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<title>All 44 Software Categories with Verified Pricing | ComparEdge Open Data</title>
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<span class="brand">ComparEdge <em>open data</em></span>
<nav><a href="methodology.html">Methodology</a><a href="https://comparedge.com/open-data">Dataset docs</a><a href="https://comparedge.com">comparedge.com</a></nav>
</header>
<main>
<h1>Every software category we track, priced and dated</h1>
<p class="lede">Software pricing pages are built to be skimmed, not compared. Vendors hide the real seat price behind a billing toggle, rename tiers mid-year, and retire free plans without a changelog entry. ComparEdge pins those numbers down: <strong>494 SaaS, AI and crypto tools across 44 categories</strong>, every price read from the vendor's own page and stamped with the date it was checked.</p>
<div class="stats">
<div><b>494</b><span>tools tracked</span></div>
<div><b>44</b><span>categories</span></div>
<div><b>69</b><span>LLMs with token rates</span></div>
<div><b>CC BY 4.0</b><span>license</span></div>
</div>
<p>This site is the open-data companion to <a href="https://comparedge.com">ComparEdge</a>. The catalog ships as plain JSON feeds anyone can pull, and each category below links to its live ranking, where every tool carries current plans, a free-tier flag and a verification date. The rankings sit in the <a href="https://comparedge.com/best">category leaderboards</a>; the raw plan data lives in the <a href="https://comparedge.com/pricing">pricing database</a>; and when a tool is not a fit, the <a href="https://comparedge.com/alternatives">alternatives hub</a> maps the switch paths. If a number here ever disagrees with a vendor page, the newer date wins. That is the whole editorial policy.</p>
<h2 id="categories">The 44 categories</h2>
<section class="group">
<h3>AI and machine learning <span class="gcount">10 categories · 125 tools</span></h3>
<p>The largest slice of the catalog, and the fastest-moving one. Model pricing shifts more often here than anywhere else, so the LLM entries carry per-token API rates on top of plan data, refreshed on a rolling schedule.</p>
<div class="cat-grid">
<a class="cat" href="https://comparedge.com/best/llm"><span class="cat-name">Large Language Models</span><span class="cat-count">20</span><span class="cat-desc">GPT-4o, Claude, Gemini, DeepSeek & more</span></a>
<a class="cat" href="https://comparedge.com/best/ai-agents"><span class="cat-name">AI Agents</span><span class="cat-count">13</span><span class="cat-desc">Autonomous agents & orchestration</span></a>
<a class="cat" href="https://comparedge.com/best/ai-assistants"><span class="cat-name">AI Assistants</span><span class="cat-count">7</span><span class="cat-desc">Customer support & conversational AI</span></a>
<a class="cat" href="https://comparedge.com/best/ai-coding"><span class="cat-name">AI Coding Tools</span><span class="cat-count">15</span><span class="cat-desc">Code editors, Copilot & pair programming</span></a>
<a class="cat" href="https://comparedge.com/best/ai-image"><span class="cat-name">AI Image Generators</span><span class="cat-count">14</span><span class="cat-desc">Midjourney, DALL-E, Stable Diffusion</span></a>
<a class="cat" href="https://comparedge.com/best/ai-meeting"><span class="cat-name">AI Meeting Tools</span><span class="cat-count">4</span><span class="cat-desc">Meeting recorders, notes & action items</span></a>
<a class="cat" href="https://comparedge.com/best/ai-productivity"><span class="cat-name">AI Productivity</span><span class="cat-count">17</span><span class="cat-desc">Notes, presentations, research & data AI</span></a>
<a class="cat" href="https://comparedge.com/best/ai-video"><span class="cat-name">AI Video Tools</span><span class="cat-count">13</span><span class="cat-desc">Video generation & editing with AI</span></a>
<a class="cat" href="https://comparedge.com/best/ai-voice"><span class="cat-name">AI Voice & Audio</span><span class="cat-count">10</span><span class="cat-desc">Voice synthesis, cloning & music AI</span></a>
<a class="cat" href="https://comparedge.com/best/ai-writing"><span class="cat-name">AI Writing Tools</span><span class="cat-count">12</span><span class="cat-desc">Content, copywriting & SEO writing</span></a>
</div>
</section>
<section class="group">
<h3>Business and operations <span class="gcount">14 categories · 189 tools</span></h3>
<p>The classic stack: CRM seats, email sends, payroll runs. This is where per-seat pricing games are oldest and annual-billing toggles do their best work hiding the real monthly figure.</p>
<div class="cat-grid">
<a class="cat" href="https://comparedge.com/best/accounting"><span class="cat-name">Accounting</span><span class="cat-count">15</span><span class="cat-desc">Invoicing, payroll & bookkeeping</span></a>
<a class="cat" href="https://comparedge.com/best/analytics"><span class="cat-name">Analytics & BI</span><span class="cat-count">7</span><span class="cat-desc">Product analytics, web analytics & BI tools</span></a>
<a class="cat" href="https://comparedge.com/best/crm"><span class="cat-name">CRM</span><span class="cat-count">18</span><span class="cat-desc">Customer relationship management</span></a>
<a class="cat" href="https://comparedge.com/best/customer-support"><span class="cat-name">Customer Support</span><span class="cat-count">6</span><span class="cat-desc">Helpdesk, live chat & ticketing software</span></a>
<a class="cat" href="https://comparedge.com/best/design-tools"><span class="cat-name">Design Tools</span><span class="cat-count">18</span><span class="cat-desc">UI/UX, graphics & prototyping</span></a>
<a class="cat" href="https://comparedge.com/best/email-marketing"><span class="cat-name">Email Marketing</span><span class="cat-count">20</span><span class="cat-desc">Campaigns, automation & newsletters</span></a>
<a class="cat" href="https://comparedge.com/best/erp"><span class="cat-name">ERP Software</span><span class="cat-count">10</span><span class="cat-desc">Enterprise resource planning suites</span></a>
<a class="cat" href="https://comparedge.com/best/finops"><span class="cat-name">FinOps Platforms</span><span class="cat-count">11</span><span class="cat-desc">Cloud cost management and optimization</span></a>
<a class="cat" href="https://comparedge.com/best/hr-tools"><span class="cat-name">HR & People Ops</span><span class="cat-count">7</span><span class="cat-desc">Payroll, HRIS, hiring & workforce tools</span></a>
<a class="cat" href="https://comparedge.com/best/payments"><span class="cat-name">Payments & Billing</span><span class="cat-count">7</span><span class="cat-desc">Payment processing, subscriptions & billing</span></a>
<a class="cat" href="https://comparedge.com/best/project-management"><span class="cat-name">Project Management</span><span class="cat-count">20</span><span class="cat-desc">Tasks, sprints & team workflows</span></a>
<a class="cat" href="https://comparedge.com/best/seo-tools"><span class="cat-name">SEO Tools</span><span class="cat-count">8</span><span class="cat-desc">Keyword research, backlinks & site audits</span></a>
<a class="cat" href="https://comparedge.com/best/video-conferencing"><span class="cat-name">Video Conferencing</span><span class="cat-count">19</span><span class="cat-desc">Meetings, webinars & team calls</span></a>
<a class="cat" href="https://comparedge.com/best/website-builders"><span class="cat-name">Website Builders</span><span class="cat-count">23</span><span class="cat-desc">No-code & CMS platforms</span></a>
</div>
</section>
<section class="group">
<h3>Crypto and web3 <span class="gcount">9 categories · 67 tools</span></h3>
<p>Exchanges are priced by maker and taker fee schedules rather than seats, so these categories track full VIP fee tables alongside ordinary subscription products like tax software and portfolio trackers.</p>
<div class="cat-grid">
<a class="cat" href="https://comparedge.com/best/crypto-analytics"><span class="cat-name">Crypto Analytics</span><span class="cat-count">8</span><span class="cat-desc">On-chain data & market analytics</span></a>
<a class="cat" href="https://comparedge.com/best/crypto-exchanges"><span class="cat-name">Crypto Exchanges</span><span class="cat-count">8</span><span class="cat-desc">Spot, futures & derivatives trading</span></a>
<a class="cat" href="https://comparedge.com/best/crypto-portfolio-trackers"><span class="cat-name">Portfolio Trackers</span><span class="cat-count">5</span><span class="cat-desc">Track crypto across wallets & exchanges</span></a>
<a class="cat" href="https://comparedge.com/best/crypto-tax"><span class="cat-name">Crypto Tax Software</span><span class="cat-count">6</span><span class="cat-desc">Tax reports, compliance & filing</span></a>
<a class="cat" href="https://comparedge.com/best/crypto-telegram-bots"><span class="cat-name">Crypto Telegram Bots</span><span class="cat-count">8</span><span class="cat-desc">Sniping, swapping & auto-trading</span></a>
<a class="cat" href="https://comparedge.com/best/crypto-trading-bots"><span class="cat-name">Crypto Trading Bots</span><span class="cat-count">8</span><span class="cat-desc">Automated DCA, grid & signal bots</span></a>
<a class="cat" href="https://comparedge.com/best/crypto-wallets"><span class="cat-name">Crypto Wallets</span><span class="cat-count">11</span><span class="cat-desc">Hot, cold & hardware wallets</span></a>
<a class="cat" href="https://comparedge.com/best/defi-tools"><span class="cat-name">DeFi Tools</span><span class="cat-count">5</span><span class="cat-desc">DEX aggregators & DeFi dashboards</span></a>
<a class="cat" href="https://comparedge.com/best/dex"><span class="cat-name">Decentralized Exchanges</span><span class="cat-count">8</span><span class="cat-desc">Trade crypto on DEX platforms</span></a>
</div>
</section>
<section class="group">
<h3>Developer and infrastructure <span class="gcount">4 categories · 59 tools</span></h3>
<p>Usage-based pricing lives here. Databases and hosting bill by compute unit, storage and egress, which is exactly where a published rate card matters more than a marketing page.</p>
<div class="cat-grid">
<a class="cat" href="https://comparedge.com/best/cloud-hosting"><span class="cat-name">Cloud Hosting</span><span class="cat-count">24</span><span class="cat-desc">Servers, CDN & infrastructure</span></a>
<a class="cat" href="https://comparedge.com/best/databases"><span class="cat-name">Databases</span><span class="cat-count">14</span><span class="cat-desc">Managed SQL, NoSQL and serverless</span></a>
<a class="cat" href="https://comparedge.com/best/data-observability"><span class="cat-name">Data Observability</span><span class="cat-count">11</span><span class="cat-desc">Pipeline monitoring and data quality</span></a>
<a class="cat" href="https://comparedge.com/best/vector-databases"><span class="cat-name">Vector Databases</span><span class="cat-count">10</span><span class="cat-desc">Embedding storage and similarity search</span></a>
</div>
</section>
<section class="group">
<h3>Security and privacy <span class="gcount">7 categories · 54 tools</span></h3>
<p>Quote-only pricing is the norm in enterprise security, so verified public numbers are scarce and worth keeping. Where a vendor publishes nothing, the record says so instead of guessing.</p>
<div class="cat-grid">
<a class="cat" href="https://comparedge.com/best/ai-security"><span class="cat-name">AI Security</span><span class="cat-count">5</span><span class="cat-desc">AI threat detection and model security</span></a>
<a class="cat" href="https://comparedge.com/best/cloud-security"><span class="cat-name">Cloud Security</span><span class="cat-count">8</span><span class="cat-desc">CSPM, CNAPP and workload protection</span></a>
<a class="cat" href="https://comparedge.com/best/compliance"><span class="cat-name">Compliance Automation</span><span class="cat-count">10</span><span class="cat-desc">SOC 2, ISO 27001 and audit automation</span></a>
<a class="cat" href="https://comparedge.com/best/endpoint-security"><span class="cat-name">Endpoint Security</span><span class="cat-count">9</span><span class="cat-desc">EDR, antivirus and device protection</span></a>
<a class="cat" href="https://comparedge.com/best/iam"><span class="cat-name">Identity & Access Management</span><span class="cat-count">12</span><span class="cat-desc">SSO, MFA and zero-trust access</span></a>
<a class="cat" href="https://comparedge.com/best/password-managers"><span class="cat-name">Password Managers</span><span class="cat-count">5</span><span class="cat-desc">Secure credentials & vaults</span></a>
<a class="cat" href="https://comparedge.com/best/vpn"><span class="cat-name">VPN</span><span class="cat-count">5</span><span class="cat-desc">Privacy, security & anonymity</span></a>
</div>
</section>
<h2 id="depth">Where the catalog is deepest</h2>
<p>Coverage is not spread evenly, and that is deliberate. Categories where pricing is most volatile or most opaque get more entries. The ten largest:</p>
<div class="bars">
<div class="bar-row"><a href="https://comparedge.com/best/cloud-hosting">Cloud Hosting</a><div class="bar-track"><div class="bar" style="width:100%"></div></div><span class="bar-n">24</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/website-builders">Website Builders</a><div class="bar-track"><div class="bar" style="width:96%"></div></div><span class="bar-n">23</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/llm">Large Language Models</a><div class="bar-track"><div class="bar" style="width:83%"></div></div><span class="bar-n">20</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/email-marketing">Email Marketing</a><div class="bar-track"><div class="bar" style="width:83%"></div></div><span class="bar-n">20</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/project-management">Project Management</a><div class="bar-track"><div class="bar" style="width:83%"></div></div><span class="bar-n">20</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/video-conferencing">Video Conferencing</a><div class="bar-track"><div class="bar" style="width:79%"></div></div><span class="bar-n">19</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/crm">CRM</a><div class="bar-track"><div class="bar" style="width:75%"></div></div><span class="bar-n">18</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/design-tools">Design Tools</a><div class="bar-track"><div class="bar" style="width:75%"></div></div><span class="bar-n">18</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/ai-productivity">AI Productivity</a><div class="bar-track"><div class="bar" style="width:71%"></div></div><span class="bar-n">17</span></div>
<div class="bar-row"><a href="https://comparedge.com/best/ai-coding">AI Coding Tools</a><div class="bar-track"><div class="bar" style="width:62%"></div></div><span class="bar-n">15</span></div>
</div>
<h2 id="llm">Cheapest language models by token price</h2>
<p>Language models are priced per million tokens rather than per seat, so the dataset tracks them separately. The table lists the lowest-cost models in the current feed, weighted three parts input to one part output because real workloads read far more than they write. Feed updated 2026-07-10. The same numbers power the <a href="https://comparedge.com/llm-calculator">LLM cost calculator</a>.</p>
<div class="tablewrap"><table>
<thead><tr><th>Provider</th><th>Model</th><th>Input / 1M</th><th>Output / 1M</th><th>Context</th></tr></thead>
<tbody>
<tr><td>Amazon</td><td>Amazon Nova Micro</td><td>$0.035</td><td>$0.14</td><td>128K</td></tr>
<tr><td>Cohere</td><td>Command R7B</td><td>$0.0375</td><td>$0.15</td><td>128K</td></tr>
<tr><td>Cerebras</td><td>Llama 3.1 8B</td><td>$0.1</td><td>$0.1</td><td>128K</td></tr>
<tr><td>Amazon</td><td>Amazon Nova Lite</td><td>$0.06</td><td>$0.24</td><td>300K</td></tr>
<tr><td>Groq</td><td>GPT-OSS 120B</td><td>$0.075</td><td>$0.3</td><td>128K</td></tr>
<tr><td>Groq</td><td>Llama 4 Scout</td><td>$0.11</td><td>$0.34</td><td>1000K</td></tr>
<tr><td>Google</td><td>Gemini 2.5 Flash-Lite</td><td>$0.1</td><td>$0.4</td><td>1000K</td></tr>
<tr><td>DeepSeek</td><td>DeepSeek-V4-Flash</td><td>$0.14</td><td>$0.28</td><td>1000K</td></tr>
<tr><td>Together AI</td><td>Llama 3.1 8B Turbo</td><td>$0.18</td><td>$0.18</td><td>128K</td></tr>
<tr><td>Mistral AI</td><td>Mistral Small 4</td><td>$0.15</td><td>$0.6</td><td>128K</td></tr>
</tbody></table></div>
<h2 id="sample">What a plan record looks like</h2>
<p>For the rest of the catalog, each record keeps the full plan matrix. The sample below shows the lowest paid monthly plan per product with the free-plan flag and the date the price was last checked against the vendor page. Full profiles are on the <a href="https://comparedge.com/tools">tools directory</a>.</p>
<div class="tablewrap"><table>
<thead><tr><th>Product</th><th>Lowest paid plan</th><th>Free plan</th><th>Verified</th></tr></thead>
<tbody>
<tr><td>Notion</td><td>$12/mo</td><td>Yes</td><td>2026-06-28</td></tr>
<tr><td>Linear</td><td>$10/mo</td><td>Yes</td><td>2026-06-28</td></tr>
<tr><td>Figma</td><td>$20/mo</td><td>Yes</td><td>2026-06-28</td></tr>
<tr><td>1Password</td><td>$4.99/mo</td><td>No</td><td>2026-06-28</td></tr>
<tr><td>HubSpot</td><td>$25/mo</td><td>Yes</td><td>2026-06-28</td></tr>
<tr><td>Zoom</td><td>$16.99/mo</td><td>Yes</td><td>2026-06-28</td></tr>
<tr><td>Airtable</td><td>$24/mo</td><td>Yes</td><td>2026-06-28</td></tr>
<tr><td>Vercel</td><td>$20/mo</td><td>Yes</td><td>2026-06-28</td></tr>
<tr><td>Mailchimp</td><td>$13/mo</td><td>Yes</td><td>2026-06-28</td></tr>
<tr><td>GitHub Copilot</td><td>$10/mo</td><td>Yes</td><td>2026-07-03</td></tr>
</tbody></table></div>
<h2 id="how">How the numbers get checked</h2>
<p>Every record starts at the vendor's pricing page, rendered in a real browser rather than scraped from cached HTML, because half the interesting numbers only appear after a billing toggle is clicked. A price enters the dataset together with the date it was verified, and that date is part of the data: a figure checked in June is a June figure, not a promise. Changes land in a public changelog feed with the old value, the new value and the day the move was caught. The longer write-up is on this site's <a href="methodology.html">methodology page</a> and in the <a href="https://comparedge.com/methodology">ComparEdge methodology</a>. The short version: no price ships without a human having seen it on the vendor's own page.</p>
<h2 id="data">Getting the data</h2>
<p>Four JSON feeds cover the catalog: <a href="https://comparedge.com/llms-tools.json">llms-tools.json</a> is the product index, <a href="https://comparedge.com/llms-pricing.json">llms-pricing.json</a> holds full plan data, <a href="https://comparedge.com/llms-changelog.json">llms-changelog.json</a> records price changes over time, and <a href="https://comparedge.com/llms-model-prices.json">llms-model-prices.json</a> carries per-token model rates. Schema and license are documented on the <a href="https://comparedge.com/open-data">open data page</a>. If you would rather query from an assistant than parse JSON, three open-source MCP servers wrap the same feeds: the <a href="https://github.com/comparedge/mcp-server-comparedge">catalog server</a>, <a href="https://github.com/comparedge/llm-cost-mcp">llm-cost</a> for token math and <a href="https://github.com/comparedge/price-watch-mcp">price-watch</a> for change tracking. All three are free, need no API key, and are documented on <a href="https://comparedge.com/mcp">ComparEdge MCP</a>.</p>
<p>The license is CC BY 4.0. Use the data commercially, redistribute it, build on it; just credit ComparEdge. Prices are provided as verified on their stated dates and can move at any time, so treat the verification date as part of the data rather than a footnote.</p>
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<span>ComparEdge open data · updated 2026-07-11</span>
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