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Licensing settled, ApexCharts is back to changing what a chart can take as input.
Alternatives · analytics tools
trendseries alternatives
The best trendseries alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 19, 2026
Looking for the best alternatives to trendseries? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, trendseries shipped 1 meaningful update in the last 30 days and carries a velocity score of 3.8 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About trendseries
A trend-extraction toolkit grows a full decomposition engine, seasonal components and all.
trendseries extracts trends from economic time series through two pipe-friendly functions, backed by an unusually broad method set — Hodrick-Prescott in one- and two-sided variants, Baxter-King, Christiano-Fitzgerald, Hamilton regression, Beveridge-Nelson, unobserved components, plus the moving average and smoothing family. The 1.4 release adds decomposition proper: an exported decompose_series() that splits a series into trend, seasonal, and remainder across five methods and guarantees the components add back to the original values.
Velocity 3.8 · Last update 1d ago
Top 12 alternatives to trendseries
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
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Usermaven closed the loop: data comes in from anywhere, and now it goes back out.
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Plotly is turning its cloud into a metered compute platform with an enterprise on-ramp.
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Rho's release machinery finally produced a stable build — and it shipped no new product.
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OpenCTI spends a release unblocking queues and hardening upserts
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After its largest release, OpenObserve is patching the seams.
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AgencyAnalytics is turning its assistant into scheduled agency staff work, not a chat box.
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Mimir's feed is a weekly Helm bot, with the 3.2 candidate the only real release in months
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Dovetail spent July opening doors to other tools; August is spent making its own rooms easier to enter.
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TimescaleDB is paying down correctness debt in its columnstore query paths.
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Holistics is adding governance to the AI layer it spent the summer building.
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aniread stops asking you to know which tracker wrote the file
trendseries 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 |
|---|---|---|---|---|
| trendseries (baseline) | 3.8 | 1 | time-serieseconometricsr-package | Decomposition becomes a first-class operation, five methods deep |
| ApexCharts | 10.0 | 3 | chartingraw-data-inputchart-morphing | Histogram bins raw samples; charts morph between types |
| Usermaven | 8.8 | 3 | product-analyticsreverse-etlmcp | 🔌 Salesforce, Reverse ETL, and connectors: your stack, connected |
| Plotly | 6.3 | 1 | ai-app-buildingplotly-cloudmetered-billing | Custom Domains in Plotly Cloud |
| Rho | 6.3 | 1 | r-ideai-agentsmodel-routing | Agent conversations and provider-routed models land in Rho |
| OpenCTI | 6.3 | 0 | threat-intelligencestixdata-model | — |
| OpenObserve | 6.3 | 1 | observabilitysynthetic-monitoringmcp | v0.92.0 adds synthetic monitoring, workflows, and AI observability |
| AgencyAnalytics | 6.3 | 1 | agency-reportingai-assistantscheduling | Skills in AgencyAI |
| Grafana Mimir | 5.0 | 0 | metricsprometheus-compatiblehelm | — |
| Dovetail | 5.0 | 0 | digital twinschatagents | — |
| TimescaleDB | 5.0 | 0 | time-seriespostgresqlcolumnstore | — |
| Holistics | 5.0 | 0 | business-intelligenceai-governanceanalytics-as-code | — |
| aniread | 3.8 | 1 | animal trackingfile formatsauto-detection | v0.6.0 — one entry point for every format |
The 12 best trendseries alternatives, in depth
1. ApexCharts · velocity 10.0
Licensing settled, ApexCharts is back to changing what a chart can take as input.
Over the last 30 days ApexCharts shipped 3 meaningful updates vs trendseries's 1, most recently “Histogram bins raw samples; charts morph between types”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, ApexCharts focuses on charting, raw data input and chart morphing.
Over the last 30 days ApexCharts has been shipping faster than trendseries — a point in its favour if release momentum matters to you.
Full ApexCharts trajectory → · Compare trendseries vs ApexCharts →
2. Usermaven · velocity 8.8
Usermaven closed the loop: data comes in from anywhere, and now it goes back out.
Over the last 30 days Usermaven shipped 3 meaningful updates vs trendseries's 1, most recently “🔌 Salesforce, Reverse ETL, and connectors: your stack, connected”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, Usermaven focuses on product analytics, reverse etl and mcp.
Over the last 30 days Usermaven has been shipping faster than trendseries — a point in its favour if release momentum matters to you.
Full Usermaven trajectory → · Compare trendseries vs Usermaven →
3. Plotly · velocity 6.3
Plotly is turning its cloud into a metered compute platform with an enterprise on-ramp.
Over the last 30 days Plotly shipped 1 meaningful update vs trendseries's 1, most recently “Custom Domains in Plotly Cloud”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, Plotly focuses on ai app building, plotly cloud and metered billing.
Plotly and trendseries have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. Rho · velocity 6.3
Rho's release machinery finally produced a stable build — and it shipped no new product.
Over the last 30 days Rho shipped 1 meaningful update vs trendseries's 1, most recently “Agent conversations and provider-routed models land in Rho”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, Rho focuses on r ide, ai agents and model routing.
Rho and trendseries have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. OpenCTI · velocity 6.3
OpenCTI spends a release unblocking queues and hardening upserts.
Over the last 30 days OpenCTI shipped 0 meaningful updates vs trendseries's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, OpenCTI focuses on threat intelligence, stix and data model.
OpenCTI has shipped fewer meaningful updates than trendseries in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full OpenCTI trajectory → · Compare trendseries vs OpenCTI →
6. OpenObserve · velocity 6.3
After its largest release, OpenObserve is patching the seams.
Over the last 30 days OpenObserve shipped 1 meaningful update vs trendseries's 1, most recently “v0.92.0 adds synthetic monitoring, workflows, and AI observability”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, OpenObserve focuses on observability, synthetic monitoring and mcp.
OpenObserve and trendseries have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenObserve trajectory → · Compare trendseries vs OpenObserve →
7. AgencyAnalytics · velocity 6.3
AgencyAnalytics is turning its assistant into scheduled agency staff work, not a chat box.
Over the last 30 days AgencyAnalytics shipped 1 meaningful update vs trendseries's 1, most recently “Skills in AgencyAI”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, AgencyAnalytics focuses on agency reporting, ai assistant and scheduling.
AgencyAnalytics and trendseries have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full AgencyAnalytics trajectory → · Compare trendseries vs AgencyAnalytics →
8. Grafana Mimir · velocity 5.0
Mimir's feed is a weekly Helm bot, with the 3.2 candidate the only real release in months.
Over the last 30 days Grafana Mimir shipped 0 meaningful updates vs trendseries's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, Grafana Mimir focuses on metrics, prometheus compatible and helm.
Grafana Mimir has shipped fewer meaningful updates than trendseries in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Grafana Mimir trajectory → · Compare trendseries vs Grafana Mimir →
9. Dovetail · velocity 5.0
Dovetail spent July opening doors to other tools; August is spent making its own rooms easier to enter.
Over the last 30 days Dovetail shipped 0 meaningful updates vs trendseries's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, Dovetail focuses on digital twins, chat and agents.
Dovetail has shipped fewer meaningful updates than trendseries in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Dovetail trajectory → · Compare trendseries vs Dovetail →
10. TimescaleDB · velocity 5.0
TimescaleDB is paying down correctness debt in its columnstore query paths.
Over the last 30 days TimescaleDB shipped 0 meaningful updates vs trendseries's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, TimescaleDB focuses on time series, postgresql and columnstore.
TimescaleDB has shipped fewer meaningful updates than trendseries in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full TimescaleDB trajectory → · Compare trendseries vs TimescaleDB →
11. Holistics · velocity 5.0
Holistics is adding governance to the AI layer it spent the summer building.
Over the last 30 days Holistics shipped 0 meaningful updates vs trendseries's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, Holistics focuses on business intelligence, ai governance and analytics as code.
Holistics has shipped fewer meaningful updates than trendseries in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Holistics trajectory → · Compare trendseries vs Holistics →
12. aniread · velocity 3.8
Aniread stops asking you to know which tracker wrote the file.
Over the last 30 days aniread shipped 1 meaningful update vs trendseries's 1, most recently “v0.6.0 — one entry point for every format”. Its velocity score of 3.8/10 blends that with longer-term release cadence.
Where trendseries leans on time series, econometrics and r package, aniread focuses on animal tracking, file formats and auto detection.
aniread and trendseries have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full aniread trajectory → · Compare trendseries vs aniread →
Frequently asked questions
What are the best alternatives to trendseries?
The top trendseries alternatives we currently track in analytics tools are ApexCharts, Usermaven, Plotly, Rho, OpenCTI, ranked by recent ship velocity.
How is this list of trendseries alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare trendseries directly with one of these alternatives?
Yes — every card has a "Compare with trendseries" link to a side-by-side /compare page.