Cogram vs Gumloop

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

Data last refreshed August 2026

Cogram

Cogram Inc.

AI-native tools for architects and engineers to deliver projects.

Paid

78% verification coverage

Gumloop

AgentHub Inc.

Build AI agents for work — no-code automation

Freemium

75% verification coverage

Trust & Reliability

Cogram

Customers (per vendor):Alliiance, PBK Architects, TVS Design +7

GDPR

SOC 2

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 Cogram at 5.7/10

Leads in:

Integration

Customization

Planning Quality

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

AI Comparison Summary

Cogram

5.7

avg score

Gumloop

7.0

avg score

Gumloop leads overall — particularly in Customization 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

Cogram

Best For

Architects and engineers delivering complex projects

Designers and consultants managing project documentation

General and specialty contractors streamlining administrative tasks

Firms seeking to automate email management and meeting minutes

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

Cogram is best for

💬Chat & Conversation8.0💻Coding & Dev7.0🤖Automation & Agents5.0

Gumloop is best for

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

Filter by your use case:

Limitations

Cogram

Cons

No AI models are trained on customer data
MCP server is read-only; cannot create, change, or delete anything in Cogram (Docs-MCP page)
MCP server access is off by default and requires admin activation (Docs-MCP page)
Rate limit of 50 requests per minute per connected application for MCP server (Docs-MCP page)

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

Cogram

5.7

/ 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?

Cogram

6.0

Gumloop

6.0

Customization

Calculated

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

Cogram

6.0

Gumloop

8.0▲ +2.0

Support

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

Cogram

6.0

Gumloop

6.0

Integration

Calculated

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

Cogram

6.0

Gumloop

10.0▲ +4.0

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

Cogram

6.0

Gumloop

6.0

Performance

Calculated

Latency + throughput speed

Cogram

5.0

Gumloop

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Cogram

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

Cogram

Task

Gumloop

5.0

Workflow Building

8.0

5.0

Trigger Variety

8.0

5.0

Action Library

9.0

4.0

Error Handling

5.0

6.0

Scheduling Capability

8.0

3.0

Conditional Logic

6.0

Api Connectivity

9.0

6.0

Monitoring Logging

9.0

4.0

Multi Step Chains

8.0

5.0

Autonomous Execution

8.0

Note Organization

4.0

5.0

Document Editing

6.0

* 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 Cogram and Gumloop?

Cogram — "AI-native tools for architects and engineers to deliver projects". Gumloop — "Build AI agents for work — no-code automation". The Features section on this page compares them side by side.

Who is Cogram best for compared with Gumloop?

Cogram is best for Architects and engineers delivering complex projects; and for Designers and consultants managing project documentation. 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 Cogram compare with Gumloop?

Cogram is paid, includes a free plan, paid plans start at $79/month, offers a free trial. Gumloop is freemium, includes a free plan, paid plans start at $37/month. Always verify current pricing with the vendor.

Does Cogram or Gumloop have a free plan?

Cogram has a free plan and offers a free trial. Gumloop has a free plan. Always verify current pricing with the vendor.

Do Cogram and Gumloop offer an API?

Cogram offers a public API. Gumloop offers a public API.

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