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Machina Sports vs Octuo

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 Octuo
DetailMachina Sports logo Machina Sports Octuo
What it doesPlatform to build and run sports AI agents powered by your data A personal assistant that coordinates your AI tools, agents and outside services
StageNot given Startup
Founded2023 2025
Based inUS Not given
Pricing modelFreemium Paid
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. Plans start at $20 USD per month with credit-based usage. New accounts receive 1,000 OC trial credits once per person with no card required. Additional credit packs available.
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
  • Hand work to coding agents like Claude Code and Codex
  • Interactive Canvas views for checklists, trackers and dashboards
  • Long-running tasks that continue across sessions
  • Visible memory graph you can browse and edit
  • Encrypted Secrets Vault for credentials and API keys
  • Choice of AI models from multiple providers
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
  • Coordinates multiple AI tools and agents in one interface
  • Keeps credentials encrypted and away from language models
  • Tasks continue running across sessions without closing conversations
  • Transparent memory and audit logs for all actions
  • Works on Mac with direct access to files, apps and browser
Community votes00
DR (Domain Rating by Ahrefs)28 no change since last check2 no change since last check
Trust Flow (Majestic)98
Citation Flow (Majestic)3124
Referring domains (Majestic)16229

6 details filled in for both companies.

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