# Gitlights vs OSS Insight Gitlights records 0 monthly visits with -100% month-over-month growth and Free Trial, Paid pricing. OSS Insight records 97,152 monthly visits with -13% growth and Free pricing. | Metric | [Gitlights](https://openaitools.app/tool/gitlights) | [OSS Insight](https://openaitools.app/tool/oss-insight) | | :--- | :--- | :--- | | Website URL | https://gitlights.com | https://ossinsight.io | | Categories | AI GitHub, AI For Data Analytics, AI Developer Tools, AI Code Review | AI GitHub, AI For Data Analytics, AI Research Tool, AI Developer Tools | | Pricing Model | Free Trial, Paid | Free | | Monthly Visits | 0 | 97,152 | | MoM Growth Rate | -100% | -13% | | Primary Market | Global | United States | | Direct Visits | 0 | 46,327 | | Review Score | 4 | 4.6 | | Saved Count | 1 | 5 | | Supported Platforms | Website | Website | ## Gitlights Gitlights is built around a simple premise: when AI assistants write most of the code, traditional productivity metrics stop telling you anything useful. Volume of commits and lines changed no longer distinguishes a high-impact engineer from a fast typist. Gitlights instead analyzes repository activity across commits, pull requests, reviews and discussion to surface contribution patterns — the decisions made, the reviews given, and the architectural footprint of each person on the team. Getting started takes minutes. You install the Gitlights application from the GitHub Marketplace, grant access to the repositories you want analyzed, and the platform loads your recent activity automatically (the last seven days on trial) and refreshes it daily. The product presents the results as graphs, tables, a developer radar and a developer map, alongside smart notifications and AI-generated weekly and monthly reviews that summarise what changed. A live demo dashboard built from OpenAI's public GitHub organization is available so you can see the analysis in practice before installing anything. Gitlights is a commercial SaaS product with a 15-day free trial that includes full access to the Base plan. Paid tiers — Base, Advanced and Enterprise — differ mainly in how many GitHub users can share access, ranging from a single user up to ten seats on Enterprise. A one-time Historical Data Pack lets you backfill up to six months of commits and pull request history, and each purchase extends how far back you can look. Data is retained for one year, and there is no limit on the number of contributors analyzed. **Pricing & Plans:** 15-day free trial with full Base plan access. Paid tiers: Base at $14.9/month, Advanced at $24.9/month (up to 5 shared GitHub users) and Enterprise at $34.9/month (up to 10 shared users). A one-time Historical Data Pack at $89.9 retrieves up to 6 months of past activity. - **Contribution Analytics Beyond Lines of Code:** Analyzes commits, pull requests, reviews and discussion to show the decisions and architectural impact behind each developer's work, not just output volume. - **Developer Radar and Developer Map:** Visual views that compare contributors across dimensions so team leads can spot strengths, gaps and shifts in how each person is contributing. - **AI Weekly and Monthly Reviews:** Automatically generated summaries of repository and team activity, giving engineering managers a regular narrative they can share or act on. - **One-Click GitHub Marketplace Install:** Install from the GitHub Marketplace, choose which repositories to analyze, and data loads within minutes with daily automatic updates. - **Historical Data Pack:** Retrieve up to six months of prior commit and pull request history with a one-time purchase, extendable by buying additional packs. **Strengths:** Focuses on contribution quality rather than easily gamed output metrics; Installation via GitHub Marketplace takes minutes and data refreshes daily; AI-generated weekly and monthly reviews save managers from manual reporting; Unlimited contributors on every plan, including the free trial **Limitations:** Requires installing a GitHub app with repository access, which some teams may need to review with security first; Historical data beyond the trial period requires an extra one-time purchase; Analysis is GitHub-centric, so teams using GitLab or Bitbucket are not covered [Profile (Markdown)](https://openaitools.app/tool/gitlights.md) ## OSS Insight OSS Insight ingests the public GitHub event stream — an archive of more than ten billion records — and reshapes it into queryable analytics. Instead of scrolling through individual repositories, you can compare projects side by side, watch how a language or topic is trending over time, and see which organizations are attracting the most contributors. The platform is maintained by PingCAP, the company behind TiDB, and its codebase is open source. The product has two layers. A friendly dashboard layer offers trending repository rankings, curated collections, language and topic breakdowns, plus FAQ-driven explainers. Underneath sits a SQL-powered data explorer where analysts write their own queries against the raw event tables, so custom questions do not need a separate data pipeline. There is also a public API for programmatic access and an AI-assisted querying experience that lets you ask questions in natural language. The team is notably transparent about data quality. Because GitHub changed how its public events feed is paginated, star, pull request and issue events after mid-2025 were under-captured, so star-based rankings have been paused rather than published with misleading numbers. Historical data before May 2025, repository totals synced directly from GitHub, and commit activity remain unaffected. The service is free to use and funded as a community project. **Pricing & Plans:** OSS Insight is free to use. There is no paid tier for the dashboards, collections or the SQL data explorer, and the source code is publicly available. - **Real-time GitHub event analytics:** Explore over ten billion GitHub events covering stars, commits, pull requests, issues and reviews, updated as new public events arrive. - **Trending repos and curated collections:** Follow star-based rankings for hot repositories and browse editorial collections that map trends across languages, topics and technical fields. - **SQL data explorer and API:** Query the underlying event tables directly with SQL, or pull the same numbers into your own tooling through the public API. - **AI agent and LLM ecosystem coverage:** Dedicated views track AI agent frameworks, LLM tooling and MCP servers, making it easy to compare a crowded and fast-changing space. - **Repository and developer comparisons:** Put two or more repositories or organizations head to head on contributors, activity and community health metrics. **Strengths:** Completely free with no account required for the core dashboards; Backed by PingCAP with an open source codebase; Very deep data set — billions of GitHub events going back years; SQL explorer and public API make custom analysis straightforward **Limitations:** Star, PR and issue based rankings are currently paused after GitHub changed its events pagination; The SQL explorer assumes you are comfortable writing queries; Historical archive is strongest for public events, since private repository activity is not visible at all; Interface is dense and can be overwhelming for a first-time visitor [Profile (Markdown)](https://openaitools.app/tool/oss-insight.md) ## Frequently Asked Questions ### How do Gitlights and OSS Insight compare in monthly traffic? Gitlights has 0 monthly visits, while OSS Insight has 97,152. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Gitlights has a month-over-month growth rate of -100%; OSS Insight has -13%. ### How does pricing compare? Gitlights: Free Trial, Paid. 15-day free trial with full Base plan access. Paid tiers: Base at $14.9/month, Advanced at $24.9/month (up to 5 shared GitHub users) and Enterprise at $34.9/month (up to 10 shared users). A one-time Historical Data Pack at $89.9 retrieves up to 6 months of past activity. OSS Insight: Free. OSS Insight is free to use. There is no paid tier for the dashboards, collections or the SQL data explorer, and the source code is publicly available. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Semantic Scholar](https://openaitools.app/tool/semantic-scholar) | 8,198,672 | +5.8% | Free | A free, AI-powered academic search engine for 240M+ papers across every scientific field | [.md](https://openaitools.app/tool/semantic-scholar.md) | | 2 | [DeepWiki by Cognition](https://openaitools.app/tool/deepwiki-by-congnition) | 879,539 | -3.1% | Free | AI-generated wikis and chat for any public GitHub repository | [.md](https://openaitools.app/tool/deepwiki-by-congnition.md) | | 3 | [Arize AI](https://openaitools.app/tool/arize-com) | 249,028 | +3.2% | Paid, Contact for Pricing | Agent observability, evaluation, and continuous improvement for production AI | [.md](https://openaitools.app/tool/arize-com.md) | | 4 | [Airbyte](https://openaitools.app/tool/airbyte) | 151,332 | -18.6% | Freemium, Free Trial, Paid | Open-source data integration engineered for AI agents and analytics | [.md](https://openaitools.app/tool/airbyte.md) | | 5 | [Bito](https://openaitools.app/tool/bito) | 63,829 | +9.8% | Freemium, Paid, Contact for Pricing | Context-aware AI code reviews and a model router for coding agents | [.md](https://openaitools.app/tool/bito.md) | | 6 | [devActivity](https://openaitools.app/tool/devactivity) | 46,541 | +14% | Freemium | GitHub-native analytics for developer experience and team performance | [.md](https://openaitools.app/tool/devactivity.md) | | 7 | [Repowise](https://openaitools.app/tool/repowise) | 29,455 | +26.3% | Freemium | One living index of your codebase that AI agents and pull requests can actually read | [.md](https://openaitools.app/tool/repowise.md) | | 8 | [nao](https://openaitools.app/tool/nao) | 9,661 | -60.1% | Freemium, Free Trial | Open-source agentic BI builder for your whole company | [.md](https://openaitools.app/tool/nao.md) | | 9 | [GitLoop](https://openaitools.app/tool/gitloop) | 9,501 | -22.9% | Freemium | Context-aware AI assistant that knows your entire Git codebase | [.md](https://openaitools.app/tool/gitloop.md) | | 10 | [DevDynamics](https://openaitools.app/tool/devdynamics) | 7,079 | +31.6% | Freemium, Free Trial, Paid | Engineering analytics that turn delivery data into better software decisions | [.md](https://openaitools.app/tool/devdynamics.md) | --- Source: https://openaitools.app/compare/gitlights-vs-oss-insight More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)