Chef vs Helicone
Side-by-side comparison of AI visibility scores, market position, and capabilities
Progress Software (NASDAQ: PRGS) infrastructure automation platform for DevSecOps; acquired 2020 for $220M at $70M ARR — Chef Infra, InSpec, and Habitat competing with Ansible and HashiCorp for enterprise configuration management.
About
Chef is a Seattle-based infrastructure automation and configuration management platform — acquired by Progress Software (NASDAQ: PRGS) in October 2020 for $220 million cash, representing a 3x revenue multiple on $70 million ARR with 95% recurring subscription revenue — providing DevSecOps automation tools including Chef Infra (infrastructure configuration-as-code), Chef InSpec (compliance automation and security policy enforcement), Chef Habitat (application build, deploy, and runtime automation), and Chef Automate (enterprise dashboard for compliance and infrastructure visibility). Founded in 2008 by Adam Jacob and now operating as Chef by Progress within Progress Software's DevOps portfolio alongside Telerik, Kinvey, and OpenEdge.
SF YC W23 open-source LLM observability with single-line integration processing 2.1B+ requests for 800+ companies daily; monitoring OpenAI/Anthropic with cost tracking and prompt analytics competing with LangSmith for AI application observability.
About
Helicone is a San Francisco-based open-source LLM observability and monitoring platform — backed by Y Combinator (W23) — providing AI application developers and engineering teams with comprehensive visibility into their large language model deployments: request logging, latency monitoring, cost tracking, prompt analytics, caching, and access to 100+ AI models through a unified gateway — with single-line code integration for OpenAI, Anthropic, LangChain, and other major AI providers. Processing 2.1+ billion requests and supporting 800+ companies in production daily, Helicone enables developers to monitor AI application performance, debug prompt failures, track per-user costs, and optimize model selection across the fragmented LLM provider ecosystem. Founded in 2023 by Justin Torre, Scott Nguyen, and Cole Gottdank.
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