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Comparison · Infra & APIs
Dragonfly vs Parse Server
A side-by-side editorial comparison of Dragonfly and Parse Server — release velocity, themes, recent moves, and the top alternatives to consider.
Dragonfly vs Parse Server: at a glance
What is Dragonfly?
Dragonfly speeds up slot lookups on 2.0 as its cluster-mode fixes keep coming.
Dragonfly maintains two incremental lines, 1.40 and 2.0, with small targeted releases. The 2.0 line has fixed dropped writes during slot migration and moved experimental slot-based sharding to Fibonacci hashing. i2.0.6 on October 30 makes GetSlotInfo faster, another cluster-mode refinement.
What is Parse Server?
Parse Server's alpha channel has become a steady stream of access-control security fixes.
Recent Parse Server releases are almost entirely security and permission fixes on the 9.10.x alpha line. Several close advisories where callers without read access could learn whether a field exists or receive data from internal classes, including a LiveQuery leak of installation objects. The newest alpha moves the Docker image from Node.js 20 to 24.
Dragonfly vs Parse Server: editorial side-by-side
Dragonfly
5.0INFRA · APIS
Dragonfly speeds up slot lookups on 2.0 as its cluster-mode fixes keep coming.
◆ Current state
Dragonfly maintains two incremental lines, 1.40 and 2.0, with small targeted releases. The 2.0 line has fixed dropped writes during slot migration and moved experimental slot-based sharding to Fibonacci hashing. i2.0.6 on October 30 makes GetSlotInfo faster, another cluster-mode refinement.
◆ Where it's heading
The 2.0 line is maturing through cluster and migration work, while 1.40 gets targeted performance backports. Release cadence has slowed from paired weekly builds to occasional single fixes.
◆ Prediction
Expect further 2.0.x builds focused on cluster mode and slot migration; whether scope-based memory tracking gets switched on is still unclear.
Parse Server
5.0INFRA · APIS
Parse Server's alpha channel has become a steady stream of access-control security fixes.
◆ Current state
Recent Parse Server releases are almost entirely security and permission fixes on the 9.10.x alpha line. Several close advisories where callers without read access could learn whether a field exists or receive data from internal classes, including a LiveQuery leak of installation objects. The newest alpha moves the Docker image from Node.js 20 to 24.
◆ Where it's heading
The project is working through a systematic audit of how read permissions are enforced across save, create, dot-notation and LiveQuery paths, shipping one fix per alpha. Small performance work, such as dropping an extra database read on save, appears alongside. Feature work is not visible in this window.
◆ Prediction
More permission-boundary advisories are likely in the next few alphas, followed by a stable 9.10.x release that bundles them. The entries don't indicate when the audit will end.
Alternatives to Dragonfly and Parse Server
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 Parse Server.
GitLab
GitLab is turning its platform into the context layer agents and security teams query, not just a code host.
Testomat.io
Testomat.io is wiring its test management into AI chat clients and turning screenshots into test cases.
Tolgee
Tolgee ships near-daily patches, mostly fixes and security bumps around its branching feature.
Infisical
Infisical is shipping weekly, with batched secret edits and an agent credential vault as the real threads.
AppSignal
AppSignal is turning distributed tracing into the default way to debug, one link at a time.
See all Dragonfly alternatives → · See all Parse Server alternatives →
Recent activity from Dragonfly and Parse Server
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3h agoParse ServerParse Server Docker image moves to Node.js 24
- 3d agoParse ServerParse Server fixes LiveQuery leak of internal-class objects
- 3d agoDragonflyi2.0.6: faster slot info lookups in cluster mode
- 4d agoParse ServerParse Server checks write permission first on installation updates
- 4d agoParse ServerParse Server closes field-existence leak via dot notation
- 9d agoParse ServerParse Server drops an extra database read on save
- 10d agoParse ServerParse Server fixes duplicate logs in read-access check
- 12d agoDragonflyi1.40.13: Sidekiq queues placed on the same shard
- 12d agoDragonflyi2.0.5: Fibonacci hashing evens out slot-based sharding
- 12d agoDragonflyi1.40.12: single-shard BLMOVE completes in one hop
- 12d agoDragonflyi2.0.4: slot migration no longer drops writes to empty buckets
- 13d agoDragonflyi2.0.3: storage read-lifetime fix backported
Frequently asked questions
What is the difference between Dragonfly and Parse Server?
They serve adjacent needs but don't currently overlap on shipped themes. Dragonfly and Parse Server are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Dragonfly better than Parse Server?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dragonfly and Parse Server are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). 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 Parse Server?
Top Parse Server alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Parse Server alternatives" section above for the current picks, or visit /alternatives/parse-server for the full list with editorial commentary on each.