Lumen vs Factory AI

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

Data last refreshed August 2026

Lumen

Buildt AI Limited

The coding model that actually gets it — specialist coding AI (Cosine)

Freemium

73% verification coverage

Factory AI

The San Francisco AI Factory Inc.

Agent-native software development

Paid

78% verification coverage

Trust & Reliability

Lumen

Trust data not available yet

Factory AI

Uptime:99.97%Status page

Customers (per vendor):Comarch, You.com, Chainguard +7

GDPR

SOC 2

HIPAA

Overall Winner: Factory AI

6.9/10 vs Lumen at 4.3/10

Leads in:

Support

Planning Quality

Compliance & Data Protection

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

AI Comparison Summary

Lumen

4.3

avg score

Factory AI

6.9

avg score

Factory AI leads overall — particularly in Customization and Support and 2 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

Factory AI

6.9 / 10

Lumen

Best For

Engineering teams in highly regulated industries needing secure, air-gapped AI coding capabilities

Organizations working with legacy systems and niche programming languages like COBOL or Fortran

Enterprise development teams requiring production-quality code generation and complex architecture reasoning

Software development teams seeking to improve code quality and accelerate development cycles in secure environments

Factory AI

Best For

Enterprise engineering teams automating the full SDLC without compromising security

Regulated enterprises needing zero data retention, SSO and SAML/SCIM provisioning

AI labs building and deploying models that need accelerated day-0 launches

Global systems integrators looking to unify engineering context and accelerate feature delivery

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

Lumen is best for

✍️Writing & Content8.0💬Chat & Conversation8.0🔍Research8.0

Factory AI is best for

✍️Writing & Content8.0💬Chat & Conversation7.5🤖Automation & Agents7.2

Filter by your use case:

Limitations

Lumen

Cons

No cons listed yet.

Factory AI

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

Lumen

4.3

/ 10

Factory AI

6.9

/ 10

Clear winner

Dimension Breakdown

Ease of Use

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

Lumen

3.0

Factory AI

3.0

Customization

Calculated

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

Lumen

4.0

Factory AI

7.0▲ +3.0

Support

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

Lumen

4.0

Factory AI

9.0▲ +5.0

Integration

Calculated

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

Lumen

4.0

Factory AI

7.0▲ +3.0

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

Lumen

2.0

Factory AI

8.0▲ +6.0

Performance

Calculated

Latency + throughput speed

Lumen

5.0

Factory AI

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Lumen

8.0

Factory AI

9.0▲ +1.0

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

Lumen

Task

Factory AI

6.0

Code Completion

4.0

6.0

Bug Detection

7.0

6.0

Code Explanation

7.0

8.0

Refactoring

8.0

5.0

Test Generation

8.0

9.0

Multi Language Support

9.0

8.0

Context Understanding

8.0

5.0

Documentation Generation

8.0

5.0

Performance Optimization

5.0

6.0

Security Scanning

7.0

3.0

Log Analysis

5.0

3.0

Api Management

4.0

* 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 Lumen and Factory AI?

Lumen — "The coding model that actually gets it — specialist coding AI (Cosine)". Factory AI — "Agent-native software development". The Features section on this page compares them side by side.

Who is Lumen best for compared with Factory AI?

Lumen is best for Engineering teams in highly regulated industries needing secure, air-gapped AI coding capabilities; and for Organizations working with legacy systems and niche programming languages like COBOL or Fortran. Factory AI is best for Enterprise engineering teams automating the full SDLC without compromising security; and for Regulated enterprises needing zero data retention, SSO and SAML/SCIM provisioning.

How does the pricing of Lumen compare with Factory AI?

Lumen is freemium, includes a free plan, paid plans start at $19/month. Factory AI is paid, paid plans start at $20/month. Always verify current pricing with the vendor.

Does Lumen or Factory AI have a free plan?

Lumen has a free plan. Factory AI lists no free plan. Always verify current pricing with the vendor.

Do Lumen and Factory AI offer an API?

Lumen does not offer an API. Factory AI offers a public API.

Explore Alternatives

Lumen Alternatives

Tools similar to Lumen

Factory AI Alternatives

Tools similar to Factory AI

Compare More AI Tools

Use our comparison tool to compare up to 5 AI tools side-by-side with AI-powered recommendations.