Windmill
A workflow engine where the AI builds the scripts and the enterprise gates come down
Comparison · Infra & APIs
Windsurf vs VictoriaMetrics
A side-by-side editorial comparison of Windsurf and VictoriaMetrics — release velocity, themes, recent moves, and the top alternatives to consider.
Windsurf vs VictoriaMetrics: at a glance
What is Windsurf?
Windsurf is being rebuilt as Devin's front end — the IDE now ships the agent, the CLI, and the reviewer.
Every substantive item in this window is a Devin capability arriving inside Windsurf under the existing subscription: the Devin local agent, Devin for Terminal as a Rust CLI, and now Devin Review and Quick Review for checking AI-written code. The editor's own releases are increasingly about managing agents rather than editing text, with an Agent Command Center inbox, session sorting, and switching performance. Frontier models — Opus 4.7, GPT-5.5, SWE-1.6 — are added as routine availability notes.
What is VictoriaMetrics?
Five of six VictoriaMetrics entries are scraped GitHub page furniture; one is a real LTS patch.
The feed is largely broken. Entries titled Appearance settings, Code security, Secret protection, SUPPORT & SERVICES and Enterprise platform are fragments of GitHub.com navigation chrome, most with no source URL and one pointing at docs.github.com. The single genuine release is v1.136.6 on the v1.136.x LTS line, carrying an Alpine base-image upgrade from 3.23.3 to 3.23.4 and bugfixes shared with the community build.
Windsurf vs VictoriaMetrics: editorial side-by-side
Windsurf
0.0INFRA · APIS
Windsurf is being rebuilt as Devin's front end — the IDE now ships the agent, the CLI, and the reviewer.
◆ Current state
Every substantive item in this window is a Devin capability arriving inside Windsurf under the existing subscription: the Devin local agent, Devin for Terminal as a Rust CLI, and now Devin Review and Quick Review for checking AI-written code. The editor's own releases are increasingly about managing agents rather than editing text, with an Agent Command Center inbox, session sorting, and switching performance. Frontier models — Opus 4.7, GPT-5.5, SWE-1.6 — are added as routine availability notes.
◆ Where it's heading
The IDE is becoming one surface among several onto a shared agent harness that also runs in the terminal and in the cloud, with sessions handed between them. The review tooling signals where the bottleneck has moved: once agents write most of the code, the scarce capacity is checking it, so Cognition is shipping the reviewer alongside the writer. Bundling all of it into one subscription rather than pricing per agent is the commercial posture.
◆ Prediction
Expect the agent inbox to keep absorbing IDE surface — more parallel sessions, review as a gate on agent output — and further parity between the terminal, cloud, and editor entry points.
VictoriaMetrics
0.0INFRA · APISANALYTICS
Five of six VictoriaMetrics entries are scraped GitHub page furniture; one is a real LTS patch.
◆ Current state
The feed is largely broken. Entries titled Appearance settings, Code security, Secret protection, SUPPORT & SERVICES and Enterprise platform are fragments of GitHub.com navigation chrome, most with no source URL and one pointing at docs.github.com. The single genuine release is v1.136.6 on the v1.136.x LTS line, carrying an Alpine base-image upgrade from 3.23.3 to 3.23.4 and bugfixes shared with the community build.
◆ Where it's heading
What can be read from one real entry is maintenance discipline: a 12-month-supported LTS branch getting security and defect backports that also land in the community release. Product direction cannot be read from this feed at all until the crawl source is corrected.
◆ Prediction
Expect continued v1.136.x patch releases on the LTS support cadence. Any claim about feature direction would not be grounded in these entries.
Alternatives to Windsurf and VictoriaMetrics
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 Windsurf or VictoriaMetrics.
Pressable
Pressable is shipping near-daily, and MCP is being maintained as a peer surface to its API.
Cosmic
Cosmic retired AI Studio and gave its agents goals — the CMS is becoming an agent runtime.
Pipedream
Pipedream put OAuth on its 10,000-tool MCP server and annotated every tool read or write.
Buildkite
Buildkite is forcing a major agent upgrade and handing agents a shortcut through failures.
Statsig
Statsig is packaging its own workflows as skills for someone else's agent to run.
See all Windsurf alternatives → · See all VictoriaMetrics alternatives →
Recent activity from Windsurf and VictoriaMetrics
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2mo agoWindsurfAgent Command Center (v2.2.17)
- 2mo agoWindsurfBug fixes and improvements (v2.2.17)
- 2mo agoWindsurfWindows updates (v2.2.17)
- 2mo agoWindsurfWindsurf 2.2.17: Devin Review & Quick Review
- 2mo agoWindsurfDevin Review & Quick Review (v2.2.17) ⚡
- 3mo agoWindsurfCascade crash and Devin Cloud auth failures fixed
- 3mo agoVictoriaMetricsAppearance settings
- 3mo agoVictoriaMetricsLTS patch v1.136.6: Alpine base bump and cross-component fixes
- 3mo agoVictoriaMetricsCode security
- 3mo agoVictoriaMetricsSecret protection
- 4mo agoVictoriaMetricsSUPPORT & SERVICES
- 4mo agoVictoriaMetricsEnterprise platform
Frequently asked questions
What is the difference between Windsurf and VictoriaMetrics?
They serve adjacent needs but don't currently overlap on shipped themes. Windsurf and VictoriaMetrics are shipping at a similar cadence (velocity 0.0 vs 0.0, 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 Windsurf better than VictoriaMetrics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Windsurf and VictoriaMetrics are shipping at a similar cadence (velocity 0.0 vs 0.0, 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 Windsurf?
Top Windsurf alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Windsurf alternatives" section above for the current picks, or visit /alternatives/windsurf for the full list with editorial commentary on each.
What are the best alternatives to VictoriaMetrics?
Top VictoriaMetrics alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "VictoriaMetrics alternatives" section above for the current picks, or visit /alternatives/victoriametrics for the full list with editorial commentary on each.