llm.report · 0 reviews

llm.report

Real-time analytics dashboard to monitor, analyze, and optimize OpenAI API spending

MLOps Platforms

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About llm.report

llm.report is a free analytics platform that provides comprehensive visibility into OpenAI API usage and costs. The tool enables developers, startups, and enterprises to track token consumption, API calls, model performance, and spending patterns in real-time through an intuitive dashboard. Users can identify usage trends, pinpoint cost drivers, and optimize their AI implementation strategies with data-driven insights. llm.report eliminates blind spots in API spending by offering granular analytics on model usage, response times, and cost-per-feature analysis. When integrated with AiDOOS, the platform enhances governance by enabling centralized monitoring of LLM expenditures across distributed teams, supports cost optimization initiatives through detailed benchmarking, and facilitates intelligent resource allocation decisions. The freemium model makes advanced analytics accessible to organizations of any size, from early-stage AI experiments to large-scale production deployments.

Challenges It Solves

Lack of visibility into OpenAI API costs and usage patterns leading to budget overruns
Difficulty identifying inefficient API calls and expensive model configurations
No clear breakdown of spending by project, team, or feature making cost allocation complex
Inability to forecast API costs and plan budgets accurately for LLM implementations

Reduction in API spending through usage optimization

Faster identification of cost anomalies and overspending

Improved budget forecasting accuracy for AI projects

Use Cases

Cost Optimization for SaaS Platforms

SaaS companies can identify which features consume the most API tokens and adjust pricing or model selection to improve margins.

42% Average 30-40% reduction in LLM infrastructure costs

Budget Planning for Enterprises

Large organizations can forecast quarterly and annual API spending with accuracy, enabling better financial planning.

58% Improved budget forecasting accuracy by 50%+ YoY

Development Team Resource Allocation

Engineering teams can understand which projects and features drive the highest API costs and make informed decisions about optimization.

71% Reduced API costs per feature through model optimization

Compliance & Cost Auditing

Finance and compliance teams can audit API spending, allocate costs to departments, and ensure proper usage governance.

85% Complete audit trail and cost attribution visibility

Pricing

Pricing available on request

llm.report pricing is customized based on your team size, integrations, and requirements. AiDOOS will get you a scoped proposal — for free.

Schedule a Meeting

Key Features

Real-Time Usage Analytics

Monitor API consumption instantly

Complete visibility into token usage and API calls in real-time

Cost Breakdown & Attribution

Understand spending by model and feature

Granular cost analysis by model, endpoint, and time period

Performance Metrics Dashboard

Track response times and efficiency

Identify slow queries and optimize model selection

Usage Trends & Forecasting

Predict future spending patterns

Accurate budget forecasts based on historical usage data

Alert & Anomaly Detection

Get notified of unusual spending spikes

Proactive alerts prevent unexpected cost overruns

Multi-API Key Support

Track multiple OpenAI accounts

Consolidated reporting across organization-wide API keys

Reviews

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Enterprise Readiness

Secure API Key Handling

Read-Only Access Model

Encrypted Data Transmission

Privacy Compliance

Access Controls

Integrations

7 total apps

Direct integration with OpenAI API to pull usage and cost data automatically

Send usage alerts and cost summaries directly to Slack channels

Export metrics to Datadog for advanced monitoring and correlation

Trigger incidents based on cost anomalies and usage thresholds

Export usage reports and analytics to Google Sheets for further analysis

Connect to 1000+ apps via Zapier for custom workflows and notifications

Integrate with AWS CloudWatch for unified cloud infrastructure monitoring

AiDOOS Managed Deployment

Deploy llm.report in

AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.

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Deployments

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Adoption rate

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Post-deploy sat.

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Time to value

Prerequisites

Configuration Options

Virtual Delivery Center · A new delivery category

A Virtual Delivery Center for llm.report

Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.

Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
Refundable on unused Delivery Units, anytime — no questions asked
Re-delivery guarantee on acceptance miss
Pre-flight delivery sizing — you see the plan before you commit

Get a delivery plan for llm.report What’s a Virtual Delivery Center?

How a Virtual Delivery Center delivers llm.report

Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →

Outcome-Based

Pay for results, not hours

Milestone-Driven

Clear deliverables at each phase

Expert Network

Access to certified specialists

Implementation Timeline

Discover

Requirements & assessment

Integrate

Setup & data migration

Validate

Testing & security audit

Rollout

Deployment & training

Optimize

Performance tuning

Schedule a Meeting

Frequently Asked Questions

Is llm.report free to use?

Yes, llm.report is completely free. The freemium model provides full access to analytics dashboards without hidden costs. Enterprise features and dedicated support may be available at higher tiers.

How does llm.report access my OpenAI data?

You provide an OpenAI API key to llm.report, which uses it to retrieve usage and billing data from OpenAI. The key is encrypted and used only for read-only access to your account.

Does llm.report work with other LLM providers besides OpenAI?

Currently, llm.report focuses on OpenAI API analytics. AiDOOS integrations can extend support for multi-provider LLM cost tracking through custom connectors.

Can I set up cost alerts and notifications?

Yes. llm.report includes anomaly detection and customizable alerts that can be sent via Slack, email, or other integrated channels to notify you of unusual spending patterns.

How does AiDOOS enhance llm.report deployment?

AiDOOS enables centralized governance of llm.report across distributed teams, supports multi-tenant cost tracking, facilitates cost optimization workflows, and provides advanced reporting for cost allocation across projects.

What metrics does llm.report track?

llm.report tracks tokens consumed, API calls, cost per request, response times, model usage distribution, cost trends, and provides custom time-period comparisons for detailed analysis.