Side-by-side comparison · Automation & Workflows
Composio vs Gumloop vs Zapier
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: People who already use Claude or ChatGPT every day and want it to act in their business apps, plus developers building agents that need app access.
Pick it if: Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.
Pick it if: Anyone who's sick of copying data between apps and has never written a line of code.
Overview
| Attribute | Composio | Gumloop | Zapier |
|---|---|---|---|
| In one line | Plug Claude or ChatGPT into 1,500+ apps so it can send the email, not just draft it. | Build AI agents that research, scrape and enrich data across your work apps. | When something happens in one app, Zapier does the next step in another. No code needed. |
| Pricing model | Freemium | Freemium | Freemium |
| Starting price | $29/mo | From $37/mo | From $19.99/mo |
| Free plan | Yes | No | Yes |
| Works with Claude Code | Yes | Yes | Yes |
Rating breakdown
Our scores out of 5. The higher bar in each row is highlighted.
| Attribute | Composio | Gumloop | Zapier |
|---|---|---|---|
| Overall rating | 4.2 | 3.9 | 4.2 |
| Ease of useHow quickly someone non-technical gets value from it. | 4.0 | 4.0 | 5.0 |
| FeaturesHow completely it covers its own job, and how well the pieces fit together. | 4.5 | 4.0 | 4.5 |
| Output qualityHow good the results are before you fix them. | 4.0 | 4.0 | 4.0 |
| Value for moneyWhat you get for the price, including the free plan. | 4.5 | 3.5 | 3.0 |
| Speed & reliabilityHow fast it is and how often it falls over. | 4.0 | 4.0 | 4.5 |
Feature comparison
A tick means it does this today. A dash means we haven't checked.
| Attribute | Composio | Gumloop | Zapier |
|---|---|---|---|
| Access & platform | |||
| Free plan | Yes | No | Yes |
| Mobile app | No | No | – |
| Desktop app | No | No | No |
| Browser extension | No | Yes | Yes |
| API access | Yes | 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 | No | Yes | Yes |
| Understands images | – | Yes | – |
| Makes images | No | – | No |
| Makes video | No | No | No |
| Writes code | No | Yes | Yes |
| Runs agents or automations | Yes | Yes | Yes |
| Learns your brand or style | No | Yes | No |
| Works in many languages | No | – | – |
| Capabilities score | 6/ 17 | 10/ 17 | 9/ 17 |
Pricing
Plans as listed on each vendor's site when we last checked. Confirm before you buy.
| Attribute | Composio | Gumloop | Zapier |
|---|---|---|---|
| Plans | HobbyOur pick Free Individuals connecting their own assistant to their own apps. | ProOur pick From $37/mo Anyone who wants AI doing the research and data work. | Free Free Testing one or two simple automations. |
Pro $29/mo Teams, or products with real users calling tools. | Enterprise Custom Companies that need security controls and a private cloud. | ProfessionalOur pick From $19.99/mo billed yearly, or $29.99/mo One person running real automations for a business. | |
Enterprise Custom Companies with security reviews and high volume. | Team From $69/mo billed yearly, or $103.50/mo A team that shares Zaps and app connections. | ||
Enterprise Custom Large companies with security and compliance needs. | |||
| Which plan to pick | If you are connecting your own Claude or ChatGPT to your own apps, Hobby is all you need. Move to Pro when a team or a product of yours starts using it, so usage keeps running past the free cap instead of pausing until next month. | 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 Free to confirm your apps connect, then move to Professional on yearly billing. Buy the smallest task tier and let Zapier tell you when you are close to the limit, because it is easy to overestimate how many tasks you need. |
Key features
| Attribute | Composio | Gumloop | Zapier |
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Pros and cons
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Who each one is for
| Attribute | Composio | Gumloop | Zapier |
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Questions people ask
Which is better, Composio, Gumloop or Zapier?
They tie on our overall rating (Composio 4.2/5, Gumloop 3.9/5 and Zapier 4.2/5). Composio is best for Letting Claude act in Gmail, Slack and your CRM and one connector instead of dozens of MCP servers. Gumloop is best for website scraping and research and lead enrichment and scoring. Zapier is best for sending form submissions to spreadsheets and new lead alerts in Slack or email.
Which is cheaper, Composio, Gumloop or Zapier?
Composio: There's a free plan, and paid plans start at $29/mo. Gumloop: There's no free plan. Paid plans start at From $37/mo. Zapier: There's a free plan, and paid plans start at From $19.99/mo.
Which is easier to use, Composio, Gumloop or Zapier?
Zapier rates highest for ease of use in our scores. Anyone who's sick of copying data between apps and has never written a line of code.
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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