Hyperdx alternatives
The highest-scoring alternative to Hyperdx is Grafana Cloud at 77/100 on the AgentReady, against 43/100 for Hyperdx.
All scored in Logging.
What Grafana Cloud does that Hyperdx does not
Grafana Cloud passes clear product positioning, llms.txt published, llms-full.txt / full agent docs, mcp discoverable, machine-readable metadata, structured api reference, openapi / spec quality, request examples provided, response examples provided, errors and status codes documented, programmatic credential creation, cli available, mcp integration available, structured, predictable output, machine-readable errors, observable execution, and Hyperdx fails them. That is the whole of the gap between the two scores, so if none of those matter to your agent the ranking above overstates the difference.
Why people look for an alternative
Hyperdx fails clear product positioning, llms.txt published, llms-full.txt / full agent docs, mcp discoverable, machine-readable metadata, structured api reference, openapi / spec quality, authentication documented, request examples provided, response examples provided, errors and status codes documented, limits / constraints documented, programmatic credential creation, cli available, mcp integration available, structured, predictable output, machine-readable errors, retry behavior documented, idempotency support, rate-limit behavior predictable, observable execution, agent compatibility verified. Each one is a place an unattended run stops, which is usually what sends someone looking in the first place.
What this category actually supports
Across the 8 products scored in Logging, ship and search logs is offered by 88%.
An agent can get this list directly: resolve("alternative to Hyperdx") over the MCP server, or GET /v1/categories/logging.