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Description

Engineering teams shipping with AI have a new bottleneck: validation. Code output has accelerated. Quality hasn't. Checksum closes the gap. Checksum is a continuous quality platform with a suite of AI agents that handle testing end-to-end, at every stage of the development lifecycle. Where most tools wait for a human to trigger them, Checksum runs autonomously in the background, generating tests, executing them, and repairing failures without manual intervention. Seventy percent of test failures are resolved automatically through real-time auto-recovery. The platform covers every layer: end-to-end UI flows via Playwright, API endpoint chains, and targeted CI tests scoped to exactly what changed in a PR. All tests land as real code in your repository and are delivered as standard Playwright, owned by your team. Checksum is fine-tuned on 1.5+ million test runs and integrates natively with Cursor, Claude Code, and 100+ AI coding agents. Type /checksum and your coding agent's output gets tested before it ever reaches review. Generation and healing happen on Checksum's cloud infrastructure which means no LLM tokens consumed, no local resources required. The result: test suites that stay green as the product evolves, fewer regressions reaching production, and release confidence that scales alongside AI output.

Description

SmartBear Reflect is an AI-powered test automation platform designed to help teams create, run, and maintain automated tests for web and mobile applications. The platform lets testers define test steps in plain English and uses AI agents to convert those instructions into automated actions. Unlike traditional test automation tools that rely heavily on selectors and locators, Reflect adapts to UI changes so tests are less likely to break when an application shifts. Teams can create tests directly from AI-coding environments such as Claude Code or Cursor, or transform manual tests into automated tests from tools like Zephyr. Reflect supports end-to-end testing, regression testing, web testing, mobile testing, API testing, visual testing, email and SMS testing, 2FA scenarios, and data-driven testing. Its test cloud provides detailed results, HD video, console logs, network logs, and reproducible steps when failures occur. Integrations for CI/CD, issue tracking, communication, and test case management help Reflect fit into existing workflows. The platform is designed to help teams increase functional test coverage while reducing manual effort and maintenance. By combining agentic automation, plain-English prompts, self-healing tests, broad test support, and rich debugging evidence, SmartBear Reflect helps teams ship reliable applications faster.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

CircleCI Yes 
GitHub Yes 
GitLab Yes 
Jenkins Yes 
Azure OpenAI Service Yes 
Bitbucket No 
Claude Code Yes 
Cursor Yes 
Discord Yes 
Gemini Yes 
Google Chat Yes 
Grida No 
Groq Yes 
Microsoft Teams Yes 
Model Context Protocol (MCP) No 
OpenAI Yes 
Playwright Yes 
Slack Yes 
Travis CI No 
webapp.io No 

Integrations

CircleCI Yes 
GitHub Yes 
GitLab Yes 
Jenkins Yes 
Azure OpenAI Service No 
Bitbucket Yes 
Claude Code No 
Cursor No 
Discord No 
Gemini No 
Google Chat No 
Grida Yes 
Groq No 
Microsoft Teams No 
Model Context Protocol (MCP) Yes 
OpenAI No 
Playwright No 
Slack No 
Travis CI Yes 
webapp.io Yes 

Pricing Details

Based on tests maintained. Unlimited test runs. Unlimited auto-healings. Unlimited users. Pricing based on the number of tests maintained.
Free Trial Yes 
Free Version No 

Pricing Details

$100 per month
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Checksum.ai

Country

United States

Website

checksum.ai/

Vendor Details

Company Name

SmartBear

Founded

2003

Country

United States

Website

reflect.run/

Product Features

API Testing

Functional Testing Yes 
Fuzz Testing No 
Load Testing No 
Penetration Testing No 
Runtime and Error Detection No 
Security Testing No 
UI Testing Yes 
Validation Testing Yes 

Automated Testing

Hierarchical View No 
Move & Copy No 
Parameterized Testing No 
Requirements-Based Testing No 
Security Testing No 
Supports Parallel Execution No 
Test Script Reviews No 
Unicode Compliance No 

Functional Testing

Automated Testing No 
Interface Testing No 
Regression Testing No 
Reporting / Analytics No 
Sanity Testing No 
Smoke Testing No 
System Testing No 
Unit Testing No 

Software Testing

Automated Testing No 
Black-Box Testing No 
Dynamic Testing No 
Issue Tracking No 
Manual Testing No 
Quality Assurance Planning No 
Reporting / Analytics No 
Static Testing No 
Test Case Management No 
Variable Testing Methods No 
White-Box Testing No 

Product Features

Automated Testing

Hierarchical View No 
Move & Copy No 
Parameterized Testing Yes 
Requirements-Based Testing Yes 
Security Testing Yes 
Supports Parallel Execution Yes 
Test Script Reviews No 
Unicode Compliance Yes 

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Alternatives

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