OpenLIT
vs
AgentOps
OpenLIT
OpenLIT is a comprehensive open-source platform designed to simplify and enhance AI development workflows, with a particular focus on Generative AI and Large Language Models (LLMs). The platform provides essential tools for developers to experiment with LLMs, manage prompts, and handle API keys securely while maintaining complete transparency in its operations.
At its core, OpenLIT offers robust features including application tracing, cost tracking, exception monitoring, and a playground for comparing different LLMs. The platform integrates seamlessly with OpenTelemetry and provides granular insights into performance metrics, making it an invaluable tool for organizations looking to optimize their AI operations while maintaining security and efficiency.
AgentOps
AgentOps is a cutting-edge developer platform designed to streamline the development and deployment of AI agents. The platform offers robust capabilities for testing, debugging, and managing AI agents across multiple frameworks, supporting over 400 different Large Language Models (LLMs).
Through its comprehensive SDK and visual interface, AgentOps provides essential features like time travel debugging, event tracking, and cost monitoring. The platform enables developers to maintain detailed data trails, monitor token usage, and implement fine-tuning capabilities while offering protection against prompt injection attacks.
OpenLIT
Pricing
AgentOps
Pricing
OpenLIT
Features
- Application Tracing: End-to-end request tracking across different providers
- Exception Monitoring: Automatic tracking and detailed stacktraces
- LLM Playground: Side-by-side comparison of different LLMs
- Prompt Management: Centralized repository with versioning support
- Vault Hub: Secure secrets and API key management
- Cost Tracking: Monitor and analyze usage expenses
- Real-Time Data Streaming: Low-latency performance monitoring
- OpenTelemetry Integration: Native support for observability
AgentOps
Features
- Visual Event Tracking: Monitor LLM calls, tools, and multi-agent interactions
- Time Travel Debugging: Rewind and replay agent runs with precision
- Token Management: Track and monitor token usage across agents
- Cost Tracking: Manage and visualize agent spending
- Fine-tuning Capabilities: Optimize LLMs up to 25x cheaper on saved completions
- Security Features: Protection against prompt injection attacks
- Multi-framework Support: Native integrations with top agent frameworks
- Comprehensive Logging: Full data trail maintenance for debugging and auditing
OpenLIT
Use cases
- Comparing performance of different LLMs
- Managing and versioning AI prompts
- Monitoring AI application performance
- Securing API keys and sensitive data
- Tracking AI implementation costs
- Debugging AI applications
- Optimizing LLM performance
AgentOps
Use cases
- AI Agent Development and Testing
- Production Deployment of AI Systems
- LLM Cost Optimization
- Enterprise AI Security Management
- Multi-agent System Development
- AI Performance Monitoring
- Token Usage Optimization
OpenLIT
FAQs
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How does OpenLIT handle security for sensitive data?
OpenLIT provides a Vault Hub feature that offers secure storage and management of sensitive application secrets, with secure access methods and environment variable integration.What kind of monitoring capabilities does OpenLIT offer?
OpenLIT offers comprehensive monitoring including application tracing, exception monitoring, cost tracking, and performance metrics with OpenTelemetry integration.How does the prompt management system work?
The prompt management system provides a centralized repository where users can create, edit, and version prompts, supporting major, minor, and patch updates, with dynamic variable substitution using {{variableName}} convention.
AgentOps
FAQs
-
How many LLMs does AgentOps support?
AgentOps supports over 400 different Large Language Models (LLMs).What are the pricing tiers available?
AgentOps offers three tiers: Basic (free up to 1,000 events), Pro (starting at $40/month for up to 10,000 events), and Enterprise (custom pricing).What security features are available in the Enterprise plan?
Enterprise plan includes SOC-2, HIPAA, NIST AI RMF compliance, custom SSO, on-premise deployment, and self-hosting options on AWS, GCP, and Azure.
OpenLIT
Uptime Monitor
Average Uptime
100%
Average Response Time
307.75 ms
Last 30 Days
AgentOps
Uptime Monitor
Average Uptime
100%
Average Response Time
192.5 ms
Last 30 Days
OpenLIT
AgentOps
