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Machina Sports vs Linda

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Machina Sports compared with Linda
DetailMachina Sports logo Machina SportsLinda logo Linda
What it doesPlatform to build and run sports AI agents powered by your data A private AI coworker for the Mac that runs local AI models and keeps all your data on your device.
StageNot given Not given
Founded2023 Not given
Based inUS Not given
Pricing modelFreemium Free
PricingFree trial: 7 days, 100K tokens, no card required. Builder: $200 per month including 2M tokens, 1 project, 3 seats. Enterprise: custom pricing scoped with the team for customer-facing production. Free with local AI models on your Mac. Optional: pay only for what you use when adding your own API key from providers like OpenRouter, OpenAI, Anthropic, Google, Groq, Mistral, or DeepSeek.
Key features
  • Factory: Turn brief into sports app or agent preview
  • Studio: Manage projects, agents, workflows, activity, and usage
  • Arena: Evaluate agents, workflows, and model configurations
  • AI Router: Route model requests through configured providers and profiles
  • Workflow governance with approval modes
  • Connect multiple data sources including live sports feeds and CRM data
  • SDK and published APIs for integration
  • Output record and audit trail
  • Sports-native agent with entity model
  • No betting advice or wagering guidance
  • Works in its own browser without accessing your personal browser or accounts
  • Voice input with on-device speech recognition
  • Projects to organize related tasks and share files between them
  • Specialists: pre-configured versions for specific types of work like research or bookkeeping
  • Routines that run automatically on a schedule (daily, weekly, or monthly)
  • Integrations with Outlook, Teams, Numbers, Pages, Notes, Calendar, Reminders, Notion, Todoist, Linear, GitHub, and Stripe
  • Local memory storage with Qdrant that is editable and visible
  • Choice of local AI models (Qwen, Granite, gpt-oss) or Ollama, LM Studio, or online providers with your API key
  • Chrome extension for optional access to your Chrome browser on approved sites
What makes it different
  • Platform purpose-built for sports workflows, not generic agent framework
  • Built-in approval and governance for compliance and brand rules
  • Structured evaluation and comparison before deployment
  • Live sports data grounding with current match state
  • Measurable output with telemetry and audit trail
  • Runs entirely locally on your Mac with no cloud storage or account required, keeping all data private by default
  • Costs significantly less than cloud alternatives at $120-$300 per month
  • Voice processing happens on device with audio never sent or stored
  • Fully customizable with specialists you create for your own workflows
Community votes00
DR (Domain Rating by Ahrefs)28 no change since last check4 no change since last check
Trust Flow (Majestic)91
Citation Flow (Majestic)3124
Referring domains (Majestic)16213

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