ToolJet
ToolJet runs two release trains at once, and neither has changed direction in months
Comparison · Infra & APIs
Depot vs ElevenLabs
A side-by-side editorial comparison of Depot and ElevenLabs — release velocity, themes, recent moves, and the top alternatives to consider.
Depot vs ElevenLabs: at a glance
| Feature | Depot | ElevenLabs |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 1 | 1 |
| Top themes | ci-cd, build-acceleration, test-analytics, source-control | voice agents, agent versioning, procedures, telephony |
| Last editorial update | 1d ago | 5d ago |
| Website | — | Visit → |
What is Depot?
Depot is expanding from faster builds into the whole CI stack — tests, source control, and its own metal.
Depot has spent the last month building outward from build acceleration. Test results went generally available with JUnit ingest, org-wide flaky and slow test analytics, and timing-based shard balancing. Underneath that, Depot Metal moved CI and Sandboxes onto bare-metal microVMs the company controls end to end, and Depot Code entered private beta as a diskless git server backed by blob storage. The smaller releases fill in the surrounding surface: Tailscale access to private networks, GitLab OIDC, Datadog CI Visibility, stacked pull requests, and macOS 26 runners on M4.
What is ElevenLabs?
ElevenLabs is rebuilding voice agents as versioned software — branches, drafts, compiles, tests.
ElevenAgents now dominates the changelog, and it ships software-engineering primitives rather than voice features: branches, rebase, merge previews, drafts, and per-test tool mocks. Procedures compile into agent workflows, knowledge bases have crawl jobs and bulk operations, and telephony has widened past Twilio to Exotel and SIP. The speech and music models still advance — Music v2, Speech Engine — but they now read as components sitting under an agent runtime.
Depot vs ElevenLabs: editorial side-by-side
Depot
6.3INFRA · APIS
Depot is expanding from faster builds into the whole CI stack — tests, source control, and its own metal.
◆ Current state
Depot has spent the last month building outward from build acceleration. Test results went generally available with JUnit ingest, org-wide flaky and slow test analytics, and timing-based shard balancing. Underneath that, Depot Metal moved CI and Sandboxes onto bare-metal microVMs the company controls end to end, and Depot Code entered private beta as a diskless git server backed by blob storage. The smaller releases fill in the surrounding surface: Tailscale access to private networks, GitLab OIDC, Datadog CI Visibility, stacked pull requests, and macOS 26 runners on M4.
◆ Where it's heading
Each layer Depot adds is one it previously rented — compute from cloud runners, source hosting from GitHub, test insight from nothing at all. Owning the storage and hypervisor tiers is what makes the performance claims possible, and owning test data is what turns a build accelerator into something that reports on the pipeline rather than just running it faster. The pattern suggests Depot is positioning as the full CI platform, with speed as the entry point rather than the product.
◆ Prediction
Depot Code should move from private to open beta with tighter Depot CI integration, since a git server the company controls is what makes source-aware caching and test selection possible. Expect the test analytics to grow toward selecting which tests to run, not only how to split them.
ElevenLabs
6.3INFRA · APIS
ElevenLabs is rebuilding voice agents as versioned software — branches, drafts, compiles, tests.
◆ Current state
ElevenAgents now dominates the changelog, and it ships software-engineering primitives rather than voice features: branches, rebase, merge previews, drafts, and per-test tool mocks. Procedures compile into agent workflows, knowledge bases have crawl jobs and bulk operations, and telephony has widened past Twilio to Exotel and SIP. The speech and music models still advance — Music v2, Speech Engine — but they now read as components sitting under an agent runtime.
◆ Where it's heading
The company is converging on an agent SDLC: author in a branch, hold changes as drafts, preview the merge, compile, then test against mocked tools. Every release adds another step of that loop rather than another voice. The analytics surface — sentiment scoring, termination reasons, backchannel flags, per-branch call volume — is being built to close the same loop with production evidence.
◆ Prediction
With simulations, tool mocks and is_error failure paths now in place alongside branches and merge previews, the missing piece is a gate: expect evaluation runs that block a branch merge on regression rather than leaving testing as a manual step.
Alternatives to Depot and ElevenLabs
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 Depot or ElevenLabs.
Honeycomb
Honeycomb bets that the agent, not the engineer, should notice the anomaly first
Jenkins
Jenkins is shrinking its own war file and rebuilding its UI, one weekly release at a time
GitHub
Copilot's model roster churns weekly while GitHub quietly rewires policy and billing plumbing
incident.io
Nexus does the diagnosis; the rest is on-call plumbing
werf
Four channels, one fix stream — werf's releases are mostly concurrency repairs.
See all Depot alternatives → · See all ElevenLabs alternatives →
Recent activity from Depot and ElevenLabs
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoDepotmacOS 26 is now the default macOS version for GitHub Actions runners
- 9d agoDepotDepot CI now supports native GitHub stacked pull requests
- 9d agoElevenLabsPer-test tool mocks and a knowledge-base system tool
- 14d agoDepotTest results are now generally available ⚡
- 16d agoElevenLabsProcedure APIs: draft, compile and branch agent behavior ⚡
- 22d agoDepotAI analysis available for all Depot CI workflows and jobs
- 28d agoDepotSplit CI test suites with historical timing data (beta)
- 1mo agoElevenLabsNested agent transfers gain push, pop and replace
- 1mo agoDepotDepot CI now supports Tailscale
- 1mo agoElevenLabsMerge and rebase previews for agent branches
- 1mo agoElevenLabsBranch rebase, plus product and termination filters
- 1mo agoElevenLabsIntroducing Music v2 ⚡
Frequently asked questions
What is the difference between Depot and ElevenLabs?
They serve adjacent needs but don't currently overlap on shipped themes. Depot and ElevenLabs are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 Depot better than ElevenLabs?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Depot and ElevenLabs are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 Depot?
Top Depot alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Depot alternatives" section above for the current picks, or visit /alternatives/depot for the full list with editorial commentary on each.
What are the best alternatives to ElevenLabs?
Top ElevenLabs alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "ElevenLabs alternatives" section above for the current picks, or visit /alternatives/elevenlabs for the full list with editorial commentary on each.