Mouse-1 vs Newport AI: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Mouse-1 and Newport AI — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
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.
Newport AI
NewportAI
Platform and API for creating digital avatars, voice synthesis, and image generation for media and product integration.
Key features
- Digital Avatar Creation: Tools and product workflows to create customizable digital avatars for use in video, streaming, virtual environments, and marketing assets, accessible via web products and API endpoints.
- Voice Generation and Synthesis: Services to produce synthetic speech and voice assets for characters, narration, or dubbing that can be delivered through API integration or product interfaces.
- Image Generation: Image creation capabilities for producing photorealistic or stylized visuals to support concept art, marketing imagery, or in-product visuals via product UI or API calls.
- API Services: Programmable endpoints to embed avatar, voice, and image generation into custom applications, pipelines, or media production workflows for automation and scale.
- Product Suite Integration: A combined offering of ready-to-use products and developer-facing services so teams can use GUI tools or integrate features directly into their technology stack.
- Enterprise and Customization Support: Product and service orientation aimed at enabling customized outputs and integrations for studios, developers, and production teams needing tailored asset pipelines.
- Digital avatar creation and customization
- Synthetic voice generation and voice cloning
- Image generation and image synthesis
- Products for end users
- Developer-facing API services for integration
Best for
- Virtual Talent and Influencers: Create and deploy digital avatars with synthetic voices for social channels, livestreaming, and virtual influencer campaigns.
- Voiceovers and Dubbing: Generate voice tracks for promotional videos, e-learning content, or localized dubbing integrated via API into media production workflows.
- Game and Virtual World Characters: Produce character avatars and voice assets for games and virtual environments to accelerate asset creation and iteration.
- Marketing and Creative Content: Rapidly generate imagery and avatar-led creative assets for ad campaigns, landing pages, and social media posts.
- Prototype and Previsualization: Use generated images and avatars to prototype scenes, storyboards, or product concepts before full production.
- Customer-Facing Digital Assistants: Build synthetic digital humans and voice experiences for customer service, kiosks, or guided product demos.
- Creating virtual characters and digital avatars for games and virtual worlds
- Generating voiceovers and synthetic voices for media and accessibility
- Producing AI-generated images for marketing and content creation
- Embedding avatar and voice capabilities into apps via APIs
- Rapid prototyping of multimodal experiences (voice+visual) for products
