DEVOPS
Security and governance controls catch up to the Copilot build-out
Alternatives · software development tools
Slurm alternatives
The best Slurm alternatives in software development tools, ranked by Sparkpulse's velocity_score.
Updated Aug 20, 2026
Looking for the best alternatives to Slurm? 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, Slurm shipped 0 meaningful updates in the last 30 days and carries a velocity score of 2.5 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Slurm
Two supported branches, both absorbing the aftershocks of the 26.05 identity change.
Slurm is maintaining the 26.05 and 25.11 lines in parallel, and both are running fix-only. The 26.05 point releases are still cleaning up after the major release that made SLUID the default identity and added an in-tree TLS path: 26.05.1 repaired upgrade and mixed-version job handling, 26.05.2 restored the option to use job IDs in cgroup paths, and 26.05.3 clears srun completion hangs, a QOS-preemption segfault, and several slurmctld crash paths.
Velocity 2.5 · Last update 5d ago
Top 12 alternatives to Slurm
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
DEVOPS
Appwrite keeps reworking its own plumbing — Go CLI, SquashFS mounts, and an MCP layer that refreshes itself
INFRA · APIS
Auth0 hands tenants a throttle on their own noisy apps
DEVOPS
Speakeasy stopped inventorying MCP servers and started adjudicating them.
DEVOPS
Workato is dismantling the assumptions that tied a Genie to one chat window at a time.
DEVOPS
Browser Use agents can now run on a schedule and work ahead of you, stopping only to get approval
DEVOPS
Sanity ships across every package at once, and the agent-facing surface moves fastest.
DEVOPS
The 29.0 line is stabilizing in public; 29.1 opens with load-tool work rather than engine work.
DEVOPS
WeWeb is turning the apps it builds into AI products, and metering the AI as it goes.
DEVOPS
Liquidsoap opens its 2.5 line with subtitles as a first-class content type and a streaming server of its own
DEVOPS
QuestDB 10.0 collapses ingest and egress into one binary protocol, then aims at agent-run notebooks.
DEVOPS
Sonic added real relevance ranking — and a benchmark to measure it.
Slurm 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 |
|---|---|---|---|---|
| Slurm (baseline) | 2.5 | 0 | hpc-schedulerstabilityregression-fixes | Slurm 26.05 ships SLUID identity and an in-tree TLS path |
| GitHub | 10.0 | 0 | copilotenterprise-governancecode-scanning | — |
| Appwrite | 10.0 | 0 | backend-as-a-servicemcpperformance | — |
| Auth0 | 10.0 | 1 | identityrate-limitingagent-identity | Custom Token Exchange - Session Delegation is now available in Open Early Access |
| Speakeasy | 10.0 | 1 | ai-governanceshadow-mcppolicy-enforcement | Approve or deny MCP servers with gathered evidence, and pause risk policies without deleting them |
| Workato | 8.8 | 1 | agent-runtimegeniesheadless-api | Agentic Headless API — Deploy Genies Anywhere |
| Browser Use | 7.5 | 2 | browser agentsscheduled automationagent autonomy | Scheduled V4 Agents, Agency Skill & Model Picker Updates |
| Sanity | 7.5 | 0 | headless-cmsmcpai-agents | — |
| Manticore Search | 6.3 | 1 | search engineshardingpatch cadence | Manticore 29.0 makes sharded tables operable and changes the SHARD_WRITE protocol |
| WeWeb | 6.3 | 1 | ai-integrationsbackend-workflowsno-code | 🤖 Add AI features to your app with new AI integrations |
| Liquidsoap | 6.3 | 1 | audio-streamingsubtitlesicecast | Subtitles become a content type and Liquidsoap ships its own Icecast server |
| QuestDB | 6.3 | 1 | time-serieswire-protocolapache-arrow | QuestDB 10.0: QWP, one binary streaming protocol for writes and Arrow reads |
| Sonic | 6.3 | 1 | search-indexrustbm25-ranking | BM25 relevance scoring lands; config rename breaks upgrades |
The 12 best Slurm alternatives, in depth
1. GitHub · velocity 10.0
Security and governance controls catch up to the Copilot build-out.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, GitHub focuses on copilot, enterprise governance and code scanning.
GitHub and Slurm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. Appwrite · velocity 10.0
Appwrite keeps reworking its own plumbing — Go CLI, SquashFS mounts, and an MCP layer that refreshes itself.
Its velocity score of 10.0/10 reflects longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, Appwrite focuses on backend as a service, mcp and performance.
Appwrite and Slurm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. Auth0 · velocity 10.0
Auth0 hands tenants a throttle on their own noisy apps.
Over the last 30 days Auth0 shipped 1 meaningful update vs Slurm'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 Slurm leans on hpc scheduler, stability and regression fixes, Auth0 focuses on identity, rate limiting and agent identity.
Over the last 30 days Auth0 has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
4. Speakeasy · velocity 10.0
Speakeasy stopped inventorying MCP servers and started adjudicating them.
Over the last 30 days Speakeasy shipped 1 meaningful update vs Slurm's 0, most recently “Approve or deny MCP servers with gathered evidence, and pause risk policies without deleting them”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, Speakeasy focuses on ai governance, shadow mcp and policy enforcement.
Over the last 30 days Speakeasy has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
5. Workato · velocity 8.8
Workato is dismantling the assumptions that tied a Genie to one chat window at a time.
Over the last 30 days Workato shipped 1 meaningful update vs Slurm's 0, most recently “Agentic Headless API — Deploy Genies Anywhere”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, Workato focuses on agent runtime, genies and headless api.
Over the last 30 days Workato has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
6. Browser Use · velocity 7.5
Browser Use agents can now run on a schedule and work ahead of you, stopping only to get approval.
Over the last 30 days Browser Use shipped 2 meaningful updates vs Slurm's 0, most recently “Scheduled V4 Agents, Agency Skill & Model Picker Updates”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, Browser Use focuses on browser agents, scheduled automation and agent autonomy.
Over the last 30 days Browser Use has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
Full Browser Use trajectory → · Compare Slurm vs Browser Use →
7. Sanity · velocity 7.5
Sanity ships across every package at once, and the agent-facing surface moves fastest.
Its velocity score of 7.5/10 reflects longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, Sanity focuses on headless cms, mcp and ai agents.
Sanity and Slurm have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. Manticore Search · velocity 6.3
The 29.0 line is stabilizing in public; 29.1 opens with load-tool work rather than engine work.
Over the last 30 days Manticore Search shipped 1 meaningful update vs Slurm's 0, most recently “Manticore 29.0 makes sharded tables operable and changes the SHARD_WRITE protocol”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, Manticore Search focuses on search engine, sharding and patch cadence.
Over the last 30 days Manticore Search has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
Full Manticore Search trajectory → · Compare Slurm vs Manticore Search →
9. WeWeb · velocity 6.3
WeWeb is turning the apps it builds into AI products, and metering the AI as it goes.
Over the last 30 days WeWeb shipped 1 meaningful update vs Slurm's 0, most recently “🤖 Add AI features to your app with new AI integrations”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, WeWeb focuses on ai integrations, backend workflows and no code.
Over the last 30 days WeWeb has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
10. Liquidsoap · velocity 6.3
Liquidsoap opens its 2.5 line with subtitles as a first-class content type and a streaming server of its own.
Over the last 30 days Liquidsoap shipped 1 meaningful update vs Slurm's 0, most recently “Subtitles become a content type and Liquidsoap ships its own Icecast server”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, Liquidsoap focuses on audio streaming, subtitles and icecast.
Over the last 30 days Liquidsoap has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
Full Liquidsoap trajectory → · Compare Slurm vs Liquidsoap →
11. QuestDB · velocity 6.3
QuestDB 10.0 collapses ingest and egress into one binary protocol, then aims at agent-run notebooks.
Over the last 30 days QuestDB shipped 1 meaningful update vs Slurm's 0, most recently “QuestDB 10.0: QWP, one binary streaming protocol for writes and Arrow reads”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, QuestDB focuses on time series, wire protocol and apache arrow.
Over the last 30 days QuestDB has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
12. Sonic · velocity 6.3
Sonic added real relevance ranking — and a benchmark to measure it.
Over the last 30 days Sonic shipped 1 meaningful update vs Slurm's 0, most recently “BM25 relevance scoring lands; config rename breaks upgrades”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Slurm leans on hpc scheduler, stability and regression fixes, Sonic focuses on search index, rust and bm25 ranking.
Over the last 30 days Sonic has been shipping faster than Slurm — a point in its favour if release momentum matters to you.
Frequently asked questions
What are the best alternatives to Slurm?
The top Slurm alternatives we currently track in software development tools are GitHub, Appwrite, Auth0, Speakeasy, Workato, ranked by recent ship velocity.
How is this list of Slurm alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Slurm directly with one of these alternatives?
Yes — every card has a "Compare with Slurm" link to a side-by-side /compare page.