The verdict
Supastarter appears in 1 AI-ranked category — best position #3 for saas boilerplate / starter kit.
Positioning brief — for the Supastarter team
Why the models put Supastarter at #3 for saas boilerplate / starter kit
- org and team multi-tenancy GPT · Gemini · Grok · Claude“org/team multi-tenancy”
- framework flexibility Gemini · Grok · Claude“framework flexibility (Next.js/Nuxt/etc.)”
- internationalization and billing GPT · Gemini · Grok · Claude“internationalization and multi-tenant features”
- clean TypeScript and monorepo GPT · Gemini · Grok · Claude“clean TypeScript throughout”
What the models credit MakerKit (#1) with — and don’t credit Supastarter
- tests and CI out of box GPT · Claude · Grok“tests, and CI out of the box”
- granular team permissions and audit logs GPT · Claude · Gemini · Grok“granular team permissions, audit logs”
- disciplined ongoing updates and docs GPT · Claude“disciplined ongoing updates and docs”
What would move the rank — the models’ fix lines, unified
- automated testing and enterprise security GPT“automated testing and enterprise security coverage”
- more integrations and recipes Claude“more third-party integrations and recipes”
- lower premium licensing fees Gemini“Lower its premium licensing fees”
Restructured from verbatim model output · nothing invented · every quote machine-verified
Excellent modern TypeScript stack, polished UI, configurable organizations, multiple billing providers, internationalization, typed APIs, and strong support for AI coding agents
Gemini Exceptional versatility with support for Next.js, Nuxt, and SvelteKit, built on a clean monorepo structure with out-of-the-box internationalization and multi-tenant features.
Grok Excellent balance of multi-tenancy (orgs/roles), framework flexibility (Next.js/Nuxt/etc.), multiple payments/DB options, Turborepo/monorepo support, and B2B features at one-time ~$299; strong for practitioners needing database/payment agnosticism and long-term scalability without lock-in.
Claude Best-in-class Supabase-centric kit for Next.js and Nuxt — org/team multi-tenancy, i18n, billing, and AI chat scaffolding with clean TypeScript throughout, at a fair one-time price
Where Supastarter falls short, per the models
- GPT Add MakerKit-level automated testing and enterprise security coverage
- Claude Smaller ecosystem and slower update cadence than Makerkit — more third-party integrations and recipes would close the gap with the leader
- Gemini Lower its premium licensing fees to make it more accessible for early-stage bootstrapper budgets.
Poll history — On this board 5 of 5 polls since Jul 7 · now #3
#2 → #4 → #2 → #2 → #3
What changed in the models’ minds
GPTJul 9 → Jul 10 poll
- NewPolished UI and organizations“polished UI, configurable organizations”
- NewTyped APIs
- NewAutomated testing and enterprise security“Add MakerKit-level automated testing and enterprise security coverage”
- DroppedFramework coverage“strong Next.js/Nuxt/TanStack coverage”
+2 more changes
ClaudeJul 7 → Jul 8 poll
- Newclean TypeScript throughout
- Newfair one-time price“at a fair one-time price”
- Newsmaller ecosystem and slower updates“Smaller ecosystem and slower update cadence than Makerkit”
- Droppedany Postgres via Prisma/Drizzle“Supabase or any Postgres via Prisma/Drizzle”
+2 more changes
GeminiJul 7 → Jul 8 poll
- NewClean monorepo structure
- NewInternationalization and multi-tenant features“out-of-the-box internationalization and multi-tenant features”
- NewLower premium licensing fees“Lower its premium licensing fees to make it more accessible for early-stage bootstrapper budgets.”
- DroppedType-safe Supabase integration“type-safe, production-ready Supabase integration”
+1 more change
Top alternatives per the models: MakerKit · ShipFast · SaaS Pegasus · Jumpstart Pro
Head-to-head — how the models call it
Watch Supastarter
Boards re-poll weekly and the models change their minds. One short email only when Supastarter's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
Embed your ranking badge
Supastarter ranks #3 for best saas boilerplate / starter kit by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-saas-boilerplate?utm_source=badge&utm_medium=embed&utm_campaign=badge-supastarter)<a href="https://modelsagree.com/best/best-saas-boilerplate?utm_source=badge&utm_medium=embed&utm_campaign=badge-supastarter"><img src="https://modelsagree.com/badge/supastarter.svg" alt="Supastarter — ranked #3 for Best SaaS boilerplate / starter kit by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology