15 alternatives ranked by AI visibility score. Category: AI-Native Cloud Observability.
Raised $110M Series B at $1B valuation (Mar 2026) led by Balderton Capital. 600+ enterprise customers including Zalando and Taco Bell. OpenTelemetry-native with zero vendor lock-in.
Armilla AI is a third-party AI quality assurance and warranty company that evaluates AI models for organizations deploying AI in regulated or high-stakes contexts — assessing model
Hoppscotch is an open-source API development and testing platform — providing a web-based, lightweight alternative to Postman and Insomnia for building, testing, and documenting RE