# Cursor vs Fume

Cursor records 23,297,751 monthly visits with +8.4% month-over-month growth and Freemium pricing. Fume records 811 monthly visits with +492% growth and Free Trial, Paid, Contact for Pricing pricing.

| Metric | [Cursor](https://openaitools.app/tool/cursor) | [Fume](https://openaitools.app/tool/fume) |
| :--- | :--- | :--- |
| Website URL | https://www.cursor.com | https://fumedev.com |
| Categories | AI Code Assistant, AI Developer Tools, AI Agent | AI Testing, AI Agent, AI Developer Tools, AI Code Generator |
| Pricing Model | Freemium | Free Trial, Paid, Contact for Pricing |
| Monthly Visits | 23,297,751 | 811 |
| MoM Growth Rate | +8.4% | +492% |
| Primary Market | United States | Türkiye |
| Direct Visits | 14,683,770 | 331 |
| Review Score | 4.7 | 4.3 |
| Saved Count | 29 | 0 |
| 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)

## Fume

Fume positions itself not as a no-code test builder but as a full QA department. The workflow starts with a screencast: using Loom, a screen recorder or a similar tool, you walk through your application while narrating what matters. Fume analyses the recording and extracts test cases, with the team claiming you can cover around 80% of your most important user flows in under ten minutes. Tests then run twice a day automatically on Fume Cloud runners, with results posted into a shared channel and failure insights surfaced at a glance.

What distinguishes Fume from no-code alternatives is resilience. Playwright scripts are notoriously fragile, so Fume tests natively fall back to a browser-using AI agent to pick up exactly where a script left off, then self-heal the flaky test in the background. That means it can cope with dynamic application data at runtime and with substantial UX changes, rather than breaking every time a selector or flow shifts. The output is 100% Playwright, so you keep full codebase ownership and can run tests locally or inside your own CI/CD pipeline with a single API call — even if you stop paying.

Fume also offers migration for existing suites, converting Playwright, Selenium or Cypress tests so they immediately gain AI fallbacks and automatic maintenance. It is backed by Y Combinator and aimed at teams that want browser testing handled end to end rather than managed by hand. Published pricing centres on a Team plan at $500 per month with a 30-day free trial, while enterprise deployments are quoted individually.

**Pricing & Plans:** Fume offers a Team plan at $500/month designed for growing teams that need autonomous QA, including a 30-day free trial and free test runners on Fume Cloud. Enterprise pricing is custom and available through a sales conversation, with options for larger organisations and specific deployment needs.

- **Screencast to Playwright tests:** Record a Loom-style video while narrating what should be tested, and Fume extracts the test cases and writes them as native Playwright code — covering most key user flows in minutes.
- **AI agent fallbacks and self-healing:** When fragile selectors or changed UX break a script, tests fall back to a browser-using AI agent to continue, and the flaky test is self-healed in the background.
- **Free cloud test runners:** Tests run twice a day automatically on Fume Cloud runners at no extra cost, with results and failure insights delivered straight to your team's channel.
- **Full Playwright code ownership:** Every test is standard Playwright code you own, so you can run it locally or wire it into CI/CD with one API call and keep running even if you cancel.
- **Migration of existing suites:** Existing Playwright, Selenium or Cypress tests can be migrated to Fume so they instantly gain AI fallbacks and automatic maintenance.

**Strengths:** Test creation starts from a screen recording and spoken description rather than test code; Native AI fallbacks and self-healing address the fragility that normally plagues Playwright suites; You keep 100% Playwright code ownership and can run tests locally even after cancelling; Free cloud runners run tests twice daily, and failures land in your team channel with insights

**Limitations:** The Team plan is $500/month, which is a meaningful commitment for small teams compared with cheaper no-code builders; Coverage quality depends on how clearly you narrate and demonstrate flows in the recording; It is deliberately not a no-code builder, so teams wanting to avoid code entirely may find it less suited

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

## Frequently Asked Questions

### How do Cursor and Fume compare in monthly traffic?

Cursor has 23,297,751 monthly visits, while Fume has 811. 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%; Fume has +492%.

### 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. Fume: Free Trial, Paid, Contact for Pricing. Fume offers a Team plan at $500/month designed for growing teams that need autonomous QA, including a 30-day free trial and free test runners on Fume Cloud. Enterprise pricing is custom and available through a sales conversation, with options for larger organisations and specific deployment needs.

## 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-fume

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