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Auth0 is rebuilding identity around actors that operate on someone else's behalf.
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Apache Arrow Rust alternatives
The best Apache Arrow Rust alternatives in software development tools, ranked by Sparkpulse's velocity_score.
Updated Aug 11, 2026
Looking for the best alternatives to Apache Arrow Rust? Sparkpulse tracks and ranks 12 alternatives in software development tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Apache Arrow Rust shipped 0 meaningful updates in the last 30 days and carries a velocity score of 5.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Apache Arrow Rust
Rust Arrow ships monthly, with release-candidate commits cluttering the feed between them.
arrow-rs is the Rust implementation of Apache Arrow plus the Parquet crates that sit on top of it, and it ships a minor release roughly monthly with a maintenance branch running alongside. The feed interleaves real changelogs with release-candidate tags whose bodies are just the version-bump pull request, so half the entries carry no product information. The substantive work in this window splits between Parquet reader correctness — nested columns across page boundaries, mask filtering across skipped pages — and the ongoing Variant type implementation.
Velocity 5.0 · Last update 1h ago
Top 12 alternatives to Apache Arrow Rust
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
DEVOPS
Betaflight grew a real autopilot: waypoint missions, geofence RTH and MAVLink ground control
DEVOPS
OceanBase is rebuilding itself as a RAG backend without giving up the HTAP story
DEVOPS
Sanity is paying down its runtime weight while wiring agents into the content layer.
DEVOPS
Meilisearch shipped 1.52, then spent the same day reverting most of it.
DEVOPS
Gravity Forms shipped 3.0 with accessibility on by default, then went back to add-on maintenance.
DEVOPS
Jakarta REST implementation in pure maintenance across two parallel branches.
DEVOPS
ROS 2's release feed announces binary packages and tells you almost nothing else.
DEVOPS
Z-Wave driver where the hard problems are now smart locks and device quirks.
DEVOPS
Dapr is running three maintenance branches at once and shipping no new surface.
DEVOPS
Two maintenance branches, patched in lockstep, with release notes that say nothing but a checksum.
DEVOPS
Camunda's 8.10 alpha threads a business ID through every layer of the orchestration stack.
Apache Arrow Rust vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Apache Arrow Rust (baseline) | 5.0 | 0 | apache-arrowrustparquet | — |
| Auth0 | 10.0 | 2 | agent-identitydelegationtoken-exchange | Custom Token Exchange - Session Delegation is now available in Open Early Access |
| Betaflight | 6.3 | 1 | fpvflight-controllerautopilot | Betaflight 2026.6.1 ships AUTOPILOT mode and waypoint missions |
| OceanBase | 6.3 | 1 | distributed-databasehtapvector-search | v4.6.0_CE |
| Sanity | 6.3 | 1 | mcpagentsbundle-size | Sanity UI v4.0.0: Smaller bundles, subpath imports, and a required stylesheet |
| Meilisearch | 6.3 | 0 | search-engineshardingdynamic-search-rules | — |
| Gravity Forms | 6.3 | 0 | wordpressformsaccessibility | — |
| RESTEasy | 5.0 | 0 | jakarta-eerest-apijava | — |
| ROS 2 | 5.0 | 0 | roboticsmiddlewaredistribution | — |
| Z-Wave JS | 5.0 | 0 | z-wavehome-automationsmart-locks | — |
| Dapr | 5.0 | 0 | workflowsactorsmaintenance | — |
| SimpleSAMLphp | 5.0 | 0 | samlidentitysecurity-releases | — |
| Zeebe | 5.0 | 0 | bpmnprocess-orchestrationbusiness-id | — |
The 12 best Apache Arrow Rust alternatives, in depth
1. Auth0 · velocity 10.0
Auth0 is rebuilding identity around actors that operate on someone else's behalf.
Over the last 30 days Auth0 shipped 2 meaningful updates vs Apache Arrow Rust's 0, most recently “Custom Token Exchange - Session Delegation is now available in Open Early Access”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, Auth0 focuses on agent identity, delegation and token exchange.
Over the last 30 days Auth0 has been shipping faster than Apache Arrow Rust — a point in its favour if release momentum matters to you.
Full Auth0 trajectory → · Compare Apache Arrow Rust vs Auth0 →
2. Betaflight · velocity 6.3
Betaflight grew a real autopilot: waypoint missions, geofence RTH and MAVLink ground control.
Over the last 30 days Betaflight shipped 1 meaningful update vs Apache Arrow Rust's 0, most recently “Betaflight 2026.6.1 ships AUTOPILOT mode and waypoint missions”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, Betaflight focuses on fpv, flight controller and autopilot.
Over the last 30 days Betaflight has been shipping faster than Apache Arrow Rust — a point in its favour if release momentum matters to you.
Full Betaflight trajectory → · Compare Apache Arrow Rust vs Betaflight →
3. OceanBase · velocity 6.3
OceanBase is rebuilding itself as a RAG backend without giving up the HTAP story.
Over the last 30 days OceanBase shipped 1 meaningful update vs Apache Arrow Rust's 0, most recently “v4.6.0_CE”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, OceanBase focuses on distributed database, htap and vector search.
Over the last 30 days OceanBase has been shipping faster than Apache Arrow Rust — a point in its favour if release momentum matters to you.
Full OceanBase trajectory → · Compare Apache Arrow Rust vs OceanBase →
4. Sanity · velocity 6.3
Sanity is paying down its runtime weight while wiring agents into the content layer.
Over the last 30 days Sanity shipped 1 meaningful update vs Apache Arrow Rust's 0, most recently “Sanity UI v4.0.0: Smaller bundles, subpath imports, and a required stylesheet”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, Sanity focuses on mcp, agents and bundle size.
Over the last 30 days Sanity has been shipping faster than Apache Arrow Rust — a point in its favour if release momentum matters to you.
Full Sanity trajectory → · Compare Apache Arrow Rust vs Sanity →
5. Meilisearch · velocity 6.3
Meilisearch shipped 1.52, then spent the same day reverting most of it.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, Meilisearch focuses on search engine, sharding and dynamic search rules.
Meilisearch and Apache Arrow Rust have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Meilisearch trajectory → · Compare Apache Arrow Rust vs Meilisearch →
6. Gravity Forms · velocity 6.3
Gravity Forms shipped 3.0 with accessibility on by default, then went back to add-on maintenance.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, Gravity Forms focuses on wordpress, forms and accessibility.
Gravity Forms and Apache Arrow Rust have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Gravity Forms trajectory → · Compare Apache Arrow Rust vs Gravity Forms →
7. RESTEasy · velocity 5.0
Jakarta REST implementation in pure maintenance across two parallel branches.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, RESTEasy focuses on jakarta ee, rest api and java.
RESTEasy and Apache Arrow Rust have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full RESTEasy trajectory → · Compare Apache Arrow Rust vs RESTEasy →
8. ROS 2 · velocity 5.0
ROS 2's release feed announces binary packages and tells you almost nothing else.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, ROS 2 focuses on robotics, middleware and distribution.
ROS 2 and Apache Arrow Rust have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ROS 2 trajectory → · Compare Apache Arrow Rust vs ROS 2 →
9. Z-Wave JS · velocity 5.0
Z-Wave driver where the hard problems are now smart locks and device quirks.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, Z-Wave JS focuses on z wave, home automation and smart locks.
Z-Wave JS and Apache Arrow Rust have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Z-Wave JS trajectory → · Compare Apache Arrow Rust vs Z-Wave JS →
10. Dapr · velocity 5.0
Dapr is running three maintenance branches at once and shipping no new surface.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, Dapr focuses on workflows, actors and maintenance.
Dapr and Apache Arrow Rust have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Dapr trajectory → · Compare Apache Arrow Rust vs Dapr →
11. SimpleSAMLphp · velocity 5.0
Two maintenance branches, patched in lockstep, with release notes that say nothing but a checksum.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, SimpleSAMLphp focuses on saml, identity and security releases.
SimpleSAMLphp and Apache Arrow Rust have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full SimpleSAMLphp trajectory → · Compare Apache Arrow Rust vs SimpleSAMLphp →
12. Zeebe · velocity 5.0
Camunda's 8.10 alpha threads a business ID through every layer of the orchestration stack.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Arrow Rust leans on apache arrow, rust and parquet, Zeebe focuses on bpmn, process orchestration and business id.
Zeebe and Apache Arrow Rust have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Zeebe trajectory → · Compare Apache Arrow Rust vs Zeebe →
Frequently asked questions
What are the best alternatives to Apache Arrow Rust?
The top Apache Arrow Rust alternatives we currently track in software development tools are Auth0, Betaflight, OceanBase, Sanity, Meilisearch, ranked by recent ship velocity.
How is this list of Apache Arrow Rust alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache Arrow Rust directly with one of these alternatives?
Yes — every card has a "Compare with Apache Arrow Rust" link to a side-by-side /compare page.