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Comparison · Infra & APIs
Dagger vs Lima
A side-by-side editorial comparison of Dagger and Lima — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:developer-tooling
Dagger vs Lima: at a glance
What is Dagger?
Dagger now runs the engines for you and reports CI per test, not per job.
Dagger's recent changelog holds two product moves. Cloud Engines, in September, are hosted engines with scale-out, distributed cache and observability, billed only for resources used, with Dagger claiming repeat work costs 5× less. Test-native CI, in October, tracks individual tests, so a failure names the test and only that test is run again. Around them sit cache and plumbing changes, including COPY steps that depend only on the files they copy and SSH-mounted remote filesystems.
What is Lima?
Lima 2.3 nears release, with a Windows path that drops QEMU and a new TUI
Lima v2.3.0-rc.0 is out with an experimental HCS driver that removes the QEMU dependency on Windows hosts, block device attachment for VZ guests on macOS, and experimental shared, host and bridged networks on Linux hosts. limactl menu adds a menu-based interface, which now opens when limactl runs on a terminal without arguments. The default Ubuntu template moves to 26.10.
Dagger vs Lima: editorial side-by-side
Dagger
2.5INFRA · APIS
Dagger now runs the engines for you and reports CI per test, not per job.
◆ Current state
Dagger's recent changelog holds two product moves. Cloud Engines, in September, are hosted engines with scale-out, distributed cache and observability, billed only for resources used, with Dagger claiming repeat work costs 5× less. Test-native CI, in October, tracks individual tests, so a failure names the test and only that test is run again. Around them sit cache and plumbing changes, including COPY steps that depend only on the files they copy and SSH-mounted remote filesystems.
◆ Where it's heading
Both moves rest on the same idea: treat the pipeline as a graph Dagger can see into, then avoid repeating work. A layer cache that survives unrelated file changes, per-test reruns and a distributed cache all reduce what a run must redo. Cloud Engines turn that saving into something sold, the one metered offering in these entries.
◆ Prediction
Expect Test-native CI and Cloud Engines to converge, with per-test reruns offered through hosted engines. That link is inferred from the two launches; the entries neither state it nor give pricing detail.
Lima
5.0INFRA · APIS
Lima 2.3 nears release, with a Windows path that drops QEMU and a new TUI
◆ Current state
Lima v2.3.0-rc.0 is out with an experimental HCS driver that removes the QEMU dependency on Windows hosts, block device attachment for VZ guests on macOS, and experimental shared, host and bridged networks on Linux hosts. limactl menu adds a menu-based interface, which now opens when limactl runs on a terminal without arguments. The default Ubuntu template moves to 26.10.
◆ Where it's heading
The any-guest, any-host direction now reaches all three desktop platforms in one release, and each host gets a feature suited to its own virtualization stack. The menu interface is a different kind of addition: it aims at people who do not want to memorize the CLI. LFX mentees and outside contributors continue to carry much of this work, and the project's experimental-first labeling still applies to the biggest items.
◆ Prediction
A 2.3.0 final is the next step after rc.0. The HCS driver and Linux network modes should stay experimental there, following the pattern earlier platform additions took.
Alternatives to Dagger and Lima
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 Dagger or Lima.
k0s
k0s opens its 1.37 line while security fixes ride the older branches.
Grype
Grype widens distro accuracy while each release clears its own dependency advisories.
BorgBackup
Borg 2.0 beta 25 breaks repositories to swap its hash and repository format.
CrowdSec
CrowdSec's 1.8.2 candidates let operators write their own bot fingerprints.
AdGuard Home
AdGuard Home renames its next release: the 0.108 beta line becomes v1.0.0.
Recent activity from Dagger and Lima
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoLima2.3.0-rc.0: HCS on Windows, VZ block devices, limactl menu
- 11d agoDaggerTest-native CI
- 29d agoLima2.3.0-beta.1: VZ block devices and native Windows OpenSSH
- 1mo agoDaggerCloud Engines
- 2mo agoLima2.3.0-beta.0: an experimental HCS driver for Windows hosts
- 2mo agoDaggerRemote filesystems over SSH
- 3mo agoDaggerDockerfile builds keep their layer cache
- 3mo agoLima2.2.0-rc.0: Windows 11 guests and a sudo opt-out
- 4mo agoLima2.2.0-beta.0: Windows Server 2025 guests and TPM emulation
- 4mo agoDaggerUse a service as an image registry
- 5mo agoDaggerCross-language interfaces
- 6mo agoLima2.1.2-beta.0: CLI mount and rsync path fixes
Frequently asked questions
What is the difference between Dagger and Lima?
Both compete on the same themes — developer-tooling — within Infra & APIs. Lima is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Dagger better than Lima?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Lima is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Dagger?
Top Dagger alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Dagger alternatives" section above for the current picks, or visit /alternatives/dagger for the full list with editorial commentary on each.
What are the best alternatives to Lima?
Top Lima alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Lima alternatives" section above for the current picks, or visit /alternatives/lima for the full list with editorial commentary on each.