Software Alternatives, Accelerators & Startups

ThinkReview VS api-usage

Compare ThinkReview VS api-usage and see what are their differences

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ThinkReview logo ThinkReview

AI-Powered Code Reviews for GitLab, GitHub & Azure DevOps&Bitbucket - Instant Analysis, Security Detection & Conversational Copilot& Review agents. Zero Setup Required. Open Source.

api-usage logo api-usage

Track your OpenAI API token usage & cost.
  • ThinkReview
    Image date //
    2025-10-21
  • ThinkReview
    Image date //
    2025-10-21
  • ThinkReview Thinkreview now supports Olamma
    Thinkreview now supports Olamma //
    2025-11-15
  • ThinkReview Thinkreview supports Azure DevOps PRs
    Thinkreview supports Azure DevOps PRs //
    2025-11-15
  • ThinkReview ThinkReview PR Browser Copilot featuring Gitlab and Azure Devops
    ThinkReview PR Browser Copilot featuring Gitlab and Azure Devops //
    2025-11-15

ThinkReview is a browser extension for AI-assisted code reviews on GitHub, GitLab, Azure DevOps, and Bitbucket. It combines fast review summaries, security and best-practice findings, and structured code suggestions with a practical reviewer workflow: reviewers keep control, can copy/edit suggestions, and post under their own name. For teams with stricter standards, ThinkReview supports custom review agents (including security-focused checklists and references) to produce more consistent findings across platforms. It also supports cloud models and local Ollama setups for privacy-sensitive environments, and includes one-click implementation handoff to IDE agents like Cursor, Claude Code, and GitHub Copilot.

  • api-usage Landing page
    Landing page //
    2023-07-26

ThinkReview

$ Details
freemium ยฃ10 / Monthly (Lite subscription)
Platforms
Google Chrome Edge Brave Opera Comet GitHub GitLab Azure
Release Date
2025 September
Startup details
Country
United Kingdom
Founder(s)
Jay Elsheikh
Employees
1 - 9

api-usage

Pricing URL
-
$ Details
-
Platforms
-
Release Date
-
Categories -

ThinkReview features and specs

  • Zero-Configuration Setup
    Works instantly as a browser extension right out of the box. There is no need to integrate with CI/CD pipelines or have repo admin access.
  • Comprehensive AI Code Review:
    Get a full summary of the merge request, with automated checks for best practices, potential security vulnerabilities, and actionable suggestions for improvement
  • AI-Generated Comments
    Instantly create professional, context-aware feedback for any block of code.
  • Smart Question Suggestions
    Uncover potential issues and edge cases with AI-powered questions tailored to the merge request.
  • Multi Language Settings
    Set your preferred language once and get all AI responses in your native tongue.
  • Multi-Platform Support
    Works seamlessly with Google Chrome l Chromium-based browsers (Edge, Brave, etc.).
  • Custom Review Rules
    Tailor code reviews to your team's specific needs with customizable review rules. Define your own security checks, best practices, and quality standards for personalized AI analysis.
  • Flagship Frontier LLM Models
    Access the latest and most advanced AI models including GPT-5.2-Codex, Claude Haiku 4.5, Gemini 3.0 Pro, and more. View all available models optimized for code review.
  • Ollama Support
    Run code reviews completely offline and privately using local AI models. Your code never leaves your machine - perfect for sensitive projects and complete privacy control.
  • MCP
    OAuth 2.1 authentication for your favorite MCP clients like Cursor, Claude Code, Claude Desktop, and GitHub Copilot.
  • Chat with Your PRs
    Have interactive conversations with your merge requests and pull requests. Ask questions, get detailed explanations, and generate comprehensive summaries and professional review comments using AI-powered conversational reviews.
  • Implement via IDE
    one clisk t implement review suggestions via Cursor, Claude Code, GitHub Copilot , Antigravity
  • Custom Review agents
    Create up to 10 custom review agents with custom prompts , review sections and best practices references

api-usage features and specs

  • API Discovery
    Provides a centralized platform to discover and explore various APIs, making it easier for developers to find services that fit their needs.
  • Usage Insights
    Offers insights into API usage patterns, which can help developers and businesses understand trends and optimize their integrations.
  • Comparison Features
    Allows users to compare different APIs based on various metrics, aiding in more informed decision-making when selecting an API.
  • Community Contributions
    May include community-driven content such as reviews or ratings, providing real-world feedback on API performance and reliability.
  • Educational Resource
    Acts as a resource for developers new to APIs, offering explanations and guidance on how to effectively use various APIs.

Possible disadvantages of api-usage

  • Limited API Coverage
    The platform might not include all available APIs, potentially missing niche or newly released services that could be relevant to some users.
  • Outdated Information
    Information on the platform may not be updated in real-time, leading to discrepancies between the listed data and the actual current state of an API.
  • Lack of Personalization
    The platform may not offer personalized recommendations based on specific user needs or previous usage patterns, limiting its utility for tailored searches.
  • Dependency on User Input
    If the platform relies on user-generated content for reviews or ratings, the quality and reliability of this information can vary significantly.
  • Potential Overwhelm
    With numerous APIs and data points available, new users might find it challenging to navigate and extract the most relevant information for their specific use case.

Analysis of ThinkReview

Overall verdict

  • I don't have verified information about ThinkReview (thinkreview.dev), so I can't confidently confirm whether it's a good product. You should evaluate it directly through trials, reviews, and documentation before committing.

Why this product is good

  • I lack reliable, up-to-date data about this specific service, so any endorsement would be speculation
  • Product quality depends on your specific needs, which are best assessed through a free trial or demo
  • Independent user reviews and third-party comparisons offer more trustworthy signals than an uninformed opinion
  • Checking the vendor's documentation, pricing transparency, and support responsiveness helps gauge reliability

Recommended for

  • Users who first verify the tool through a hands-on trial or demo
  • Teams that cross-check independent reviews and testimonials before adopting
  • Buyers who confirm the service matches their specific workflow and budget needs

Analysis of api-usage

Overall verdict

  • Without independent verification, api-usage (apiusage.info) cannot be confidently confirmed as a good or reliable service since there is insufficient public information, reviews, or track record available to assess its quality, security, and support.

Why this product is good

  • Limited publicly available information makes it difficult to verify claims about the service
  • No substantial user reviews or third-party assessments found to confirm reliability or performance
  • Unclear track record regarding uptime, customer support quality, or data security practices
  • Potential newer or niche player in the API monitoring/usage tracking space with limited market validation

Recommended for

  • Users willing to conduct their own due diligence and testing before committing
  • Those seeking a possibly low-cost or niche alternative to established API usage tracking tools
  • Developers comfortable trying newer services and providing feedback
  • Not recommended for enterprises requiring proven, well-documented vendor reliability without further research

ThinkReview videos

ThinkReview Gitlab MR Copilot

api-usage videos

No api-usage videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to ThinkReview and api-usage)
Developer Tools
100 100%
0% 0
Code Review
100 100%
0% 0
Code Analysis
100 100%
0% 0
Copilot
100 100%
0% 0

Questions & Answers

As answered by people managing ThinkReview and api-usage.

What makes your product unique?

ThinkReview's answer

Its biggest differentiator is the zero-configuration setup. Unlike many competitors, ThinkReview works instantly as a browser extension without needing complex CI/CD integration, setup tokens, or granting access to your entire GitLab/GitHub project. It enhances the developer's existing workflow directly in the browser.

Why should a person choose your product over its competitors?

ThinkReview's answer

You should choose ThinkReview for its simplicity and speed. It's the fastest way to start with AI code reviewsโ€”install the extension, and you're done. It empowers individual developers to improve their reviews immediately, without the overhead and enterprise-level pricing of deeply integrated tools.

How would you describe the primary audience of your product?

ThinkReview's answer

Our primary audience consists of individual developers and small to medium-sized teams using GitLab. It's perfect for developers and team leads who want to improve code quality and efficiency without a complex, top-down implementation process.

What's the story behind your product?

ThinkReview's answer

The story is simple: it was born from the founder's frustration with code reviews being a slow, repetitive bottleneck. The goal was to create a tool that was easy to install, worked out of the box, and acted as a true AI copilot to assist the human reviewer, not just an automated bot.

Which are the primary technologies used for building your product?

ThinkReview's answer

The core of the product is a browser extension built with JavaScript, HTML, and CSS. It communicates securely with major AI and Large Language Model (LLM) APIs to provide its intelligent feedback.

Who are some of the biggest customers of your product?

ThinkReview's answer

As a recently launched tool, our primary user base consists of individual developers and growing teams who have adopted ThinkReview to streamline their personal and team workflows. We are focused on building this grassroots support before targeting large enterprise customers.

User comments

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What are some alternatives?

When comparing ThinkReview and api-usage, you can also consider the following products

CodeAnt AI - AI code reviewer that helps teams cut manual code review time and bugs by 50%. Start your 14-days free trial today!

CodeRabbit - Unleash AI on Your Code Reviews with CodeRabbit

DeepSource - Automated code reviews with static analysis.

GitLab Duo - GitLab Duo is a software suite that leverages Artificial Intelligence (AI) to optimize various aspects of your workflows. This includes enhancing testing procedures, bolstering security measures, and improving documentation processes.

qodo.ai - (Formerly Codium). Generating meaningful tests for busy devsCode. as you meant it.

CodeReviewBot AI - CodeReviewBot.ai offers an AI-powered code review service integrating seamlessly with GitHub pull requests, improving coding efficiency.