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Orbit

A CI-Style Testing Tool for AI Correctness, Safety, and Cost

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  • Free plan available
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What is Orbit?

Orbit is a testing tool designed to help teams verify that AI models behave correctly, safely, and cost-effectively. It works like continuous integration for AI systems, running automated tests on your models to catch problems before they reach production. The tool focuses on three main areas: checking that outputs meet your requirements (correctness), identifying potentially harmful or unwanted behaviour (safety), and monitoring how much you're spending on API calls and compute (cost). Orbit suits teams building applications with large language models or other AI systems who want to maintain quality standards without manual testing at every deployment.

Key features

Test automation

Write and run tests against AI model outputs programmatically

Safety checks

Screen outputs for harmful content, policy violations, or unintended behaviour patterns

Cost monitoring

Track token usage and API spending across your AI applications

CI/CD integration

Embed testing into your deployment pipeline to catch issues early

Correctness validation

Verify that model outputs match expected formats and requirements

Pros & cons

Advantages

  • Addresses the specific challenge of testing AI systems, which produce variable outputs
  • Freemium model lets you start without upfront costs
  • Integrates with existing development workflows via CI/CD
  • Helps control runaway AI costs by exposing usage patterns

Limitations

  • Still a young tool, so community resources and integrations may be limited compared to established alternatives
  • Requires some technical setup to integrate with your development environment

Use cases

Testing chatbot outputs for brand-appropriate tone and factual accuracy before users see them

Monitoring cost increases when rolling out AI features to a larger user base

Validating that content moderation APIs reject harmful inputs consistently

Ensuring prompt changes don't degrade model behaviour

Running regression tests on AI-powered search or recommendation systems

Ready to try Orbit?

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Pricing

Free

Free

Basic testing and monitoring capabilities for smaller projects or teams getting started

Paid tiers

Contact for pricing

Higher test volumes, advanced safety checks, and priority support for larger teams

Get started with Orbit

Click through to Orbit and start using it now.

Try Orbit free
  • Free plan available
  • No credit card