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Comparison · Infra & APIs
Dragonfly vs highr
A side-by-side editorial comparison of Dragonfly and highr — release velocity, themes, recent moves, and the top alternatives to consider.
Dragonfly vs highr: at a glance
What is Dragonfly?
Dragonfly is spending its releases on correctness debt, not features.
The last two months are almost entirely correctness work: a pub/sub ordering bug that silently discarded queued messages on unsubscribe, a multi-key PFCOUNT that read sixteen wrong registers, an uninitialized pointer in the sparse HyperLogLog promote path, and now cluster FLUSHSLOTS that was not journaled inside its own flush transaction. The one structural move is the resync of the forked hyperloglog.c against valkey upstream, which cut divergence from 2,139 lines to 767 and pulled in a CVE fix plus AVX2 and NEON merge kernels. New user-facing options are rare; the list compression tuning flags are the exception.
What is highr?
highr is finished software: one-line releases every year or two
highr does syntax highlighting for knitr output, and every release in this window is a single line of change. The most recent wraps hilight() output in xfun::raw_string() for nicer printing; before that, a rename of two LaTeX command macros and two bumps to the minimum R version. There is no feature work here at all.
Dragonfly vs highr: editorial side-by-side
Dragonfly
5.0INFRA · APIS
Dragonfly is spending its releases on correctness debt, not features.
◆ Current state
The last two months are almost entirely correctness work: a pub/sub ordering bug that silently discarded queued messages on unsubscribe, a multi-key PFCOUNT that read sixteen wrong registers, an uninitialized pointer in the sparse HyperLogLog promote path, and now cluster FLUSHSLOTS that was not journaled inside its own flush transaction. The one structural move is the resync of the forked hyperloglog.c against valkey upstream, which cut divergence from 2,139 lines to 767 and pulled in a CVE fix plus AVX2 and NEON merge kernels. New user-facing options are rare; the list compression tuning flags are the exception.
◆ Where it's heading
Two threads run in parallel. One reduces the cost of carrying a Redis fork by re-syncing individual files against valkey and leaving provenance notes so the next sync is cheap. The other hardens the V2 IO loop while the V1 path still takes the fixes — several commits explicitly defer the V2 half of a fix to a later change, so the two loops are not at parity. Cluster correctness around slot migration and journaling is the newest front.
◆ Prediction
The deferred V2 IO-loop fixes are the obvious next commits, and more forked Redis files are likely to get the same upstream resync treatment now that the pattern and its accounting are established.
highr
0.0INFRA · APIS
highr is finished software: one-line releases every year or two
◆ Current state
highr does syntax highlighting for knitr output, and every release in this window is a single line of change. The most recent wraps hilight() output in xfun::raw_string() for nicer printing; before that, a rename of two LaTeX command macros and two bumps to the minimum R version. There is no feature work here at all.
◆ Where it's heading
This is a completed micro-package in the knitr ecosystem, maintained only to stay installable and consistent with its parent packages. Changes are triggered by knitr's needs or CRAN's requirements rather than by any plan of its own, and the gaps between releases run to years.
◆ Prediction
Expect the next release whenever knitr or CRAN requires one, with a similarly single-line changelog.
Alternatives to Dragonfly and highr
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 Dragonfly or highr.
rsconnect
The deployment client is being rebuilt around credentials it never has to store.
pkgbuild
A package whose release calendar is written by whoever ships the next Rtools.
DNSControl
DNSControl v5 is feature complete and counting down to an August ship date
git2r
git2r stopped vendoring libgit2 and now expects it on the system
Casdoor
casdoor ships several times a day, mostly tightening organization boundaries.
See all Dragonfly alternatives → · See all highr alternatives →
Recent activity from Dragonfly and highr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDragonflyBackported memory-accounting fix; FLUSHSLOTS journaled in-transaction
- 14d agoDragonflyi1.39.11: chore(hll): sync hyperloglog.c with valkey upstream (#7961)
- 20d agoDragonflyFix mutable cross-thread access on shared reply builder
- 22d agoDragonflyi1.39.9: fix(facade): preserve pub/sub order on unsubscribe (v1 IO loop) (#7909)
- 1mo agoDragonflyi1.39.6: test: skip V2-only pause tests under V1 (#7822)
- 1mo agoDragonflyi1.39.4: Add list compression tuning flags (#7762)
- 5mo agohighrhilight() output wrapped in raw_string()
- 2y agohighrLaTeX macros renamed to \hlsng and \hldef
- 3y agohighrMinimum R version raised to 3.3.0
- 5y agohighrmarkdown added to Suggests for knitr
- 5y agohighrMinimum R version raised to 3.2.3
- 8y agohighrInternal pandoc LaTeX command table added
Frequently asked questions
What is the difference between Dragonfly and highr?
They serve adjacent needs but don't currently overlap on shipped themes. Dragonfly 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 Dragonfly better than highr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dragonfly 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 Dragonfly?
Top Dragonfly alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Dragonfly alternatives" section above for the current picks, or visit /alternatives/dragonfly for the full list with editorial commentary on each.
What are the best alternatives to highr?
Top highr alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "highr alternatives" section above for the current picks, or visit /alternatives/highr for the full list with editorial commentary on each.