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Google Cloud TPUs

Hardware — Build and train machine learning models with Google [Hardware, Tech, Search]
HardwareDefensible · data moat (strong)saasest. 2017
● Verified live
Verdict from HTTP liveness real
last probed Aug 24, 2026
Pulse 40.0 · 1/4
40.0
Pulse Index
1/4 families · real
0.0
30-day Δ
pulse momentum · real
18
HTTP probes
liveness history · real
7
Functional tags
observed attributes · real
Risk read derived from observed signals

Verified live by HTTP probe across 18 observations. Pulse has been flat over the last 30 days. Observation is liveness-only: no tracked press, repository, or traffic rank — existence is confirmed, momentum is unobserved.

HTTP liveness

real
18 probes · Jun 16, 2026Aug 24, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 1 observed · observed only
Liveness probereal
alive in 100% of 18 probesavg response 624 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
cloud.google.com
edge
direct origin
server
ESF
Tranco rank
unranked
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

Google Cloud TPUs's listed site resolved live when we last probed it on Aug 24, 2026, so we mark it verified alive. It has fewer than two observed signal families, so no Pulse Index is composed — the evidence strip shows what is and isn’t present. 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
Spotinstdev-toolstag-overlap71%19.40.0→ redirected
WorkDeskdev-toolstag-overlap71%8.00.0— unverified
Terminal Green Machinesdev-toolstag-overlap71%8.00.0— unverified
GPU.LANDdev-toolstag-overlap71%16.00.0→ redirected
Genesis Cloud GPU Servicedev-toolstag-overlap63%0.00.0■ inactive
Transcripticothertag-overlap63%16.0+8.0→ redirected
Anoteai-toolstag-overlap63%43.60.0● live
Online C14dev-toolstag-overlap63%8.60.0■ inactive

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 modelsaas
Liveness tierquiet
Competitive alternativesnone linked
Open sourceNo
Public APINo
Free tierNo
Enterprise tierNo

Funding & team

real

1 disclosed funding round on record. See the full cap table on the product profile →

RAW TELEMETRY last 14 probes
PROBEDHTTPORIGIN → RESOLVEDSERVERMSVERDICT
2026-08-24 13:50Z200cloud.google.comESF383alive
2026-08-17 13:33Z200cloud.google.comESF549alive
2026-08-09 19:28Z200cloud.google.comESF955alive
2026-08-08 04:32Z200cloud.google.comESF274alive
2026-07-31 15:30Z200cloud.google.comESF419alive
2026-07-26 17:25Z200cloud.google.comESF448alive
2026-07-18 14:09Z200cloud.google.comESF1065alive
2026-07-13 13:57Z200cloud.google.comESF379alive
2026-07-04 16:03Z200cloud.google.comESF1145alive
2026-07-03 00:42Z200cloud.google.comESF824alive
2026-06-24 13:38Z200cloud.google.comESF961alive
2026-06-23 12:49Z200cloud.google.comESF115alive
2026-06-21 21:09Z200cloud.google.comESF538alive
2026-06-20 17:41Z200cloud.google.comESF684alive
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · Google Cloud TPUs · as of 2026-08-28 · launchsentinel.com/reports/google-cloud-tpus · liveness, pulse and press figures are observed data with provenance shown per panel.