ANALYTICS
Holistics shows field descriptions to dashboard viewers, after lineage and Ossie conversion.
Alternatives · analytics tools
Highlight alternatives
The best Highlight alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Oct 26, 2026
Looking for the best alternatives to Highlight? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Highlight shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Highlight
Highlight grew from session replay into SQL-driven observability, then went quiet in August 2025.
Highlight is an open-source observability stack covering session replay, errors, logs, traces and metrics. Its last tagged self-hosted release, docker-v0.5.6, shipped in August 2025 with session-replay performance fixes and session restarts. Nothing has been tagged since.
Velocity 0.0 · Last update 57m ago
Top 12 alternatives to Highlight
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Lightdash opens AI-built chart types to every cloud user, through the app or MCP.
ANALYTICS
Omni now accepts dashboards built in Claude, pairing it with more API and MCP endpoints.
ANALYTICS
Basedash adds view-only seats so whole departments can read dashboards without editing.
ANALYTICS
dbt's 1.x releases now point users at v2 straight from the command line.
ANALYTICS
HyperDX now tags every ClickHouse query it runs, so teams can see which dashboard drives the load.
ANALYTICS
Hex exposes agent usage and credit data as its AI agent becomes a metered product.
ANALYTICS
OpenPanel reaches 3.9.0 within six days of 3.0.0, still with no release notes.
ANALYTICS
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
ANALYTICS
Swetrix adds opt-in outbound link tracking, filling another gap in its tracker.
ANALYTICS
Keboola sets February 4, 2027 to stop sending Storage API tokens by email.
ANALYTICS
TimescaleDB 2.31 speeds columnstore UPDATE/DELETE and previews a new integer compressor.
Highlight vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Highlight (baseline) | 0.0 | 0 | observabilitysession replayopentelemetry | docker-v0.5.1: SQL editor for graphs and OTel metrics export |
| Holistics | 7.5 | 0 | business-intelligencesemantic-layerinteroperability | — |
| Lightdash | 6.3 | 1 | business intelligencesemantic layerai agents | 🎓 Teach your AI agents reusable skills |
| Omni | 6.3 | 0 | ai-native-bianalyticsmcp-integration | dbt on Trino, embedded routines and MCP app-management tools |
| Basedash | 6.3 | 0 | ai-analystconversational-bipermissions | — |
| dbt Core | 6.3 | 0 | fusion-migrationv2-transitionsemantic-layer | dbt v2.0.0 |
| HyperDX | 6.3 | 0 | observabilitypromqlclickhouse | — |
| Hex | 5.0 | 0 | data analyticsai agentsemantic layer | Publish eval suites, skip approvals, and build Hex projects from your chat agent |
| OpenPanel | 5.0 | 0 | product-analyticsself-hostingcli | — |
| ChartMogul | 5.0 | 0 | saas-analyticsmrrdata-quality | — |
| Swetrix | 5.0 | 0 | analyticsweb-analyticsprivacy | — |
| Keboola | 5.0 | 0 | data-platformai-agentssecurity | — |
| TimescaleDB | 5.0 | 0 | time-seriescolumnstorecompression | — |
The 12 best Highlight alternatives, in depth
1. Holistics · velocity 7.5
Holistics shows field descriptions to dashboard viewers, after lineage and Ossie conversion.
Its velocity score of 7.5/10 reflects longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, Holistics focuses on business intelligence, semantic layer and interoperability.
Holistics and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Holistics trajectory → · Compare Highlight vs Holistics →
2. Lightdash · velocity 6.3
Lightdash opens AI-built chart types to every cloud user, through the app or MCP.
Over the last 30 days Lightdash shipped 1 meaningful update vs Highlight's 0, most recently “🎓 Teach your AI agents reusable skills”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, Lightdash focuses on business intelligence, semantic layer and ai agents.
Over the last 30 days Lightdash has been shipping faster than Highlight — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Highlight vs Lightdash →
3. Omni · velocity 6.3
Omni now accepts dashboards built in Claude, pairing it with more API and MCP endpoints.
Its velocity score of 6.3/10 reflects longer-term release cadence; its most recent meaningful update was “dbt on Trino, embedded routines and MCP app-management tools”.
Where Highlight leans on observability, session replay and opentelemetry, Omni focuses on ai native bi, analytics and mcp integration.
Omni and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. Basedash · velocity 6.3
Basedash adds view-only seats so whole departments can read dashboards without editing.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, Basedash focuses on ai analyst, conversational bi and permissions.
Basedash and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Basedash trajectory → · Compare Highlight vs Basedash →
5. dbt Core · velocity 6.3
Dbt's 1.x releases now point users at v2 straight from the command line.
Its velocity score of 6.3/10 reflects longer-term release cadence; its most recent meaningful update was “dbt v2.0.0”.
Where Highlight leans on observability, session replay and opentelemetry, dbt Core focuses on fusion migration, v2 transition and semantic layer.
dbt Core and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full dbt Core trajectory → · Compare Highlight vs dbt Core →
6. HyperDX · velocity 6.3
HyperDX now tags every ClickHouse query it runs, so teams can see which dashboard drives the load.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, HyperDX focuses on observability, promql and clickhouse.
HyperDX and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. Hex · velocity 5.0
Hex exposes agent usage and credit data as its AI agent becomes a metered product.
Its velocity score of 5.0/10 reflects longer-term release cadence; its most recent meaningful update was “Publish eval suites, skip approvals, and build Hex projects from your chat agent”.
Where Highlight leans on observability, session replay and opentelemetry, Hex focuses on data analytics, ai agent and semantic layer.
Hex and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. OpenPanel · velocity 5.0
OpenPanel reaches 3.9.0 within six days of 3.0.0, still with no release notes.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, OpenPanel focuses on product analytics, self hosting and cli.
OpenPanel and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenPanel trajectory → · Compare Highlight vs OpenPanel →
9. ChartMogul · velocity 5.0
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, ChartMogul focuses on saas analytics, mrr and data quality.
ChartMogul and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ChartMogul trajectory → · Compare Highlight vs ChartMogul →
10. Swetrix · velocity 5.0
Swetrix adds opt-in outbound link tracking, filling another gap in its tracker.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, Swetrix focuses on analytics, web analytics and privacy.
Swetrix and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. Keboola · velocity 5.0
Keboola sets February 4, 2027 to stop sending Storage API tokens by email.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, Keboola focuses on data platform, ai agents and security.
Keboola and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. TimescaleDB · velocity 5.0
TimescaleDB 2.31 speeds columnstore UPDATE/DELETE and previews a new integer compressor.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Highlight leans on observability, session replay and opentelemetry, TimescaleDB focuses on time series, columnstore and compression.
TimescaleDB and Highlight have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full TimescaleDB trajectory → · Compare Highlight vs TimescaleDB →
Frequently asked questions
What are the best alternatives to Highlight?
The top Highlight alternatives we currently track in analytics tools are Holistics, Lightdash, Omni, Basedash, dbt Core, ranked by recent ship velocity.
How is this list of Highlight alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Highlight directly with one of these alternatives?
Yes — every card has a "Compare with Highlight" link to a side-by-side /compare page.