Humanloop VS Braintrust

Humanloop Pricing

Braintrust Pricing

Humanloop

• Collaborative Workspace: Interactive environment for team collaboration backed by evaluations
• Multi-LLM Support: Integration with various AI providers without vendor lock-in
• Evaluation Framework: Automatic and human-based evaluation systems with CI/CD integration
• Version Control: Tracking for prompts, datasets, and evaluators
• Observability Tools: Real-time monitoring, alerting, and tracing capabilities
• Security Compliance: SOC-2 Type 2, GDPR, and HIPAA compliance options

Braintrust

• LLM Evaluation: Evaluate prompts and models to build robust applications.
• Iterative Workflows: Adapt development lifecycles for AI with iterative processes.
• Prompt Management: Tweak, run, and track LLM prompt performance over time, syncing with code.
• Custom & Autoevals Scorers: Use standard autoevals or create custom scorers with code or natural language.
• Dataset Management: Capture, rate, version, and secure examples into datasets.
• Real-time Tracing: Visualize and analyze LLM execution traces for debugging and optimization.
• Production Monitoring: Monitor real-world AI interactions and gain insights.
• Online Evals: Continuously evaluate models with automatic server-side scoring on logs.
• Functions: Define custom functions in TypeScript/Python for scorers or tools.
• Self-hosting: Deploy Braintrust on own infrastructure for data control.

Humanloop Use Cases

• AI Product Development
• LLM Performance Evaluation
• Prompt Engineering and Management
• Production AI Monitoring
• Team Collaboration on AI Projects
• AI System Quality Assurance

Braintrust Use Cases

• Developing robust LLM applications.
• Evaluating and comparing different LLM prompts and models.
• Debugging and optimizing AI application performance.
• Monitoring AI applications in production environments.
• Ensuring AI model quality and identifying regressions.
• Managing datasets for AI model training and evaluation.
• Collaborative AI development across technical and non-technical teams.

Humanloop FAQs

• What counts as a log?

  A log is created for each call to a Prompt, Tool, Evaluator or Flow on Humanloop, including application calls to AI models, external logs, feedback, and evaluator judgments.
• What deployment options does Humanloop offer?

  Humanloop offers multiple deployment options including default cloud offering on AWS US-east, region-specific deployments (EU, UK, US), dedicated instances with HIPAA compliance, and self-hosted options within your AWS VPC.
• Is my data secure?

  Yes, data is encrypted, private to your account, and never shared with third parties. The platform undergoes regular penetration testing and offers dedicated cloud deployment options for enterprise plans.

Braintrust FAQs

• Which Braintrust plan is right for me?

  The best plan depends on your usage needs. The Free plan is suitable for individuals starting out, the Pro plan offers more capacity and features for teams, and the Enterprise plan provides custom solutions for large-scale or privacy-sensitive deployments.