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VC Intelligence Report

Prefect

Developer Tools — Prefect is a workflow management system that enables developers to build, deploy, and monitor da…
Developer Toolsopen-core
● Verified live
Verdict from HTTP liveness real
last probed Aug 26, 2026
Pulse 47.5 · 2/4
47.5
Pulse Index
2/4 families · real
+9.6
30-day Δ
pulse momentum · real
15
HTTP probes
liveness history · real
11
Functional tags
observed attributes · real
Risk read derived from observed signals

Verified live by HTTP probe across 15 observations. Pulse momentum is positive over 30 days (+9.6).

HTTP liveness

real
15 probes · Jun 16, 2026Aug 26, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 2 observed · observed only
Liveness probereal
alive in 80% of 15 probesavg response 3867 ms
Developer tractionchecked · none
No public repository linked — GitHub signals are not tracked for this product.
Press & sentimentchecked · none
No coverage found in the tracked press corpus. Absence of press is itself a signal at this stage.
Web footprintreal
resolved host
prefect.io
edge
direct origin
server
Vercel
Tranco rank
#77,921
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

Prefect's listed site resolved live when we last probed it on Aug 26, 2026, so we mark it verified alive. Its Pulse Index is 47.5 of 100, built from 2 of 4 observed signal families. Observed footprint: 11 functional tags. It has no curated competitive-alternative edges yet, so the comparable set below is functional tag-similarity — read it with the confidence flags.

Comparable set

curated alternatives → functional tag-similarity
CompanyBasisOverlapPulse30d ΔStatus
ActiveWorkflowdev-toolssimilar75%40.00.0● live
Use Any Agent as an Orchestratordev-toolssimilar73%50.7+3.9● live
Strapidev-toolssimilar64%48.60.0● live
Botiumdev-toolssimilar64%16.00.0→ redirected
MongoDBdev-toolssimilar64%25.10.0→ redirected
Arxiddev-toolssimilar64%45.8● live
SigNozdev-toolssimilar62%46.1-0.4● live
Hasura GraphQL Engine 2.0dev-toolssimilar62%40.00.0● live

Confidence reflects source and category coherence: curated = an editorially linked alternative; similar = strong functional tag-overlap in the same category; tag-overlap = shared tags only and may be noisy. Overlap is the shared functional-tag ratio (Jaccard) for tag-matched rows. Pulse is the observed-activity index real and 30d Δ its signed month change; a dash means insufficient observed history, never zero.

Structure

observed attributes
Business modelopen-core
Liveness tierquiet
Competitive alternativesnone linked
Open sourceNo
Public APINo
Free tierNo
Enterprise tierNo

Funding & team

not in source

No disclosed funding in our sources. Funding data covers only ~1% of the corpus (462 rounds across 79K products), so absence here is unknown, not zero— we don't estimate a number we can't source.

RAW TELEMETRY last 14 probes
PROBEDHTTPORIGIN → RESOLVEDSERVERMSVERDICT
2026-08-26 09:56Z200prefect.ioVercel2885alive
2026-08-18 12:50Z200prefect.ioVercel1788alive
2026-08-10 01:01Z200prefect.ioVercel2014alive
2026-08-08 05:36Z200prefect.ioVercel2121alive
2026-08-05 18:00Z200prefect.ioVercel3015alive
2026-07-30 17:13Z200prefect.ioVercel2050alive
2026-07-18 15:09Z200prefect.ioVercel2111alive
2026-07-15 09:44Z10007timeout
2026-07-09 10:39Z10002timeout
2026-07-04 03:52Z10000timeout
2026-06-21 22:09Z200prefect.ioVercel2104alive
2026-06-20 20:17Z200prefect.ioVercel1513alive
2026-06-19 10:17Z200prefect.ioVercel2131alive
2026-06-18 00:59Z200prefect.ioVercel2392alive
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · Prefect · as of 2026-08-28 · launchsentinel.com/reports/prefect · liveness, pulse and press figures are observed data with provenance shown per panel.