Knock
Knock is pushing its agent into more surfaces while making notification config a no-engineering job.
Comparison · Infra & APIs
Elasticsearch vs Depot
A side-by-side editorial comparison of Elasticsearch and Depot — release velocity, themes, recent moves, and the top alternatives to consider.
Elasticsearch vs Depot: at a glance
| Feature | Elasticsearch | Depot |
|---|---|---|
| Sector | Infra & APIs, Analytics | Infra & APIs |
| Velocity score | 6.3 | 8.8 |
| Sparks · 30d | 0 | 1 |
| Top themes | observability, prometheus-compatibility, ai-agents, workflows-ga | ci, devtools, api-and-cli, test-analytics |
| Last editorial update | 10d ago | 1d ago |
| Website | Visit → | — |
What is Elasticsearch?
Elastic 9.4 pushes into observability metrics and AI orchestration on a single release.
Elastic Stack is shipping on four maintenance lines (8.19, 9.2, 9.3, 9.4) with the 9.4 minor as the active feature train. The 9.4 release lands native Prometheus and PromQL support, promotes Workflows to GA, and expands the Agent Builder. The 8.19 and 9.2/9.3 lines are receiving routine backport bugfix releases in parallel.
What is Depot?
Depot keeps turning its CI product into something you can drive entirely from an API or an agent.
Depot has grown from a build accelerator into a fuller CI platform. The last month added programmatic control with the API and CLI now GA, JUnit test-result ingestion with flaky detection, durable cache disks, and an AI assistant (Sherlock) that reads run context. Most of these are CI-platform table stakes Depot was missing rather than novel bets.
Elasticsearch vs Depot: editorial side-by-side
Elasticsearch
6.3INFRA · APISANALYTICS
Elastic 9.4 pushes into observability metrics and AI orchestration on a single release.
◆ Current state
Elastic Stack is shipping on four maintenance lines (8.19, 9.2, 9.3, 9.4) with the 9.4 minor as the active feature train. The 9.4 release lands native Prometheus and PromQL support, promotes Workflows to GA, and expands the Agent Builder. The 8.19 and 9.2/9.3 lines are receiving routine backport bugfix releases in parallel.
◆ Where it's heading
Two narratives run simultaneously: observability expansion via first-class Prometheus compatibility and TSDB work, and AI-platform expansion via Workflows GA and Agent Builder. Both push Elastic past 'search engine' framing — observability into Grafana/Mimir/Datadog territory, AI into the retrieval-and-orchestration layer for agentic systems.
◆ Prediction
Expect 9.5 to deepen Workflows orchestration primitives and broaden PromQL semantic coverage, with backport churn on 8.19 continuing as the long-tail LTS. Agent Builder will likely pick up evaluation and observability features to compete more directly with LangChain/LangGraph-style tooling.
Depot
8.8INFRA · APIS
Depot keeps turning its CI product into something you can drive entirely from an API or an agent.
◆ Current state
Depot has grown from a build accelerator into a fuller CI platform. The last month added programmatic control with the API and CLI now GA, JUnit test-result ingestion with flaky detection, durable cache disks, and an AI assistant (Sherlock) that reads run context. Most of these are CI-platform table stakes Depot was missing rather than novel bets.
◆ Where it's heading
The throughline is making Depot CI scriptable and observable end to end: every dashboard action now has an API and CLI equivalent reading from one OpenAPI contract, and runs carry richer metadata for test analytics and AI diagnosis. Depot is closing the feature gap with established CI vendors while leaning on its compute and caching roots for differentiation.
◆ Prediction
Expect the beta features (cache disks, test results) to reach GA and the Sherlock assistant to take on more remediation, given the steady cadence of agent- and API-facing work.
Alternatives to Elasticsearch and Depot
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 Elasticsearch or Depot.
Presto
PrestoDB ships steady minor releases, but the feed surfaces little beyond version tags.
Coder
Coder ships a coordinated, breaking security wave across every supported branch.
Vercel
Vercel turns AI Gateway into a neutral switchboard for models — and now agent harnesses.
GitHub
GitHub keeps folding agents into the core dev loop while polishing CLI and Actions plumbing.
Buildkite
Buildkite is turning its MCP server into an action layer, positioning CI for autonomous agents.
See all Elasticsearch alternatives → · See all Depot alternatives →
Recent activity from Elasticsearch and Depot
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoDepotDurable cache disks for Depot CI jobs are now available in beta
- 9d agoDepotDepot CI API and CLI are now generally available ⚡
- 10d agoDepotSSH into Depot CI sandboxes now uses exec.depot.dev
- 11d agoDepotTest results for your CI jobs are now available in beta
- 12d agoDepotExplore Depot CI activity by repository and workflow
- 12d agoDepotDepot CI now supports link-local IPv6
- 1mo agoElasticsearchElastic Stack 9.4.1 released
- 1mo agoElasticsearchElastic 9.4: Workflows GA, Agent Builder updates, and Prometheus/PromQL support ⚡
- 1mo agoElasticsearchElastic Stack 9.2.8 released
- 1mo agoElasticsearchElastic Stack 8.19.15 released
- 1mo agoElasticsearchElastic Stack 9.3.4 released
- 1mo agoElasticsearchElastic Stack 9.3.3 released
Frequently asked questions
What is the difference between Elasticsearch and Depot?
They serve adjacent needs but don't currently overlap on shipped themes. Depot is currently shipping more aggressively (velocity 8.8 vs 6.3), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Elasticsearch better than Depot?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Depot is currently shipping more aggressively (velocity 8.8 vs 6.3), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Elasticsearch?
Top Elasticsearch alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Elasticsearch alternatives" section above for the current picks, or visit /alternatives/elasticsearch for the full list with editorial commentary on each.
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.