verifier.org

Riff (formerly Databutton) alternatives

15 tools we tested head to head against Riff (formerly Databutton), ranked — and what each one actually does differently.

last reviewed 24 jul 2026 · from our best 16 ai app builders ·list curated by Onur Ozcanxin

first — what you'd be leaving

Riff (formerly Databutton) ranks #12 of 16 in our ai app builders testing. python-backed app building, now aimed at the enterprise.

64/100

a capable react + python builder with a real backend, now repositioned for enterprise governance after rebranding from databutton — solid technically, but pricing is a moving target we couldn't verify.

why people look for an alternative
  • current pricing unverified post-rebrand
  • product in transition after the pivot
  • no longer aimed at solo builders

stay with Riff (formerly Databutton) if react + python (fastapi) backend depth is the thing you care about most — nothing below beats it on that.

the short version
best alternativeLovablefounders and developers building a serious mvp they may want to own later90/100
advertisement
  1. 1

    Lovable

    #1 in ai app builders · the market leader, with a real exit path off the platform

    90/100

    verdictthe best all-round balance of output quality, a real backend, and a genuine way out — two-way github sync plus the ability to migrate onto your own supabase. credit burn on heavy iteration is the tax.

    Lovable vs Riff (formerly Databutton)
     Riff (formerly Databutton)Lovable
    pricenot confirmed post-rebrand$25/mo (Pro)
    free tiernoyes
    buildsfull-stack web appsfull-stack web apps
    output stackreact + python (fastapi)react/tailwind/vite + supabase
    code exportverify current pathtwo-way github + zip
    backendneon postgres + authsupabase (provisioned)
    pricing modelcredits (unconfirmed)credits

    switch forfounders and developers building a serious mvp they may want to own later

    pros
    • +two-way github sync plus a real migrate-to-your-own-supabase path
    • +full-stack: provisions auth, postgres and storage
    • +clear market and funding leader — low platform risk
    cons
    • credit burn on heavy iteration; per-action value opaque
    • stack fairly fixed to react + supabase
    • dollar pricing is javascript-gated on the live page
  2. 2

    Bolt.new

    #2 in ai app builders · the developer's pick — real exportable code, flexible stack

    89/100

    verdictthe strongest ownership story with the most flexible output: it runs a real node toolchain in the browser, exports full code, syncs to github, and ships to netlify or vercel. token burn on big projects is the catch.

    Bolt.new vs Riff (formerly Databutton)
     Riff (formerly Databutton)Bolt.new
    pricenot confirmed post-rebrand$25/mo (Pro)
    free tiernoyes
    buildsfull-stack web appsfull-stack web apps
    output stackreact + python (fastapi)flexible (react/vite/next + supabase)
    code exportverify current pathdownload + two-way github
    backendneon postgres + authsupabase (your keys)
    pricing modelcredits (unconfirmed)tokens (scale with codebase)

    switch fordevelopers who want genuine ownership and a stack that isn't locked to one vendor

    pros
    • +full code export plus two-way github sync
    • +flexible, real node stack (not one fixed template)
    • +native netlify/vercel/render publishing
    cons
    • tokens scale with codebase size — big apps get pricey
    • token burn is the top user complaint
    • tight daily cap on the free tier
  3. 3

    v0

    #3 in ai app builders · the best ui output, now a full-stack sandbox — on vercel's rails

    86/100

    verdictthe best-looking output in the category and, since early 2026, a real full-stack sandbox — but the iteration loop stays coupled to vercel and next, so you own the code less freely than with bolt.

    v0 vs Riff (formerly Databutton)
     Riff (formerly Databutton)v0
    pricenot confirmed post-rebrand$30/user/mo (Plus)
    free tiernoyes
    buildsfull-stack web appsfull-stack web apps
    output stackreact + python (fastapi)next.js + tailwind + shadcn/ui
    code exportverify current pathexport + github (loop stays on vercel)
    backendneon postgres + authsupabase / neon / upstash
    pricing modelcredits (unconfirmed)credits + token model pricing

    switch fordevelopers who want top-tier ui and already live in the vercel/next ecosystem

    pros
    • +best-in-class ui output quality
    • +now a full-stack sandbox, not just components
    • +tight supabase/neon/upstash integrations
    cons
    • iteration loop coupled to vercel and next.js
    • less vendor-neutral ownership than bolt
    • token-priced model usage on top of the seat price
    advertisement
  4. 4

    Replit (Agent 3)

    #4 in ai app builders · a real cloud ide you own — with the category's scariest bill

    83/100

    verdictthe most 'real dev platform' of the bunch — a genuine cloud ide with hosting where you truly own the code — held back by effort-based billing that can run away from you with no cap.

    Replit (Agent 3) vs Riff (formerly Databutton)
     Riff (formerly Databutton)Replit (Agent 3)
    pricenot confirmed post-rebrand$20/mo (Core, billed annually)
    free tiernoyes
    buildsfull-stack web appsfull-stack web apps (+ more)
    output stackreact + python (fastapi)flexible (many languages)
    code exportverify current pathyes — full ide, github
    backendneon postgres + authreplit db / auth / storage
    pricing modelcredits (unconfirmed)effort-based credits (no cap)

    switch fordevelopers and tinkerers who want a full environment, not just a generator

    pros
    • +a genuine full cloud ide, not just a prompt box
    • +you truly own and can export the code
    • +databases, auth, storage and hosting built in
    cons
    • effort-based billing has no estimate and no spend cap
    • runaway-spend is the category's loudest complaint
    • pricing model has changed repeatedly
  5. 5

    Emergent

    #5 in ai app builders · a team of agents that ships web and mobile, and owns the code

    81/100

    verdicta fast-rising multi-agent builder that produces ownable react/next web apps and expo mobile apps, with real backend options — newer and less battle-tested than the leaders, but moving fast.

    Emergent vs Riff (formerly Databutton)
     Riff (formerly Databutton)Emergent
    pricenot confirmed post-rebrand$20/mo (Standard)
    free tiernoyes
    buildsfull-stack web appsfull-stack web + mobile
    output stackreact + python (fastapi)react/next + node/fastapi; expo
    code exportverify current pathyes — ownable code
    backendneon postgres + authnode / fastapi + integrations
    pricing modelcredits (unconfirmed)credits

    switch forfounders who want a fuller multi-agent build, including a mobile app

    pros
    • +builds web and mobile, with ownable code
    • +multi-agent workflow with real backends (node/fastapi)
    • +strong funding and momentum
    cons
    • newer and less battle-tested than the leaders
    • credit-to-work conversion is opaque
    • breadth means more surface area to go wrong
  6. 6

    Softgen

    #6 in ai app builders · quietly the best value, with a full github repo per project

    79/100

    verdictthe underrated value pick: a yearly license plus wholesale pay-as-you-go credits, and a full unrestricted private github repo for every project. less polish and momentum than the leaders, but the ownership and price are excellent.

    Softgen vs Riff (formerly Databutton)
     Riff (formerly Databutton)Softgen
    pricenot confirmed post-rebrand~$33/yr + pay-as-you-go credits
    free tiernono
    buildsfull-stack web appsfull-stack web apps
    output stackreact + python (fastapi)next.js/ts/shadcn + supabase/firebase
    code exportverify current pathfull private github repo
    backendneon postgres + authsupabase or firebase
    pricing modelcredits (unconfirmed)yearly license + pay-as-you-go

    switch forbudget-conscious developers who want real ownership without a subscription

    pros
    • +full unrestricted private github repo per project
    • +yearly license + wholesale pay-as-you-go, no subscription
    • +modern next.js/shadcn stack on supabase or firebase
    cons
    • smaller company, less polish and community
    • no true free tier (small credit purchase to start)
    • pay-as-you-go can add up on heavy use
  7. 7

    Base44

    #7 in ai app builders · polished, batteries-included — and now owned by wix

    76/100

    verdicta polished all-in-one with a built-in database, auth and integrations — great for non-technical builders, but more platform-bound than bolt or softgen, and pricier since the wix acquisition.

    Base44 vs Riff (formerly Databutton)
     Riff (formerly Databutton)Base44
    pricenot confirmed post-rebrand$16/mo (Starter, billed annually)
    free tiernoyes
    buildsfull-stack web appsfull-stack web apps
    output stackreact + python (fastapi)own all-in-one platform
    code exportverify current pathplatform-bound (verify)
    backendneon postgres + authbuilt-in db + auth
    pricing modelcredits (unconfirmed)dual credits (message + integration)

    switch fornon-technical builders who want everything built in and don't need to leave the platform

    pros
    • +polished, batteries-included: built-in db, auth, integrations
    • +friendly for non-technical builders
    • +well-funded (wix-owned), strong momentum
    cons
    • more platform-bound — confirm export before committing
    • effective cost rose ~15-30% post-wix acquisition
    • dual-credit system complicates cost estimates
  8. 8

    Tempo

    #8 in ai app builders · planning-first: diagrams before code

    73/100

    verdicta yc-backed, planning-first builder that maps user flows and architecture before writing react — a disciplined approach that reduces slop, though it's smaller than the leaders and the assisted tier is enterprise-priced.

    Tempo vs Riff (formerly Databutton)
     Riff (formerly Databutton)Tempo
    pricenot confirmed post-rebrand$30/mo (Pro)
    free tiernoyes
    buildsfull-stack web appsfull-stack react apps
    output stackreact + python (fastapi)react (planning-first)
    code exportverify current pathreact code (verify path)
    backendneon postgres + authfull-stack react (verify provider)
    pricing modelcredits (unconfirmed)credits

    switch forteams that want a disciplined design-then-build workflow rather than instant slop

    pros
    • +planning-first (diagrams + architecture) reduces slop
    • +react output you can take with you
    • +yc-backed with a disciplined workflow
    cons
    • smaller and less proven than the leaders
    • human-assisted tier is enterprise-priced
    • verify export path and backend on live docs
  9. 9

    Same.new

    #9 in ai app builders · cheap, honest token ladder — great for drafts and ui clones

    71/100

    verdictthe cleanest, cheapest token ladder in the category, with downloadable projects and a knack for cloning an existing ui from a url or screenshot — but a thinner backend story, so treat it as a drafting tool.

    Same.new vs Riff (formerly Databutton)
     Riff (formerly Databutton)Same.new
    pricenot confirmed post-rebrand$10/mo (Basic)
    free tiernoyes
    buildsfull-stack web appsweb app drafts + ui clones
    output stackreact + python (fastapi)react-family web
    code exportverify current pathdownload on paid tiers
    backendneon postgres + authlight
    pricing modelcredits (unconfirmed)tokens (no rollover)

    switch forsolo builders who want fast, cheap web drafts or to clone an existing ui

    pros
    • +cleanest, cheapest token ladder in the category
    • +download and remix projects on paid tiers
    • +excellent at cloning a ui from a url/screenshot
    cons
    • thinner backend story than the leaders
    • tokens don't roll over — they expire each cycle
    • more draft/prototype tool than production platform
  10. 10

    Rork

    #10 in ai app builders · the best-known prompt-to-mobile-app builder

    69/100

    verdictthe best-known way to build a cross-platform mobile app from a prompt, now with a native-swift option — but mobile store submission still has real friction, and you should confirm the export path.

    Rork vs Riff (formerly Databutton)
     Riff (formerly Databutton)Rork
    pricenot confirmed post-rebrand$25/mo (Junior)
    free tiernoyes
    buildsfull-stack web appsmobile apps (ios + android)
    output stackreact + python (fastapi)react native; native swift (max)
    code exportverify current pathverify on live docs
    backendneon postgres + authexternal
    pricing modelcredits (unconfirmed)credits

    switch fornon-technical founders shipping a mobile app without touching xcode

    pros
    • +best-known prompt-to-mobile builder
    • +cross-platform react native plus a native-swift option
    • +path to app store and google play
    cons
    • app-store submission friction remains
    • tight daily cap on the free tier
    • verify export path on live docs
+ 5 more tested, not detailed here
we ranked 16 ai app builders in total. the 5 that didn't make this page are written up in the full ranking →

how these were compared

every tool on this page went through the same test as Riff (formerly Databutton) — same tasks, same order, scored the same way. the comparison tables are the figures from that testing, not vendor spec sheets.

the ai app builders test in full →
was this useful?