Security and governance controls catch up to the Copilot build-out
statpsych alternatives
The best statpsych alternatives in developer tools, ranked by Sparkpulse's velocity_score.
Updated Aug 20, 2026
Looking for the best alternatives to statpsych? Sparkpulse tracks and ranks 12 alternatives in developer tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, statpsych 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 statpsych
A statistics catalogue for psychology that grows by the release and rarely changes shape.
statpsych supplies confidence intervals, hypothesis tests, power calculations and sample-size planning for the designs psychology researchers actually run, exposed as several hundred small named functions rather than a modelling framework. Version 2.0.0 adds eight functions across logistic model performance, Kendall tau-a intervals and sample sizes, intraclass correlation testing, Geary kurtosis and Mann-Whitney power, and retires three names in favour of generalised replacements. The major version number reflects those removals rather than a change in how the package is used.
Velocity 0.0 · Last update 35m ago
Top 12 alternatives to statpsych
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
Canvas agents gain memory, and onboarding moves into the editor
Tailscale is paying down scale in two dimensions: nodes per tailnet, tailnets per org.
authentik 2026.8 ships: Actors, domain-joined Agents, and a push past browser-mediated SSO
Daily tags chasing tracker domain moves, login changes and freeleech detection
Skipper trims a 4x memory regression out of routesrv, days after shipping h2c
CloudStack ships two LTS branches in lockstep and publishes nothing but pointers
Kinsta is moving MyKinsta's controls into its API, one surface per month
Observability lands on OpenTelemetry semconv in the LTS train
Campsis breaks its API on purpose: snake_case throughout, RxODE compatibility cut loose.
A circular-statistics toolkit for animal movement, shipped and then tightened in three weeks.
The model layer under Campsis, renamed in step with it and increasingly JSON-addressable.
statpsych 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 |
|---|---|---|---|---|
| statpsych (baseline) | 0.0 | 0 | psychometricsconfidence-intervalssample-size | — |
| GitHub | 10.0 | 0 | copilotenterprise-governancecode-scanning | — |
| Honeycomb | 7.5 | 2 | observabilitycanvas-agentsanomaly-detection | Anomaly Detection: Now in Beta |
| Tailscale | 6.3 | 0 | networkingscaleapi | — |
| authentik | 6.3 | 1 | identity-providerenterprise-agentsendpoint-identity | authentik 2026.8 goes GA with Actors and domain-joined Agents |
| Jackett | 5.0 | 0 | indexerstorrent-searchmaintenance | — |
| Skipper | 5.0 | 0 | reverse-proxykubernetesmemory-footprint | — |
| Apache CloudStack | 5.0 | 0 | iaaslts-branchesmaintenance-releases | — |
| Kinsta | 5.0 | 0 | managed-wordpresshosting-apibot-protection | — |
| ToolJet | 5.0 | 0 | low-codeopentelemetryself-hosted | — |
| campsis | 3.8 | 1 | pharmacometricsclinical-trial-simulationbreaking-changes | snake_case across the API; RxODE compatibility removed |
| radiatR | 2.5 | 0 | circular-statisticsanimal-movementr-package | First public release |
| campsismod | 2.5 | 0 | pharmacometricsmodel-objectsjson-interface | — |
The 12 best statpsych alternatives, in depth
1. GitHub · velocity 10.0
Security and governance controls catch up to the Copilot build-out.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, GitHub focuses on copilot, enterprise governance and code scanning.
GitHub and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. Honeycomb · velocity 7.5
Canvas agents gain memory, and onboarding moves into the editor.
Over the last 30 days Honeycomb shipped 2 meaningful updates vs statpsych's 0, most recently “Anomaly Detection: Now in Beta”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, Honeycomb focuses on observability, canvas agents and anomaly detection.
Over the last 30 days Honeycomb has been shipping faster than statpsych — a point in its favour if release momentum matters to you.
Full Honeycomb trajectory → · Compare statpsych vs Honeycomb →
3. Tailscale · velocity 6.3
Tailscale is paying down scale in two dimensions: nodes per tailnet, tailnets per org.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, Tailscale focuses on networking, scale and api.
Tailscale and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Tailscale trajectory → · Compare statpsych vs Tailscale →
4. authentik · velocity 6.3
Authentik 2026.8 ships: Actors, domain-joined Agents, and a push past browser-mediated SSO.
Over the last 30 days authentik shipped 1 meaningful update vs statpsych's 0, most recently “authentik 2026.8 goes GA with Actors and domain-joined Agents”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, authentik focuses on identity provider, enterprise agents and endpoint identity.
Over the last 30 days authentik has been shipping faster than statpsych — a point in its favour if release momentum matters to you.
Full authentik trajectory → · Compare statpsych vs authentik →
5. Jackett · velocity 5.0
Daily tags chasing tracker domain moves, login changes and freeleech detection.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, Jackett focuses on indexers, torrent search and maintenance.
Jackett and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. Skipper · velocity 5.0
Skipper trims a 4x memory regression out of routesrv, days after shipping h2c.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, Skipper focuses on reverse proxy, kubernetes and memory footprint.
Skipper and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. Apache CloudStack · velocity 5.0
CloudStack ships two LTS branches in lockstep and publishes nothing but pointers.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, Apache CloudStack focuses on iaas, lts branches and maintenance releases.
Apache CloudStack and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Apache CloudStack trajectory → · Compare statpsych vs Apache CloudStack →
8. Kinsta · velocity 5.0
Kinsta is moving MyKinsta's controls into its API, one surface per month.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, Kinsta focuses on managed wordpress, hosting api and bot protection.
Kinsta and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. ToolJet · velocity 5.0
Observability lands on OpenTelemetry semconv in the LTS train.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, ToolJet focuses on low code, opentelemetry and self hosted.
ToolJet and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. campsis · velocity 3.8
Campsis breaks its API on purpose: snake_case throughout, RxODE compatibility cut loose.
Over the last 30 days campsis shipped 1 meaningful update vs statpsych's 0, most recently “snake_case across the API; RxODE compatibility removed”. Its velocity score of 3.8/10 blends that with longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, campsis focuses on pharmacometrics, clinical trial simulation and breaking changes.
Over the last 30 days campsis has been shipping faster than statpsych — a point in its favour if release momentum matters to you.
11. radiatR · velocity 2.5
A circular-statistics toolkit for animal movement, shipped and then tightened in three weeks.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “First public release”.
Where statpsych leans on psychometrics, confidence intervals and sample size, radiatR focuses on circular statistics, animal movement and r package.
radiatR and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. campsismod · velocity 2.5
The model layer under Campsis, renamed in step with it and increasingly JSON-addressable.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where statpsych leans on psychometrics, confidence intervals and sample size, campsismod focuses on pharmacometrics, model objects and json interface.
campsismod and statpsych have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full campsismod trajectory → · Compare statpsych vs campsismod →
Frequently asked questions
What are the best alternatives to statpsych?
The top statpsych alternatives we currently track in developer tools are GitHub, Honeycomb, Tailscale, authentik, Jackett, ranked by recent ship velocity.
How is this list of statpsych alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare statpsych directly with one of these alternatives?
Yes — every card has a "Compare with statpsych" link to a side-by-side /compare page.