Drizzle ORM
Drizzle's v1.0 release candidates land a JIT mapper rework, new codecs, and a breaking casing API
Comparison · Infra & APIs
Dub vs Depot
A side-by-side editorial comparison of Dub and Depot — release velocity, themes, recent moves, and the top alternatives to consider.
Dub vs Depot: at a glance
| Feature | Dub | Depot |
|---|---|---|
| Sector | Infra & APIs | Infra & APIs |
| Velocity score | 0.0 | 7.5 |
| Sparks · 30d | 0 | 1 |
| Top themes | partner programs, affiliate marketing, link management, attribution | ci-cd, container-builds, agent-compute, sandboxes |
| Last editorial update | 1mo ago | 5d ago |
| Website | — | — |
What is Dub?
Dub keeps building Dub Partners into a serious partner-program OS — staggered rewards, group rules, analytics depth.
Dub is in a sustained build-out of Dub Partners alongside the original link product. The recent window added staggered reward durations (e.g. 25% for the first 12 months, 10% after), automatic group moves when partners hit performance milestones with audit history, bulk partner invites with customizable emails, multi/negative analytics filters across partners and links, Stripe free-trial tracking as lead events, and Viewer/Billing workspace roles for finer-grained access.
What is Depot?
Depot turns its build-acceleration compute into a metered backend for AI agents.
Depot is shipping fast across two fronts: hardening its CI platform and opening its compute to AI workloads. Recent CI work includes native step retries, durable cache disks, and a generally available API and CLI with full dashboard parity. On the AI front it added SOCI v2 to cut startup time for large CUDA and PyTorch images and launched a Sandbox SDK to run untrusted or agent-generated code in ephemeral, billed sandboxes.
Dub vs Depot: editorial side-by-side
Dub
0.0INFRA · APIS
Dub keeps building Dub Partners into a serious partner-program OS — staggered rewards, group rules, analytics depth.
◆ Current state
Dub is in a sustained build-out of Dub Partners alongside the original link product. The recent window added staggered reward durations (e.g. 25% for the first 12 months, 10% after), automatic group moves when partners hit performance milestones with audit history, bulk partner invites with customizable emails, multi/negative analytics filters across partners and links, Stripe free-trial tracking as lead events, and Viewer/Billing workspace roles for finer-grained access.
◆ Where it's heading
The partner program is becoming the gravity well. Each release either deepens program operators' control (commission shapes, automated tiering, role-based access) or improves the analytics layer that justifies those decisions. The Stripe trial tracking suggests Dub wants to own the full attribution chain from click to subscription, not just clicks. Cadence is steady and clearly themed.
◆ Prediction
Expect more commission/tiering primitives — bonuses, tier overrides, retroactive adjustments — and tighter Stripe/attribution coupling that handles refunds and churn natively. A formal marketplace for discovering vetted partners is plausible once individual-partner-page features mature.
Depot
7.5INFRA · APIS
Depot turns its build-acceleration compute into a metered backend for AI agents.
◆ Current state
Depot is shipping fast across two fronts: hardening its CI platform and opening its compute to AI workloads. Recent CI work includes native step retries, durable cache disks, and a generally available API and CLI with full dashboard parity. On the AI front it added SOCI v2 to cut startup time for large CUDA and PyTorch images and launched a Sandbox SDK to run untrusted or agent-generated code in ephemeral, billed sandboxes.
◆ Where it's heading
Depot is extending from build and CI acceleration toward being a general compute backend for agents. The Sandbox SDK, the agent-friendly GA API, and ML-image startup optimizations point the same way: sell fast, isolated, metered compute that AI tools and pipelines can drive programmatically. The CI improvements keep the core product sticky while the platform broadens.
◆ Prediction
Expect the Sandbox SDK to move toward general availability with more language and filesystem surface, and continued convergence of CI and sandbox compute under one metered, API-first platform.
Alternatives to Dub 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 Dub or Depot.
Warp
Warp drops the terminal framing to bet on cloud software factories and agent orchestration
Unleash
Unleash leans hard into AI-agent governance and self-hosting as its crawled feed fills with thought-leadership.
GitHub
GitHub spends the week hardening enterprise governance and supply-chain security.
Resend
Resend keeps widening from a raw email API into agent-native tooling and audience management.
Daytona
Very high-cadence sandbox infra building the primitives agents need to run code
Recent activity from Dub and Depot
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 8d agoDepotSOCI v2 support for Depot container builds
- 9d agoDepotSandbox SDK is now available in private beta ⚡
- 15d agoDepotNative step retries in Depot CI
- 17d agoDepotDurable cache disks for Depot CI jobs are now available in beta
- 23d agoDepotDepot CI API and CLI are now generally available
- 24d agoDepotSSH into Depot CI sandboxes now uses exec.depot.dev
- 3mo agoDubStaggered reward durations
- 3mo agoDubGroup move rules
- 3mo agoDubBulk invite partners (and other updates)
- 4mo agoDubAdvanced analytics filters
- 4mo agoDubSupport for tracking Stripe free trials
- 5mo agoDubBetter security with the new viewer and billing roles
Frequently asked questions
What is the difference between Dub and Depot?
They serve adjacent needs but don't currently overlap on shipped themes. Depot is currently shipping more aggressively (velocity 7.5 vs 0.0), 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 Dub better than Depot?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Depot is currently shipping more aggressively (velocity 7.5 vs 0.0), 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 Dub?
Top Dub alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Dub alternatives" section above for the current picks, or visit /alternatives/dub 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.