Gumloop Pricing 2026: Plans, Credits, and Whether It Is Worth It

Gumloop costs $37 per month on its public Pro plan, while Enterprise deployments require a custom contract.

At Layer3Labs, we build and run automated data pipelines for small and mid-sized businesses, and we evaluate workflow automation tools based on execution volume rather than seat counts. Gumloop uses a drag-and-drop node canvas that connects AI models with web scraping, file parsing, and data operations.

The prices below reflect Gumloop's public pricing page as of September 2026 and can change over time, so verify current terms on the official Gumloop pricing page at https://www.gumloop.com/pricing.

How Much Does Gumloop Cost? Quick Answer

Gumloop pricing is straightforward today because Gumloop lists only one self-serve paid tier alongside custom enterprise contracts. The Pro plan costs $37 per month and includes 20,000 monthly credits, 5 concurrent workflow runs, and 25 concurrent agent chats.

Both plans include unlimited team seats. You do not pay extra fees per user, which means your entire operations team can collaborate on the same workflow canvas without inflating your monthly software invoice.

Enterprise tiers require a custom sales quote. That tier adds custom credit allocations, custom concurrency thresholds, single sign-on via SCIM and SAML, dedicated Slack support channels, and credit rollover privileges.

If you want to test Gumloop before committing budget, Gumloop provides a 14-day free trial on the Pro tier.

Gumloop Pricing Plans Compared: Pro vs Enterprise

Gumloop maintains a simplified pricing structure on its live website. Rather than spreading features across four or five confusing subscription tiers, Gumloop currently divides access into a single self-serve tier and an enterprise engagement.

The Pro plan serves individual operators, growth hackers, and small business operations teams building automated data flows. The Enterprise tier serves larger organizations that require strict identity management, high pipeline concurrency, and contractually guaranteed support.

The standout structural benefit on both plans is the inclusion of unlimited team seats. Most automation tools charge per seat, which punishes teams for sharing workflows. Gumloop meters consumption by execution credits and concurrent runs instead.

• Pro, $37/mo · Best for: SMB ops, growth teams, and pipeline builders · Limits: 20,000 credits/mo, 5 concurrent runs, 25 concurrent agent chats, unlimited seats, 14-day trial.
• Enterprise, custom quote · Best for: high-volume data processors and regulated companies · Limits: custom credits/mo, custom concurrency, unlimited seats, SCIM/SAML SSO, dedicated Slack channel, credit rollover.

How Gumloop Credits and Concurrent Runs Work

Gumloop meters your account using two distinct constraints: monthly credits and real-time concurrency. Understanding both metrics prevents your automated workflows from pausing unexpectedly in the middle of a business day.

Credits represent the processing fuel consumed by each node in a workflow. Complex steps like running multimodal language models, scraping dynamic web pages, or parsing dense PDF documents consume more credits than basic conditional filters or text formatting nodes. On the Pro plan, unused credits do not roll over to the following month. Any unused balance expires at the end of each thirty-day billing cycle. Enterprise contracts are the only plans where unused credits roll over.

Secondary analysis from third-party ecosystem reviews such as Zapier and Lindy comparisons suggests that of the 20,000 monthly credits on Pro, approximately 7,400 represent the base allocation while roughly 12,600 represent a promotional allowance. While Gumloop lists the unified total of 20,000 credits on its public page, this breakdown highlights that promotional credit bundles may adjust over time.

Concurrency limits how many workflows can run simultaneously. Pro grants 5 concurrent workflow executions and 25 concurrent agent chats. If your systems trigger 10 pipeline webhooks at the exact same second, 5 jobs will execute immediately while the remaining 5 sit in a queue waiting for execution slots to open up. For chat interactions, the 25-concurrency ceiling allows teams to embed conversational agents without blocking background data pipelines.

• Credit allowance: 20,000 credits per month on Pro, with custom credit limits on Enterprise.
• Rollover rules: Pro credits do not roll over; Enterprise credits allow balance rollover.
• Workflow concurrency: Pro caps simultaneous pipeline runs at 5 concurrent jobs.
• Agent chat concurrency: Pro provides a dedicated ceiling of 25 simultaneous chat interactions.
• Execution queues: excess webhook triggers queue automatically behind the concurrency cap.

What Happened to Gumloop Free and Team Tiers

Gumloop previously offered different tiers that no longer appear on the live pricing page. Search results and older review articles often cite a permanent Free plan and a mid-market Team plan, which creates confusion for prospective buyers.

Older software directories and user discussions referenced a Free tier that supplied 2,000 credits per month and 2 concurrent runs. Historical write-ups also documented a Team tier priced around $244 per month that provided 60,000 credits. Neither tier is listed on the current Gumloop pricing page.

Gumloop has consolidated its self-serve offering into the single $37 per month Pro plan. If you are looking for free access to evaluate the builder, you must use the 14-day Pro trial rather than relying on a permanent zero-dollar account. If your team requires more than 20,000 credits, you must contact Gumloop sales directly for an Enterprise agreement.

Is Gumloop Worth It? Verdict by Workload

Gumloop delivers strong return on investment for small and mid-sized operations teams that need to chain AI reasoning steps with real-world web data. The combination of node-based pipeline logic and drag-and-drop web scraping replaces multiple fragile point solutions.

For solo operators and growth marketers, the $37 monthly investment pays for itself quickly if you automate recurring research, social listening, or lead qualification. At roughly $1.23 per day, 20,000 credits provide ample room to run hundreds of multi-step enrichment flows each month.

For operational teams handling internal business workflows, unlimited seats provide a clear cost advantage. A four-person operations group pays a flat $37 per month total, which works out to less than $10 per user. Traditional automation tools that charge $20 to $50 per seat become far more expensive as your team expands.

Who Gumloop is not for: Gumloop is not suitable for engineering teams processing millions of raw API events daily, where custom Python scripts running on serverless infrastructure cost a fraction of node-based credits. It is also unnecessary for simple single-trigger tasks, such as sending a Slack ping when a Google Form submits, where standard tools handle the trigger without credit burn.

What would change our answer: If Gumloop introduces per-seat pricing or reduces the Pro monthly credit grant below 10,000 credits without lowering the price, alternative workflow tools would offer better economics.

How to Control Gumloop Credit Consumption

Because Gumloop meters consumption by execution credits, inefficient node structures will deplete your monthly allowance ahead of schedule. Careful workflow construction keeps your credit consumption low without sacrificing pipeline output.

Test your pipelines against single sample records before unleashing batch runs. Running a batch file containing 500 leads through an untested loop can consume thousands of credits on malformed prompts or broken outputs. Validate the output on record one, refine the prompt, and then trigger the full dataset.

Filter data early in your pipeline. Place basic logical check nodes ahead of expensive AI model nodes. If a scraped company website lacks an active careers page or an executive team listing, terminate the workflow immediately instead of passing empty text into an AI extraction node.

Separate background batch pipelines from customer-facing agent chats. Keep in mind that Pro provides 25 concurrent chat slots alongside 5 workflow execution slots, allowing conversational agents to operate smoothly without competing for background batch capacity.

• Test workflows using single-item payloads before executing large CSV batch uploads.
• Position logical conditional filters early to drop invalid records before calling AI nodes.
• Schedule large scraping jobs during off-peak windows to keep concurrency slots open.
• Prune redundant web scraping steps by caching website data when running multiple tests.
• Review your remaining credit balance weekly to adjust execution frequency before month-end.

How to Evaluate the 14-Day Gumloop Trial

Gumloop offers a 14-day trial of the Pro plan, providing full access to test its node environment and credit burn rates before any billing occurs. Make the most of this window by testing your most complex pipeline immediately.

Do not spend your trial building trivial test flows. Pick one mission-critical data process that currently takes hours of manual human effort, such as extracting structured financial tables from PDF reports or auditing competitor pricing across dozens of websites.

Measure how many credits that specific workflow burns per successful execution. Multiply that figure by your expected monthly transaction volume. That simple calculation will tell you whether the 20,000 Pro credit allowance covers your baseline or whether your volume requires custom Enterprise capacity.

To begin testing your pipelines, activate the 14-day trial on the Gumloop pricing page at https://www.gumloop.com/pricing.