Amp vs Reflect

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

Data last refreshed August 2026

Amp

Amp Frontier Corporation

The frontier coding agent — web, terminal & phone

Freemium

83% verification coverage

Reflect

SmartBear Software

AI-Powered UI Testing for Application Integrity

Paid

68% verification coverage

Trust & Reliability

Amp

Uptime:99.40% (90-day)Status page

Users:1M-10M

Customers (per vendor):Intel, Westpac, Indeed +7

SOC 2

Reflect

Uptime:100%Status page

Customers (per vendor):Crossbeam, MDLIVE, monday.com +3

GDPR

SOC 2

Too Close to Call

Reflect (6.0) vs Amp (5.7) — difference of 0.3 points

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

AI Comparison Summary

Amp

5.7

avg score

Reflect

6.0

avg score

Both tools score very similarly overall — the best choice depends on your specific priorities.

Based on 7 dimensions

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

Too close to call — it's a tie

Amp

Best For

Developers running several long-lived agents in parallel without local worktrees or port conflicts

Teams that want agents to wake on outside events like a new Linear issue or CI failing on main

Developers who want to review agent changes and preview the running app from any device

Teams collaborating on the same agent session together via multiplayer orbs

Reflect

Best For

Functional Testers building regression tests without coding

Teams scaling test coverage for AI development

Developers needing comprehensive bug reproduction steps

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

Amp is best for

✍️Writing & Content9.0💬Chat & Conversation9.0🔍Research9.0

Reflect is best for

🤖Automation & Agents5.2📊Data & Analytics5.0💻Coding & Dev3.7

Filter by your use case:

Limitations

Amp

Cons

No cons listed yet.

Reflect

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

Amp

5.7

/ 10

Reflect

6.0

/ 10

Your pick

Dimension Breakdown

Ease of Use

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

Amp

3.0

Reflect

8.0▲ +5.0

Customization

Calculated

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

Amp

7.0▲ +1.0

Reflect

6.0

Support

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

Amp

5.0

Reflect

6.0▲ +1.0

Integration

Calculated

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

Amp

7.0▲ +1.0

Reflect

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

Amp

4.0

Reflect

6.0▲ +2.0

Performance

Calculated

Latency + throughput speed

Amp

5.0

Reflect

5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

Amp

9.0▲ +4.0

Reflect

5.0

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

Amp

Task

Reflect

1.0

Code Completion

1.0

9.0

Bug Detection

5.0

9.0

Code Explanation

1.0

9.0

Refactoring

1.0

8.0

Test Generation

8.0

Multi Language Support

2.0

9.0

Context Understanding

3.0

7.0

Documentation Generation

2.0

6.0

Performance Optimization

1.0

5.0

Security Scanning

1.0

8.0

Workflow Building

6.0

8.0

Trigger Variety

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 Amp and Reflect?

Amp — "The frontier coding agent — web, terminal & phone". Reflect — "AI-Powered UI Testing for Application Integrity". The Features section on this page compares them side by side.

Who is Amp best for compared with Reflect?

Amp is best for Developers running several long-lived agents in parallel without local worktrees or port conflicts; and for Teams that want agents to wake on outside events like a new Linear issue or CI failing on main. Reflect is best for Functional Testers building regression tests without coding; and for Teams scaling test coverage for AI development.

How does the pricing of Amp compare with Reflect?

Amp is freemium, includes a free plan, paid plans start at $20/month. Reflect is paid, offers a free trial. Always verify current pricing with the vendor.

Does Amp or Reflect have a free plan?

Amp has a free plan. Reflect lists no free plan and offers a free trial. Always verify current pricing with the vendor.

Do Amp and Reflect offer an API?

Amp offers a public API. Reflect offers a public API.

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