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Machina Sports vs AgentLed

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 AgentLed
DetailMachina Sports logo Machina SportsAgentLed logo AgentLed
What it doesPlatform to build and run sports AI agents powered by your data Book meetings for you with the right customers, investors, design partners, and founders
StageNot given Not given
Founded2023 Not given
Based inUS Not given
Pricing modelFreemium Freemium
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 300 credits. Teams plan at €117.90/month with 10,000 shared credits per month, unlimited members and 5 workspaces. One-time credit top-ups available at €15 for 1,000 credits, €70 for 5,000 credits, or €130 for 10,000 credits. Custom plans available for agencies.
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
  • AI agent researches prospects and drafts personalized outreach
  • Human-in-the-loop approval system requiring review before any message sends
  • Integrates with existing tools: Clay, HubSpot, Calendly, Gmail, Slack, and 100+ other services
  • Persistent Knowledge Graph memory that learns from corrections and outcomes
  • Multi-model AI with Claude, GPT, Gemini, and Mistral support
  • MCP Server integration for Claude Code and Codex
  • ROI reporting tracking hours saved, cost avoided, and pipeline influenced
  • White-label option for agencies to deliver AgentLed under their own brand
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
  • Only sends messages and takes CRM actions that you have explicitly approved
  • Runs inside your existing tools instead of requiring you to switch platforms
  • Learns from call outcomes to automatically refine targeting and messaging for the next campaign
  • No per-seat fees; unlimited team members sharing one credit budget
  • Replaces manual work that a Clay agency would bill €5,500+ per month for
Community votes00
DR (Domain Rating by Ahrefs)28 no change since last check19 no change since last check
Trust Flow (Majestic)94
Citation Flow (Majestic)3122
Referring domains (Majestic)16240

5 details filled in for both companies.

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