Alloy vs Mouse-1: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Alloy and Mouse-1 — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
Alloy
Alloy
Create pixel-perfect, interactive prototypes by capturing your real product pages across desktop and mobile.
Key features
- Instant Browser Capture: A browser extension captures live product pages and UI state instantly to create prototypes that mirror the real product’s visuals and layout.
- Pixel-Perfect Prototypes: Builds lifelike, pixel-accurate prototypes that preserve styling and layout for realistic demos and usability testing.
- Interactive Behavior: Supports interactive prototypes with realistic navigation and interactions so stakeholders can experience flows like the real product.
- Cross-Platform Clients: Desktop (macOS, Windows), web, iOS and Android apps allow capturing, viewing, and testing prototypes across devices.
- AI-Powered Prototyping: Uses AI to accelerate prototype generation and streamline the process of converting captured pages into interactive mockups.
- Real-Time Mobile Collaboration: Mobile app features enable real-time communication and synchronization between devices for field teams and device testing.
- Sharing & Team Workflows: Tools to share prototypes with teammates and customers for feedback, demos, and user testing with minimal setup.
- Quick Start Guides: Step-by-step documentation and guides to get started quickly, including capturing pages and building shareable prototypes.
- Instantly capture real product pages from the browser via a browser extension
- Generate lifelike, interactive prototypes that mirror the real product UI
- Cross-platform apps: macOS, Windows, Web, iOS and Android
- AI-powered assistance for rapid prototyping (public content references AI-powered prototyping)
- Share prototypes with teams and customers for feedback and demos
- Alloy Mobile for real-time communication between devices/field users
Best for
- Rapid UX Validation: Capture a live web page and convert it into a clickable prototype to run usability tests with users within hours.
- Stakeholder Demos: Produce pixel-perfect interactive demos from the actual product to show realistic flows to customers or executives.
- Cross-Device Testing: Use desktop and mobile clients to test interactions and layouts across platforms and replicate real-device behavior.
- Field Collaboration: Equip field teams with Alloy Mobile to communicate in real time between devices and validate device-specific workflows.
- Design Iteration: Quickly capture current product screens, iterate on interactions, and share updated prototypes for fast feedback cycles.
- Pre-Release QA: Create prototypes from the production UI to validate edge-case interactions and flows before shipping changes to users.
- Design teams creating high-fidelity prototypes that match the live product for usability testing
- Product teams demonstrating realistic product flows to stakeholders and customers
- Marketing and sales teams preparing interactive demos that reflect current product UI
- Field teams using Alloy Mobile for real-time device-to-device communication during installations or on-site workflows
Mouse-1
Mouse
Mouse-1 is a fast, low-cost decision model that plugs into agent harnesses to handle routing, gating and verification.
Key features
- Decision Layer for Agents: Takes agent state and options and returns probabilities so the harness can route, gate and verify.
- About 100 ms Latency: Answers faster than a chat model's first token.
- Batch Decisions: One request answers up to 128 questions.
- Prompt-Injection Resistance: Chooses only from supplied options; planted instructions changed 0% of decisions in vendor tests.
- Zero Data Retention: Requests are scored and dropped, never stored or used for training.
- Image and Document Classification: Handles content moderation, document routing and browser-state detection.
Best for
- Agent Routing: Deciding which model or tool an agent should use next.
- Action Gating: Approving or blocking risky agent actions cheaply.
- Content Moderation: Classifying images or text as safe or unsafe.
- Document Routing: Sending invoices, contracts and IDs to the right workflow.
- Browser Agents: Detecting screen state such as login required or error.
- Cost Reduction: Offloading small decisions from expensive frontier models.