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VC Intelligence Report

Deep Learning 4J

Developer Tools — First commercial-grade, open-source, deep-learning framework [Web App, Tech]
Developer ToolsPartly defensible · data moat (moderate)open-sourceest. 2015
→ Redirected
Verdict from HTTP liveness real
last probed Aug 27, 2026
Pulse 20.6 · 2/4
20.6
Pulse Index
2/4 families · real
0.0
30-day Δ
pulse momentum · real
16
HTTP probes
liveness history · real
7
Functional tags
observed attributes · real
Risk read derived from observed signals

The recorded URL now redirects offsite — often an acquisition, rebrand, or wind-down; the destination is recorded in the telemetry below. Pulse has been flat over the last 30 days.

HTTP liveness

real
16 probes · Jun 16, 2026 → Aug 27, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 2 observed · observed only
Liveness probereal
alive in 0% of 16 probesavg response 2229 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
github.comedge
direct originserver
github.comTranco rank
#538,429
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

Deep Learning 4J's listed URL redirected off its original domain (to https://github.com/deeplearning4j) when we last probed it on Aug 27, 2026 — we mark it redirected, not dead. Its Pulse Index is 20.6 of 100, built from 2 of 4 observed signal families. Observed footprint: 7 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
Karpenterdev-toolssimilar100%44.20.0● live
Deisdev-toolssimilar100%17.9+8.0→ redirected
Istiodev-toolssimilar100%48.00.0● live
JumpServerdev-toolssimilar100%42.70.0● live
Fleet Device Managementdev-toolssimilar100%49.10.0● live
DC/OSdev-toolssimilar100%42.20.0● live
CueObserveanalyticstag-overlap88%40.00.0● live
Riakdev-toolssimilar88%21.4+8.0→ redirected

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-source
Liveness tierunknown
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
2026-08-27 18:31Z200deeplearning4j.org → github.comgithub.com7216redirected_offsite
2026-08-19 13:46Z200deeplearning4j.org → github.comgithub.com1616redirected_offsite
2026-08-11 00:23Z200deeplearning4j.org → github.comgithub.com1358redirected_offsite
2026-08-08 06:14Z200deeplearning4j.org → github.comgithub.com1765redirected_offsite
2026-08-05 18:35Z200deeplearning4j.org → github.comgithub.com1943redirected_offsite
2026-07-30 17:49Z200deeplearning4j.org → github.comgithub.com1376redirected_offsite
2026-07-22 09:39Z200deeplearning4j.org → github.comgithub.com1628redirected_offsite
2026-07-17 09:21Z200deeplearning4j.org → github.comgithub.com2157redirected_offsite
2026-07-10 10:43Z200deeplearning4j.org → github.comgithub.com2451redirected_offsite
2026-07-04 09:34Z200deeplearning4j.org → github.comgithub.com3403redirected_offsite
2026-06-23 13:51Z200deeplearning4j.org → github.comgithub.com1513redirected_offsite
2026-06-21 10:42Z200deeplearning4j.org → github.comgithub.com1696redirected_offsite
2026-06-20 00:35Z200deeplearning4j.org → github.comgithub.com1565redirected_offsite
2026-06-18 22:51Z200deeplearning4j.org → github.comgithub.com1517redirected_offsite
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · Deep Learning 4J · as of 2026-08-28 · launchsentinel.com/reports/deep-learning-4j · liveness, pulse and press figures are observed data with provenance shown per panel.