Same AI (Same.new) Review — Build Full-Stack Web Apps With AI

A few months ago, I found myself staring at a blank page trying to describe an app idea I’d been excited about for months. I knew what I wanted — a simple task-sharing platform where teams could assign and visualize tasks together — but I didn’t have the coding skills, time, or desire to build it the traditional way. That’s when I came across Same AI (same.new), an intriguing new tool promising to turn natural language prompts into full-stack web applications.

Like many developers and creators, I was skeptical at first. After all, the promise of “AI builds your entire app from text” sounds too good to be true. But what I found by actually testing the platform — flaws and all — was a genuinely novel approach to AI-assisted development that’s very different from your typical no-code builders. Some parts felt magical, others frustrating, and the truth lies somewhere in the middle.

In this review, I’ll break down everything about Same AI: what it is, who it’s for, how it actually works, what it gets right (and wrong), pricing, real user feedback, strong use cases, and my honest verdict. By the end, you’ll know whether it’s worth trying in 2026 and beyond.

What Is Same AI (Same.new)?

Same AI, accessible at same.new, is an AI-powered full-stack web application builder — that means it claims to create working frontend and backend code based on text prompts. Using advanced AI models under the hood, the platform accepts natural language descriptions like “create a marketplace platform with listings and user messaging” and interprets them into an app scaffold powered by Next.js, built-in database support, authentication, and optional hosting integrations.

The goal isn’t just to generate static web pages or drag-and-drop blocks — it’s to let the AI understand your idea and produce runnable code. In theory, this makes Same AI more akin to an AI coding assistant that outputs a deployable app rather than simply a design mockup.

Same AI is cloud-based and accessible in the browser, so there’s no software to install — you log in and start prompting. The platform uses tokens (units of computational work) to bill usage, and offers both free and paid subscription tiers with increasing token allotments.

Who Is It For?

Same AI sits in a fascinating intersection between no-code tools, AI assistants, and developer platforms. It’s not strictly for one user group — but the people who benefit most tend to fall into a few categories.

For founders and entrepreneurs, Same AI can fast-track app prototypes without needing to hire developers. If you know what you want your minimum viable product to do, you can often get a working prototype much faster than traditional coding.

For non-technical creators and hobbyists, the ability to describe functions like “user login, chat feature, and content feed” without typing code reduces the barrier to entry for building an app they otherwise couldn’t.

For developers and experienced builders, Same AI offers promise as a rapid prototyping tool, generating a starting project that you can then customize manually. It’s less about replacing coding and more about accelerating early stages — though in my experience, stability and reliability are still maturing.

For teams and collaborators, Same AI can act as a shared development workspace, potentially bridging idea discussions directly into technical output — though I noticed limitations when complexity increases.

In short, Same AI is especially compelling for early-stage projects, simple web apps, or proof-of-concept work; it’s less ready for heavy production apps with strict performance or reliability needs (as we’ll discuss shortly).

Key Features & How It Works

Same AI offers a suite of features that appear simple at first glance but reveal deeper capability as you interact with them.

1. AI-Driven Prompt Workflows

The main workflow starts with a text prompt. You describe what you want the app to do — not how to code it. For example:

“Create a review platform with user profiles, ratings, and search functionality.”

The AI interprets intent, generates the necessary front-end components, API routes, and database schema, then stitches it all together — theoretically leaving you with a functioning web app.

2. Full-Stack Output (Next.js)

Under the hood, Same AI uses Next.js, a modern JavaScript framework that allows frontend and backend code to live in one place. Outputs include UI components, backend logic, and integrations like authentication or databases without the user defining each piece manually.

3. Token-Based Usage System

Instead of charging per project or per minute, interactions with the AI consume “tokens,” where more complex tasks use more tokens. Your subscription tier determines how many tokens you get per month.

4. Collaboration & Versioning (Emerging)

Same AI aspires to let teams work together, share workspaces, and iterate on project ideas in real time — though during testing, version recovery and collaboration were areas that showed some instability.

How to Use Same AI (Same.new)

Same AI (accessible at same.new) is an AI-powered web app builder that lets you generate, edit, and deploy full-stack web applications by describing what you want in natural language.

1. Sign Up and Create a Project

The first step is simple:

1. Visit same.new in your web browser and sign up or log in using your email.
2. Once logged in, you’ll be taken to your dashboard where you can create a new project.

2. Start with a Prompt

Same AI’s core idea is that you tell it what you want, and it builds it:

• You can describe your project in natural language, like:
  “Create a job board app with user signup, posting jobs, and search functionality.”
• You can be vague or very detailed. After the initial build, you can refine.

You can also start in three ways:

1. From scratch — write your idea in words.
2. From a design URL or screenshot — paste a website URL or upload a mockup, and Same tries to generate that interface.
3. Browse template ideas — pick something from the community gallery and remix it.

Once you submit your description, Same generates the initial app structure using its AI — including frontend pages, backend logic, and database setup.

3. Refine Your App with Natural Language

After the initial version is built, you don’t have to manually code everything:

• Click elements on your project preview to change text, images, layout, or style.
• Or just tell Same what to do next in plain language — e.g., “Add user authentication,” “Create a search bar,” or “Make the signup form validated with error messages.”

When you instruct it, Same will:

• Insert new functionality
• Adjust logic
• Update navigation
• Connect backend routes
  All without writing traditional code yourself.

Tip: For best results, give smaller sequential instructions instead of one huge command.

4. Review and Test

As Same makes changes, you’ll see:

• A live preview of your app
• A history of the AI’s actions
• Diffs showing what was changed under the hood

This helps you check whether the AI understood your request and gives you control to correct mistakes.

If something isn’t right, you can either:

• Give feedback to Same about what should change
• Or revert to a previous version of the project.

5. Deploy Your Application

When you’re happy with the app, you can make it publicly accessible:

• Click the Deploy button in your workspace
• Or simply tell Same “Deploy my project”
  Same.ai will take care of publishing the app online.

Deployment is designed to be easy so you can launch your app without needing extra configuration.

Common Things You Can Build with Same AI

Same AI isn’t just for static sites — you can use it to create:

• Dashboards with authentication
• E-commerce product listings and cart logic
• Interactive forms and database integrations
• Responsive web interfaces that work on phones and desktops
  All by telling Same what you want.

How To Fix When Things Go Wrong

Sometimes Same might misinterpret a command or stall. Here’s what to do:

• Ask it to plan first — like:
  “Before coding, outline the steps you’ll take.”
• Review the summary of changes it made to confirm expectations.
• If the output breaks your app, use the revert feature to undo the mistake.
• Start a fresh chat if the conversation context becomes too long or confusing.

Real User Experience (Hands-On Test)

When I first logged into Same AI, the setup was straightforward: email login and then choosing a project space. The interface is clean and minimal, which is refreshing compared to crowded platforms like Notion or Jira.

The Good

The concept feels futuristic: type in English, and AI builds pages, routes, and database tables. For simple projects like a portfolio site or small blog platform, Same AI generated usable starting points within minutes.

There’s clarity in how prompts transform into files — you can see the code being built, not just abstract outputs. This transparency is crucial for developers who intend to extend the project manually.

The Challenging

However, during more complex tasks, I experienced build stalling and output that wasn’t always what I expected. In some cases, edits caused file corruption or lost work — a recurring complaint among other users on independent review platforms.

I also noticed that certain features, like version control or resolving conflicts, felt underdeveloped compared to teams working in Git workflows.

Compared to traditional builders or IDEs, Same AI still feels experimental — impressive, but not yet polished enough for critical production apps.

AI Capabilities and Performance

When tasked with generating core logic, Same AI generally does well with basic or moderately complex concepts. Simple CRUD apps (create, read, update, delete) get assembled fast and reasonably accurately.

But as complexity grows — like intricate relationships between entities, custom business logic, or highly responsive UI elements — the outputs can be inconsistent and require manual correction.

Accuracy also depends heavily on how precise your prompt is. Clear, detailed prompts yield better code. Vaguer descriptions often generate scaffolding that misses key behavior.

This aligns with early adopters’ reports: users say Same AI can accelerate early development, but is not yet a replacement for developers when robust functionality is needed.

Pricing and Plans

Same AI uses a tiered subscription model where you pay for monthly token allowances:

Plan	Price	Tokens Included
Free	$0	500,000 tokens
Basic	$10/mo	2,000,000 tokens
Pro	$25/mo	5,000,000 tokens
Max	$50/mo	10,000,000 tokens
Ultra	$100/mo	20,000,000 tokens

Free tier users get a generous token allotment for experimentation, but heavy users or production builders will likely need Pro or above.

A pro tip: Tokens don’t roll over, and you consume them based on request complexity — so craft prompts thoughtfully to avoid waste.

Pros and Cons

Pros	Cons
Can generate full-stack apps from text	Stability issues reported by multiple users
Modern stack (Next.js, database integrations)	Not ideal for highly complex production apps
Useful for rapid prototyping	Token consumption can add up
Browser-based, no install	Collaboration/versioning functionality still evolving
Generous free tier	Support infrastructure is limited

How It Compares to Alternatives

Feature	Same AI	Traditional No-Code	AI Assistants (e.g., Copilot)
Code output	Full stack from text	Often UI only	Suggests code to developer
Collaboration	Built-in workspace	Varies by platform	Depends on IDE
Learning curve	Low-medium	Low	High (if coding)
Token-based billing	Yes	No	N/A

Same AI’s closest competitors are AI coding assistants and collaborative AI workspaces, but its focus on generating runnable full-stack apps from natural language sets it apart.

Real-World Use Cases

Imagine a startup founder with an app idea but no coding skills: they describe their vision in Same AI and get a prototype fast enough to pitch to investors. A teacher could build a student project tracker without learning code. Or a small business owner could spin up a custom admin portal without hiring a dev team.

These scenarios highlight how Same AI puts powerful development tools into the hands of non-developers — which is its most compelling promise.

User Reviews & Community Feedback

Across independent sites, some users praise Same AI’s potential and innovative approach, while others report bugs, instability, or unexpected token charges. One Slashdot reviewer even called it unusable and problematic during development.

These mixed experiences suggest that while Same AI excels in concept and simple use cases, reliability still matters — and users should prepare for occasional rough edges.

Verdict: Is Same AI Worth It?

If you’re curious about AI-assisted app building, want to prototype fast, or are comfortable refining and debugging generated code, Same AI offers an exciting toolset with real capabilities. It shines in early project stages and for creators who want something tangible without deep coding.

However, for mission-critical apps, complex requirements, or enterprise use, it still feels like a platform in progress — promising, but not mature enough to replace human development teams.

In short: innovative, useful, and worth trying — but not a magic bullet.