Open Code Review vs Reflect

A side-by-side comparison of features, pricing, and characteristics.

Open Code Review

Open-source CLI that combines deterministic pipelines and LLM agents to deliver precise, repository-aware code reviews.

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Reflect

Reflect is a codeless automated testing platform that uses SmartBear HaloAI to execute test steps without coding.

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AttributeOpen Code ReviewReflect
Pricing typeFreeContact for pricing
Korean supportNoNo
PlatformsLinux, macOS, Windows, GitHub Actions, GitLab CI, Gerrit, Visual Studio CodeWeb
Open sourceYesNo
API available-Available
SDK--
LLM-based-Yes
Multimodal--
AI modelOpenAI-compatible models, Anthropic models, Google Gemini, Amazon Bedrock models, Azure OpenAI modelsGPT
GitHub Stars22.0K-
VendorAlibaba GroupReflect Software, Inc.
CategoryDeveloper ToolsDeveloper Tools
DetailsView View

Open Code Review key features

  • Git diff, commit, branch, and full file reviews
  • Generation of precise line-by-line review comments
  • Deterministic file selection and file batch processing
  • Built-in and custom review rules
  • Repository context search and agent-based analysis
  • CI/CD integration

Reflect key features

  • Generative AI for codeless test creation
  • Automatic adaptation to UI changes
  • Web and API testing support