---|---|---|
| Access & platform | |||
| Free plan | No | Yes | Yes |
| Mobile app | No | – | – |
| Desktop app | No | – | Yes |
| Browser extension | 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 | Yes |
| AI abilities | |||
| Works with your files | Yes | Yes | Yes |
| Understands images | Yes | – | Yes |
| Makes images | – | No | No |
| Makes video | No | No | No |
| Writes code | Yes | – | Yes |
| Runs agents or automations | Yes | Yes | Yes |
| Learns your brand or style | Yes | – | – |
| Works in many languages | – | – | – |
| Capabilities score | 10/ 17 | 6/ 17 | 12/ 17 |
Pricing
Plans as listed on each vendor's site when we last checked. Confirm before you buy.
| Attribute | Gumloop | Parabola | UiPath |
|---|---|---|---|
| Plans | ProOur pick From $37/mo Anyone who wants AI doing the research and data work. | BasicOur pick Free One person automating their own reports. | Community Free Learning and small personal or community projects. |
Enterprise Custom Companies that need security controls and a private cloud. | Business Custom Operations and finance teams. | Basic From $25/mo Simple personal automations. | |
StandardOur pick Custom (60-day free trial) Businesses running automations in production. | |||
Enterprise Custom Large organisations with strict security needs. | |||
| Which plan to pick | 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. | Start on the free Basic plan to rebuild one report you do every week. If the team needs to share and govern Flows, ask for a Business proof of concept, which is free if it doesn't prove value. | Learn on Community. If you are automating real business processes, Standard is where agents and document extraction open up; use the 60-day trial to prove one process before signing. UiPath says the Basic plan is being reworked. |
Key features
| Attribute | Gumloop | Parabola | UiPath |
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Pros and cons
| Attribute | Gumloop | Parabola | UiPath |
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Who each one is for
| Attribute | Gumloop | Parabola | UiPath |
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Questions people ask
Which is better, Gumloop, Parabola or UiPath?
Parabola scores highest overall in our ratings (Gumloop 3.9/5, Parabola 4.0/5 and UiPath 3.9/5). Gumloop is best for website scraping and research and lead enrichment and scoring. Parabola is best for inventory and order reconciliation and shipping and parcel invoice audits. UiPath is best for automating old desktop and legacy systems and invoice and document processing at volume.
Which is cheaper, Gumloop, Parabola or UiPath?
Gumloop: There's no free plan. Paid plans start at From $37/mo. Parabola: It's free to use. UiPath: There's a free plan, and paid plans start at From $25/mo.
Which is easier to use, Gumloop, Parabola or UiPath?
Gumloop rates highest for ease of use in our scores. Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.
How we compare
Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.
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