# Editor.do vs Prolific

Editor.do records 225 monthly visits with 0% month-over-month growth and Freemium, Free Trial, Paid pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

| Metric | [Editor.do](https://openaitools.app/tool/editor-do) | [Prolific](https://openaitools.app/tool/prolific-com) |
| :--- | :--- | :--- |
| Website URL | https://editor.do | https://prolific.com |
| Categories | AI Code Assistant, AI Website Builder, AI Developer Tools, No-Code&Low-Code | AI Research Tool, AI Developer Tools, AI For Data Analytics |
| Pricing Model | Freemium, Free Trial, Paid | Paid |
| Monthly Visits | 225 | 18,697,671 |
| MoM Growth Rate | 0% | -1.8% |
| Primary Market | Indonesia | United States |
| Direct Visits | 90 | 12,979,710 |
| Review Score | 4.1 | 4.6 |
| Saved Count | 0 | 13 |
| Supported Platforms | Website | Website |

## Editor.do

Editor.do targets developers and small agencies who want to skip the usual split between local editor, build pipeline and web host. The editor runs entirely in the browser, supports any programming language for saving and editing, offers search/replace and keyboard shortcuts, and renders changes in a live preview the moment you save — so you are always looking at the real site, on desktop or mobile.

For people who prefer not to hand-write markup, there is a visual drag-and-drop builder with a large component library plus a code panel, and an AI assistant powered by ChatGPT that can correct, complete or explain code and text. Templates are free and can be installed in one click, and dependencies can be added from a built-in library catalog.

On the hosting side, Editor.do serves your files from NVMe SSD storage over a 1 Gbit connection, issues free SSL certificates automatically, supports uploading ZIP archives that unpack in around 30 seconds, takes daily backups with data export, and lets you attach a custom domain by adding two DNS records (or use a free .editor.do subdomain). Paid plans are sold either yearly or as one-off lifetime licenses, and there is a 7-day trial with no credit card required.

**Pricing & Plans:** Editor.do offers a free 7-day trial with one project, 100 MB storage, free SSL and full editor features, with no credit card required. Paid plans are available yearly or as a one-time lifetime licence: Starter at about $4/month (roughly $48/year) for up to 5 projects and 1 GB storage; Medium at about $8/month ($96/year) for up to 20 projects and 5 GB; and Elite at about $12/month ($144/year) for up to 100 projects and 10 GB. Lifetime licences start at $49 in promotional pricing, and all paid tiers include unlimited traffic, free SSL and 1,000+ templates.

- **Browser-based IDE with live preview:** Edit HTML, CSS, JavaScript or any other language in the browser and see every saved change applied to your site immediately, on any device.
- **Integrated ChatGPT AI assistant:** Ask the built-in assistant to fix, complete or improve your code and text, or to walk you through a concept step by step while you build.
- **Drag-and-drop visual builder:** Assemble pages from a large component library with a drag-and-drop canvas, and drop into the code panel whenever you need finer control.
- **1,000+ free one-click templates:** Start from a prebuilt site instead of a blank file, install it in one click and customise from there.
- **Static hosting with free SSL and daily backups:** Publish to NVMe SSD hosting on a 1 Gbit connection, get automatic free SSL certificates, upload ZIP files, and rely on daily backups you can export.

**Strengths:** Editor, builder and hosting in a single subscription, so no separate host bill; Lifetime licence option means a one-off payment instead of an ongoing subscription; Free SSL, daily backups and unlimited traffic included on paid plans; ChatGPT assistant and 1,000+ templates shorten the path from idea to live site

**Limitations:** Focused on static sites, so dynamic server-side applications are out of scope; Storage quotas on lower tiers are modest if you host many heavy media assets

[Profile (Markdown)](https://openaitools.app/tool/editor-do.md)

## Prolific

Prolific operates a marketplace where researchers and organisations post studies and verified participants complete them for payment. The pitch is quality over volume: instead of a massive but unvetted panel, Prolific verifies participants, applies attention and honesty checks, and lets requesters filter by detailed demographic, professional, and behavioural criteria. That makes it possible to target narrow, representative groups — for example coding experts, healthcare professionals, or specific national populations — which matters when a study compares groups or needs to generalise beyond a convenience sample.

In recent years Prolific has leaned heavily into AI. Its AI offering covers human preference data for fine-tuning and reinforcement learning, safety evaluation, red-teaming, and benchmarks across languages and tasks. It also publishes a leaderboard of model quality based on human evaluation, and offers developer-facing tooling such as a human-feedback API, agent workflows, and a Model Context Protocol server so AI pipelines can call for human input programmatically. Alongside this, the original academic and market-research business remains central.

Pricing is usage-based. Requesters pay for participant rewards plus a platform fee, and researchers either fund studies per response or talk to sales for larger programmes and managed services. Because rates depend on study length, targeting criteria, and volumes, published list prices are rare — the platform directs larger customers to a sales conversation.

**Pricing & Plans:** Usage-based for requesters: you pay participant rewards plus a platform fee, with custom quotes for large or managed programmes. Participants earn per completed study; joining is free.

- **Verified, targetable participant pool:** Filter participants by detailed demographic, professional, and behavioural criteria and reach narrow or representative samples rather than a generic crowd.
- **AI data and human feedback:** Collect human preference data for model fine-tuning, run safety evaluations and red-teaming, and use a feedback API to plug humans into automated pipelines.
- **Built-in data-quality controls:** Attention checks, honesty screening, and approval workflows help filter out careless or fraudulent responses before you analyse results.
- **Fast study launches:** Publish a study and begin collecting responses quickly, with tooling that supports screening, quotas, and longitudinal designs.
- **Participant side with guaranteed pay:** Participants get a clear per-study reward, flexible scheduling, and a minimum pay standard enforced by the platform.

**Strengths:** Strong focus on data quality with verification and attention checks; Granular targeting that supports niche and representative samples; Fast turnaround compared with traditional panel providers; Growing AI-focused tooling including a human-feedback API and MCP server

**Limitations:** Pricing is quote-based for many use cases, which makes budgeting less transparent up front; Participant availability in some narrow demographics can be limited or slower to fill; Costs add up quickly for large multi-country or longitudinal studies

[Profile (Markdown)](https://openaitools.app/tool/prolific-com.md)

## Frequently Asked Questions

### How do Editor.do and Prolific compare in monthly traffic?

Editor.do has 225 monthly visits, while Prolific has 18,697,671. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Editor.do has a month-over-month growth rate of 0%; Prolific has -1.8%.

### How does pricing compare?

Editor.do: Freemium, Free Trial, Paid. Editor.do offers a free 7-day trial with one project, 100 MB storage, free SSL and full editor features, with no credit card required. Paid plans are available yearly or as a one-time lifetime licence: Starter at about $4/month (roughly $48/year) for up to 5 projects and 1 GB storage; Medium at about $8/month ($96/year) for up to 20 projects and 5 GB; and Elite at about $12/month ($144/year) for up to 100 projects and 10 GB. Lifetime licences start at $49 in promotional pricing, and all paid tiers include unlimited traffic, free SSL and 1,000+ templates. Prolific: Paid. Usage-based for requesters: you pay participant rewards plus a platform fee, with custom quotes for large or managed programmes. Participants earn per completed study; joining is free.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Lovable](https://openaitools.app/tool/lovable) | 31,052,090 | +3.8% | Freemium | Describe your idea in chat and Lovable turns it into a working app or website | [.md](https://openaitools.app/tool/lovable.md) |
| 2 | [Cursor](https://openaitools.app/tool/cursor) | 23,297,751 | +8.4% | Freemium | The AI coding agent for building ambitious software | [.md](https://openaitools.app/tool/cursor.md) |
| 3 | [Google Antigravity](https://openaitools.app/tool/google-antigravity) | 16,054,109 | +8.1% | Freemium | Google's agent-first development platform for building and shipping software with AI agents | [.md](https://openaitools.app/tool/google-antigravity.md) |
| 4 | [Replit](https://openaitools.app/tool/replit) | 10,016,437 | -7.7% | Freemium, Paid | Describe your idea and Replit builds a working app in minutes | [.md](https://openaitools.app/tool/replit.md) |
| 5 | [Emergent](https://openaitools.app/tool/emergent) | 5,788,850 | +5% | Freemium | Describe an app in chat and ship it | [.md](https://openaitools.app/tool/emergent.md) |
| 6 | [Branded](https://openaitools.app/tool/gobranded-com) | 3,704,728 | +6.6% | Contact for Pricing | Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning. | [.md](https://openaitools.app/tool/gobranded-com.md) |
| 7 | [Kiro](https://openaitools.app/tool/kiro) | 3,330,476 | +4.6% | Freemium | A spec-driven AI IDE and agent platform that plans, builds, reviews, and verifies real engineering work. | [.md](https://openaitools.app/tool/kiro.md) |
| 8 | [Bolt.new](https://openaitools.app/tool/bolt-new) | 3,033,976 | -17.8% | Freemium | Build websites and apps by chatting with AI in your browser | [.md](https://openaitools.app/tool/bolt-new.md) |
| 9 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | The environments frontier AI trains on, and the agents that do the recurring work | [.md](https://openaitools.app/tool/labelbox.md) |
| 10 | [Trae](https://openaitools.app/tool/trae) | 702,366 | -7.8% | Freemium | An AI IDE and coding agent that works on your project, not just your cursor | [.md](https://openaitools.app/tool/trae.md) |

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Source: https://openaitools.app/compare/editor-do-vs-prolific-com

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