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How do AI models rank No-Code App Builders?

The public record of what ChatGPT, Claude, Gemini, and Perplexity recommend. Ranked across 17 brands, dated at every close.

Model API
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Glide holds #1 on consensus, at 56.

  • ChatGPT
  • ClaudeBubble
  • GeminiGlide
  • PerplexityBase44
No-Code App Builders: how 4 AI models rank the top brands. Each model column is ranked independently.
Consensus rankAPI + Search: measured on the official model API with web search enabledChatGPT#1 GlideClaude#1 BubbleGemini#1 GlidePerplexity#1 Base44
1
GlideUp 2 from the last close
56
Not named by ChatGPT
#285Down 1 from the last close
#1100No change from the last close
#738Down 6 from the last close
2
BubbleDown 1 from the last close
50
Not named by ChatGPT
#1100No change from the last close
#738Down 6 from the last close
#461Down 3 from the last close
3
AdaloNew entry at the last close
40
Not named by ChatGPT
#461New entry at the last close
#372New entry at the last close
#927New entry at the last close
4
FlutterFlowDown 2 from the last close
40
Not named by ChatGPT
#372Down 2 from the last close
#644Down 5 from the last close
#644Down 5 from the last close
5
SoftrDown 1 from the last close
34
Not named by ChatGPT
#552Down 4 from the last close
#285Down 1 from the last close
Not named by Perplexity
6
Base44New entry at the last close
25
Not named by ChatGPTNot named by ClaudeNot named by Gemini
#1100New entry at the last close
7
ThunkableNew entry at the last close
22
Not named by ChatGPT
#832New entry at the last close
#832New entry at the last close
#1023New entry at the last close
8
ZiteNew entry at the last close
21
Not named by ChatGPTNot named by ClaudeNot named by Gemini
#285New entry at the last close
9
GoodBarberNew entry at the last close
21
Not named by ChatGPTNot named by Claude
#552New entry at the last close
#832New entry at the last close
10
EmergentNew entry at the last close
18
Not named by ChatGPTNot named by ClaudeNot named by Gemini
#372New entry at the last close
11
AppSheetNew entry at the last close
15
Not named by ChatGPTNot named by Claude
#461New entry at the last close
Not named by Perplexity
12
WeWebDown 7 from the last close
13
Not named by ChatGPTNot named by ClaudeNot named by Gemini
#552Down 4 from the last close
13
WebflowNew entry at the last close
12
Not named by ChatGPT
#1023New entry at the last close
#1023New entry at the last close
Not named by Perplexity
14
LovableNew entry at the last close
11
Not named by ChatGPT
#644New entry at the last close
Not named by GeminiNot named by Perplexity
15
Bolt.newNew entry at the last close
10
Not named by ChatGPT
#738New entry at the last close
Not named by GeminiNot named by Perplexity
16
AppsmithNew entry at the last close
7
Not named by ChatGPT
#927New entry at the last close
Not named by GeminiNot named by Perplexity
17
DraftbitNew entry at the last close
7
Not named by ChatGPTNot named by Claude
#927New entry at the last close
Not named by Perplexity
Swipe4 models

Understand the chart.

Full glossary

The record so far.

Consensus rank · top 5
12345Jul 6, 2026Aug 10, 2026
GlideBubbleAdaloFlutterFlowSoftr
Consensus rank by close for the top 5 brands, oldest close first
BrandJul 6, 2026Aug 10, 2026
Glide#3#1
Bubble#1#2
Adalonot ranked#3
FlutterFlow#2#4
Softr#4#5

The receipts.

Recorded 2026-08-10 · 4 model answers

The unedited answers this ranking is scored from. We record what each model said, word for word. Nothing summarized, nothing editorialized.

ChatGPT10 sources

ChatGPT · Recorded 2026-08-10

There is no single best no-code builder: the right answer depends mainly on whether you need an internal tool, a public web SaaS, or a true native mobile app. But if I were advising a real buyer who prioritizes shipping quickly, I’d rank them this way:

1. Glide — My strongest default recommendation for internal business apps because it is exceptionally fast for turning operational data into polished tools, portals, and field apps without a difficult setup curve.

2. Softr — Best for a nontechnical team that needs a client portal, directory, CRM, or internal business system quickly, especially when its data already lives in Airtable, Sheets, Notion, HubSpot, or SQL.

3. Bubble — Best all-in-one choice for a serious public-facing web app or SaaS with custom workflows, user accounts, payments, and a database, although it takes materially longer to learn than Glide or Softr.

4. FlutterFlow — Best choice for a startup that needs a real iOS/Android app and wants the safety of exporting Flutter source code rather than being permanently tied to one no-code platform.

5. WeWeb — Best for teams building a more design-sensitive, scalable web application on their own backend stack, particularly when code export, self-hosting, and avoiding lock-in matter.

6. Adalo — Best no-code route for a nontechnical founder who wants to publish a straightforward database-driven app to the iOS App Store, Google Play, and the web from one project.

7. Retool — Best for companies building secure internal admin tools, dashboards, and operational software on top of existing databases and APIs, but it is less appropriate for a consumer-facing startup product.

8. Thunkable — Best for simpler native mobile apps, prototypes, education, or projects needing phone capabilities such as cameras, Bluetooth, location, and push notifications without writing code.

9. Base44 — A strong prompt-first option for getting a web-app prototype or small team tool into users’ hands extremely fast, but I would validate its limits carefully before making it the long-term foundation of a complex product.

10. AppSheet — A sensible pick primarily for organizations already committed to Google Workspace that want governed, data-centric internal apps rather than a highly branded consumer application.

My genuine short answer: start with Glide for an internal app, Bubble for a public web SaaS, FlutterFlow for a real mobile product, and Softr for a portal or business app built around existing data. Do not choose a prompt-only “vibe coding” builder as the core of a business-critical product merely because it produces the first demo fastest; it is usually better for validating the idea than for operating the application long term.

Clauderaw answer

Claude · Recorded 2026-08-10

{"answer": "Here's my honest, ranked take on no-code app builders for building apps fast, based on independent reviews and cross-source consensus (not vendor self-rankings):\n\n1. Bubble – The most powerful and mature no-code platform for building real web apps and SaaS products with complex logic and databases; steeper learning curve but the best ceiling if your app will grow beyond a simple MVP.\n\n2. Glide – The fastest way to turn a spreadsheet (Google Sheets, Airtable, SQL) into a working app in literally minutes, making it the top pick for internal tools, directories, and quick data-driven MVPs.\n\n3. FlutterFlow – The best choice if you want a genuinely native mobile app with the option to export real Flutter code later, giving you speed now and an escape hatch from lock-in.\n\n4. Adalo – The simplest drag-and-drop route to publish an actual app to the Apple App Store and Google Play without touching a backend, ideal for straightforward mobile MVPs.\n\n5. Softr – If you're already using Airtable or Google Sheets, Softr gets you a polished client portal or directory app faster than almost anything else.\n\n6. Lovable – For AI-prompt-to-app speed on full-stack web products, Lovable is remarkably fast, though it's really a \"vibe-coding\" tool generating real code rather than classic no-code.\n\n7. Bolt.new – Similar prompt-driven speed to Lovable, spitting out React/Node/Postgres apps and deploying them in one click, great for rapid web prototypes.\n\n8. Thunkable – A solid block-based cross-platform mobile builder with a generous free tier, good for learning and prototyping simple mobile apps.\n\n9. Appsmith – Open-source and best suited for teams building internal dashboards and admin tools quickly, provided you're comfortable with a bit more technical setup.\n\n10. Webflow – Best when your \"app\" is really a polished, CMS-backed website with app-like interactivity and you want professional design without sacrific

Geminiraw answer

Gemini · Recorded 2026-08-10

Here is the ranked list of the best no-code app builders for building apps fast, ranked from strongest to weakest: 1. Glide: Glide is unmatched for sheer speed, allowing you to generate fully functional mobile and web apps directly from a spreadsheet in minutes. 2. Softr: Softr is the fastest option for building web apps, client portals, and internal tools using Airtable or Google Sheets as your backend. 3. Adalo: Adalo offers an incredibly intuitive drag-and-drop interface that makes designing and launching native mobile apps remarkably fast for beginners. 4. AppSheet: Backed by Google, AppSheet is perfect for rapidly deploying internal, data-driven business applications without worrying about complex UI design. 5. GoodBarber: GoodBarber provides beautiful, ready-made templates that let you launch standard e-commerce or content-based mobile apps almost instantly. 6. FlutterFlow: While it has a slight learning curve, FlutterFlow allows you to visually build and rapidly deploy highly customized, native-feeling iOS and Android apps. 7. Bubble: Bubble is the most powerful no-code platform available, enabling rapid development of complex web apps once you overcome its initial learning curve. 8. Thunkable: Thunkable utilizes a fast, block-based logic system that makes it easy for anyone to quickly build cross-platform mobile applications. 9. Draftbit: Draftbit dramatically speeds up the process of building native mobile apps by providing a visual builder that generates production-ready React Native code. 10. Webflow: Though primarily a visual website builder, Webflow allows for the rapid creation of stunning web app frontends when paired with external logic and database tools.

Perplexity8 sources

Perplexity · Recorded 2026-08-10

1. Base44 — The strongest speed-first recommendation, because it can turn a plain-English app description into a working app in minutes with backend, database, and hosting included.[3][6] 2. Zite — Best for most businesses that want fast production-ready apps, since it combines visual workflows, built-in database, auth, and unlimited users on all plans.[5] 3. Emergent — A strong choice for prompt-to-production web and mobile apps when you want multi-agent generation plus exportable code and managed hosting.[5] 4. Bubble — Best if you need an all-in-one no-code ecosystem for more complex web apps, with a large template and plugin marketplace.[8][10] 5. WeWeb — Best for teams that want more design control, backend flexibility, and code ownership than typical no-code tools offer.[8] 6. FlutterFlow — The best pick for cross-platform mobile apps when native Flutter output and code export matter.[5][7][8] 7. Glide — A practical fast-builder for internal tools and simple apps, especially when you want to move quickly with a clean visual workflow.[7][10] 8. GoodBarber — A solid option for mobile app builders, especially for content, community, and branded app use cases.[7] 9. Adalo — Useful for straightforward no-code mobile app builds, though it is usually less powerful than the top-ranked tools for speed plus flexibility.[7] 10. Thunkable — A credible choice for simple mobile apps and prototyping, but generally not the first recommendation if your main goal is the fastest path to a polished app.[7]

My genuine buyer recommendation: if you want the *fastest overall path* from idea to working app, start with Base44; if you want the best balance of speed and business-ready structure, choose Zite; and if you expect the app to become more complex, Bubble is the safer long-term platform.

How this ranking is measured1,180 queries · 4 models · updated aug 10, 2026Live data

This is the public record for No-Code App Builders: the same questions, every model, every close. We ask each model the real questions buyers ask in this category and record which brands it recommends and in what order. A brand recommended at position i scores 100 × 0.85^(i−1) for that model (#1 = 100, #2 = 85, #3 = 72, …); unmentioned brands score 0.

Each model is ranked independently, so the columns disagree when the models disagree. The consensus score is the mean across the 4 models recorded at this close, and movement compares against the previous close.

We report what the models say. We don’t editorialize, and brands can’t pay to change their position.

This ranking is live: the numbers come from recorded model answers captured through the official model APIs, scored with the published formula above. The raw answers are on this page under “The receipts.”

What we measure
We measure on the official model APIs: the same question, the same settings, the same week, for every brand. Web search is on, so the models can draw on what is live on the web. Nothing is personalized to a user, which is what makes the columns comparable.
What we don’t
The consumer apps are a different surface. What a person sees inside a chat app can carry memory, personalization, and live experiments on top of the same model, so its answers can differ from the API’s. We do not measure that surface yet. True browser listings, recorded from the consumer apps, arrive with WDIR Ranked, the Pro product. WDIR Ranked · Coming soon

Updated Aug 10, 2026 · week of 2026-08-10

The written record

Read the Best No-Code App Builders guide.

The same record as an editorial answer, with the reasoning spelled out: who leads, who is climbing, and where the models disagree.

Read the guide

Head to head.

Two brands from this ranking, compared model by model across every category they share.

Narrow the record.

The same question, tighter. Each refinement is measured the first time someone opens it.

No-Code App Buildersthis page