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Comparison · Infra & APIs

Dragonfly vs Shuffle

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

Dragonfly vs Shuffle: at a glance

FeatureDragonflyShuffle
SectorInfra & APIsInfra & APIs
Velocity score5.05.0
Sparks · 30d00
Top themesin-memory datastore, observability, replication, clusteringsecurity-automation, soar, open-source, ai-agents
Last editorial update8d ago8h ago
WebsiteVisit →Visit →

What is Dragonfly?

Dragonfly opens a 2.1 line with metrics that explain why replicas drop.

Dragonfly tagged v2.1.0 on November 4, exporting snapshot counters, a save-in-progress gauge and replica disconnects labeled closed, error or timeout. Before, a replica dropped for stalling was indistinguishable from one whose connection simply closed. The 1.40 and 2.0 lines keep getting small cluster-mode fixes, including faster GetSlotInfo and slot migration that no longer drops writes.

Read the full Dragonfly trajectory →

What is Shuffle?

Shuffle tags builds almost daily, but the notes are empty.

Shuffle has tagged six 2.3.1 builds since November 3: release candidates 4 to 6 and three nightly builds. Only rc4 lists a change, a fix for a frontend crash; the rest link to commit comparisons. The more substantive rc1 in October handled AI agent actions in hybrid worker setups.

Read the full Shuffle trajectory →

Dragonfly vs Shuffle: editorial side-by-side

D
Dragonfly
INFRA · APIS
5.0

Dragonfly opens a 2.1 line with metrics that explain why replicas drop.

◆ Current state

Dragonfly tagged v2.1.0 on November 4, exporting snapshot counters, a save-in-progress gauge and replica disconnects labeled closed, error or timeout. Before, a replica dropped for stalling was indistinguishable from one whose connection simply closed. The 1.40 and 2.0 lines keep getting small cluster-mode fixes, including faster GetSlotInfo and slot migration that no longer drops writes.

◆ Where it's heading

Dragonfly is maturing for production operations: the 2.0 line fixed cluster correctness, and 2.1 starts by making replication and persistence observable from Prometheus. The project says it prefers small incremental features, so 2.1 will likely grow the same way.

◆ Prediction

More metrics and cluster-mode fixes on 2.1, with 1.40 and 2.0 still getting backports for a while.

S
Shuffle
INFRA · APIS
5.0

Shuffle tags builds almost daily, but the notes are empty.

◆ Current state

Shuffle has tagged six 2.3.1 builds since November 3: release candidates 4 to 6 and three nightly builds. Only rc4 lists a change, a fix for a frontend crash; the rest link to commit comparisons. The more substantive rc1 in October handled AI agent actions in hybrid worker setups.

◆ Where it's heading

The project is iterating toward 2.3.1 with frequent builds, and the October notes show the work is about making AI agent steps run reliably in workflows. The empty release notes make it hard to see what each build changes.

◆ Prediction

A 2.3.1 final release looks close given the run of release candidates and nightlies, though the entries do not say what it will contain beyond fixes.

Alternatives to Dragonfly and Shuffle

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 Shuffle.

See all Dragonfly alternatives → · See all Shuffle alternatives →

Recent activity from Dragonfly and Shuffle

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

  1. 1d agoShuffleShuffle 2.3.1 nightly build, no notes
  2. 2d agoShuffleShuffle 2.3.1 nightly build, no notes
  3. 3d agoShuffleShuffle nightly build after 2.3.1 RC6
  4. 8d agoShuffleShuffle 2.3.1 RC6, no notes
  5. 9d agoDragonflyDragonfly 2.1.0 exports snapshot and replica-disconnect metrics
  6. 10d agoShuffleShuffle 2.3.1 RC5, no notes
  7. 10d agoShuffleShuffle 2.3.1 RC4 fixes a frontend crash
  8. 14d agoDragonflyi2.0.6: faster slot info lookups in cluster mode
  9. 23d agoDragonflyi1.40.13: Sidekiq queues placed on the same shard
  10. 24d agoDragonflyi2.0.5: Fibonacci hashing evens out slot-based sharding
  11. 24d agoDragonflyi1.40.12: single-shard BLMOVE completes in one hop
  12. 24d agoDragonflyi2.0.4: slot migration no longer drops writes to empty buckets

Frequently asked questions

What is the difference between Dragonfly and Shuffle?

They serve adjacent needs but don't currently overlap on shipped themes. Dragonfly and Shuffle 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 Shuffle?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dragonfly and Shuffle 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 Shuffle?

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