Comparison · June 2026
Rills vs Gumloop
How Gumloop and Rills differ on AI oversight, pricing, and mobile approvals.
Gumloop puts AI at the center of every flow, then runs it unsupervised once triggered and bills credits for each AI call. Rills keeps the AI but adds the missing step: the agent proposes, you approve from your phone, and the logic around it never costs credits.
- Gumloop runs AI flows unsupervised; Rills makes the agent ask before consequential actions
- Gumloop burns credits per AI call; Rills meters only high-value actions, logic is free
- Switch if you want a confidence-scored mobile queue on AI output, not autopilot
Pick Rills if you want AI agents that propose and wait, with confidence scoring, a mobile approval queue, and free logic instead of a credit per model call.
Pick Gumloop if you want an AI-native canvas for scraping, enrichment, and content flows and are fine running them unsupervised.
Queue 3
Email AI-scored leads
Batch: 140 leads scored 'hot' by the model
Template: founder intro v3
Confidence trending up: 72% → 85% over last 20 approvals
0 approved0 rejected
Why operators choose Rills over Gumloop
- AI-native, but unsupervised. Gumloop's flows run the moment they trigger; a hallucinated email or a wrong score is sent before you see it. Rills makes consequential AI actions wait for one swipe.
- Every AI call burns credits. A standard call is ~2 credits and an advanced call ~20, supervised or not. Rills meters high-value actions only and keeps logic free.
- No confidence learning loop. Gumloop won't learn which AI outputs you trust; Rills scores each execution and stops asking about the safe ones over time.
- Mobile-first review. Clear AI proposals from your phone in seconds rather than monitoring a desktop canvas after the fact.
Full comparison
Pricing model
- Rills
- Base subscription from $29/month plus included workflow & AI credits; logic & approvals free
- Gumloop
- Credit-based: Pro $37/mo (20% off annual) for 20,000+ credits/mo; a standard AI call runs ~2 credits and an advanced call ~20
Free / entry
- Rills
- Free trial; paid plans from Hobby tier (see rills.ai/pricing for tiers and included credits)
- Gumloop
- Free: 5,000 credits/mo, 1 seat, 2 concurrent runs (gumloop.com/pricing)
AI capabilities
- Rills
- Native AI agents with confidence scoring that learns from approvals
- Gumloop
- AI-native: GPT / Claude nodes are the core of every flow, but the flow runs unsupervised once triggered and each AI call burns credits
Human oversight
- Rills
- Built-in mobile approval queue; $0 while paused for review
- Gumloop
- Human-input and 'ask AI' steps live inside the canvas; no confidence-scored, phone-first approval queue on the actions that matter
Integrations
- Rills
- Growing catalog (focused on common business tools)
- Gumloop
- 100+ integrations plus custom nodes and scrapers
Mobile experience
- Rills
- Approval queue designed for mobile review
- Gumloop
- Desktop-first visual canvas; no dedicated mobile approval queue
Best for
- Rills
- Teams that want AI to propose actions but humans to stay in the loop
- Gumloop
- Marketing and ops teams building AI-heavy scraping, enrichment, and content flows
| Compare | RillsAI automation with human oversight | GumloopAI-native no-code automation |
|---|---|---|
| Pricing model | Base subscription from $29/month plus included workflow & AI credits; logic & approvals free | Credit-based: Pro $37/mo (20% off annual) for 20,000+ credits/mo; a standard AI call runs ~2 credits and an advanced call ~20 |
| Free / entry | Free trial; paid plans from Hobby tier (see rills.ai/pricing for tiers and included credits) | Free: 5,000 credits/mo, 1 seat, 2 concurrent runs (gumloop.com/pricing) |
| AI capabilities | Native AI agents with confidence scoring that learns from approvals | AI-native: GPT / Claude nodes are the core of every flow, but the flow runs unsupervised once triggered and each AI call burns credits |
| Human oversight | Built-in mobile approval queue; $0 while paused for review | Human-input and 'ask AI' steps live inside the canvas; no confidence-scored, phone-first approval queue on the actions that matter |
| Integrations | Growing catalog (focused on common business tools) | 100+ integrations plus custom nodes and scrapers |
| Mobile experience | Approval queue designed for mobile review | Desktop-first visual canvas; no dedicated mobile approval queue |
| Best for | Teams that want AI to propose actions but humans to stay in the loop | Marketing and ops teams building AI-heavy scraping, enrichment, and content flows |
When to choose Rills
- You want AI agents that propose actions with confidence scoring, no constant monitoring
- You want a mobile approval queue and $0 cost while workflows wait for review
- You prefer free logic and approvals over a credit charged on every AI call
- You want workflows that learn from your decisions, reducing manual approvals over time
When to choose Gumloop
- You want an AI-native canvas purpose-built for scraping, enrichment, and content
- You're comfortable running AI flows unsupervised once they're triggered
- You optimize credit usage per node and don't need a separate logic-is-free model
- You don't need a phone-first approval queue or a confidence learning loop
Pricing comparison
Rills
Base subscription from $29/month plus included workflow & AI credits; logic & approvals free
- Hobby $29/month: 10,000 workflow credits & 1,000 AI credits/mo (included)
- Professional $99/month: 50,000 workflow & 5,000 AI credits/mo
- Business $349/month: 200,000 workflow & 20,000 AI credits/mo
- Human approvals and workflow logic never consume credits
- $0 while workflows are paused awaiting approval
- Enterprise: custom pricing and credit pools (see /pricing)
Gumloop
Credit-based: Pro $37/mo (20% off annual) for 20,000+ credits/mo; a standard AI call runs ~2 credits and an advanced call ~20
- Free: 5,000 credits/mo, 1 seat, 2 concurrent runs (gumloop.com/pricing)
- Pro $37/mo (20% off annual): 20,000+ credits/mo, unlimited seats
- A standard AI call runs ~2 credits and an advanced call ~20, supervised or not
- Enterprise: custom credits, SSO/SCIM, and private infrastructure
On Gumloop a flow that makes a few advanced AI calls can spend 60-plus credits per run, every call metered. On Rills the branching and approvals in that workflow are free; you spend AI credits only on the model calls you actually run, and the workflow costs $0 while it waits for your approval.
Sources, verified June 2026: Rills pricing · Gumloop pricing
Rills puts a human between the model and the irreversible action. Consequential AI output waits for one swipe, the logic around it runs free instead of metering every call, and confidence scoring learns which proposals are safe to stop showing you.
Frequently asked questions
Is Rills a good Gumloop alternative?
If you like Gumloop's AI-native flows but want a real approval step on the AI output that matters, Rills fits. Rills adds confidence-scored proposals and a mobile approval queue in front of consequential AI actions, rather than running every flow unsupervised once it triggers.
How does Rills pricing compare to Gumloop's credits?
Gumloop meters credits per AI call, roughly 2 for a standard call and 20 for an advanced one, supervised or not. Rills separates workflow credits from AI credits, never charges for logic or approvals, and a paused workflow costs $0. See rills.ai/pricing for current tiers.
Does Gumloop have an approval queue and confidence scoring?
Gumloop offers human-input and 'ask AI' steps inside the canvas, but not a confidence-scored, phone-first approval queue. Rills provides both, with the approval queue as the core product surface and confidence scoring tied to every decision.
Can Rills do AI scraping and enrichment like Gumloop?
Rills runs AI agents and supports custom code for enrichment-style work, with a human approval at the points you choose. If your priority is a purpose-built canvas for high-volume scraping and content generation, Gumloop may suit those flows better today; if your priority is supervised AI execution, Rills is the closer fit.
Does Rills have a mobile approval queue?
Yes. The mobile approval queue is the core of Rills. You review and approve proposed AI actions from your phone in about five seconds, and confidence scoring learns which calls it can stop showing you.
Approve from your phone. Pause without paying.
14-day trial, no card. Plug in one workflow, watch it ask before it acts.
No credit card to start. Cancel anytime, export your data, no lock-in.
Compare Rills with other tools
Automation products change tiers often. Confirm current limits and prices on each vendor's site before you buy.
Last updated: June 2026
Gumloop is a trademark of its respective owners. Rills is not affiliated with or endorsed by any of these companies. Product information was accurate as of the date shown and may have changed. Visit each product's website for current pricing and features.