Replacement recipes · 546 ways out, 486 priced

Compare SaaS alternatives and replacement recipes

Go from to

Pick what you pay for today, then where you want to land: another app, open source, a build brief for your agent, or a cheaper plan of the same tool. Every move shows the money, the fit and the steps.

Every recipe

Keep the features you use. Stop renting the rest.

Each recipe maps the part of a product you actually use to every way out: a cheaper vendor, an open-source tool, pay per use, or a spec to replace it with AI. Search by the vendor you pay, a feature, or a category, or browse the 155 vendors with their prices and cancel steps. Any AI agent can search the same catalog through the Stackcut MCP server.

  • 139 recipes
  • 546 replacement paths
  • 275 products
  • 58 categories
  • Updated 2026-10-14
Modeled, not measured. Savings use public prices and planning assumptions: the bill you stop paying, minus the new tool, your upkeep time and your setup time at $50/hour, over the first 12 months. Paths marked Tested by Stackcut were run end to end by us on our own products. They're our tests, not customer results. Check the must-haves in each recipe before you switch.
139 recipes
Salesforce, HubSpot Sales Hub, PipedriveCRM Small-team sales pipelineContacts, Companies, Deals, Tasks, Simple pipeline report Switch vendorOpen sourceAgent skillReplace with AI $10,260best, modeled year one

Best modeled path
Bigin Express
10 users; contacts, one deal pipeline, tasks and simple reports

Before switching
All must-have features covered.

Intercom, Zendesk, Help Scout, FrontSupport Small-team support inboxEmail support, Live chat, Assignment, Macros, Public help content Switch vendorOpen sourceAgent skillReplace with AI $3,060best, modeled year one

Best modeled path
Chatwoot cloud
5 agents; email, website chat, public help center

Before switching
Exact paid-feature needs checked.

Airtable, SmartsheetInternal data One internal operations workflowStructured records, Views, Roles, Approvals, Import/export Switch vendorCheaper planOpen sourceReplace with AI $2,900best, modeled year one

Best modeled path
Replace with AI: operations app
20 editing users; one stable approval workflow

Before switching
Actual editing seats known.

ClayLead data Lead enrichmentContact and company enrichment, Waterfall across data providers, Tables and workflows Switch vendorCheaper planAgent skill $2,208best, modeled year one

Best modeled path
Clay (free tier)
If your use fits the free tier (100 data credits/mo and 500 actions/mo; unlimited seats and tables).

Before switching
You only rely on: Contact and company enrichment, Waterfall across data providers, Tables and workflows.

SurveyMonkeyForms Forms and surveysSurvey builder with question types and templates, Skip logic and branching, Collect via web link, email invitations and embeds, Exports (CSV, XLS, PDF, PPT, SPSS) Switch vendorOpen source $1,270best, modeled year one

Best modeled path
LimeSurvey

Before switching
You only rely on: Survey builder with question types and templates, Skip logic and branching, Collect via web link, email invitations and embeds, Exports (CSV, XLS, PDF, PPT, SPSS).

ThinkificCourses Course platformCourses, quizzes and discussions, Checkout and Thinkific Payments, Site builder and landing pages Switch vendor $1,258best, modeled year one

Best modeled path
Payhip (free tier)
If your use fits the free tier (Free Forever: all features, unlimited products and revenue, 5% transaction fee; PayPal and Stripe charge their standard processing on top).

Before switching
You only rely on: Courses, quizzes and discussions, Checkout and Thinkific Payments, Site builder and landing pages.

Canny, ProductboardFeedback Feedback, roadmap and changelogFeedback submission, Votes, Statuses, Moderation, Changelog Switch vendorCheaper planOpen sourceReplace with AI $1,176best, modeled year one

Best modeled path
Canny (free tier)
If your use fits the free tier (25 tracked users (anyone with a post, vote or comment; the count does not reset monthly), 5 managers, unlimited contributors, unlimited boards and feedback, public roadmap and changelog, Autopilot feedback capture; only feedback and notification integrations).

Before switching
Existing Fider/other tools checked.

HootsuiteSocial scheduling Social media schedulerSchedule posts, Multi-network publishing, Content calendar, Analytics and reports Switch vendorOpen source $1,150best, modeled year one

Best modeled path
SocialBee

Before switching
You only rely on: Schedule posts, Multi-network publishing, Content calendar, Analytics and reports.

KajabiCourses Course platformCourses, Website and landing pages, Email marketing, Community, Checkout and payments Switch vendor $1,030best, modeled year one

Best modeled path
Teachable

Before switching
You only rely on: Courses, Website and landing pages, Email marketing, Community, Checkout and payments.

CircleCommunity Paid communityDiscussion spaces and posts, Courses, Live events and live streams, Paywalls and payments Switch vendorOpen source $1,030best, modeled year one

Best modeled path
Skool

Before switching
You only rely on: Discussion spaces and posts, Courses, Live events and live streams, Paywalls and payments.

TeachableCourses Course platformCourses (drip, quizzes, lesson comments), Checkout and payments, Sales pages and course site Switch vendor $1,018best, modeled year one

Best modeled path
Payhip (free tier)
If your use fits the free tier (Free Forever: all features, unlimited products and revenue, 5% transaction fee; PayPal and Stripe charge their standard processing on top).

Before switching
You only rely on: Courses (drip, quizzes, lesson comments), Checkout and payments, Sales pages and course site.

Asana, monday.com, ClickUp, SmartsheetWork management A single team work-tracking processTasks, Owners, Statuses, Due dates, A few reports Switch vendorOpen sourceAgent skillReplace with AI $919best, modeled year one

Best modeled path
Trello Free
Up to 10 people; tasks with owners, statuses and due dates on at most 10 boards, 250 automation runs a month

Before switching
Team agrees to narrower workflow.

SemrushSEO data Occasional keyword or rank lookupsSelected keyword queries, Selected SERP/rank lookups, CSV export Switch vendorOpen sourcePay per useAgent skillReplace with AI $786best, modeled year one

Best modeled path
Build it: keyword + rank checker

Before switching
Exact data endpoint identified.

Bannerbear, PlacidMedia automation Fixed-template image generationTemplate rendering, Variable text/images, Batch generation, API output Agent skillReplace with AI $748best, modeled year one

Best modeled path
Replace with AI: fixed-template image API
Up to 10,000 static images/month across five templates

Before switching
Limited known templates.

Dropbox DocSendDocument sharing Document sharing with analyticsSecure links with email gate, passcode, expiry and download control, View analytics and real-time visit notifications, Update a shared file or revoke access after sending Switch vendor $730best, modeled year one

Best modeled path
Papermark (free tier)
If your use fits the free tier (1 team member, 50 links, 50 documents, unlimited visitors, page-by-page analytics (30-day retention); email gate, notifications, download control, expiry and password on links.).

Before switching
You only rely on: Secure links with email gate, passcode, expiry and download control, View analytics and real-time visit notifications, Update a shared file or revoke access after sending.

WistiaVideo hosting Video hostingVideo hosting and embeddable player, Advanced video analytics, CTAs and lead-capture forms in videos Switch vendorCheaper plan $646best, modeled year one

Best modeled path
Vimeo

Before switching
You only rely on: Video hosting and embeddable player, Advanced video analytics, CTAs and lead-capture forms in videos.

beehiivEmail marketing Creator newsletterNewsletter sending, Hosted website Switch vendorCheaper planOpen sourceAgent skillReplace with AI $576best, modeled year one

Best modeled path
beehiiv (free tier)
If your use fits the free tier (Free: up to 2,500 subscribers, 1 team seat, unlimited email sends).

Before switching
You only rely on: Newsletter sending, Hosted website.

HunterLead data Occasional email verificationVerify known email addresses, Upload a CSV, Export results Cheaper planReplace with AI $576best, modeled year one

Best modeled path
Hunter (free tier)
If your use fits the free tier (50 credits a month; Sequences from 1 connected email account with up to 500 recipients per sequence; unlimited team members).

Before switching
Verification-only use confirmed.

SkoolCommunity Paid communityCommunity feed and posts, Classroom courses, Calendar and live calls, Paid memberships with built-in payments Switch vendorOpen source $550best, modeled year one

Best modeled path
Podia

Before switching
You only rely on: Community feed and posts, Classroom courses, Calendar and live calls, Paid memberships with built-in payments.

LaterSocial scheduling Social media schedulerSchedule and auto-publish posts, Multi-profile publishing, Visual planner (calendar), Link in Bio page, Analytics Switch vendorOpen source $550best, modeled year one

Best modeled path
Buffer (free tier)
If your use fits the free tier (Up to 3 channels, 10 scheduled posts per channel, 100 ideas, 1 user, 3,000 API requests/month).

Before switching
You only rely on: Schedule and auto-publish posts, Multi-profile publishing, Visual planner (calendar), Link in Bio page, Analytics.

Hotjar (Contentsquare)Analytics Behavior analyticsSession recordings (replays), Heatmaps (click, move and scroll), Filters and segments Switch vendorCheaper plan $538best, modeled year one

Best modeled path
Microsoft Clarity (free tier)
If your use fits the free tier (Free forever, no traffic limits, unlimited projects, heatmaps and team members; records up to 100,000 sessions per project a day; recordings kept 30 days (favorites and a sample up to 9 months); heatmaps up to 9 months).

Before switching
You only rely on: Session recordings (replays), Heatmaps (click, move and scroll), Filters and segments.

PodiaCourses Course platformOnline courses, Digital downloads, Email marketing, Website, blog and landing pages, Built-in checkout Switch vendor $538best, modeled year one

Best modeled path
Payhip (free tier)
If your use fits the free tier (Free Forever: all features, unlimited products and revenue, 5% transaction fee; PayPal and Stripe charge their standard processing on top).

Before switching
You only rely on: Online courses, Digital downloads, Email marketing, Website, blog and landing pages, Built-in checkout.

SocialBeeSocial scheduling Social media schedulerSchedule posts, Multi-network publishing, Content calendar, Content categories and evergreen recycling Switch vendorOpen source $538best, modeled year one

Best modeled path
Buffer (free tier)
If your use fits the free tier (Up to 3 channels, 10 scheduled posts per channel, 100 ideas, 1 user, 3,000 API requests/month).

Before switching
You only rely on: Schedule posts, Multi-network publishing, Content calendar, Content categories and evergreen recycling.

DataboxReporting A few recurring KPI reportsAuthorized data imports, Metric definitions, Charts, Scheduled digest Switch vendorOpen sourceAgent skillReplace with AI $502best, modeled year one

Best modeled path
Small Business plugin (Anthropic knowledge-work-plugins)
Three small-team seats: a sales CRM (crm-autopilot builds and keeps a four-tab spreadsheet CRM when there is none), an AI email-writing add-on (inbox-manager drafts replies in the owner's learned voice), and a KPI-report tool (report-builder and report-pack rerun saved report definitions on a schedule from connectors or a CSV).

Before switching
Source API access already exists.

PandaDoc, DocusignDocuments Simple templates and signature routingPDF templates, Recipient routing, Signatures, Evidence export Switch vendorOpen sourceAgent skillReplace with AI $490best, modeled year one

Best modeled path
OpenSign (free tier)
If your use fits the free tier (Hosted free plan: unlimited e-signatures, request signatures from others, unlimited templates and guest signers, signing order, completion certificates. API, webhooks, reminders and bulk send need a paid plan.).

Before switching
Jurisdiction and assurance reviewed.

CrispSupport Website live chatWebsite chat widget, Shared inbox (email from Mini), Canned responses Switch vendor $490best, modeled year one

Best modeled path
tawk.to (free tier)
If your use fits the free tier (Free forever: live chat, ticketing (forward your support email in), knowledge base, shortcuts and CRM, with unlimited agents, chats, contacts and history; shows a 'Powered by tawk.to' badge unless you pay $29/month per property.).

Before switching
You only rely on: Website chat widget, Shared inbox (email from Mini), Canned responses.

FreshBooksInvoicing Invoicing and accountingInvoices with online payments, Recurring invoices, Time tracking, Expense tracking Switch vendorOpen source $466best, modeled year one

Best modeled path
Zoho Invoice (free tier)
If your use fits the free tier (Free forever: up to 2 users, 3 projects and 500 invoices a year; up to 2 organizations; 'Powered by Zoho Invoice' branding; data of accounts inactive over 180 days is deleted after notice.).

Before switching
You only rely on: Invoices with online payments, Recurring invoices, Time tracking, Expense tracking.

Kit (ConvertKit)Email marketing Creator newsletterEmail broadcasts, Landing pages and forms, Tagging and segmentation Switch vendorCheaper planOpen sourceAgent skill $456best, modeled year one

Best modeled path
Kit (ConvertKit) (free tier)
If your use fits the free tier (Newsletter (free): up to 10,000 subscribers, unlimited broadcasts, landing pages and forms, 1 user; no visual automations or automated sequences).

Before switching
You only rely on: Email broadcasts, Landing pages and forms, Tagging and segmentation.

lemlistCold email Cold email outreachEmail sequences with conditions, Unlimited email senders with inbox rotation, Email warm-up and deliverability hub Switch vendorOpen source $430best, modeled year one

Best modeled path
Warmbly

Before switching
You only rely on: Email sequences with conditions, Unlimited email senders with inbox rotation, Email warm-up and deliverability hub.

CloseCRM Sales CRMLeads and contacts, Opportunity pipeline, Inbox and task list, Built-in calling, Reporting Switch vendorOpen source $430best, modeled year one

Best modeled path
Bigin

Before switching
You only rely on: Leads and contacts, Opportunity pipeline, Inbox and task list, Built-in calling, Reporting.

Typeform, Jotform, PaperformForms Branded intake and approval flowForm, Conditional fields, Uploads, Validation, Webhook Switch vendorOpen sourceAgent skillReplace with AIAlready included $418best, modeled year one

Best modeled path
Tally (free tier)
If your use fits the free tier (Unlimited forms and submissions within fair use; conditional logic, payments, signatures, file uploads (10 MB per file), webhooks; team collaboration is a Pro feature).

Before switching
Tally/free plan fails a real requirement.

ShopifyOnline store Ecommerce platformStore builder and themes, Checkout and card payments, Products, orders and inventory, Shipping rates and labels Switch vendor $418best, modeled year one

Best modeled path
Payhip (free tier)
If your use fits the free tier (Free Forever: all features, unlimited products and revenue, 5% transaction fee; PayPal and Stripe charge their standard processing on top).

Before switching
You only rely on: Store builder and themes, Checkout and card payments, Products, orders and inventory, Shipping rates and labels.

Better StackStatus pages Uptime monitoringUptime monitoring, Status pages Switch vendorCheaper planOpen sourceAgent skill $396best, modeled year one

Best modeled path
Better Stack (free tier)
If your use fits the free tier (10 monitors & heartbeats, 1 status page, 100,000 exceptions/mo, 5,000 session replays, 3 GB logs and 3 GB traces (3-day retention)).

Before switching
You only rely on: Uptime monitoring, Status pages.

SignWellE-signature E-signature workflowSend documents for signature, Templates and template links, Multiple signers and signing order, Audit trail and tamper-evident documents Switch vendorOpen source $382best, modeled year one

Best modeled path
OpenSign (free tier)
If your use fits the free tier (Hosted free plan: unlimited e-signatures, request signatures from others, unlimited templates and guest signers, signing order, completion certificates. API, webhooks, reminders and bulk send need a paid plan.).

Before switching
You only rely on: Send documents for signature, Templates and template links, Multiple signers and signing order, Audit trail and tamper-evident documents.

AttioCRM Sales CRMPeople and companies with live contact sync, Deal pipelines, Tasks and notes, Reports, Email and calendar sync Switch vendorOpen source $370best, modeled year one

Best modeled path
Bigin

Before switching
You only rely on: People and companies with live contact sync, Deal pipelines, Tasks and notes, Reports, Email and calendar sync.

XeroBookkeeping Small business accountingInvoices and quotes, Bank feeds, Bank reconciliation, Real-time financial reports Switch vendorOpen sourceAgent skill $370best, modeled year one

Best modeled path
Zoho Books

Before switching
You only rely on: Invoices and quotes, Bank feeds, Bank reconciliation, Real-time financial reports.

Adobe Creative CloudDesign Photo and graphics editingPhoto editing and retouching (Photoshop), Vector illustration and logos (Illustrator), Opens and edits layered PSD files Switch vendorOpen source $364best, modeled year one

Best modeled path
Affinity (by Canva) (free tier)
If your use fits the free tier (Every Pixel, Vector and Layout tool and all export features, free with a free Canva account; install on as many devices as you like. Canva AI tools (Generative Fill, background removal) need a Canva premium plan.).

Before switching
You only rely on: Photo editing and retouching (Photoshop), Vector illustration and logos (Illustrator), Opens and edits layered PSD files.

v0 by VercelApp builders AI app builderBuild UI/app from prompt, Deploy to Vercel Switch vendorCheaper planAgent skill $348best, modeled year one

Best modeled path
v0 by Vercel (free tier)
If your use fits the free tier ($5 of included monthly credits, 7 messages/day limit, deploy to Vercel).

Before switching
You only rely on: Build UI/app from prompt, Deploy to Vercel.

SenjaTestimonials Owned testimonial collection and widgetText collection, Consent, Moderation, Embeddable wall Switch vendorCheaper planReplace with AI $336best, modeled year one

Best modeled path
Senja (free tier)
If your use fits the free tier (Up to 15 text and video testimonials, collection form, invites, imports, unlimited widgets and Walls of Love, widget analytics, export with SD video; Senja branding).

Before switching
Consent and withdrawal supported.

SuperGrok (Grok)AI chat General AI assistantChat with AI, Web and X search Switch vendorAlready included $335best, modeled year one

Best modeled path
X Premium+

Before switching
You only rely on: Chat with AI, Web and X search.

Zapier, MakeAutomation A handful of stable automationsWebhook triggers, Scheduled jobs, Mapping, Retries, Failure alerts Switch vendorOpen sourceReplace with AI $310best, modeled year one

Best modeled path
Activepieces (free tier)
If your use fits the free tier (100 credits a day (a run is 1 credit), 1 user; runs past the quota wait for the next day).

Before switching
Task/credit units mapped per workflow.

Dropbox SignE-signature E-signature workflowUnlimited signature requests, Templates and template links, Audit trail and tamper-proof documents Switch vendorOpen source $310best, modeled year one

Best modeled path
OpenSign (free tier)
If your use fits the free tier (Hosted free plan: unlimited e-signatures, request signatures from others, unlimited templates and guest signers, signing order, completion certificates. API, webhooks, reminders and bulk send need a paid plan.).

Before switching
You only rely on: Unlimited signature requests, Templates and template links, Audit trail and tamper-proof documents.

Adobe AcrobatPDF editing PDF editorEdit text and images in PDFs, Create PDFs and convert to/from Word, Excel and images, Merge, split and organize pages, Fill and sign PDFs Switch vendorAlready included $310best, modeled year one

Best modeled path
PDF24 Tools and Creator (free tier)
If your use fits the free tier (All tools free with no limits. The online tools show ads and process files on PDF24's servers; PDF24 Creator works offline but runs on Windows only.).

Before switching
You only rely on: Edit text and images in PDFs, Create PDFs and convert to/from Word, Excel and images, Merge, split and organize pages, Fill and sign PDFs.

folkCRM Sales CRMPeople and companies, Pipeline management, Reminders and notes, Email and calendar sync Switch vendorOpen source $310best, modeled year one

Best modeled path
Attio (free tier)
If your use fits the free tier (Up to 3 seats, 3 objects, 50,000 records, 3 reports, 200 emails a month, 1 synced email account per user; automatic enrichment; 100 credits per user a month).

Before switching
You only rely on: People and companies, Pipeline management, Reminders and notes, Email and calendar sync.

Testimonial.toTestimonials Testimonial collection and widgetsText testimonial collection, Video testimonial collection, Wall of Love page and widgets Switch vendor $310best, modeled year one

Best modeled path
Senja (free tier)
If your use fits the free tier (Up to 15 text and video testimonials, collection form, invites, imports, unlimited widgets and Walls of Love, widget analytics, export with SD video; Senja branding).

Before switching
You only rely on: Text testimonial collection, Video testimonial collection, Wall of Love page and widgets.

StatuspageStatus pages Independent status page and basic checksIncident posts, Service components, Uptime checks, Email alerts Switch vendorOpen sourceAgent skillReplace with AI $308best, modeled year one

Best modeled path
basic status stack
10 service components; basic checks and email incident notices

Before switching
Independent hosting.

tl;dvTranscription AI meeting notesRecorder for Zoom, Google Meet and Teams, Transcription, AI meeting notes and summaries, Video recordings Switch vendorCheaper planOpen sourceAlready included $298best, modeled year one

Best modeled path
Fathom (free tier)
If your use fits the free tier (Free forever: unlimited recordings and transcriptions, instant AI call summaries, clips and search (no numeric caps published)).

Before switching
You only rely on: Recorder for Zoom, Google Meet and Teams, Transcription, AI meeting notes and summaries, Video recordings.

Bolt.newApp builders AI app builderBuild app from prompt, In-browser dev environment, Hosting and custom domains Switch vendorCheaper planAgent skill $288best, modeled year one

Best modeled path
Bolt.new (free tier)
If your use fits the free tier (300K tokens daily limit, 1M tokens per month, Bolt branding on websites, 10 MB uploads, no custom domain).

Before switching
You only rely on: Build app from prompt, In-browser dev environment, Hosting and custom domains.

SupabaseDatabases Backend as a servicePostgres database, Auth, File storage Switch vendorCheaper planOpen source $288best, modeled year one

Best modeled path
Supabase (free tier)
If your use fits the free tier (500 MB database, 1 GB file storage, 50,000 MAU, 5 GB egress, 5 GB cached egress, shared CPU with 500 MB RAM, 500,000 Edge Function invocations; 2 active projects (across every organization you own or administer); paused after 1 week of low activity (restorable for 1 year); no automatic backups; 1-day log retention; community support; no overages).

Before switching
You only rely on: Postgres database, Auth, File storage.

CloudflareHosting CDN DNS securityDNS, CDN and caching, DDoS protection and WAF Cheaper plan $288best, modeled year one

Best modeled path
Cloudflare (free tier)
If your use fits the free tier (Free plan: DNS, CDN, SSL, DDoS. Workers Free: 100,000 requests/day, 10 ms CPU per invocation. R2 free: 10 GB-month storage, 1M Class A / 10M Class B ops).

Before switching
You only rely on: DNS, CDN and caching, DDoS protection and WAF.

SerpApiSEO data Search results APIGoogle search results API, Structured JSON output Cheaper plan $288best, modeled year one

Best modeled path
SerpApi (free tier)
If your use fits the free tier (250 searches/month; 50 successful searches/hour guaranteed throughput; no U.S. Legal Shield).

Before switching
You only rely on: Google search results API, Structured JSON output.

TallyForms Forms and surveysForm builder, Logic and branching, Response collection Switch vendorCheaper planOpen sourceAgent skill $276best, modeled year one

Best modeled path
Tally (free tier)
If your use fits the free tier (Unlimited forms and submissions within fair use; conditional logic, payments, signatures, file uploads (10 MB per file), webhooks; team collaboration is a Pro feature).

Before switching
You only rely on: Form builder, Logic and branching, Response collection.

GitLabCode hosting Git hostingPrivate repositories, Merge requests and code review, Built-in CI/CD (compute minutes), Issues and boards, Merge request guardrails: approval rules, code owners, push rules Switch vendorOpen source $250best, modeled year one

Best modeled path
GitHub

Before switching
You only rely on: Private repositories, Merge requests and code review, Built-in CI/CD (compute minutes), Issues and boards, Merge request guardrails: approval rules, code owners, push rules.

SquarespaceLanding pages Website builderDrag-and-drop editor and templates, Hosting, custom domain and SSL, Contact and signup forms, SEO tools Switch vendorOpen source $238best, modeled year one

Best modeled path
Framer

Before switching
You only rely on: Drag-and-drop editor and templates, Hosting, custom domain and SSL, Contact and signup forms, SEO tools.

AgentMailEmail infrastructure Application-specific agent inbox wrapperLogical inboxes, Send, Receive, Threads, Custom-domain routing Switch vendorCheaper planAgent skillReplace with AI $228best, modeled year one

Best modeled path
AgentMail (free tier)
If your use fits the free tier (3 inboxes, 3,000 emails/mo, 3 GB storage; no custom domains listed).

Before switching
Volume and domain limits modeled.

BrowserbaseAI agent infra Headless browser infraHosted headless browsers Cheaper planAgent skill $228best, modeled year one

Best modeled path
Browserbase (free tier)
If your use fits the free tier (1 browser hour, 3 concurrent browsers, 15-minute sessions, 3 agent runs, 1,000 Search and 1,000 Fetch calls, $5 of model tokens, 7-day data retention; no CAPTCHA solving, no proxies, no stealth mode).

Before switching
You only rely on: Hosted headless browsers.

ResendEmail infrastructure Transactional email APISend email API, Custom domains and DKIM Cheaper planPay per use $228best, modeled year one

Best modeled path
Resend (free tier)
If your use fits the free tier (3,000 emails/mo, 100 emails/day, 3 domains, 30-day data retention; no pay-as-you-go on Free).

Before switching
You only rely on: Send email API, Custom domains and DKIM.

FreshdeskSupport Help deskEmail ticketing and shared inbox, Canned responses, Customer portal and knowledge base, Ticket dispatch (rule-based routing) Switch vendorOpen source $226best, modeled year one

Best modeled path
Help Scout (free tier)
If your use fits the free tier (Free plan: up to 5 users, 1 Inbox, 1 Docs site with 10 articles, 100 contacts a month (people who got a reply), 10 saved replies and 10 tags, 30 days of reports; no live chat, workflows, API or AI tools.).

Before switching
You only rely on: Email ticketing and shared inbox, Canned responses, Customer portal and knowledge base, Ticket dispatch (rule-based routing).

UnbounceLanding pages Landing pages without a visual builderResponsive pages, Lead capture, Analytics events, Custom domain Replace with AI $218best, modeled year one

Best modeled path
Replace with AI: owned landing pages
Three static campaign pages, lead capture, ≤20k visits/month

Before switching
Developer-owned updates acceptable.

FathomTranscription AI meeting notesMeeting recording, Transcription, AI summaries Cheaper planOpen sourceAgent skill $216best, modeled year one

Best modeled path
Fathom (free tier)
If your use fits the free tier (Free forever: unlimited recordings and transcriptions, instant AI call summaries, clips and search (no numeric caps published)).

Before switching
You only rely on: Meeting recording, Transcription, AI summaries.

ChatGPTAI chat General AI assistantChat with AI, Web search, File and image uploads, Image generation Open sourceAlready included $215best, modeled year one

Best modeled path
Google AI Pro (Gemini)

Before switching
You only rely on: Chat with AI, Web search, File and image uploads, Image generation.

Google AI Pro (Gemini)AI chat General AI assistantChat with AI, Image generation, Cloud storage Switch vendorAlready included $215best, modeled year one

Best modeled path
Google Workspace

Before switching
You only rely on: Chat with AI, Image generation, Cloud storage.

LoomVideo recording Async screen recordingScreen and camera recording, Instant share links Switch vendorCheaper planOpen source $204best, modeled year one

Best modeled path
Loom (free tier)
If your use fits the free tier (Starter: up to 25 videos per person, 5-minute limit per screen recording, unlimited meeting recording length).

Before switching
You only rely on: Screen and camera recording, Instant share links.

DopplerSecrets Secrets managerSecrets and env vars per project and environment, CLI for local development, Syncs to cloud, CI and hosting platforms, Service tokens for apps and CI Switch vendorOpen source $202best, modeled year one

Best modeled path
Infisical (free tier)
If your use fits the free tier (Cloud Free: 5 identities (users and machine identities count alike), unlimited projects, 3 environments, 10 secret syncs, 100+ integrations, secret sharing, references and overrides, 2FA; no secret versioning, access controls, SSO or audit log retention).

Before switching
You only rely on: Secrets and env vars per project and environment, CLI for local development, Syncs to cloud, CI and hosting platforms, Service tokens for apps and CI.

Zoom WorkplaceTeam chat Video meetingsVideo meetings, Screen sharing Cheaper planOpen sourceAlready included $192best, modeled year one

Best modeled path
Zoom Workplace (free tier)
If your use fits the free tier (Basic: 40 minutes per meeting, 100 participants per meeting; AI Companion meeting summaries for 3 hosted meetings a month and AI note-taking (My Notes) 3 uses a month).

Before switching
You only rely on: Video meetings, Screen sharing.

ReplitApp builders AI app builderAI Agent builds apps, Cloud IDE, One-click deployments Switch vendor $190best, modeled year one

Best modeled path
Bolt.new (free tier)
If your use fits the free tier (300K tokens daily limit, 1M tokens per month, Bolt branding on websites, 10 MB uploads, no custom domain).

Before switching
You only rely on: AI Agent builds apps, Cloud IDE, One-click deployments.

PerplexityAI chat AI search answersAI web search with citations, Model choice, Deep research Switch vendorAgent skill $190best, modeled year one

Best modeled path
ChatGPT (free tier)
If your use fits the free tier (Unlimited text chats with guardrails; limited uploads, image generation, voice, deep research).

Before switching
You only rely on: AI web search with citations, Model choice, Deep research.

RenderHosting App hosting PaaSWeb services from Git, Managed Postgres, Custom domains and SSL Switch vendorOpen source $190best, modeled year one

Best modeled path
Railway

Before switching
You only rely on: Web services from Git, Managed Postgres, Custom domains and SSL.

VercelHosting Frontend hostingGit push deploys, Preview deployments, Serverless functions, Custom domains and SSL Switch vendorOpen source $190best, modeled year one

Best modeled path
Cloudflare (free tier)
If your use fits the free tier (Free plan: DNS, CDN, SSL, DDoS. Workers Free: 100,000 requests/day, 10 ms CPU per invocation. R2 free: 10 GB-month storage, 1M Class A / 10M Class B ops).

Before switching
You only rely on: Git push deploys, Preview deployments, Serverless functions, Custom domains and SSL.

Zoho CRMCRM Sales CRMLeads, contacts and accounts, Deals and pipelines, Tasks, meetings and calls, Reports and dashboards Switch vendorOpen source $190best, modeled year one

Best modeled path
Attio (free tier)
If your use fits the free tier (Up to 3 seats, 3 objects, 50,000 records, 3 reports, 200 emails a month, 1 synced email account per user; automatic enrichment; 100 credits per user a month).

Before switching
You only rely on: Leads, contacts and accounts, Deals and pipelines, Tasks, meetings and calls, Reports and dashboards.

SendGrid (Twilio)Email infrastructure Transactional email APISend email API and SMTP Switch vendor $189best, modeled year one

Best modeled path
Resend (free tier)
If your use fits the free tier (3,000 emails/mo, 100 emails/day, 3 domains, 30-day data retention; no pay-as-you-go on Free).

Before switching
You only rely on: Send email API and SMTP.

Read AITranscription AI meeting notesMeeting assistant for Zoom, Teams and Meet, Transcription, Meeting reports with AI summaries Switch vendorOpen sourceAlready included $187best, modeled year one

Best modeled path
Fathom (free tier)
If your use fits the free tier (Free forever: unlimited recordings and transcriptions, instant AI call summaries, clips and search (no numeric caps published)).

Before switching
You only rely on: Meeting assistant for Zoom, Teams and Meet, Transcription, Meeting reports with AI summaries.

WaveBookkeeping Small business accountingUnlimited invoices and estimates, Double-entry bookkeeping records, Profit and loss, balance sheet and cash flow reports Switch vendorOpen sourceAgent skill $178best, modeled year one

Best modeled path
Zoho Books (free tier)
If your use fits the free tier (Free plan for businesses with revenue under $50K a financial year: 1 user + 1 accountant; up to 1,000 invoices and 1,000 expenses a year; bank reconciliation, recurring invoices, customer portal, 50+ reports; 50 receipt scans a month; email support. No bank feeds or add-ons (except scans). Paid plans have a 14-day trial.).

Before switching
You only rely on: Unlimited invoices and estimates, Double-entry bookkeeping records, Profit and loss, balance sheet and cash flow reports.

Superhuman (Grammarly, Mail, Go)Productivity AI writing emailFast email client, AI writing and rewrites, Grammar checking Cheaper planAgent skill $168best, modeled year one

Best modeled path
Superhuman (Grammarly, Mail, Go) (free tier)
If your use fits the free tier (Free: AI chat in every app (limited), limited Grammarly writing assistance, collaborative docs; no Superhuman Mail).

Before switching
You only rely on: Fast email client, AI writing and rewrites, Grammar checking.

Fireflies.aiTranscription AI meeting notesNotetaker for Zoom, Google Meet and Teams, Transcription, AI meeting summaries, Search across meetings Switch vendorCheaper planOpen sourceAlready included $166best, modeled year one

Best modeled path
Fathom (free tier)
If your use fits the free tier (Free forever: unlimited recordings and transcriptions, instant AI call summaries, clips and search (no numeric caps published)).

Before switching
You only rely on: Notetaker for Zoom, Google Meet and Teams, Transcription, AI meeting summaries, Search across meetings.

InstantlyCold email Cold email outreachEmail sequences with follow-ups, Unlimited email accounts with inbox rotation, Unlimited email warmup, Unibox (replies from all accounts) Switch vendorOpen source $166best, modeled year one

Best modeled path
Warmbly

Before switching
You only rely on: Email sequences with follow-ups, Unlimited email accounts with inbox rotation, Unlimited email warmup, Unibox (replies from all accounts).

Short.ioShort links Link managementShort links, Branded links on your own domains, QR codes, Click analytics, Multiple users Switch vendorOpen source $166best, modeled year one

Best modeled path
Dub

Before switching
You only rely on: Short links, Branded links on your own domains, QR codes, Click analytics, Multiple users.

DatadogLogs and monitoring Observability platformInfrastructure and host metrics, Log management and search, Dashboards, Alerts and monitors Switch vendorOpen source $166best, modeled year one

Best modeled path
Grafana Cloud (free tier)
If your use fits the free tier (Free forever, no credit card: 10k active metric series, 50 GB logs, 50 GB traces and 50 GB profiles a month, 3 active users, 14-day retention, community support).

Before switching
You only rely on: Infrastructure and host metrics, Log management and search, Dashboards, Alerts and monitors.

QuickBooks OnlineBookkeeping Small business accountingInvoices and estimates, Bank feeds with auto-categorized transactions, Bank reconciliation, Profit and loss, balance sheet and tax reports Switch vendorOpen sourceAgent skill $166best, modeled year one

Best modeled path
Zoho Books

Before switching
You only rely on: Invoices and estimates, Bank feeds with auto-categorized transactions, Bank reconciliation, Profit and loss, balance sheet and tax reports.

Otter.aiTranscription AI meeting notesLive transcription, Meeting bot (Zoom/Meet/Teams), AI summaries Switch vendorOpen sourceAgent skill $154best, modeled year one

Best modeled path
Fathom (free tier)
If your use fits the free tier (Free forever: unlimited recordings and transcriptions, instant AI call summaries, clips and search (no numeric caps published)).

Before switching
You only rely on: Live transcription, Meeting bot (Zoom/Meet/Teams), AI summaries.

NotionKnowledge Static public docs or a small internal handbookPages, Navigation, Search, Version history Switch vendorCheaper planOpen sourceAgent skillReplace with AI $132best, modeled year one

Best modeled path
Notion (free tier)
If your use fits the free tier (Unlimited pages/blocks for individuals but limited blocks for 2+ members; 5 MB per file upload; 7-day page history; 10 external guests; Notion AI trial only).

Before switching
Static docs are the actual use case.

MuralDesign WhiteboardInfinite or resizable canvas with sticky notes and drawing, Real-time collaboration and reactions, Templates (250+) Switch vendorCheaper planOpen source $132best, modeled year one

Best modeled path
Mural (free tier)
If your use fits the free tier (Unlimited members; unlimited murals with 3 editable at a time; visitors view only; open rooms only; templates and facilitation features included.).

Before switching
You only rely on: Infinite or resizable canvas with sticky notes and drawing, Real-time collaboration and reactions, Templates (250+).

PostmanAPI clients API clientMulti-protocol API client, Collections and environments, Shared team workspaces, Tests and collection runner Switch vendorOpen source $130best, modeled year one

Best modeled path
Hoppscotch

Before switching
You only rely on: Multi-protocol API client, Collections and environments, Shared team workspaces, Tests and collection runner.

GorgiasSupport Help deskHelp desk: email, chat and social in one inbox, Chat widget, Macros, Shopify order data in the inbox Switch vendor $130best, modeled year one

Best modeled path
Crisp

Before switching
You only rely on: Help desk: email, chat and social in one inbox, Chat widget, Macros, Shopify order data in the inbox.

LinktreeLink in bio Link-in-bio pageLink-in-bio page with unlimited links, Custom themes, fonts and layouts, Click analytics, No Linktree branding Switch vendorOpen source $130best, modeled year one

Best modeled path
Beacons (free tier)
If your use fits the free tier (Free forever: unlimited links, customizable link in bio, media kit and analytics on a Beacons URL; Beacons branding; no custom domain; 9% seller fees; 50 email sends a month; 1 website with 1 page.).

Before switching
You only rely on: Link-in-bio page with unlimited links, Custom themes, fonts and layouts, Click analytics, No Linktree branding.

MailgunEmail infrastructure Transactional email APISend email API and SMTP Switch vendor $130best, modeled year one

Best modeled path
Resend (free tier)
If your use fits the free tier (3,000 emails/mo, 100 emails/day, 3 domains, 30-day data retention; no pay-as-you-go on Free).

Before switching
You only rely on: Send email API and SMTP.

GrammarlyWriting Writing assistantGrammar, spelling and punctuation corrections, Works across browsers, desktop apps, Word and Google Docs, Full-sentence rewrites and fluency suggestions Switch vendorOpen sourceAgent skill $130best, modeled year one

Best modeled path
Superhuman (Grammarly, Mail, Go)

Before switching
You only rely on: Grammar, spelling and punctuation corrections, Works across browsers, desktop apps, Word and Google Docs, Full-sentence rewrites and fluency suggestions.

CalendlyScheduling Basic appointment bookingBooking page, Availability, Timezone handling, Calendar events, Reminders Switch vendorOpen sourceAgent skillReplace with AIAlready included $119best, modeled year one

Best modeled path
Google Workspace

Before switching
First compare free Calendly and hosted alternatives.

DropboxCloud storage File storage and syncFile sync across devices, Cloud storage, File sharing links Switch vendorAlready included $119best, modeled year one

Best modeled path
Google AI Pro (Gemini)

Before switching
You only rely on: File sync across devices, Cloud storage, File sharing links.

GranolaTranscription AI meeting notesBot-free capture from device audio, AI-enhanced meeting notes, Transcripts with speaker tagging, Full meeting history Switch vendorCheaper planOpen sourceAlready included $118best, modeled year one

Best modeled path
Meetily

Before switching
You only rely on: Bot-free capture from device audio, AI-enhanced meeting notes, Transcripts with speaker tagging, Full meeting history.

TypefullySocial scheduling Social media schedulerThread and post editor, Schedule posts Switch vendorOpen source $118best, modeled year one

Best modeled path
Hypefury

Before switching
You only rely on: Thread and post editor, Schedule posts.

GitHub CopilotAI coding AI code editorCode completions, Chat in IDE, Agent mode Cheaper planOpen source $108best, modeled year one

Best modeled path
GitHub Copilot (free tier)
If your use fits the free tier (2,000 completions per month; auto model selection only; limited agents; an allowance of AI credits).

Before switching
You only rely on: Code completions, Chat in IDE, Agent mode.

MiroDesign WhiteboardInfinite canvas with sticky notes, shapes and connectors, Real-time collaboration and comments, Template library (7,000+) Switch vendorCheaper planOpen source $108best, modeled year one

Best modeled path
Miro (free tier)
If your use fits the free tier (Unlimited team members, up to 3 editable boards, 10 AI credits a month, 100 MCP calls a day; every board is visible to the whole team and there are no guest or visitor roles.).

Before switching
You only rely on: Infinite canvas with sticky notes, shapes and connectors, Real-time collaboration and comments, Template library (7,000+).

MailchimpEmail marketing Email marketingEmail campaigns, Audience/contact management, Automations Switch vendorOpen sourceAgent skill $106best, modeled year one

Best modeled path
Kit (ConvertKit) (free tier)
If your use fits the free tier (Newsletter (free): up to 10,000 subscribers, unlimited broadcasts, landing pages and forms, 1 user; no visual automations or automated sequences).

Before switching
You only rely on: Email campaigns, Audience/contact management, Automations.

SavvyCalScheduling Meeting schedulingScheduling links, Unlimited calendar connections, Reminders and workflows Switch vendor $94best, modeled year one

Best modeled path
zcal (free tier)
If your use fits the free tier (Free Forever: unlimited links and calendar accounts, meeting polls, automated email reminders, group events, multiple durations and locations, Stripe payments (zcal takes a commission), Zoom/Meet/Teams, Zapier, embeds; zcal branding).

Before switching
You only rely on: Scheduling links, Unlimited calendar connections, Reminders and workflows.

Retool, SoftrInternal tools Purpose-built admin panel or client portalAuthenticated CRUD, Table views, Search, Actions, Audit log Switch vendorOpen sourceReplace with AI $94best, modeled year one

Best modeled path
Appsmith (free tier)
If your use fits the free tier (Cloud Free: up to 5 users, 5 workspaces, Git version control with 3 repos, Google SSO, 3 standard roles, public apps, community support. Self-hosting has no 5-user cloud cap.).

Before switching
No browser-accessible privileged credentials.

ZulipTeam chat Team chatChannels and direct messages, Topic-based threading, Message history and search Switch vendorCheaper planOpen source $84best, modeled year one

Best modeled path
Zulip (free tier)
If your use fits the free tier (Zulip Cloud Free: 10,000 messages of search history, 5 GB total file storage, hundreds of integrations, roles and guest accounts. Self-hosted Free: every feature, but mobile push notifications for only 10 users unless the organization qualifies (communities, open source, research, small non-profits).).

Before switching
You only rely on: Channels and direct messages, Topic-based threading, Message history and search.

HarvestTime tracking Time trackingTimers and timesheets, Invoices from tracked time, Time and project reports Switch vendorOpen source $82best, modeled year one

Best modeled path
Zoho Invoice (free tier)
If your use fits the free tier (Free forever: up to 2 users, 3 projects and 500 invoices a year; up to 2 organizations; 'Powered by Zoho Invoice' branding; data of accounts inactive over 180 days is deleted after notice.).

Before switching
You only rely on: Timers and timesheets, Invoices from tracked time, Time and project reports.

SlackTeam chat Team chatChannels and DMs, Huddles (calls), Message history and search Switch vendorCheaper planOpen sourceAlready included $80best, modeled year one

Best modeled path
Google Workspace

Before switching
You only rely on: Channels and DMs, Huddles (calls), Message history and search.

CursorAI coding AI code editorAI agent in editor, Tab autocomplete, Chat with codebase Switch vendorCheaper planOpen source $70best, modeled year one

Best modeled path
GitHub Copilot

Before switching
You only rely on: AI agent in editor, Tab autocomplete, Chat with codebase.

WindsurfAI coding AI code editorAI agent (Cascade), Tab autocomplete, Frontier model choice Switch vendorCheaper planOpen source $70best, modeled year one

Best modeled path
GitHub Copilot

Before switching
You only rely on: AI agent (Cascade), Tab autocomplete, Frontier model choice.

SmartleadCold email Cold email outreachEmail sequences with follow-ups, Unlimited mailboxes with automatic rotation, Unlimited email warmup, Unified master inbox Switch vendorOpen source $70best, modeled year one

Best modeled path
Warmbly

Before switching
You only rely on: Email sequences with follow-ups, Unlimited mailboxes with automatic rotation, Unlimited email warmup, Unified master inbox.

BufferSocial scheduling Social media schedulerSchedule posts, Multi-network publishing Cheaper planOpen sourceAgent skill $60best, modeled year one

Best modeled path
Buffer (free tier)
If your use fits the free tier (Up to 3 channels, 10 scheduled posts per channel, 100 ideas, 1 user, 3,000 API requests/month).

Before switching
You only rely on: Schedule posts, Multi-network publishing.

BoxCloud storage File storage and syncCloud storage, Desktop and mobile sync (Box Drive), Shared links, Shared folders and collaborators Already included $59best, modeled year one

Best modeled path
Google Workspace

Before switching
You only rely on: Cloud storage, Desktop and mobile sync (Box Drive), Shared links, Shared folders and collaborators.

Mixpanel, Amplitude, Plausible AnalyticsAnalytics Basic website and conversion analyticsPageviews, Referrers, Named events, Simple conversion report Switch vendorOpen sourceAgent skillReplace with AI $58best, modeled year one

Best modeled path
Umami Cloud Hobby (free)
1 website, up to 100K events/month; pageviews, referrers, custom events, goals and funnels

Before switching
Actual event volume known.

NetlifyHosting Frontend hostingGit push deploys, Deploy previews, Serverless functions, Custom domains and SSL Switch vendorOpen source $58best, modeled year one

Best modeled path
Cloudflare (free tier)
If your use fits the free tier (Free plan: DNS, CDN, SSL, DDoS. Workers Free: 100,000 requests/day, 10 ms CPU per invocation. R2 free: 10 GB-month storage, 1M Class A / 10M Class B ops).

Before switching
You only rely on: Git push deploys, Deploy previews, Serverless functions, Custom domains and SSL.

RebrandlyShort links Link managementShort links, Branded links on your own domain, QR Codes, Click analytics, Teammates and workspaces Switch vendorOpen source $58best, modeled year one

Best modeled path
Dub

Before switching
You only rely on: Short links, Branded links on your own domain, QR Codes, Click analytics, Teammates and workspaces.

BiginCRM Sales CRMContacts and companies, Team pipelines, Tasks, events and calls, Dashboards Switch vendorOpen source $58best, modeled year one

Best modeled path
Zoho CRM (free tier)
If your use fits the free tier (Forever free for 3 users; 5,000 records; leads, contacts, accounts and deals on one pipeline; standard reports; workflow rules; 10 email templates; no email integration, mass email or dashboards).

Before switching
You only rely on: Contacts and companies, Team pipelines, Tasks, events and calls, Dashboards.

FigmaDesign UI designUI design canvas, Components and design systems, Real-time collaboration Cheaper plan $48best, modeled year one

Best modeled path
Figma (free tier)
If your use fits the free tier (Starter: a single team with one folder and 3 design files, unlimited drafts, 30-day version history, 150 AI credits/day up to 500/mo).

Before switching
You only rely on: UI design canvas, Components and design systems, Real-time collaboration.

FigJamDesign WhiteboardWhiteboard canvas with stickies, shapes and connectors, Real-time collaboration, audio and chat, Templates (300+) Switch vendorCheaper plan $48best, modeled year one

Best modeled path
FigJam (free tier)
If your use fits the free tier (Figma Starter: a single team with one folder and 3 files, unlimited drafts, 30-day version history, 150 AI credits a day up to 500 a month).

Before switching
You only rely on: Whiteboard canvas with stickies, shapes and connectors, Real-time collaboration, audio and chat, Templates (300+).

Toggl TrackTime tracking Time trackingTimers, timesheets and calendar tracking, Projects, clients and tasks, Team reports and exports, Billable rates (Starter) Switch vendorOpen source $34best, modeled year one

Best modeled path
Clockify

Before switching
You only rely on: Timers, timesheets and calendar tracking, Projects, clients and tasks, Team reports and exports, Billable rates (Starter).

ClockifyTime tracking Time trackingTimer, timesheet and calendar, Reports, Billable rates (Basic) Switch vendorOpen source $34best, modeled year one

Best modeled path
solidtime (free tier)
If your use fits the free tier (Cloud Solo: free for 1 user with clients, projects, tags, tasks, billable hours and rates, and reporting. The open-source edition is also free to self-host (no invoicing).).

Before switching
You only rely on: Timer, timesheet and calendar, Reports, Billable rates (Basic).

InsomniaAPI clients API clientAPI client (REST, GraphQL, gRPC, WebSocket, SSE), Collections and environments, Team sync through Git Sync or cloud projects, Tests and collection runner Switch vendorOpen source $22best, modeled year one

Best modeled path
Bruno

Before switching
You only rely on: API client (REST, GraphQL, gRPC, WebSocket, SSE), Collections and environments, Team sync through Git Sync or cloud projects, Tests and collection runner.

1PasswordPasswords Password managerPassword vault, Autofill in browser and apps, Shared vaults Switch vendorOpen source $22best, modeled year one

Best modeled path
Proton Pass

Before switching
You only rely on: Password vault, Autofill in browser and apps, Shared vaults.

RailwayHosting App hosting PaaSDeploy from Git or Docker, Managed databases, Custom domains Switch vendor $10best, modeled year one

Best modeled path
Render (free tier)
If your use fits the free tier (Free web services spin down after 15 min without traffic (750 free instance hours/month per workspace). Free Postgres: 1 GB, expires 30 days after creation (14-day grace to upgrade), one per workspace. Free Key Value doesn't persist data).

Before switching
You only rely on: Deploy from Git or Docker, Managed databases, Custom domains.

BeaconsLink in bio Link-in-bio pageLink-in-bio page with unlimited links, Custom domain, Traffic analytics Switch vendorOpen source $10best, modeled year one

Best modeled path
LinkStack

Before switching
You only rely on: Link-in-bio page with unlimited links, Custom domain, Traffic analytics.

PlanetScaleDatabases Managed postgresManaged Postgres, Backups Switch vendor $10best, modeled year one

Best modeled path
Neon (free tier)
If your use fits the free tier (1 GB storage per project, 100 CU-hours per project, up to 100 projects, 10 branches per project, up to 2 CU, 5 GB egress per project; scales to zero after 5 min).

Before switching
You only rely on: Managed Postgres, Backups.

GitHubCode hosting Git hostingPrivate repositories, Pull requests and code review, CI/CD minutes (GitHub Actions), Issues and projects, Protected branches and required reviewers on private repos Switch vendor Costs $2 morebest, modeled year one

Best modeled path
GitLab (free tier)
If your use fits the free tier (GitLab.com Free: 5 users per private top-level group; 400 compute minutes a month on shared runners (your own runners are unlimited); 10 GiB of Git and LFS storage per project; basic SAST, secret detection and container scanning. The self-managed Free edition has no user limit.).

Before switching
You only rely on: Private repositories, Pull requests and code review, CI/CD minutes (GitHub Actions), Issues and projects, Protected branches and required reviewers on private repos.

BitbucketCode hosting Git hostingPrivate repositories, Pull requests and code review, Bitbucket Pipelines CI/CD, Jira integration Switch vendor Costs $6 morebest, modeled year one

Best modeled path
GitHub (free tier)
If your use fits the free tier (GitHub Free for organizations: unlimited public and private repositories and collaborators; 2,000 GitHub Actions minutes a month; 500 MB Packages storage; community support. Private repos get a limited feature set: no protected branches, required reviewers, code owners or wikis.).

Before switching
You only rely on: Private repositories, Pull requests and code review, Bitbucket Pipelines CI/CD, Jira integration.

DocparserDocument extraction A few document layouts to structured dataUpload, Field extraction, Schema validation, Review queue, CSV/JSON export Agent skillReplace with AI Costs $10 morebest, modeled year one

Best modeled path
pdf skill (Anthropic)
Low-volume PDF form filling and extraction of text and tables into structured output, instead of a document-parsing subscription.

Before switching
Known document classes.

NordPassPasswords Password managerEncrypted vault, Autosave and autofill, Secure sharing, Shared folders, Admin panel with password policies and activity log Switch vendorOpen source Costs $38 morebest, modeled year one

Best modeled path
Proton Pass

Before switching
You only rely on: Encrypted vault, Autosave and autofill, Secure sharing, Shared folders, Admin panel with password policies and activity log.

TransistorPodcast hosting Podcast hostingEpisode hosting and RSS feed, Advanced analytics, Podcast website Switch vendorOpen source Costs $38 morebest, modeled year one

Best modeled path
Buzzsprout

Before switching
You only rely on: Episode hosting and RSS feed, Advanced analytics, Podcast website.

AhrefsSEO data SEO research suiteBacklink analysis, Keyword research, Rank tracking, Site audit Switch vendorCheaper planOpen sourceAgent skill Costs $49 morebest, modeled year one

Best modeled path
OpenSEO (self-hosted)

Before switching
You only rely on: Backlink analysis, Keyword research, Rank tracking, Site audit.

ElevenLabsAI APIs AI voice TTSText-to-speech, Voice cloning, API access Open source Costs $328 morebest, modeled year one

Best modeled path
Chatterbox (self-hosted)

Before switching
You only rely on: Text-to-speech, Voice cloning, API access.

LanguageToolWriting Writing assistantGrammar, spelling and punctuation checks, Checks in 30+ languages, Browser extension and Word, Google Docs and desktop add-ons (Premium only) Switch vendorOpen source Costs $1,161 morebest, modeled year one

Best modeled path
LanguageTool (self-hosted)

Before switching
You only rely on: Grammar, spelling and punctuation checks, Checks in 30+ languages, Browser extension and Word, Google Docs and desktop add-ons (Premium only).

BuzzsproutPodcast hosting Podcast hostingEpisode hosting and RSS feed, Listing in podcast directories, Advanced stats, Podcast website Open source Costs $1,244 morebest, modeled year one

Best modeled path
Castopod

Before switching
You only rely on: Episode hosting and RSS feed, Listing in podcast directories, Advanced stats, Podcast website.

WordPress.comLanding pages Website builderBlock editor, themes and patterns, Managed hosting, custom domain and SSL, Plugins, Blog and newsletter Open source Costs $1,244 morebest, modeled year one

Best modeled path
WordPress (self-hosted)

Before switching
You only rely on: Block editor, themes and patterns, Managed hosting, custom domain and SSL, Plugins, Blog and newsletter.

HypefurySocial scheduling Social media schedulerSchedule posts, Thread composer Switch vendorOpen sourceAgent skill Costs $1,388 morebest, modeled year one

Best modeled path
Postiz

Before switching
You only rely on: Schedule posts, Thread composer.

MidjourneyAI image & video AI image generationText-to-image, Image variations and upscaling, Style and character references Agent skillAlready included Not modeled yet

One way to compare
ChatGPT

Before switching
You only rely on: Text-to-image, Image variations and upscaling, Style and character references.

Apollo.ioLead data B2B contact dataB2B contact search, Email finder Switch vendor Not modeled yet

One way to compare
Hunter (free tier)
If your use fits the free tier (50 credits a month; Sequences from 1 connected email account with up to 500 recipients per sequence; unlimited team members).

Before switching
You only rely on: B2B contact search, Email finder.

E2BAI agent infra Code sandbox infraCode sandboxes via SDK Cheaper planOpen source Not modeled yet

One way to compare
E2B free credit ($100 one-time, then usage)
Workload-specific. A zero base fee or one-time credit does not remove recurring usage charges. Hobby: $0/mo with a $100 one-time usage credit; sessions up to 1 hour; 20 concurrent sandboxes; default CPU/RAM

Before switching
You only rely on: Code sandboxes via SDK.

Moz ProSEO data SEO research suiteKeyword research, Rank tracking, Site crawl audit Switch vendorAgent skill Not modeled yet

One way to compare
Google Search Console (free tier)
If your use fits the free tier.

Before switching
You only rely on: Keyword research, Rank tracking, Site crawl audit.

Email marketing Simple newsletter managementLists, Templates, Campaign send, Unsubscribe Open sourceAgent skillReplace with AI Not modeled yet

One way to compare
listmonk

Before switching
Licensed recipient lists.

Zoho BooksBookkeeping Small business accountingInvoices, quotes and recurring invoices, Bank feeds (Standard and up), Bank reconciliation, Profit and loss, balance sheet and 50+ reports Switch vendorOpen sourceAgent skill Not modeled yet

One way to compare
Wave (free tier)
If your use fits the free tier (Starter: unlimited estimates, invoices, bills and bookkeeping records; dashboard and reports; mobile invoicing. Bank transactions are entered manually (auto-import is Pro); no added admin, editor or viewer users; Wave branding on footers. Recurring billing and automatic reminders need Wave's online payments (2.9% + $0.60 per card) or Pro.).

Before switching
You only rely on: Invoices, quotes and recurring invoices, Bank feeds (Standard and up), Bank reconciliation, Profit and loss, balance sheet and 50+ reports.

PostmarkEmail infrastructure Transactional email APISend email API and SMTP, Bounce and spam handling Switch vendor Not modeled yet

One way to compare
Resend (free tier)
If your use fits the free tier (3,000 emails/mo, 100 emails/day, 3 domains, 30-day data retention; no pay-as-you-go on Free).

Before switching
You only rely on: Send email API and SMTP, Bounce and spam handling.

VimeoVideo hosting Video hostingAd-free video hosting and embeddable player, Password privacy and unlisted links Switch vendor Not modeled yet

One way to compare
Mux Video (free tier)
If your use fits the free tier (Free plan: 100,000 delivery minutes/month, up to 10 videos stored, on-demand only (no live), no credit card).

Before switching
You only rely on: Ad-free video hosting and embeddable player, Password privacy and unlisted links.

DescriptVideo recording Video podcast editingText-based video editing, Transcription Open sourceAgent skill Not modeled yet

One way to compare
whisper.cpp

Before switching
You only rely on: Text-based video editing, Transcription.

FramerLanding pages Website builderVisual site editor, Custom domain Switch vendorCheaper plan Not modeled yet

One way to compare
Framer (free tier)
If your use fits the free tier (Framer domain only, 1 GB bandwidth, 500 AI credits to try).

Before switching
You only rely on: Visual site editor, Custom domain.