ANALYTICS
Licensing settled, ApexCharts is back to changing what a chart can take as input.
Alternatives · analytics tools
cfbfastr alternatives
The best cfbfastr alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 19, 2026
Looking for the best alternatives to cfbfastr? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, cfbfastr 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 cfbfastr
College football's open data client hit v2 — and now reports how many API calls you have left.
cfbfastR retrieves college football data — play-by-play, box scores, betting lines, ratings and recruiting — from the CollegeFootballData API, ESPN endpoints and the sportsdataverse data repository. Version 2.0.0 in September 2025 was the first release in over three years and rebuilt the package against CFBD's v2 API. Every load_cfb_*() function changed its underlying source to comply with CFBD's terms, the play-by-play dataset gained team and game identifiers users previously had to join in themselves, and a batch of new endpoints arrived covering opponent-adjusted metrics, FPI ratings and live scoreboard and play data.
Velocity 0.0 · Last update 2d ago
Top 12 alternatives to cfbfastr
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Usermaven closed the loop: data comes in from anywhere, and now it goes back out.
ANALYTICS
The 0.0.x train stops at CRAN: tulpa's engine ships to the ecosystem it already anchors.
ANALYTICS
dbt Fusion's second beta is adapter work: ClickHouse gets materializations, indexes, and catalogs
ANALYTICS
Fulcrum is betting its whole map stack on Esri, with a hard Google Maps cutoff on September 1.
ANALYTICS
AgencyAI got skills three weeks ago; everything since has been making them routine.
ANALYTICS
Interfaces gets the permissions layer it needed, one release after launching.
ANALYTICS
Omni ships weekly, and almost every week the headline item is an AI feature.
ANALYTICS
Plotly is turning its cloud into a metered compute platform with an enterprise on-ramp.
ANALYTICS
Rho's release machinery finally produced a stable build — and it shipped no new product.
ANALYTICS
OpenCTI spends a release unblocking queues and hardening upserts
ANALYTICS
After its largest release, OpenObserve is patching the seams.
cfbfastr 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 |
|---|---|---|---|---|
| cfbfastr (baseline) | 0.0 | 0 | college-footballsports-analyticsapi-migration | Rebuilt on CFBD API v2 with metered access and live endpoints |
| 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 |
| tulpa | 7.5 | 2 | bayesian-inferencecran-releaser-packages | First CRAN release: engine surface unchanged from 0.0.198 |
| dbt Core | 6.3 | 0 | analytics-engineeringdbt-fusionadapters | — |
| Fulcrum | 6.3 | 0 | gisesri-migrationoffline-maps | — |
| AgencyAnalytics | 6.3 | 1 | agency-reportingai-assistantskills | Skills in AgencyAI |
| NocoDB | 6.3 | 1 | no-code-databaseinterfacespermissions | 2026.08.0 : Introducing Interfaces |
| Omni | 6.3 | 1 | business-intelligencesemantic-modelai-routines | AI semantic model generation goes generally available in Omni |
| 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 |
The 12 best cfbfastr 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 cfbfastr's 0, 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 cfbfastr leans on college football, sports analytics and api migration, ApexCharts focuses on charting, raw data input and chart morphing.
Over the last 30 days ApexCharts has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
Full ApexCharts trajectory → · Compare cfbfastr 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 cfbfastr's 0, 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 cfbfastr leans on college football, sports analytics and api migration, Usermaven focuses on product analytics, reverse etl and mcp.
Over the last 30 days Usermaven has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
Full Usermaven trajectory → · Compare cfbfastr vs Usermaven →
3. tulpa · velocity 7.5
The 0.0.x train stops at CRAN: tulpa's engine ships to the ecosystem it already anchors.
Over the last 30 days tulpa shipped 2 meaningful updates vs cfbfastr's 0, most recently “First CRAN release: engine surface unchanged from 0.0.198”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where cfbfastr leans on college football, sports analytics and api migration, tulpa focuses on bayesian inference, cran release and r packages.
Over the last 30 days tulpa has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
4. dbt Core · velocity 6.3
Dbt Fusion's second beta is adapter work: ClickHouse gets materializations, indexes, and catalogs.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where cfbfastr leans on college football, sports analytics and api migration, dbt Core focuses on analytics engineering, dbt fusion and adapters.
dbt Core and cfbfastr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. Fulcrum · velocity 6.3
Fulcrum is betting its whole map stack on Esri, with a hard Google Maps cutoff on September 1.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where cfbfastr leans on college football, sports analytics and api migration, Fulcrum focuses on gis, esri migration and offline maps.
Fulcrum and cfbfastr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. AgencyAnalytics · velocity 6.3
AgencyAI got skills three weeks ago; everything since has been making them routine.
Over the last 30 days AgencyAnalytics shipped 1 meaningful update vs cfbfastr's 0, most recently “Skills in AgencyAI”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where cfbfastr leans on college football, sports analytics and api migration, AgencyAnalytics focuses on agency reporting, ai assistant and skills.
Over the last 30 days AgencyAnalytics has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
Full AgencyAnalytics trajectory → · Compare cfbfastr vs AgencyAnalytics →
7. NocoDB · velocity 6.3
Interfaces gets the permissions layer it needed, one release after launching.
Over the last 30 days NocoDB shipped 1 meaningful update vs cfbfastr's 0, most recently “2026.08.0 : Introducing Interfaces”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where cfbfastr leans on college football, sports analytics and api migration, NocoDB focuses on no code database, interfaces and permissions.
Over the last 30 days NocoDB has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
8. Omni · velocity 6.3
Omni ships weekly, and almost every week the headline item is an AI feature.
Over the last 30 days Omni shipped 1 meaningful update vs cfbfastr's 0, most recently “AI semantic model generation goes generally available in Omni”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where cfbfastr leans on college football, sports analytics and api migration, Omni focuses on business intelligence, semantic model and ai routines.
Over the last 30 days Omni has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
9. 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 cfbfastr's 0, most recently “Custom Domains in Plotly Cloud”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where cfbfastr leans on college football, sports analytics and api migration, Plotly focuses on ai app building, plotly cloud and metered billing.
Over the last 30 days Plotly has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
10. 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 cfbfastr's 0, 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 cfbfastr leans on college football, sports analytics and api migration, Rho focuses on r ide, ai agents and model routing.
Over the last 30 days Rho has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
11. OpenCTI · velocity 6.3
OpenCTI spends a release unblocking queues and hardening upserts.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where cfbfastr leans on college football, sports analytics and api migration, OpenCTI focuses on threat intelligence, stix and data model.
OpenCTI and cfbfastr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. OpenObserve · velocity 6.3
After its largest release, OpenObserve is patching the seams.
Over the last 30 days OpenObserve shipped 1 meaningful update vs cfbfastr's 0, 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 cfbfastr leans on college football, sports analytics and api migration, OpenObserve focuses on observability, synthetic monitoring and mcp.
Over the last 30 days OpenObserve has been shipping faster than cfbfastr — a point in its favour if release momentum matters to you.
Full OpenObserve trajectory → · Compare cfbfastr vs OpenObserve →
Frequently asked questions
What are the best alternatives to cfbfastr?
The top cfbfastr alternatives we currently track in analytics tools are ApexCharts, Usermaven, tulpa, dbt Core, Fulcrum, ranked by recent ship velocity.
How is this list of cfbfastr alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare cfbfastr directly with one of these alternatives?
Yes — every card has a "Compare with cfbfastr" link to a side-by-side /compare page.