OpenCode Superapp vs siift: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of OpenCode Superapp and siift — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
OpenCode Superapp
MedHue Labs
OpenCode Superapp is a native, local-first Mac workspace that gives the OpenCode runtime browser, computer-use, voice, and extensible widgets.
Key features
- Any OpenCode Provider: Use every model and provider OpenCode supports with your own credentials and billing, from OpenAI and Anthropic to xAI and Ollama.
- Integrated Local Ollama: Install the app-managed Ollama engine and discover models already stored in your local library over a private loopback endpoint.
- Native Desktop Workflows: Projects, parallel sessions, Files, Git, worktrees, terminals, search, and configuration stay in one workspace instead of scattered tools.
- In-app Browser Automation: A Superpower that lets OpenCode inspect and operate the exact web experience in an embedded Browser under permission-gated actions.
- Guarded Native Computer Use: A Superpower that operates native macOS applications through guarded tools with consequential actions kept visible.
- Supe Realtime Voice + Local Dictation: Speak to Supe to create, message, monitor, and open OpenCode tasks, or compose prompts with private multilingual dictation.
- Extensible with Widgets, Skills, and MCP: Add commands, right-panel apps, Skills, MCP services, and local packages, or ask the agent to build, preview, and publish Home widgets with isolated storage.
Best for
- Private local coding: Route sessions to on-device Qwen or other Ollama models when working on sensitive code that cannot leave the Mac.
- Voice-driven task control: Use Supe Realtime Voice to open, monitor, and message OpenCode tasks hands-free while multitasking.
- Web-flow automation: Have OpenCode inspect and drive the in-app Browser to complete a real web task and hand the result back into the workspace.
- Native app manipulation: Grant Computer Use to a workflow that needs to move files, click through a macOS app, or coordinate two desktop tools.
- Remote control from mobile: Continue a real OpenCode session from a paired phone or browser via the encrypted relay while the Mac stays home.
- Custom project dashboards: Ask the agent to draft a Home widget for ship status or test counts, preview it live, and publish once it feels right.
- MCP-connected knowledge: Attach MCP services and local resource packages so the workspace pulls in project context instead of re-crawling every session.
siift
siift
An agentic AI operating system that helps founders map, validate and execute business strategy on one intelligent canvas.
Key features
- Intelligent Business Canvas: A visual workspace that maps ideas, assumptions, actions and results into decision-ready filters so the whole business can be seen at once.
- Living Memory System: A scalable agentic memory that learns as the business evolves and keeps context aligned across tools, data and teammates.
- AI-Scored Validation: Automated, continuous research that grades assumptions into evidence so founders know what is validated and what is still risky.
- Five-Stage Execution Loop: Guided progression through Ideate, Validate, Build, Go To Market and Scale, each with its own AI-driven workflow.
- Safe Stack Automations: Human-in-the-loop actions across 80+ popular applications so approved work executes without leaving the canvas.
- Shareable Workspaces: Collaborative views that let teammates, advisors and other stakeholders work from the same strategy context.
- Proactive Next-Step Guidance: Personalized, iterative advice that surfaces the highest-leverage action rather than a generic checklist.
- Credit-Based AI Usage: Monthly request credits scaled by plan and weighted by task complexity, with unlimited projects even on the free tier.
Best for
- Idea Validation: De-risking a new business concept by turning founder assumptions into automatically researched, scored evidence before building.
- Strategy Mapping: Turning a cloud of unstructured ideas into a visual mind-map that exposes blindspots across the business model.
- Go-To-Market Planning: Iterating on sales and marketing with an AI-native loop that tests which channels actually produce revenue.
- Product Prioritization: Helping product leaders decide what to build next based on verified market opportunities rather than intuition.
- Scaling Diagnostics: Systematizing an existing business to surface its current growth constraints and reverse-engineer fixes.
- Advisor Collaboration: Sharing a single live strategy workspace with co-founders, advisors and investors instead of static decks.