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Comparison · Infra & APIs

Depot vs projoint

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

Depot vs projoint: at a glance

FeatureDepotprojoint
SectorInfra & APIsInfra & APIs
Velocity score6.32.5
Sparks · 30d10
Top themesci-cd, build-acceleration, test-intelligence, git-hostingconjoint-analysis, survey-research, qualtrics, cran
Last editorial update5d ago59m ago
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What is Depot?

Depot keeps absorbing the CI stack — tests, networking, runners, now its own git host.

Depot has moved well past build caching. Test results reached general availability in July with org-wide flaky, slow, and recurring failure analytics plus timing-based shard splitting; Sherlock's AI analysis became available on any run rather than only failed ones; and CI jobs can join a Tailscale tailnet to reach private services. The runner fleet now defaults to macOS 26 on M4 hardware, Depot CI understands GitHub stacked pull requests, and Depot Code — a diskless git server backed by blob storage — entered private beta.

Read the full Depot trajectory →

What is projoint?

projoint spent a year on CRAN paperwork, then shipped a correctness fix it flagged itself.

projoint is an R package for analysing conjoint survey experiments, covering Qualtrics import, reshaping, and quantity-of-interest estimation with inter-rater reliability correction. Most of its release history is CRAN admission work — citation formats, DESCRIPTION fields, \value{} tags, vignette cleanups — with four tags backfilled within ninety seconds of each other on 15 July in non-monotonic version order, so neither tag order nor timestamps in this feed track the real sequence. The substantive releases are the ones fixing data-preparation bugs that silently corrupt estimates.

Read the full projoint trajectory →

Depot vs projoint: editorial side-by-side

D
Depot
INFRA · APIS
6.3

Depot keeps absorbing the CI stack — tests, networking, runners, now its own git host.

◆ Current state

Depot has moved well past build caching. Test results reached general availability in July with org-wide flaky, slow, and recurring failure analytics plus timing-based shard splitting; Sherlock's AI analysis became available on any run rather than only failed ones; and CI jobs can join a Tailscale tailnet to reach private services. The runner fleet now defaults to macOS 26 on M4 hardware, Depot CI understands GitHub stacked pull requests, and Depot Code — a diskless git server backed by blob storage — entered private beta.

◆ Where it's heading

The pattern is absorbing each adjacent piece of the pipeline that Depot's position already gives it data about. It runs the builds, so it owns test timing, so it can balance shards; it runs the jobs, so it can diagnose them; it hosts the runners, so it can wire private networking into them. Depot Code extends the same logic upstream to source hosting, which would close the loop between repository and runner. A quieter parallel thread keeps moving SDK- and dashboard-only settings into the CLI, stated explicitly as making projects configurable by agents and scripts.

◆ Prediction

Depot Code widening past private beta and binding more tightly to CI is the move the rest of the window sets up. The test work is also positioned to go from reporting to selection — skipping tests a change cannot affect — since Depot now holds the timing and failure history that would require, though the entries stop short of saying so.

P
projoint
INFRA · APIS
2.5

projoint spent a year on CRAN paperwork, then shipped a correctness fix it flagged itself.

◆ Current state

projoint is an R package for analysing conjoint survey experiments, covering Qualtrics import, reshaping, and quantity-of-interest estimation with inter-rater reliability correction. Most of its release history is CRAN admission work — citation formats, DESCRIPTION fields, \value{} tags, vignette cleanups — with four tags backfilled within ninety seconds of each other on 15 July in non-monotonic version order, so neither tag order nor timestamps in this feed track the real sequence. The substantive releases are the ones fixing data-preparation bugs that silently corrupt estimates.

◆ Where it's heading

The maintainer is hardening the path from raw Qualtrics export to estimate, which is where conjoint analysis quietly goes wrong. Three separate releases fix that path: dropped respondent-level weights in organize_data(), repeated-task reshaping in reshape_projoint(), and choice-to-profile mapping in 1.1.3. Each fix now arrives with regression tests and stricter validation rather than just a patch, and 1.1.3 adds an explicit .choice_map so the mapping is auditable instead of inferred.

◆ Prediction

Expect the validation-and-regression-test pattern to keep extending across the import path, with releases continuing to arrive in bursts around CRAN submission rather than on a cadence.

Alternatives to Depot and projoint

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 Depot or projoint.

See all Depot alternatives → · See all projoint alternatives →

Recent activity from Depot and projoint

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

  1. 9d agoDepotmacOS 26 is now the default macOS version for GitHub Actions runners
  2. 16d agoDepotDepot CI now supports native GitHub stacked pull requests
  3. 17d agoprojointExplicit .choice_map guards choice-to-profile mapping
  4. 19d agoDepotSet cache retention when creating a project with --cache-policy-keep-days
  5. 20d agoDepotView and edit project details from the Depot CLI
  6. 21d agoDepotTest results are now generally available
  7. 29d agoDepotAI analysis available for all Depot CI workflows and jobs
  8. 1mo agoprojointCRAN submission housekeeping for DESCRIPTION and examples
  9. 1mo agoprojointCRAN formatting pass; minor make_projoint_data() fix
  10. 1mo agoprojointreshape_projoint() repeated-task bug fixed; validation tightened
  11. 1mo agoprojointCitation metadata updated with the CRAN DOI
  12. 5mo agoprojointorganize_data() no longer drops respondent-level weights

Frequently asked questions

What is the difference between Depot and projoint?

They serve adjacent needs but don't currently overlap on shipped themes. Depot is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 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 Depot better than projoint?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Depot is currently shipping more aggressively (velocity 6.3 vs 2.5), with 1 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 Depot?

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

What are the best alternatives to projoint?

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