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Gumloop pricing
Gumloop has no public price for 100,000 JavaScript-rendered pages a month; what it does publish, and why that is not a bill, is set out below.
Gumloop is a wider workflow and automation tool for building AI agents that call connectors and a browser, not an API that returns scraped pages.
Checked Oct 12, 2026 on Gumloop's own pricing page
Your workloadType an exact volume, change the success rate or copy a link to this jobEdit
Every available option was priced in advance from published vendor rules. Changing a control only switches between those checked options; nothing is sent anywhere and no account is needed.
Your job
What Gumloop bills you for
What you pay
Gumloop bills agent work (model calls, connector calls and compute minutes), not pages, so a bill for a page job cannot be calculated.
Check Gumloop's pricingEvery Gumloop plan
| Plan | Billed monthly | Billed yearly, per month | Included | Past the allowance | Concurrent requests |
|---|---|---|---|---|---|
| Pro | $37.00 | not offered | 20,000 credits | $5.00 per 1,000 credits | 25 |
About this price and its sources
Gumloop is an AI workflow builder priced in credits: a $37 Pro plan includes 20,000, spent on model calls, tool calls and compute minutes.
How the bill builds up
- Base rateNot publishedNo matching published billing rule
- × JavaScript renderingNot publishedSee the stated assumption in the calculation
- × Premium proxyNot requiredNot part of this workload
- ÷ Success rate1Failed requests are not billed
- = per 1,000 pages keptTotal unknown
Credits and multipliers
JavaScript rendering
Billed failures
Success rate
Concurrency
Free tier
Renews monthly The bill at your volume
100,000 pages per month · No complete published bill
Read the chart as a table
| Volume | Bill | Offer |
|---|---|---|
| 10,000 | No public price | no self-serve plan |
| 25,000 | No public price | no self-serve plan |
| 50,000 | No public price | no self-serve plan |
| 100,000 | No public price | no self-serve plan |
| 250,000 | No public price | no self-serve plan |
| 500,000 | No public price | no self-serve plan |
| 1,000,000 | No public price | no self-serve plan |
Follow each billed unit
-
Successes you want
100,000 pages
Your stated workload. Every vendor on this site is priced against this same number.
- × 1
Attempts you are billed for
100,000 requests
Gumloop does not bill failed fetches, so failures cost nothing here.
- ∅
Cash per month
No public price for this job
See the note above.
Bars share one linear scale across the 2 counted stages, so a multiplier shows as length. Units differ by stage and are labelled. Cash is not on that scale.
What makes it cost more
One page is not always one billed unit. These are Gumloop's published charges for each kind of work; failed requests are not billed.
| Work | Costs | Per | Source |
|---|---|---|---|
| Compute units | 5 credits | browser minute | source |
Limits and terms
What Gumloop publishes beyond the price: the limits a job runs into and the terms that change what a plan is worth. Each line links the page it comes from and the day it was read.
Speed, concurrency and sessions
- On Pro, an agent interaction that arrives while all 25 concurrency slots are busy is rejected (HTTP 429 through the API); Enterprise queues instead. source
Credits, renewal and billing
- Credits do not roll over month to month, except on Enterprise plans. source
- Pro overage is always capped (default 1,000,000 overage credits per billing period) and agents stop once the cap is reached. source
- The 14-day Pro trial requires a card, is a one-time offer per customer and rolls into a paid Pro subscription unless cancelled first. source
No public price. The vendor's published terms do not give a complete price for this job.
What Gumloop does not publish
- Prices for Pro with more than 20,000 credits, if such tiers exist; older tiers in a Gumloop blog post are not on the current pricing page.
- A yearly price.
- The credits included in the 14-day trial.
- Each connector's own charge in one place; it is on that connector's catalog page.
- A credit price per task: the model's share depends on the model chosen and the length of the conversation.
What Gumloop is
Gumloop is a builder for AI agents and automated workflows. An agent can read the web through connectors, Firecrawl among them, or an agent browser, but scraping is one of many things it does, and Gumloop does not sell pages. It is here because people pricing a scraping job compare it with scraping APIs; it answers a different question.
How billing works
Everything is paid in credits, at $0.005 each. Pro costs $37 a month and includes 20,000 credits. A run spends credits in four ways: the model’s own cost converted to credits, 1 credit for each successful connector call plus whatever that connector charges, 5 credits per minute of active compute, and an orchestration fee of 8% (16% if you bring your own model key). Failed connector calls are free. Overage is off until you turn it on; then it bills $0.005 a credit up to a cap you set, and agents stop at the cap.
Before you buy
The 14-day Pro trial needs a card and becomes a paid plan unless cancelled. Unused credits do not roll over, except on Enterprise. Pro runs 25 agent interactions at once across the organisation; the next one is refused with a 429.
Who it suits
Gumloop suits teams automating a workflow in which collecting web data is one step among several. To scrape pages at volume, the connector it calls (a scraping API) is billed on top, so pricing that API directly is the better comparison: the calculator does it for your volume.