whereismyai
Navital Gym
Navital Gym is an evaluation framework that provides deterministic, auto-graded environments for AI agents on Indian-reality tasks.
Navital Gym provides sandboxed environments and automated evaluation for AI agents performing tasks set in India. It includes six sets of tasks covering trip planning, UPI payments, GST invoicing, form filling, multi-document cross-checking, and customer support in Hindi, Hinglish, and other Indian languages. Each task is graded using deterministic rules computed from the sandbox world rather than an AI judge. The suite runs on plain Python 3.10+ and supports models that speak the OpenAI chat API with tool calling, such as Ollama, vLLM, LM Studio, and hosted providers. It also includes optional adapters for Inspect AI, verifiers, and OpenEnv.
Navital Gym at a glance
Key features
- Run deterministic sandboxed tasks
- Grade agent outputs using written rules
- Test agent performance on Indian reality tasks
- Evaluate trip planning under real constraints
- Compute GST invoices and returns
- Fill and check forms and identity documents
- Handle customer support in Hindi and Hinglish
- Integrate via optional adapters for Inspect AI and OpenEnv
Use it for
- Evaluate AI agent reliability on GST invoicing tasks
- Test agent trip planning under railway quotas and waitlists
- Assess customer support handling in Hindi and Hinglish
- Check multi-document consistency and cross-reference forms
- Run payment attempts and disputes for UPI desks
Alternatives to Navital Gym
- Beeuni — Agents retain context and improve skills over time through a controlled review process.
- Klavis — Provides live environments for training agents with verifiable reward data.
- PySpur — A development environment for debugging and deploying reliable AI agents.
- Kiln AI — Provides stateful, resettable, and parallel environments for agent evals.
- OpenCompass — It offers an objective, comprehensive, and credible open-source AI evaluation system.
- SoL Pi — Saves $8.75 to $13.50 per hour compared to native Codex and Claude Code systems.
- Seahaven — Provides isolated, reproducible, and stateful synthetic environments for agents.
- Karotte — It runs tasks in isolated virtual machines for safety and consistency.
- Leaked System Prompt AI — Explores how major AI systems are instructed and configured.
- Vanna AI — It scales from prototype to multi-tenant production without rewrites.
All Navital Gym alternatives