nfs-ganesha
NFS-Ganesha is burning through major versions to migrate management onto gRPC
Comparison · Infra & APIs
Daytona vs Dust
A side-by-side editorial comparison of Daytona and Dust — release velocity, themes, recent moves, and the top alternatives to consider.
Daytona vs Dust: at a glance
What is Daytona?
Ten releases in a month, all pointed at making agent sandboxes safe to run in production.
Daytona is shipping every few days through the 0.195–0.204 line, and the releases cluster into four themes: client security (PKCE replacing an embedded client secret, enforced TLS verification, stricter config permissions), cost control over running sandboxes (time-to-live, auto-pause intervals, historical metrics), observability (websocket lifecycle event subscriptions across every SDK), and API ergonomics (typed error codes, pre-signed upload and download URLs, lifecycle-aware listing). Sandbox forking and snapshot creation moved from experimental to stable in 0.202.0, and 0.204.0 adds snapshot operations by name plus outbound proxy configuration at create time.
What is Dust?
Dust doubles down on MCP-native agents with multi-model routing and enterprise guardrails.
Dust is building an MCP-native agent platform with broad model coverage and growing enterprise depth. The May cadence shows parallel investment in agent capability (vision via MCP tools, context compaction, frame editing/export) and operational readiness (audit logs, SIEM streaming, protocol migrations). Mobile is getting a voice-first input redesign.
Daytona vs Dust: editorial side-by-side
Daytona
5.0INFRA · APIS
Ten releases in a month, all pointed at making agent sandboxes safe to run in production.
◆ Current state
Daytona is shipping every few days through the 0.195–0.204 line, and the releases cluster into four themes: client security (PKCE replacing an embedded client secret, enforced TLS verification, stricter config permissions), cost control over running sandboxes (time-to-live, auto-pause intervals, historical metrics), observability (websocket lifecycle event subscriptions across every SDK), and API ergonomics (typed error codes, pre-signed upload and download URLs, lifecycle-aware listing). Sandbox forking and snapshot creation moved from experimental to stable in 0.202.0, and 0.204.0 adds snapshot operations by name plus outbound proxy configuration at create time.
◆ Where it's heading
This is a platform hardening its edges rather than adding new primitives. The pattern — typed errors in every SDK, consistent daemon error codes, name-based instead of ID-only operations — is what a team does when customers have moved from experiments to workloads they need to debug and bill for. Cost and lifetime controls arriving alongside metrics points the same way: the questions being answered are how long a sandbox lives and what it costs, not what it can do.
◆ Prediction
Expect the remaining experimental surfaces to graduate next, with continued parity work so all SDKs expose the same typed errors and events. The outbound proxy and TLS enforcement suggest network policy is the active area, so egress controls are the likely next addition.
Dust
8.8INFRA · APIS
Dust doubles down on MCP-native agents with multi-model routing and enterprise guardrails.
◆ Current state
Dust is building an MCP-native agent platform with broad model coverage and growing enterprise depth. The May cadence shows parallel investment in agent capability (vision via MCP tools, context compaction, frame editing/export) and operational readiness (audit logs, SIEM streaming, protocol migrations). Mobile is getting a voice-first input redesign.
◆ Where it's heading
The product is converging on agents-in-the-enterprise via MCP, with multi-model routing as table stakes. MCP V2 migrations and image returns from MCP tools point to the protocol becoming Dust's integration backbone. The model-refresh cadence — three vendors in 48 hours — suggests model routing is now a core competency, not a feature.
◆ Prediction
Expect more MCP V2 connector migrations and richer MCP return types beyond images. The voice-first mobile input bar likely precedes a deeper voice-mode agent surface.
Alternatives to Daytona and Dust
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 Daytona or Dust.
easybuild
EasyBuild opened itself to third-party plugins and went all-in on AMD GPUs
Casdoor
Casdoor ships a version per commit, and this week's commits are org-boundary checks
NetBox
NetBox spent 4.6's patch cycle paying down GraphQL query cost, release after release
Hotjar
Hotjar's update feed stops in April 2025 — the arc it captures ended mid-sentence.
Tailscale
Tailscale is turning the tailnet into something you provision by API, not configure by hand.
See all Daytona alternatives → · See all Dust alternatives →
Recent activity from Daytona and Dust
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDaytonaSnapshot operations by name and outbound proxy
- 12d agoDaytonaOrg members command and client-side HTTP timeout
- 14d agoDaytonaStable sandbox fork and snapshot creation
- 16d agoDaytonaPre-signed file URLs and typed SDK errors
- 22d agoDaytonaTLS enforcement and configurable Go SDK timeout
- 26d agoDaytonaSandbox TTL support and Python 3.10 floor
- 2mo agoDustCompact mobile input bar goes voice-first
- 2mo agoDustFrames export as PDF or PNG
- 2mo agoDustInline text editing in frames
- 2mo agoDustGemini 3.5 Flash now available
- 2mo agoDustGrok 4.3 upgrade and Anthropic model migrations
- 3mo agoDustAsana MCP update
Frequently asked questions
What is the difference between Daytona and Dust?
They serve adjacent needs but don't currently overlap on shipped themes. Dust is currently shipping more aggressively (velocity 8.8 vs 5.0), with 0 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 Daytona better than Dust?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dust is currently shipping more aggressively (velocity 8.8 vs 5.0), with 0 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 Daytona?
Top Daytona alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Daytona alternatives" section above for the current picks, or visit /alternatives/daytona for the full list with editorial commentary on each.
What are the best alternatives to Dust?
Top Dust alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Dust alternatives" section above for the current picks, or visit /alternatives/dust for the full list with editorial commentary on each.