OpenMetadata
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
Comparison · Analytics
HyperDX vs Grafana Loki
A side-by-side editorial comparison of HyperDX and Grafana Loki — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:observability
HyperDX vs Grafana Loki: at a glance
What is HyperDX?
HyperDX's CLI connects AI coding agents to your logs with one command.
HyperDX 2.44, published under the ClickStack name, adds `hdx mcp install`, which checks an API key with hidden input and registers the ClickStack MCP server in Claude Code, Codex, Cursor and VS Code. The release also adds team-owned API keys that survive their creator leaving, conditional ad hoc dashboard filters, a working Denoise option, and collector seeds with session ID columns and ZSTD(3) compression. The app's own telemetry moved to the ClickStack SDKs and stable OpenTelemetry semantic conventions.
What is Grafana Loki?
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
Loki 4.0 is moving through release candidates. RC1's notes list the breaking changes: the V2 query engine unplugged, Simple Scalable Deployment targets and old /api/prom endpoints removed, protobuf as the default frontend encoding, and several deprecated settings and metrics dropped. RC2 removed every index backend but TSDB, and RC3 adds one more break, limiting S3 storage classes to STANDARD and STANDARD_IA, plus a compactor delete fix.
HyperDX vs Grafana Loki: editorial side-by-side
HyperDX
5.0ANALYTICS
HyperDX's CLI connects AI coding agents to your logs with one command.
◆ Current state
HyperDX 2.44, published under the ClickStack name, adds `hdx mcp install`, which checks an API key with hidden input and registers the ClickStack MCP server in Claude Code, Codex, Cursor and VS Code. The release also adds team-owned API keys that survive their creator leaving, conditional ad hoc dashboard filters, a working Denoise option, and collector seeds with session ID columns and ZSTD(3) compression. The app's own telemetry moved to the ClickStack SDKs and stable OpenTelemetry semantic conventions.
◆ Where it's heading
HyperDX is folding into the ClickStack brand and making AI agents a first-class consumer of its data, with key setup moving from copied snippets to a CLI flow. Session replay and OpenTelemetry alignment, started in 2.43, continue at the schema level.
◆ Prediction
Expect the remaining HyperDX package and repository names to switch to ClickStack, following the moved GitHub links, image name and SDKs in this release.
Grafana Loki
6.3ANALYTICS
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
◆ Current state
Loki 4.0 is moving through release candidates. RC1's notes list the breaking changes: the V2 query engine unplugged, Simple Scalable Deployment targets and old /api/prom endpoints removed, protobuf as the default frontend encoding, and several deprecated settings and metrics dropped. RC2 removed every index backend but TSDB, and RC3 adds one more break, limiting S3 storage classes to STANDARD and STANDARD_IA, plus a compactor delete fix.
◆ Where it's heading
Each candidate trims a bit more legacy surface, so 4.0 is a cleanup major that pushes installs onto TSDB and the microservices or single-binary layouts. The Operator had prepared this path since 0.11 and 0.12.
◆ Prediction
Expect a few more RCs with small breaking changes, then 4.0.0 GA and an Operator release that drops the removed schemas.
Alternatives to HyperDX and Grafana Loki
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either HyperDX or Grafana Loki.
Dovetail
Dovetail lets admins choose which connectors members can plug into the workspace.
Dagster
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
OpenHouse
OpenHouse adds time-zone-aware retention and per-database table caps.
Countly
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Kubecost
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
See all HyperDX alternatives → · See all Grafana Loki alternatives →
Recent activity from HyperDX and Grafana Loki
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoHyperDX@hyperdx/cli v0.9.0
- 2d agoHyperDXCollector 2.44: session ID columns, ZSTD(3), cached CORS preflights
- 2d agoHyperDXApp 2.44: conditional dashboard filters, ClickStack self-telemetry
- 2d agoHyperDXcommon-utils 0.34: team-owned API keys and a working Denoise
- 2d agoHyperDX@hyperdx/cli 0.9.0 package release
- 2d agoHyperDXAPI 2.44: self-telemetry moves to ClickStack SDKs
- 3d agoGrafana LokiLoki Helm chart 7.6.0 released
- 6d agoGrafana LokiLoki 4.0 RC3 limits S3 storage classes to Standard and IA
- 8d agoGrafana LokiLoki 4.0 RC1 lists the breaking changes for the major
- 9d agoGrafana LokiLoki 4.0 RC drops legacy storage backends and SSD mode ⚡
- 22d agoGrafana LokiLoki Helm chart 7.5.0 released
- 1mo agoGrafana LokiLoki Operator 0.12 requires schemas, adds OpenShift 5.0 TLS
Frequently asked questions
What is the difference between HyperDX and Grafana Loki?
Both compete on the same themes — observability — within Analytics. Grafana Loki is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is HyperDX better than Grafana Loki?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Grafana Loki is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to HyperDX?
Top HyperDX alternatives in Analytics are ranked by recent ship velocity. Browse the "HyperDX alternatives" section above for the current picks, or visit /alternatives/hyperdx for the full list with editorial commentary on each.
What are the best alternatives to Grafana Loki?
Top Grafana Loki alternatives in Analytics are ranked by recent ship velocity. Browse the "Grafana Loki alternatives" section above for the current picks, or visit /alternatives/loki for the full list with editorial commentary on each.