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Comparison · Analytics
HyperDX vs Mode Analytics
A side-by-side editorial comparison of HyperDX and Mode Analytics — release velocity, themes, recent moves, and the top alternatives to consider.
HyperDX vs Mode Analytics: at a glance
| Feature | HyperDX | Mode Analytics |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 2.5 |
| Sparks · 30d | 1 | 0 |
| Top themes | observability, analytics, clickhouse, opentelemetry | business intelligence, spreadsheet ui, cross-source joins, sql editor |
| Last editorial update | 1h ago | 4mo ago |
| Website | Visit → | — |
What is HyperDX?
HyperDX 2.39.0 routes PromQL through ClickHouse's Prometheus HTTP API
HyperDX shipped a substantive 2.39.0 across four monorepo packages: the API layer gains PromQL support via ClickHouse 26.8's stable Prometheus HTTP API endpoint (replacing two unstable table functions), AES-256-GCM token encryption for stored third-party credentials, dashboard tile alert import for Terraform, and an onboarding checklist that tracks MCP server usage. The app layer adds alert creation directly from the chart explorer and a streaming metric name picker that shows first results in ~30ms instead of ~770ms.
What is Mode Analytics?
Mode is converging spreadsheets, SQL, Python, and cross-source joins into one analyst surface.
Mode is making its core report editor more flexible and analyst-friendly: a native Excel-style spreadsheet mode with 70+ formulas alongside SQL and Python, a Data Mashup capability for cross-warehouse joins without ETL, a substantially overhauled SQL editor, shareable filtered URLs, and granular per-viz downloads in white-label embeds. Admin-side governance has kept pace with admin-managed refresh schedules and automated data retention policies.
HyperDX vs Mode Analytics: editorial side-by-side
HyperDX
6.3ANALYTICS
HyperDX 2.39.0 routes PromQL through ClickHouse's Prometheus HTTP API
◆ Current state
HyperDX shipped a substantive 2.39.0 across four monorepo packages: the API layer gains PromQL support via ClickHouse 26.8's stable Prometheus HTTP API endpoint (replacing two unstable table functions), AES-256-GCM token encryption for stored third-party credentials, dashboard tile alert import for Terraform, and an onboarding checklist that tracks MCP server usage. The app layer adds alert creation directly from the chart explorer and a streaming metric name picker that shows first results in ~30ms instead of ~770ms.
◆ Where it's heading
HyperDX is deepening ClickHouse integration at every layer — the PromQL proxy signals alignment with ClickHouse's direction on TimeSeries, and spanmetrics compilation into the collector opens RED metrics derivation from Datadog-ingested traces. The token encryption feature and Terraform coverage expansion point toward security-conscious enterprise buyers. MCP server tracking in onboarding signals investment in AI-adjacent workflows.
◆ Prediction
PromQL support will likely expand to more chart types. The Terraform provider will add coverage for more resource types as IaC adoption grows. Token encryption will be a required setting for any enterprise sales motion.
Mode Analytics
2.5ANALYTICS
Mode is converging spreadsheets, SQL, Python, and cross-source joins into one analyst surface.
◆ Current state
Mode is making its core report editor more flexible and analyst-friendly: a native Excel-style spreadsheet mode with 70+ formulas alongside SQL and Python, a Data Mashup capability for cross-warehouse joins without ETL, a substantially overhauled SQL editor, shareable filtered URLs, and granular per-viz downloads in white-label embeds. Admin-side governance has kept pace with admin-managed refresh schedules and automated data retention policies.
◆ Where it's heading
Mode is doubling down on the 'one workspace for SQL, Python, and spreadsheets' positioning at a moment when most BI tools are picking a lane. The cross-source Data Mashup is the more strategic bet — it positions Mode as a thin governance/analysis layer sitting above multiple warehouses, useful in shops with fragmented data infrastructure. White-label embedding work hints at continued investment in the analytics-for-customers segment.
◆ Prediction
Expect AI/copilot features to layer onto the new SQL editor and spreadsheet surfaces (natural-language query, formula suggestion), and Data Mashup to graduate from invite-only to GA with notebook-output and CSV/Excel sources following. White-label embeds are a likely target for richer customer-facing interactivity given Mode's product-analytics-embed customer base.
Alternatives to HyperDX and Mode Analytics
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 Mode Analytics.
Kubecost
Kubecost 3.3.0 is in a protracted RC stabilization cycle with 14 release candidates
Graylog
Graylog 7.2.0 is cycling through alpha and beta builds without public changelogs
InfluxDB
InfluxDB 3 is deep in a wave of data-correctness patching across three release lines as operators migrate to its Pacha Tree storage engine.
Fulcrum
Fulcrum's Photo FastFill alpha matures across mobile while an MCP server arrives in Labs
Chord
Chord's AI assistant is evolving from a stateless query tool into a persistent knowledge layer for ecommerce analytics teams.
See all HyperDX alternatives → · See all Mode Analytics alternatives →
Recent activity from HyperDX and Mode Analytics
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 9d agoHyperDX@hyperdx/[email protected]
- 9d agoHyperDX@hyperdx/[email protected] ⚡
- 9d agoHyperDX@hyperdx/[email protected]
- 9d agoHyperDX@hyperdx/[email protected]
- 9d agoHyperDX@hyperdx/[email protected]
- 23d agoHyperDX@hyperdx/[email protected]
- 5mo agoMode AnalyticsNative spreadsheet mode lands in Mode reports ⚡
- 7mo agoMode AnalyticsWhite Label Embeds : Per-Visualization Data Downloads
- 7mo agoMode AnalyticsData Mashup enables cross-source SQL joins in one report ⚡
- 7mo agoMode AnalyticsNew and Improved SQL Editor
- 10mo agoMode AnalyticsIntroducing Shareable Report Views
- 11mo agoMode AnalyticsImport Notebook files directly
Frequently asked questions
What is the difference between HyperDX and Mode Analytics?
They serve adjacent needs but don't currently overlap on shipped themes. HyperDX is currently shipping more aggressively (velocity 6.3 vs 2.5), 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 Mode Analytics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. HyperDX is currently shipping more aggressively (velocity 6.3 vs 2.5), 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 Mode Analytics?
Top Mode Analytics alternatives in Analytics are ranked by recent ship velocity. Browse the "Mode Analytics alternatives" section above for the current picks, or visit /alternatives/mode for the full list with editorial commentary on each.