MuleRun vs Gumloop
Plans, free access, limits and intended use side by side, taken from each vendor’s own pages. No score and no winner: the facts show where the two differ.
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Watch the usage log, not the plan headline
Inspect the file and the cost of the run
- Free access
- MuleRun: Free access
- Gumloop: Free trial only
- Paid from
- MuleRun: USD 20 per month
- Gumloop: From USD 37 per month; confirm checkout currency and tax
- Plans listed
- MuleRun: 5
- Gumloop: 2
- Public API
- MuleRun: Not confirmed
- Gumloop: Yes
Where MuleRun and Gumloop differ
- AccessMuleRun offers free access, while Gumloop offers a free trial only.
- PlansMuleRun lists 5 plans and Gumloop lists 2.
Head to head
Each value from the tool’s profile and the vendor’s own pages
| MuleRun | Fact | Gumloop |
|---|---|---|
| Access and price | ||
| Free access availableFree · USD 0 | Free accessDiffers | Free trial only |
| USD 20 per monthPlus · billed monthly · or $16 per month, $192 billed yearly | Lowest listed paid plan | From USD 37 per month; confirm checkout currency and taxPro |
| Free daily credits; paid from $16/month billed yearly | Pricing model | Pro from $37/month; card-required trial |
| 5 | Plans listedDiffers | 2 |
| Not confirmed | Public API | Yes |
| Not confirmed | Card to start | Required |
| Not confirmed | Open source | No |
| What it is for | ||
| Delegating multi-step research and file tasks to an AI agent | Built for | Agent tasks that need an inspectable file handoff |
| Automation | CategorySame | Automation |
| Platforms |
|
| Works with |
|
| How current | ||
| Profile sources checked | ||
| Prices confirmed · Sep 29, 2026 | Pricing checkSame | Prices confirmed · Sep 27, 2026 |
Official source check for both tools. No hands-on testing and no score: “Differs” marks a documented difference, not a better tool.
Plans and prices
MuleRun
Prices confirmed · Sep 29, 2026- FreeUSD 0
- PlusUSD 20 per monthbilled monthly · or $16 per month, $192 billed yearly
- SuperUSD 40 per monthbilled monthly · or $32 per month, $384 billed yearly
- ProUSD 200 per monthbilled monthly · or $160 per month, $1,920 billed yearly
- Team and EnterpriseCustom pricing
Gumloop
Prices confirmed · Sep 27, 2026- ProFrom USD 37 per month; confirm checkout currency and tax
- EnterpriseCustom agreement
Strengths and limits
MuleRun
Strengths
- Free credits without a card: Sign-up and daily credits let you try real tasks before paying.
- Failed requests are not billed: The credits FAQ says a failed request is not charged, and Settings > Usage explains each deduction.
- Always-on machine on paid plans: Scheduled and overnight work runs on a persistent cloud computer with daily backups.
Limits to plan around
- Unpredictable cost per task: Credits depend on steps and resources; background tasks or open sessions can keep consuming.
- Broad content license: The terms let the company use inputs and outputs for internal research, service improvement and brand promotion.
- Rigid billing changes: No self-service downgrade or monthly-yearly switch, upgrades do not refund the old plan, and fees are non-refundable.
Gumloop
Strengths
- File-centered handoff: Download and inspect a generated spreadsheet or report outside the chat.
- Detailed consumption model: Separate components make a small pilot easier to diagnose.
- Configurable tool access: Use per-tool or conditional rules when a whole connector needs more precise controls.
Limits to plan around
- No ongoing free plan in this offer: The current Pro trial requires a card and has an expiry.
- Variable run cost: A message can trigger multiple model and tool steps rather than one fixed charge.
- Permissions need setup: Default Always allow does not provide a review step for every external write.
See both products
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Run both tools on the same real task, then compare the result, how much editing it needs and how fast it uses your plan’s allowance.
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Comparing tools from different categories is fine, and often useful — a writing assistant and a research tool solve different halves of the same job. The table will show you exactly where they diverge.
Questions about comparing tools
How does the comparison work?
Add two tools to the comparison tray from any tool card, then open this page. The table pulls each tool's verified plan details, platforms, strengths and limits from its profile, so both columns carry the same kind of evidence, with a separate source-check date for each tool.
Do you declare a winner?
No. The table sets two tools against each other on documented facts, not on a score. Which one wins depends on your task, your budget and your usage volume — three things we cannot see from here.
Why are some cells empty or marked unverified?
Because we could not confirm that detail on the vendor's own pages. Rather than filling the gap with a figure from elsewhere, we mark it and say why on the tool's profile.
Can I compare more than two tools?
Not at once. Two columns keep the differences readable and force a real decision. Remove either selected tool to replace it, or clear both to start a new pair.
Every figure in the table above comes from the linked profile, where the source and the verification date are listed. Browse all tools or read the editorial policy.