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Gaugetuple

Continuous LLM Evaluation & Monitoring

Replace tedious manual testing and subjective judgments. Gaugetuple automates continuous evaluation, alerting teams proactively about LLM regressions before deployment.

Why Gaugetuple

One size doesn’t fit all. Evaluating a chatbot, a multi-agent planner, or a document generator requires different evaluation logic, scoring criteria, and workflows. Gaugetuple embraces this reality with built-in customizability-so your evals can match your application.

  • Automatic Evaluation Engine - Runs evaluations continuously, instantly identifying performance regressions.
     

  • Custom Rubric Flexibility - Easily define and adapt scoring criteria specific to your business context.
     

  • Proactive Alerting - Catch model drift or performance drops before they impact your users.
     

  • Clear Visibility - Dashboards visualize performance, highlighting strengths and areas needing attention.
     

  • Model Agnostic Integration - Evaluates OpenAI, Anthropic, Gemini, and any REST or gRPC-based LLM.
     

  • Plug Into Existing Tools - Seamlessly connect to other eval frameworks, like OpenAI's eval API.

How It Works

Gaugetuple adapts to your application’s unique needs-whether you're building chatbots, document generators, or complex multi-agent systems. Each step in the workflow can be customized to match your evaluation logic and domain-specific criteria.

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Define Metrics

Set your KPIs or use built-in metrics (BLEU, ROUGE).

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Integrate Models

Connect Gaugetuple seamlessly with your LLM via provided adapters.

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Run Evaluations

Schedule regular or triggered evaluations.

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Act on Insights

Receive alerts, visual reports, and drill-down analysis to maintain high model quality.

System Integrations

  • Evaluation Metrics: Custom Rubrics, Accuracy, Latency, completeness, etc
     

  • LLM/AI Stack: OpenAI, Anthropic, Gemini, LLaMA 
     

  • Infra/DevOps:  Docker, Helm, Terraform, Prometheus, Grafana, OpenTelemetry
     

  • Security & Access: SSO, RBAC, Audit Logging, On-prem deployment

Deployment

Gaugetuple fits seamlessly into enterprise operations:

  • Delivered as Docker Compose, Kubernetes-ready bundles

  • Observability built-in with Prometheus and OpenTelemetry

  • Helm and Terraform scripts available for easy setup

  • Extensible via adapters and REST APIs

  • Deployable on AWS, Azure, GCP, or On-Prem

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