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LLM Ops is a free cost tracking platform that gives you complete visibility into your AI API spending across OpenAI, Claude, and Gemini. See exactly where every dollar goes—by team, by agent, by model—and catch cost spikes before they hit your invoice.

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The Problem We Solve

Your AI bill went from 2,000to2,000 to 8,000 in one month. Your CFO asks: “Why?” Without LLM Ops, you can’t answer basic questions:
  • Which team is burning the most budget?
  • Which AI agents or features are most expensive?
  • Which models should we optimize or switch?
  • When did costs spike, and what caused it?
Most companies only discover these problems when the invoice arrives—too late to fix.

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How LLM Ops Works

LLM Ops sits between your application and AI providers (OpenAI, Claude, Gemini), tracking every API call in real-time while your requests flow through unchanged. Your API keys never touch our servers. They pass through securely via HTTPS and are immediately discarded. We only log metadata: token counts, model names, timestamps, and calculated costs. Your prompts and responses remain completely private.

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Simple Integration

Add 2 lines of code to start tracking: 
import openai

# Add these 2 lines
client = openai.OpenAI(
    base_url="https://api.llm-ops.cloudidr.com/v1",
    default_headers={"X-LLM-Ops-Token": "your_token_here"}
)

# Your existing code works unchanged
response = client.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Hello!"}]
)
That’s it. No code refactoring. No migration. Just visibility.

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Key Benefits

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Complete Cost Visibility

Track spending across all major AI providers in one dashboard:
  • OpenAI (GPT-4, GPT-4o, GPT-4o Mini)
  • Anthropic (Claude Opus, Sonnet, Haiku)
  • Google (Gemini Pro, Flash, Ultra)

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Granular Cost Breakdown

See costs organized by:
  • Team/Department - Marketing vs Engineering vs Product
  • Agent/Feature - Customer support bot, code assistant, content generator
  • Model - Which models are eating your budget
  • Time - Hourly, daily, weekly trends

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Real-Time Alerts

Get notified instantly when:
  • Daily spending exceeds your threshold
  • A specific agent costs spike unexpectedly
  • Usage patterns change dramatically
  • Budget limits are approaching

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Optimization Recommendations

AI-powered insights show you:
  • Which requests could use cheaper models
  • Where you’re over-provisioning capacity
  • Opportunities to batch requests
  • Potential savings with model switching

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Multi-Provider Comparison

Compare costs across providers for the same task:
  • GPT-4 vs Claude Opus vs Gemini Ultra
  • See which model gives best price/performance
  • Identify switching opportunities

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Why Teams Choose LLM Ops

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60-Second Setup

No complex installation. No infrastructure changes. Add 2 lines of code and you’re tracking costs.

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Zero Performance Impact

Under 10ms latency overhead. Your API calls go directly to OpenAI/Claude/Gemini via HTTPS with minimal logging delay.

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Free Forever

Core features—cost tracking, alerts, multi-provider support—are completely free. No credit card required.

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Privacy First

  • We never store your API keys
  • We never see your prompts or responses
  • Only metadata is logged (tokens, timestamps, costs)
  • Full data encryption in transit and at rest

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No Vendor Lock-In

Stop using LLM Ops anytime by removing 2 lines of code. Your application continues working exactly as before, pointing directly at your AI provider.

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Who Uses LLM Ops

AI Startups
Track costs as you scale from 500/monthto500/month to 50,000/month without losing visibility. Engineering Teams
Show leadership exactly where AI budget goes and justify optimization investments. FinOps Professionals
Apply cloud cost management principles to AI infrastructure spending. Product Teams
Understand which features drive costs and make data-driven architecture decisions.

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Getting Started

  1. Sign up at llmfinops.ai (30 seconds)
  2. Get your tracking token (automatically generated)
  3. Add 2 lines of code to your application
  4. Start seeing costs in real-time dashboard
No credit card. No installation. No complicated setup.

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Pricing

Free Tier (Current)
  • Unlimited API calls tracked
  • All providers (OpenAI, Claude, Gemini)
  • Real-time dashboard
  • Cost alerts
  • Team/agent/model breakdown
  • Export data
Future Premium Tiers
We’re currently building additional features for larger teams. Core cost tracking will always remain free.

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Support

Need Help?

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Built by ex-AWS Infrastructure Team

LLM Ops is built by the team at CloudIDR, led by former AWS EC2 Product Managers who spent years optimizing billions in cloud infrastructure costs. We’re applying the same FinOps principles to AI infrastructure. Try LLM Ops: llmfinops.ai