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Comparison · Infra & APIs

Jackett vs stochvol

A side-by-side editorial comparison of Jackett and stochvol — release velocity, themes, recent moves, and the top alternatives to consider.

Shared themes:maintenance

Jackett vs stochvol: at a glance

FeatureJackettstochvol
SectorInfra & APIsInfra & APIs
Velocity score5.00.0
Sparks · 30d00
Top themesindexers, torrent-search, maintenance, daily-releasesbayesian-inference, stochastic-volatility, mcmc, rcpp
Last editorial update8h ago45m ago
WebsiteVisit →Visit →

What is Jackett?

Daily tags chasing tracker domain moves, login changes and freeleech detection

Jackett continues to ship a tag most mornings, each one a short auto-generated commit list of indexer definition edits. The newest adds a cookie login variant for HD-Space and captcha-aware login for funfile; the day before was a sweep of domain bumps and download-volume-factor detection corrections across torrenttip, magnetcat, 52bt, torrenteros, tocashare and seedcore. No release in this window touches the application itself.

Read the full Jackett trajectory →

What is stochvol?

A Bayesian volatility sampler in its maintenance decade, paying for its own speed

stochvol runs MCMC for stochastic volatility models, with a C++ sampler underneath an R interface. Five years of releases in this window contain no new models: the work is compiler and dependency compatibility, CRAN check notes, and a steady trickle of corrections to the sampler itself. Its methodological milestone, the Journal of Statistical Software paper, is recorded in a 2021 tag.

Read the full stochvol trajectory →

Jackett vs stochvol: editorial side-by-side

J
Jackett
INFRA · APIS
5.0

Daily tags chasing tracker domain moves, login changes and freeleech detection

◆ Current state

Jackett continues to ship a tag most mornings, each one a short auto-generated commit list of indexer definition edits. The newest adds a cookie login variant for HD-Space and captcha-aware login for funfile; the day before was a sweep of domain bumps and download-volume-factor detection corrections across torrenttip, magnetcat, 52bt, torrenteros, tocashare and seedcore. No release in this window touches the application itself.

◆ Where it's heading

This is maintenance as a product, and the cadence is the feature. Trackers rotate domains, add captchas, switch to cookie auth or vary their freeleech percentages, and Jackett absorbs each change within a day — Scenetime was added and dropped within days, 720pier removed and then restored by revert. The recurring shift from form login to cookie and captcha handling across sites is the one visible pattern: the definitions are steadily taking on more anti-bot handling.

◆ Prediction

Expect the same daily cadence of definition edits, with more cookie and captcha login variants as trackers tighten access. The entries show no application-level work planned or in progress.

S
stochvol
INFRA · APIS
0.0

A Bayesian volatility sampler in its maintenance decade, paying for its own speed

◆ Current state

stochvol runs MCMC for stochastic volatility models, with a C++ sampler underneath an R interface. Five years of releases in this window contain no new models: the work is compiler and dependency compatibility, CRAN check notes, and a steady trickle of corrections to the sampler itself. Its methodological milestone, the Journal of Statistical Software paper, is recorded in a 2021 tag.

◆ Where it's heading

This is what a finished computational package looks like. The formula interface arrived at 3.1.0 and nothing has been added since; what changes is the ground underneath — RcppArmadillo major versions, UBSan checks, error-handling conventions moving from Rf_error to Rcpp::stop for correct memory management. The recurring pattern worth watching is that several releases fix real errors in the sampler's proposal distributions, found by users and by CRAN's own instrumented checks rather than by the maintainer.

◆ Prediction

Nothing in these notes suggests new methodology. Expect the next release when RcppArmadillo or a CRAN check flavour forces one, and treat any bug report against the samplers as the more consequential event.

Alternatives to Jackett and stochvol

Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Jackett or stochvol.

See all Jackett alternatives → · See all stochvol alternatives →

Recent activity from Jackett and stochvol

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 11h agoJackettHD-Space cookie login variant; funfile captcha handling
  2. 1d agoJackettDomain bumps and freeleech detection fixes across six trackers
  3. 2d agoJackettIP filtering note for newstudio; anisource goes IPv6-only
  4. 3d agoJackett720pier tracker restored by revert
  5. 4d agoJackettScenetime dropped days after being added; new magnetcat domains
  6. 6d agoJackettdocspedia cookie auth, nyaa season search, duplicate GET fix
  7. 5mo agostochvolSampler crash with constant parameters fixed, plus RcppArmadillo 15
  8. 1y agostochvolTwo CRAN check notes cleared
  9. 1y agostochvolProposal variance corrected in the centered parameterisation
  10. 2y agostochvolCRAN stochvol 3.2.4
  11. 2y agostochvolRolling-window indexing and inverse gamma prior validation fixed
  12. 3y agostochvolCore C++ sampler routines exported for reuse

Frequently asked questions

What is the difference between Jackett and stochvol?

Both compete on the same themes — maintenance — within Infra & APIs. Jackett is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Jackett better than stochvol?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Jackett is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.

What are the best alternatives to Jackett?

Top Jackett alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Jackett alternatives" section above for the current picks, or visit /alternatives/jackett for the full list with editorial commentary on each.

What are the best alternatives to stochvol?

Top stochvol alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "stochvol alternatives" section above for the current picks, or visit /alternatives/stochvol for the full list with editorial commentary on each.