AI Tools by Platform 2026: Mac, Windows, Linux, iOS, Android, Web
Platform availability shapes how useful an AI tool actually is in your daily workflow. A tool that only runs in a browser works fine if you're always at a desk, but becomes cumbersome when you need it while coding in a native IDE, editing video on desktop, or working from a phone. A tool with a native desktop app can integrate more deeply with your system but may not follow you across devices.
This guide maps every major AI tool to its supported platforms, identifies which categories require native apps versus which work fine in a browser, and helps you decide where each tool fits in a multi-device workflow.
Platform Availability Matrix
Chat and Language Models
| Tool | Mac App | Windows App | Linux | iOS App | Android App | Web |
|---|---|---|---|---|---|---|
| ChatGPT | Yes | Yes | No (web) | Yes | Yes | Yes |
| Claude | Yes | Yes | No (web) | Yes | Yes | Yes |
| Gemini | No (web) | No (web) | No (web) | Yes | Yes | Yes |
| Perplexity | Yes | No (web) | No (web) | Yes | Yes | Yes |
| Copilot (Microsoft) | Yes | Yes (built-in) | No (web) | Yes | Yes | Yes |
| Mistral (Le Chat) | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Grok | No (web) | No (web) | No (web) | Via X app | Via X app | Yes |
Chat tools platform note: Chat tools are the most web-first category. Most of them work identically in a browser versus a native app, because the core experience is a text interface. The main reason to prefer the native app is system integration: notifications, keyboard shortcuts, and the ability to use the tool without opening a browser tab.
ChatGPT's Mac and Windows apps support voice mode and screen sharing, which aren't available via the web interface alone. Claude's desktop apps enable file drag-and-drop and tighter system integration. For most chat use, the web version and the app are equivalent.
Coding Assistants
| Tool | Mac | Windows | Linux | iOS | Android | Web/Editor |
|---|---|---|---|---|---|---|
| GitHub Copilot | Via VS Code/JetBrains | Via VS Code/JetBrains | Via VS Code/JetBrains | No | No | github.com |
| Cursor | Yes (native) | Yes (native) | Yes (native) | No | No | No |
| Windsurf | Yes (native) | Yes (native) | Yes (native) | No | No | No |
| Codeium | Via IDE plugin | Via IDE plugin | Via IDE plugin | No | No | Codeium Web |
| Tabnine | Via IDE plugin | Via IDE plugin | Via IDE plugin | No | No | No |
| Claude Code | Yes (terminal) | Yes (terminal) | Yes (terminal) | No | No | No |
| Devin | Via browser | Via browser | Via browser | No | No | Yes |
| Replit | Via browser | Via browser | Via browser | Yes | Yes | Yes |
Why coding tools are desktop-first: Code editors are desktop applications. AI coding assistants either live inside an IDE as a plugin (Copilot, Codeium, Tabnine) or replace the IDE entirely with AI built in (Cursor, Windsurf). Neither model translates well to mobile, coding on a phone is impractical regardless of AI assistance.
Replit is the exception. It's a browser-first IDE with a mobile app, specifically designed for cloud-based development without a local setup. Its AI features work on mobile.
Linux support: Linux is well-covered for coding tools because professional developers make up most of their user base, and Linux is common in developer environments. Cursor, Windsurf, VS Code with Copilot, and Claude Code all work on Linux.
Image Generation
| Tool | Mac App | Windows App | Linux | iOS App | Android App | Web |
|---|---|---|---|---|---|---|
| Midjourney | No (web + Discord) | No (web + Discord) | No (web + Discord) | No (web) | No (web) | Yes |
| DALL-E (ChatGPT) | Via ChatGPT app | Via ChatGPT app | No | Via ChatGPT app | Via ChatGPT app | Yes |
| Adobe Firefly | Via CC app | Via CC app | No | Adobe apps | Adobe apps | Yes |
| Stable Diffusion (local) | Yes (AUTOMATIC1111, ComfyUI) | Yes (AUTOMATIC1111, ComfyUI) | Yes (AUTOMATIC1111, ComfyUI) | Partial | No | Via cloud UIs |
| Flux | Via ComfyUI | Via ComfyUI | Via ComfyUI | No | No | Via Fal.ai etc. |
| Leonardo AI | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Ideogram | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Canva | Yes | Yes | No (web) | Yes | Yes | Yes |
Image generation is mostly web-based. The cloud-hosted generators (Midjourney, Leonardo, Ideogram) are browser-first by design. The exception is local inference: Stable Diffusion and Flux run as local applications on Mac, Windows, and Linux if you have sufficient GPU.
Local inference has significant advantages: no usage caps, no subscription cost, full control over model versions and settings. The barrier is hardware, you need at least 8GB VRAM for practical use, and 16-24GB for larger models.
Mobile image generation: This category has almost no native mobile apps for the primary generators. Adobe has Firefly integrated into its mobile apps (Adobe Express, Photoshop mobile), and Canva's mobile app includes AI features. For Midjourney, DALL-E, and similar tools, the mobile experience is the mobile web browser, which works but isn't native.
Video Generation
| Tool | Mac App | Windows App | Linux | iOS App | Android App | Web |
|---|---|---|---|---|---|---|
| Runway ML | No (web) | No (web) | No (web) | Yes | Yes | Yes |
| Kling AI | No (web) | No (web) | No (web) | Yes | Yes | Yes |
| Hailuo AI | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Pika Labs | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Luma Dream Machine | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Sora | Via ChatGPT app | Via ChatGPT app | No | Via ChatGPT app | Via ChatGPT app | Yes |
| Synthesia | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| HeyGen | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Descript | Yes (native) | Yes (native) | No | No | No | Web editor |
| Opus Clip | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
Video generation is almost exclusively web-based. The compute requirements for video generation mean these tools run on cloud infrastructure, not locally. The web browser is the standard interface.
The meaningful exceptions: Runway has iOS and Android apps with a streamlined mobile interface. Kling AI also has mobile apps. Descript is a native desktop application (Mac and Windows) because it's a full video editing suite, not just a generation tool, the native app enables GPU-accelerated rendering and tight system integration.
Voice and Audio
| Tool | Mac App | Windows App | Linux | iOS App | Android App | Web |
|---|---|---|---|---|---|---|
| ElevenLabs | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Murf AI | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Descript | Yes (native) | Yes (native) | No | No | No | Web editor |
| Adobe Podcast | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Whisper (local) | Yes (local) | Yes (local) | Yes (local) | Partial (via apps) | No | Via API |
| Suno | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
| Udio | No (web) | No (web) | No (web) | No (web) | No (web) | Yes |
Desktop App vs. Web Browser: When It Matters
For most tools, the web interface and the native app are functionally equivalent. The cases where it actually matters:
Cases where a native app has a real advantage
Offline capability: Native apps sometimes cache functionality that works without internet. Most AI tools require a connection regardless, but local models (Stable Diffusion, Whisper, Ollama) work fully offline once downloaded.
System integration: Desktop apps can read files from your local system, integrate with OS notifications, and use keyboard shortcuts registered at the OS level. ChatGPT and Claude desktop apps can see your screen if you explicitly allow this, which the web version cannot.
Editor plugins: Coding assistants require a native plugin to function inside your IDE. You cannot use GitHub Copilot or Codeium from a browser tab while coding in VS Code, they need to be installed as extensions.
Performance: Native apps generally render faster and respond more smoothly than browser tabs, especially on lower-powered machines. For text-heavy tools, this difference is small. For video editing tools like Descript, native rendering matters.
Cases where the web version is just as good
Chat and writing tools: If you're using ChatGPT, Claude, or Gemini primarily for text conversations, there is no meaningful difference between the web version and the native app. Use whichever your workflow prefers.
Image generators: All major cloud image generators work equally well in browser. The web UI is the primary interface for Midjourney, Leonardo, and Ideogram.
Web tools at work: Corporate environments often restrict software installation. Browser-based access to AI tools is important for users who can't install desktop software. All major chat tools have solid web experiences partly for this reason.
Platform-Specific Notes
Mac
Mac is well-covered. Every major AI tool has either a native Mac app or a web interface that works well in Safari/Chrome. The native app advantage on Mac is most pronounced for coding tools (Cursor, Windsurf have native Mac builds) and local inference (Stable Diffusion via AUTOMATIC1111, Ollama).
One Mac-specific capability: the Claude desktop app integrates with macOS accessibility features, allowing it to see the contents of other apps on screen. This is the closest thing to a true system-level AI assistant on the platform.
Windows
Windows users have the widest selection of AI desktop apps. Microsoft Copilot is built directly into Windows 11. Many tools ship Windows apps alongside Mac versions. Coding tools (Cursor, Windsurf, VS Code extensions) all work natively.
One Windows advantage for local inference: NVIDIA GPUs with CUDA are more common on Windows workstations than on Macs, enabling more powerful local model inference. The Mac platform has Apple Silicon's Metal GPU compute, which Ollama and llama.cpp support, but VRAM is unified and smaller than dedicated NVIDIA GPUs.
Linux
Linux support is strongest for developer tools and weakest for consumer creative tools. All major code editors and their AI plugins work on Linux. Local inference (Ollama, AUTOMATIC1111, ComfyUI) works well on Linux, especially with NVIDIA GPUs. Chat tools work via browser with no native app.
Creative tools (video editing, image generation GUIs) have more limited Linux support. Adobe products don't run on Linux at all.
iOS and Android
Mobile AI tool support is split into two tiers:
First-tier mobile: Chat tools (ChatGPT, Claude, Copilot), which have solid native apps and work well on phones. Gemini and Perplexity also have good mobile apps.
Second-tier mobile: Everything else. Video generation, image generation (except Canva), audio production, and coding tools are not designed for mobile use. The web versions of image generators technically work in a mobile browser, but the experience is inferior.
If mobile AI access is important to your workflow, prioritize chat tools with strong mobile apps. For creative and development work, you're using desktop.
Multi-Device Workflow Recommendations
Knowledge worker on Mac + iPhone: Use Claude or ChatGPT, both have excellent Mac and iOS apps with full feature parity. History syncs across devices.
Developer on any platform: Cursor or Windsurf for desktop coding (all three major OSes). GitHub Copilot if your organization already uses GitHub and prefers an IDE plugin. Mobile access to coding tools isn't a priority for this role.
Creative working with images: Stable Diffusion or ComfyUI if on Mac or Windows with a GPU. Leonardo AI or Midjourney if you prefer cloud-based and want to switch between devices.
Video creator: Web-based workflow with Runway or Kling AI. Native Descript app if you're editing as well as generating. No meaningful mobile workflow exists for this category.
Team on mixed platforms (Mac + Windows + Linux): Web-first tools have the most consistent cross-platform experience. Claude, ChatGPT, Gemini, and Perplexity all work identically across browsers. For coding, VS Code with GitHub Copilot or Codeium is the most consistent cross-platform setup.
The Local Inference Option
Local inference, running AI models on your own hardware rather than accessing cloud services, is a distinct platform consideration. It's platform-specific because it depends heavily on your GPU.
Ollama is the standard tool for local language model inference. It runs on Mac (Apple Silicon and Intel), Windows, and Linux. Models like Llama 3, Mistral, and Gemma run locally via Ollama with no usage cost and no data sent to external servers.
Local inference advantages: privacy (data stays on your machine), no usage limits, no subscription cost, works offline. Disadvantages: model quality is below frontier models, requires hardware investment, no mobile access.
For users with privacy concerns, professional secrets, or simply high-volume needs, local inference is worth the setup investment. For everyone else, the cloud tools are more capable and easier to maintain.