nova-act vs Gumloop

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Data last refreshed August 2026

nova-act

Amazon

Nova Act is an AWS service for building and deploying highly reliable AI agents that automate UI-based workflows at scale.

Free

69% verification coverage

Gumloop

AgentHub Inc.

Build AI agents for work — no-code automation

Freemium

75% verification coverage

Trust & Reliability

nova-act

Customers (per vendor):PGA TOUR, Hertz, 1Password +2

GDPR

SOC 2

HIPAA

Gumloop

Uptime:100%Status page

Users:10K-100K

Customers (per vendor):Shopify, Instacart, Gusto +4

GDPR

SOC 2

HIPAA

Overall Winner: Gumloop

7.0/10 vs nova-act at 5.0/10

Leads in:

Integration

Planning Quality

Ease of Use

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

nova-act

5.0

avg score

Gumloop

7.0

avg score

Gumloop leads overall — particularly in Ease of Use and Integration and 1 more.

Based on 7 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Overall Winner

Gumloop

7.0 / 10

nova-act

Best For

Developers building production UI automation workflows

Teams automating repetitive browser tasks at scale

Gumloop

Best For

Enterprise sales teams automating pipeline research and CRM hygiene

Marketing teams streamlining SEO, content creation, and ad campaign management

Operations teams answering data warehouse questions without SQL

Customer support teams triaging issues and spotting patterns across reports

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

nova-act is best for

🤖Automation & Agents6.0

Gumloop is best for

🤖Automation & Agents7.4💻Coding & Dev7.0💬Chat & Conversation7.0

Filter by your use case:

Limitations

nova-act

Cons

Not available in all locations (Research Preview)

Gumloop

Cons

No cons listed yet.

Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5

Customization5

Support5

Integration5

Compliance & Data Protection5

Performance5

Planning Quality5

Dimension Comparison

nova-act

5.0

/ 10

Gumloop

7.0

/ 10

Clear winner

Dimension Breakdown

Ease of Use

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

nova-act

3.0

Gumloop

6.0▲ +3.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

nova-act

8.0

Gumloop

8.0

Support

How strong is the documentation, customer support, community, and learning resources?

nova-act

5.0

Gumloop

6.0▲ +1.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

nova-act

4.0

Gumloop

10.0▲ +6.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, counted from ten verified signals: SOC 2 Type II, GDPR compliance, HIPAA, WCAG AA/AAA, PII redaction, licensed-only training, a published sub-processor list, a downloadable DPA, not training on user data, and a documented deletion path

nova-act

5.0

Gumloop

6.0▲ +1.0

Performance

Calculated

Latency + throughput speed

nova-act

5.0

Gumloop

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

nova-act

5.0

Gumloop

8.0▲ +3.0

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

nova-act

Task

Gumloop

7.0

Workflow Building

8.0

3.0

Trigger Variety

8.0

6.0

Action Library

9.0

6.0

Error Handling

5.0

2.0

Scheduling Capability

8.0

6.0

Conditional Logic

6.0

Api Connectivity

9.0

8.0

Monitoring Logging

9.0

7.0

Multi Step Chains

8.0

Autonomous Execution

8.0

3.0

Agent Coordination

7.0

3.0

Task Delegation

8.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

What are the main differences between nova-act and Gumloop?

nova-act — "Nova Act is an AWS service for building and deploying highly reliable AI agents that automate UI-based workflows at scale". Gumloop — "Build AI agents for work — no-code automation". The Features section on this page compares them side by side.

Who is nova-act best for compared with Gumloop?

nova-act is best for Developers building production UI automation workflows; and for Teams automating repetitive browser tasks at scale. Gumloop is best for Enterprise sales teams automating pipeline research and CRM hygiene; and for Marketing teams streamlining SEO, content creation, and ad campaign management.

How does the pricing of nova-act compare with Gumloop?

nova-act is free to use. Gumloop is freemium, includes a free plan, paid plans start at $37/month. Always verify current pricing with the vendor.

Does nova-act or Gumloop have a free plan?

nova-act is free to use. Gumloop has a free plan. Always verify current pricing with the vendor.

Do nova-act and Gumloop offer an API?

nova-act offers a public API. Gumloop offers a public API.

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