# Cursor vs Shiplight AI

Cursor records 23,297,751 monthly visits with +8.4% month-over-month growth and Freemium pricing. Shiplight AI records 33,676 monthly visits with -8.2% growth and Contact for Pricing pricing.

| Metric | [Cursor](https://openaitools.app/tool/cursor) | [Shiplight AI](https://openaitools.app/tool/shiplight-ai) |
| :--- | :--- | :--- |
| Website URL | https://www.cursor.com | https://www.shiplight.ai |
| Categories | AI Code Assistant, AI Developer Tools, AI Agent | AI Testing, AI Developer Tools |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 23,297,751 | 33,676 |
| MoM Growth Rate | +8.4% | -8.2% |
| Primary Market | United States | Vietnam |
| Direct Visits | 14,683,770 | 13,840 |
| Review Score | 4.7 | 4.3 |
| Saved Count | 29 | 1 |
| Supported Platforms | Website | Website |

## Cursor

Cursor's editor looks familiar to anyone who has used a modern IDE, but the center of gravity is the agent. Instead of only suggesting the next line, it can read a task description, inspect the repository, produce an implementation plan, modify many files, run commands, and report back with a summary of what changed. Developers keep control by approving plans, reviewing diffs, and stepping in wherever judgment is needed.

The product has expanded well beyond a single application. Cloud agents can run on their own machines for extended periods, Cursor ships a CLI, and integrations bring the same agent into Slack and GitHub so work can be handed off without switching tools. A model picker lets you use frontier models from several providers, or rely on automatic selection per task.

This makes Cursor a good fit for teams that want measurable velocity gains on large codebases while keeping human review in the loop. The trade-offs are mostly about cost and process: capable agents consume quota, remote indexing raises questions for security-conscious organizations, and teams need light conventions for when to delegate versus write code directly.

**Pricing & Plans:** Cursor uses a freemium model: you can start for free with limited usage, then move to paid Pro, team, and enterprise tiers that unlock higher model limits, cloud agents, and administrative controls. Exact seats and credit allowances change over time, so check cursor.com/pricing for current numbers.

- **Agent-driven code changes:** An agentic mode that plans changes, edits several files at once, runs tests, and iterates until the task is complete.
- **Cloud and parallel agents:** Background agents spin up their own environments to build, test, and demo features in parallel, then hand back results for review.
- **Tab completion and codebase context:** Fast inline suggestions plus codebase-wide semantic search and indexing so answers reflect your actual repository.
- **Multi-model flexibility:** Switch between leading frontier models from multiple providers, or let Cursor select a model automatically for each task.
- **CLI, Slack and GitHub workflows:** Run Cursor from the terminal, chat with it in Slack, and let it review or open pull requests in GitHub without leaving your workflow.

**Strengths:** Strong repository-wide context and multi-file edits; Agent runs in the editor, cloud, CLI, Slack, and GitHub; Choose from multiple frontier models in one place; Familiar IDE experience for developers coming from other editors

**Limitations:** Requires a paid plan for the most capable models and higher usage; Learning curve to use agentic workflows effectively; Heavy cloud agent usage can consume plan quota quickly; Codebase indexing sends code to remote services, which some compliance teams must review

[Profile (Markdown)](https://openaitools.app/tool/cursor.md)

## Shiplight AI

Shiplight AI is an agent-native end-to-end testing platform built around the idea that tests should be authored and maintained by the same coding agents developers already use. It installs into tools like Claude Code, Cursor, Codex, VS Code and Antigravity, letting an agent walk your application in a real browser and generate tests written as plain-English YAML that describes user intent rather than CSS selectors. Those tests live in your repository and can be reviewed in a pull request like any other code change.

The platform emphasizes self-healing. When a cached locator goes stale — a button moves or a class is renamed — Shiplight re-reads the page, resolves the original intent with AI, and updates its cache mid-run, so intended UI changes do not break the suite while genuine regressions still fail loudly. Settled steps replay deterministically from a cache at full Playwright speed, meaning only new or changed screens cost a model call, so mature suites run faster and cheaper over time.

Shiplight also covers execution and triage: the same test file runs locally, on Shiplight-hosted CI runners, or on your own infrastructure, and results land on the pull request with logs, screenshots and traces. A fix workflow can reproduce a failure, find the cause and update the test. It is positioned as enterprise-ready with SOC 2 compliance, audit logs, private cloud/VPC deployment options, and a free starting tier. Pricing for teams is available on request.

**Pricing & Plans:** Shiplight AI offers a free plan to start, with hosted CI runners, result history and dashboards on paid tiers; enterprise and team pricing is available on request.

- **Browser MCP for coding agents:** Install Shiplight into Claude Code, Cursor, Codex, VS Code or Antigravity so your agent can drive a real browser and author tests.
- **Human-readable YAML tests:** Tests describe user intent in plain-language YAML committed to your repo, reviewable in pull requests and editable in a local debugger.
- **Self-healing test suites:** Stale locators are re-read and re-resolved with AI mid-run, so intended changes heal automatically while real bugs still fail.
- **Hosted and self-hosted runners:** The same test file runs locally, on Shiplight-hosted CI runners, or on your own infrastructure, with results posted to the PR.
- **Verify and review outside the suite:** The same browser skills verify a change the moment it is made and run structured accessibility, security and performance reviews.

**Strengths:** Tests authored and maintained by the coding agents teams already use; Self-healing keeps suites green through ordinary UI churn; Readable YAML tests live in the repo and are reviewable like code; Enterprise-ready with SOC 2, audit logs and private cloud options

**Limitations:** Value depends on adopting an agent-based developer workflow; Pricing is not published and requires contacting sales; Still requires a real browser environment for meaningful coverage

[Profile (Markdown)](https://openaitools.app/tool/shiplight-ai.md)

## Frequently Asked Questions

### How do Cursor and Shiplight AI compare in monthly traffic?

Cursor has 23,297,751 monthly visits, while Shiplight AI has 33,676. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Cursor has a month-over-month growth rate of +8.4%; Shiplight AI has -8.2%.

### How does pricing compare?

Cursor: Freemium. Cursor uses a freemium model: you can start for free with limited usage, then move to paid Pro, team, and enterprise tiers that unlock higher model limits, cloud agents, and administrative controls. Exact seats and credit allowances change over time, so check cursor.com/pricing for current numbers. Shiplight AI: Contact for Pricing. Shiplight AI offers a free plan to start, with hosted CI runners, result history and dashboards on paid tiers; enterprise and team pricing is available on request.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Google Antigravity](https://openaitools.app/tool/google-antigravity) | 16,054,109 | +8.1% | Freemium | Provides powerful parallel AI coding agents via a desktop command center, but is less integrated into a traditional editor. | [.md](https://openaitools.app/tool/google-antigravity.md) |
| 2 | [Replit](https://openaitools.app/tool/replit) | 10,016,437 | -7.7% | Freemium, Paid | Enables instant cloud-based full-stack app building from natural language, but is less suited for local offline repositories. | [.md](https://openaitools.app/tool/replit.md) |
| 3 | [VS Code](https://openaitools.app/tool/vs-code) | 7,397,370 | -3.8% | Freemium | Offers unmatched extension support and official Copilot integration, but lacks Cursor's out-of-the-box deep codebase indexing and agentic editing. | [.md](https://openaitools.app/tool/vs-code.md) |
| 4 | [Qoder](https://openaitools.app/tool/qoder) | 5,145,040 | +81.8% | Freemium, Free Trial, Free | Features advanced multi-file planning and codebase reading, but lacks Cursor's smooth chat-to-edit inline workflows. | [.md](https://openaitools.app/tool/qoder.md) |
| 5 | [Kiro](https://openaitools.app/tool/kiro) | 3,330,476 | +4.6% | Freemium | Focuses on spec-driven engineering and structured agent planning, but offers less fluid ad-hoc inline code generation than Cursor. | [.md](https://openaitools.app/tool/kiro.md) |
| 6 | [Devin](https://openaitools.app/tool/devin) | 2,549,346 | +1% | Paid | Operates as a fully autonomous software engineer for complex tasks, but lacks the snappy interactive inline editing of Cursor. | [.md](https://openaitools.app/tool/devin.md) |
| 7 | [Command Code](https://openaitools.app/tool/command-code) | 2,358,177 | -12.1% | Freemium, Contact for Pricing | The coding agent that learns your coding taste | [.md](https://openaitools.app/tool/command-code.md) |
| 8 | [KaneAI](https://openaitools.app/tool/kaneai) | 901,340 | +13.2% | Freemium, Paid, Contact for Pricing | GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language | [.md](https://openaitools.app/tool/kaneai.md) |
| 9 | [Trae](https://openaitools.app/tool/trae) | 702,366 | -7.8% | Freemium | Delivers a polished AI-native IDE experience with multi-file generation, but has a smaller ecosystem than Cursor. | [.md](https://openaitools.app/tool/trae.md) |
| 10 | [Warp](https://openaitools.app/tool/warp-ai) | 657,372 | -9.3% | Freemium, Contact for Pricing | AI-powered terminal and agentic software factory for development teams | [.md](https://openaitools.app/tool/warp-ai.md) |

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Source: https://openaitools.app/compare/cursor-vs-shiplight-ai

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