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Comparison · DevOps
Convex vs Prometheus
A side-by-side editorial comparison of Convex and Prometheus — release velocity, themes, recent moves, and the top alternatives to consider.
Convex vs Prometheus: at a glance
What is Convex?
Convex raised $57M on the argument that agents need a backend built for them.
The feed is thin on releases and heavy on company milestones. A $57M Series B led by Insight Partners is the newest item, pitched around developers and their agents writing software together and needing a backend that keeps up. The substantive product news remains April's Convex for Enterprise, which added the compliance and scale posture the platform previously lacked; since then the feed carries a conference announcement and open-source recaps rather than shipped capability.
What is Prometheus?
Prometheus 3.16 ships GA with query cost limits behind a flag and stable Smoothed/Anchored selectors
Prometheus 3.16.0 went GA on 4 November after four release candidates. It makes Smoothed and Anchored vector selectors stable and always-on, adds experimental query cost estimation with configurable execution limits, an experimental integral() function, per-query start-timestamp overrides and metadata-wal-records in Agent mode. The rest is TSDB correctness fixes for out-of-order samples and a long list of scrape and remote-write performance work.
Convex vs Prometheus: editorial side-by-side
Convex
2.5DEVOPS
Convex raised $57M on the argument that agents need a backend built for them.
◆ Current state
The feed is thin on releases and heavy on company milestones. A $57M Series B led by Insight Partners is the newest item, pitched around developers and their agents writing software together and needing a backend that keeps up. The substantive product news remains April's Convex for Enterprise, which added the compliance and scale posture the platform previously lacked; since then the feed carries a conference announcement and open-source recaps rather than shipped capability.
◆ Where it's heading
Convex is funding and positioning ahead of shipping. The enterprise release established the upmarket motion and the funding narrative attaches it to agent-written code, but nothing in the visible window shows the agent-facing product surface that framing implies. Whether that framing is real or aspirational is not something this feed answers yet.
◆ Prediction
With the round announced around agent workloads, the next substantive release is most likely on that surface, though the entries here give no detail on what form it takes.
Prometheus
5.0DEVOPS
Prometheus 3.16 ships GA with query cost limits behind a flag and stable Smoothed/Anchored selectors
◆ Current state
Prometheus 3.16.0 went GA on 4 November after four release candidates. It makes Smoothed and Anchored vector selectors stable and always-on, adds experimental query cost estimation with configurable execution limits, an experimental integral() function, per-query start-timestamp overrides and metadata-wal-records in Agent mode. The rest is TSDB correctness fixes for out-of-order samples and a long list of scrape and remote-write performance work.
◆ Where it's heading
The 3.16 cycle makes PromQL cost measurable before making it enforceable: subquery samples now count toward statistics, and limits ship behind --enable-feature=query-cost. Remote Write 2.0 keeps dropping legacy metadata metrics, and the 3.15.x and 3.13 LTS lines move separately on security rebuilds.
◆ Prediction
Expect 3.15.x and 3.13.x security patches next and a 3.17 rc within weeks; whether query-cost leaves its flag depends on feedback the entries do not yet show.
Alternatives to Convex and Prometheus
Other DevOps 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 Convex or Prometheus.
Aiven
Aiven exposes 14 more MySQL settings and caps four that could hurt a service
Eclipse Theia
Theia 1.77 ships with 38 contributors, but its notes still live elsewhere.
Bitbucket
Bitbucket Pipelines swaps stored credentials for step permissions and container tokens.
Z-Wave JS
Z-Wave JS v15.32.0 ships the findings of two full-codebase security reviews.
Gravity Forms
Gravity Forms patches reCAPTCHA and Partial Entries after its 3.2 Repeater release.
See all Convex alternatives → · See all Prometheus alternatives →
Recent activity from Convex and Prometheus
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 17h agoPrometheusPrometheus 3.16 GA: query cost limits, stable smoothed selectors
- 2d agoPrometheus3.16.0-rc.4: integral() function, stricter sample accounting
- 8d agoPrometheus3.16.0-rc.2: query cost limits, smoothed selectors go stable
- 15d agoPrometheus3.15.1: distrusts two root CAs, patches Go and HTTP/2
- 15d agoPrometheus3.13.5: LTS gets the CA distrust and Go security rebuild
- 1mo agoPrometheus3.13.4: gRPC fix, native histogram corrections on LTS
- 3mo agoConvexConvex raises a $57M Series B
- 6mo agoConvexWe're organizing a conference
- 7mo agoConvexConvex's 2025 open-source contributions, recapped
- 7mo agoConvexConvex for Enterprise (and updates to everything else) ⚡
- 9mo agoConvexJust landed in Europe
- 9mo agoConvexConvex Open Source Update
Frequently asked questions
What is the difference between Convex and Prometheus?
They serve adjacent needs but don't currently overlap on shipped themes. Prometheus 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 Convex better than Prometheus?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Prometheus 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 DevOps products to evaluate alongside.
What are the best alternatives to Convex?
Top Convex alternatives in DevOps are ranked by recent ship velocity. Browse the "Convex alternatives" section above for the current picks, or visit /alternatives/convex for the full list with editorial commentary on each.
What are the best alternatives to Prometheus?
Top Prometheus alternatives in DevOps are ranked by recent ship velocity. Browse the "Prometheus alternatives" section above for the current picks, or visit /alternatives/prometheus for the full list with editorial commentary on each.