ANALYTICS
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
Alternatives · analytics tools
ntopng alternatives
The best ntopng alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Nov 4, 2026
Looking for the best alternatives to ntopng? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, ntopng 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 ntopng
ntopng 7.0 adds an AI traffic analyst, Wazuh integration and BGP in one release.
ntopng 7.0 arrived in September, ten months after 6.6. nAnalyst brings AI chat, policies, dashboards and an agentic loop across multiple LLM providers, with an MCP server included. The release also adds Wazuh XDR/SIEM integration, a Sites hierarchy, BGP/BMP with RPKI validation, a ClickHouse timeseries engine, OpenID Connect SSO, MFA and passkeys, and a new Vue.js frontend replacing legacy pages.
Velocity 0.0 · Last update 2d ago
Top 12 alternatives to ntopng
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Count's agent now shows the chain of cells and assumptions behind every answer it gives.
ANALYTICS
Whatagraph's IQ Agents now watch ad accounts and act on them, not just report.
ANALYTICS
Tinylytics adds account-wide IP ignores and monitoring-only sites
ANALYTICS
OpenReplay lets self-hosters block the hosts a recorded session can make its asset cacher fetch.
ANALYTICS
OpenHouse records why table maintenance fails and adds timezone-aware retention.
ANALYTICS
OpenCTI accepts Filigran licenses and closes a draft-access hole in its TAXII routes.
ANALYTICS
InfluxDB keeps patching its 3.11 and 3.12 lines, now with a catalog repair tool.
ANALYTICS
Basedash adds verified dashboards so teams know which numbers to trust.
ANALYTICS
OpenPanel tags six supporter builds in two days, from 3.21 to 3.23.2, with no notes.
ANALYTICS
Holistics lets admins put a key dashboard on everyone's Home page.
ANALYTICS
Apache Cloudberry ships 2.2.0 after three release candidates.
ntopng 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 |
|---|---|---|---|---|
| ntopng (baseline) | 0.0 | 0 | network-monitoringai-analystmcp | ntopng 6.4 adds Asset Inventory and Digital Twin |
| Calibre | 6.3 | 1 | web-performancemcpcoding-agents | Calibre MCP: connect your coding agent to your performance data |
| Count | 6.3 | 1 | agentic-analyticsexplainabilitydata-canvas | Reasoning Chains |
| Whatagraph | 6.3 | 1 | marketing-reportingai agentsagency-tools | Whatagraph went agentic: IQ Agents watch your accounts and take on the repeat work |
| Tinylytics | 5.0 | 0 | web-analyticsdata-qualityseo-audit | — |
| OpenReplay | 5.0 | 0 | session replayself-hostedsecurity hardening | — |
| OpenHouse | 5.0 | 0 | data lakehouseicebergtable maintenance | — |
| OpenCTI | 5.0 | 0 | threat-intelligencelicensingaccess-control | — |
| InfluxDB | 5.0 | 0 | time-seriesdata-correctnesscatalog | — |
| Basedash | 5.0 | 0 | business-intelligenceai-analyticsdata-governance | — |
| OpenPanel | 5.0 | 0 | product-analyticsopen-sourceself-hosted | — |
| Holistics | 5.0 | 0 | business intelligencesemantic layerdashboards | — |
| Apache Cloudberry | 5.0 | 0 | analyticsmpp-databaseapache-incubator | — |
The 12 best ntopng alternatives, in depth
1. Calibre · velocity 6.3
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code.
Over the last 30 days Calibre shipped 1 meaningful update vs ntopng's 0, most recently “Calibre MCP: connect your coding agent to your performance data”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, Calibre focuses on web performance, mcp and coding agents.
Over the last 30 days Calibre has been shipping faster than ntopng — a point in its favour if release momentum matters to you.
2. Count · velocity 6.3
Count's agent now shows the chain of cells and assumptions behind every answer it gives.
Over the last 30 days Count shipped 1 meaningful update vs ntopng's 0, most recently “Reasoning Chains”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, Count focuses on agentic analytics, explainability and data canvas.
Over the last 30 days Count has been shipping faster than ntopng — a point in its favour if release momentum matters to you.
3. Whatagraph · velocity 6.3
Whatagraph's IQ Agents now watch ad accounts and act on them, not just report.
Over the last 30 days Whatagraph shipped 1 meaningful update vs ntopng's 0, most recently “Whatagraph went agentic: IQ Agents watch your accounts and take on the repeat work”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, Whatagraph focuses on marketing reporting, ai agents and agency tools.
Over the last 30 days Whatagraph has been shipping faster than ntopng — a point in its favour if release momentum matters to you.
Full Whatagraph trajectory → · Compare ntopng vs Whatagraph →
4. Tinylytics · velocity 5.0
Tinylytics adds account-wide IP ignores and monitoring-only sites.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, Tinylytics focuses on web analytics, data quality and seo audit.
Tinylytics and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Tinylytics trajectory → · Compare ntopng vs Tinylytics →
5. OpenReplay · velocity 5.0
OpenReplay lets self-hosters block the hosts a recorded session can make its asset cacher fetch.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, OpenReplay focuses on session replay, self hosted and security hardening.
OpenReplay and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenReplay trajectory → · Compare ntopng vs OpenReplay →
6. OpenHouse · velocity 5.0
OpenHouse records why table maintenance fails and adds timezone-aware retention.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, OpenHouse focuses on data lakehouse, iceberg and table maintenance.
OpenHouse and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. OpenCTI · velocity 5.0
OpenCTI accepts Filigran licenses and closes a draft-access hole in its TAXII routes.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, OpenCTI focuses on threat intelligence, licensing and access control.
OpenCTI and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. InfluxDB · velocity 5.0
InfluxDB keeps patching its 3.11 and 3.12 lines, now with a catalog repair tool.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, InfluxDB focuses on time series, data correctness and catalog.
InfluxDB and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. Basedash · velocity 5.0
Basedash adds verified dashboards so teams know which numbers to trust.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, Basedash focuses on business intelligence, ai analytics and data governance.
Basedash and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. OpenPanel · velocity 5.0
OpenPanel tags six supporter builds in two days, from 3.21 to 3.23.2, with no notes.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, OpenPanel focuses on product analytics, open source and self hosted.
OpenPanel and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. Holistics · velocity 5.0
Holistics lets admins put a key dashboard on everyone's Home page.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, Holistics focuses on business intelligence, semantic layer and dashboards.
Holistics and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. Apache Cloudberry · velocity 5.0
Apache Cloudberry ships 2.2.0 after three release candidates.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ntopng leans on network monitoring, ai analyst and mcp, Apache Cloudberry focuses on analytics, mpp database and apache incubator.
Apache Cloudberry and ntopng have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Apache Cloudberry trajectory → · Compare ntopng vs Apache Cloudberry →
Frequently asked questions
What are the best alternatives to ntopng?
The top ntopng alternatives we currently track in analytics tools are Calibre, Count, Whatagraph, Tinylytics, OpenReplay, ranked by recent ship velocity.
How is this list of ntopng alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare ntopng directly with one of these alternatives?
Yes — every card has a "Compare with ntopng" link to a side-by-side /compare page.