# Fathom vs RTutor Fathom records 5,620,385 monthly visits with +0.2% month-over-month growth and Freemium, Free Trial pricing. RTutor records 2,247 monthly visits with -60.2% growth and Contact for Pricing, Free pricing. | Metric | [Fathom](https://openaitools.app/tool/fathom-2-0) | [RTutor](https://openaitools.app/tool/rtutor) | | :--- | :--- | :--- | | Website URL | https://fathom.video | http://rtutor.ai | | Categories | AI Note Taker, AI Meeting Assistant, AI Summarizer, AI Transcriber | AI For Data Analytics, AI Code Generator, Large Language Models (LLMs), AI Report Generator | | Pricing Model | Freemium, Free Trial | Contact for Pricing, Free | | Monthly Visits | 5,620,385 | 2,247 | | MoM Growth Rate | +0.2% | -60.2% | | Primary Market | United States | United States | | Direct Visits | 4,071,452 | 1,193 | | Review Score | 4.7 | 4 | | Saved Count | 9 | 1 | | Supported Platforms | Website | Website | ## Fathom Fathom records and understands your online meetings so you can stay present instead of typing notes. It works across Zoom, Google Meet and Microsoft Teams, and can either join calls with a visible notetaker bot or capture them bot-free. After each call you get a searchable transcript, an instant AI summary, extracted action items and highlighted key moments delivered to your inbox. Beyond basic notes, Fathom turns conversations into a searchable knowledge base. You can ask questions across past meetings, set automated topic trackers, and push notes and follow-ups into Slack, Salesforce, HubSpot, Notion and Asana. AI Scorecards add coaching metrics for sales and customer success teams, and integrations extend Fathom into ChatGPT, Claude and a public API. Fathom offers a generous free tier and paid team plans, and is SOC 2 Type II, GDPR and HIPAA compliant with SSO/SCIM support. The company has been acquired by and is now part of Superhuman, which continues to develop the product. **Pricing & Plans:** Freemium with a free-forever tier for individuals, plus paid Premium and Team plans billed per user. Enterprise options add SSO, SCIM and admin controls. - **Bot-free and bot recording:** Capture meetings with a visible notetaker or completely bot-free, so you can record your way and keep participants comfortable. - **Instant AI summaries and action items:** Get accurate transcripts, concise summaries and extracted to-dos delivered right after each call. - **Ask Fathom across meetings:** Search and ask questions across your entire meeting history to surface decisions, commitments and patterns. - **CRM and workflow sync:** Notes, insights and follow-ups flow automatically into Slack, Salesforce, HubSpot, Notion, Asana and other tools. - **AI Scorecards and topic trackers:** Monitor key topics automatically and use AI Scorecards to coach sales and customer success teams with follow-up metrics. **Strengths:** Generous free plan covers most individual needs; Bot-free recording option and workflow syncs with major tools; Strong accuracy and reliable summaries with SOC 2, GDPR and HIPAA compliance **Limitations:** Best value features push teams toward paid per-user plans; Deep CRM and Scorecard features are aimed at larger sales organizations [Profile (Markdown)](https://openaitools.app/tool/fathom-2-0.md) ## RTutor RTutor, currently at version 2.00, is a browser-based tool from RTutor LLC (Orditus) that lets you analyze data by describing what you want in plain English. You upload a data file, and RTutor uses large language models to write R — or optionally Python — code, runs it, and shows you the results and the code side by side. The default model is now GPT-4o, and results can be downloaded as an HTML report within minutes. The workflow is deliberately analyst-friendly. A row of tabs covers basic, categorical and numerical analysis, summaries, tables, correlation and GGpairs plots, plus a dedicated EDA reports tab. Within a session, previous questions and generated code become context for the next request, so you can ask to change a plot color or clean data step by step. A Q&A box lets you ask about the code, the result or an error message, and get guidance on methods or next steps. Uploaded data is loaded automatically into R as a data frame called df; a second file can be added as df2. Privacy and use terms are spelled out clearly. By default, uploaded data is not sent to the model, though an option exists to include at most five random rows to improve coding quality; column names and data types are sent to guide generation, and uploaded data is deleted when the session ends. The website and source code are free for non-profit organizations only, and commercial use requires a license — businesses can arrange a custom, locally installed version. The developers also point heavier or messier workloads to their sibling platform, Datably.ai. **Pricing & Plans:** Free for non-profit organizations (website and source code). Commercial use requires a paid license, and RTutor can be customized and locally installed. You can also supply your own OpenAI API key, with roughly $5/month often sufficient. - **Natural language to R/Python:** Upload CSV, TSV or Excel files and request analyses in plain English; RTutor generates the R or Python code and executes it for you. - **Guided analysis tabs:** Dedicated tabs for basic, categorical and numerical analysis, summary statistics, tables, correlation and GGpairs plots guide common workflows. - **Downloadable EDA reports:** Generate multi-section EDA reports and download them as HTML documents in minutes. - **Conversational iteration:** In a session, previous questions and generated code become context, so you can refine charts and clean data conversationally. - **Built-in Q&A on code:** Ask about a result or error message and get methods, explanations or a plan for the next step. - **Python mode & multi-file:** Switch to Python for code generation, or upload a second file as df2 to analyze datasets together. **Strengths:** Analyze data by describing requests in plain English — no R syntax required; Runs generated code and returns results, plots and a downloadable HTML report; Context carries within a session, so you can refine charts and clean data conversationally; Guided tabs for EDA, distributions, tables and correlations speed up common tasks **Limitations:** Generated code can be logically wrong even when it runs without error, so results need validation; Analyzes only traditional statistical data where rows are observations and columns are variables; Non-profit use is free but commercial use requires a paid license; By default a small random sample of rows is sent to OpenAI unless you opt out in settings [Profile (Markdown)](https://openaitools.app/tool/rtutor.md) ## Frequently Asked Questions ### How do Fathom and RTutor compare in monthly traffic? Fathom has 5,620,385 monthly visits, while RTutor has 2,247. Traffic estimates describe audience size, not product quality. ### How do their growth rates compare? Fathom has a month-over-month growth rate of +0.2%; RTutor has -60.2%. ### How does pricing compare? Fathom: Freemium, Free Trial. Freemium with a free-forever tier for individuals, plus paid Premium and Team plans billed per user. Enterprise options add SSO, SCIM and admin controls. RTutor: Contact for Pricing, Free. Free for non-profit organizations (website and source code). Commercial use requires a paid license, and RTutor can be customized and locally installed. You can also supply your own OpenAI API key, with roughly $5/month often sufficient. ## Alternatives | # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) | | :--- | :--- | :--- | :--- | :--- | :--- | :--- | | 1 | [Otter AI](https://openaitools.app/tool/otter-ai) | 7,360,981 | +9.6% | Freemium | Provides strong live transcription and collaboration features, but can be more restrictive on free meeting limits. | [.md](https://openaitools.app/tool/otter-ai.md) | | 2 | [Tactiq](https://openaitools.app/tool/tactiq) | 6,521,542 | +4.1% | Freemium | Transcribes meetings live via a browser extension without joining bots, but requires active browser participation. | [.md](https://openaitools.app/tool/tactiq.md) | | 3 | [Fireflies.ai](https://openaitools.app/tool/fireflies-ai) | 4,411,502 | +3% | Freemium | Offers robust multi-language conversational search and CRM integrations, but lacks Fathom's streamlined free recording tier. | [.md](https://openaitools.app/tool/fireflies-ai.md) | | 4 | [Notta](https://openaitools.app/tool/notta) | 2,585,354 | +2% | Freemium, Paid, Contact for Pricing | AI note taker that transcribes, summarizes and visualizes meetings | [.md](https://openaitools.app/tool/notta.md) | | 5 | [tl;dv](https://openaitools.app/tool/tldv-io) | 1,396,729 | +1.9% | Freemium | Excels at capturing and clipping video calls across platforms, but has a less polished action item workflow. | [.md](https://openaitools.app/tool/tldv-io.md) | | 6 | [Hex](https://openaitools.app/tool/hex-tech) | 782,737 | +10.8% | Freemium, Free Trial, Paid, Contact for Pricing, Free | An agentic analytics platform that turns questions into governed, trusted answers | [.md](https://openaitools.app/tool/hex-tech.md) | | 7 | [Julius AI](https://openaitools.app/tool/julius-ai) | 665,487 | +5% | Free Trial, Contact for Pricing | Chat with your data to get analysis, charts, reports, and slides | [.md](https://openaitools.app/tool/julius-ai.md) | | 8 | [Circleback](https://openaitools.app/tool/circleback) | 272,906 | +12.5% | Free Trial | Generates clean structured notes with reliable action items, but offers fewer third-party integrations than Fathom. | [.md](https://openaitools.app/tool/circleback.md) | | 9 | [Avoma](https://openaitools.app/tool/avoma-ai-meeting-assistant) | 193,867 | +7.5% | Freemium, Free Trial, Paid | All-in-one AI meeting assistant for revenue teams | [.md](https://openaitools.app/tool/avoma-ai-meeting-assistant.md) | | 10 | [Fellow](https://openaitools.app/tool/fellow) | 188,722 | -5% | Contact for Pricing | The secure AI meeting notetaker built for teams that cannot get privacy wrong | [.md](https://openaitools.app/tool/fellow.md) | --- Source: https://openaitools.app/compare/fathom-2-0-vs-rtutor More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)