LSLaunch SentinelReports
Early access — every report is free right now.
Home / Reports / MAI-Image-2.5
M
VC Intelligence Report

MAI-Image-2.5

AI Tools — MAI-Image-2
AI ToolsWeak defense · data moat (weak)saasest. 2026
● Verified live
Verdict from HTTP liveness real
last probed Aug 24, 2026
Pulse 47.4 · 3/4
47.4
Pulse Index
3/4 families · real
-0.5
30-day Δ
pulse momentum · real
23
HTTP probes
liveness history · real
8
Functional tags
observed attributes · real
Risk read derived from observed signals

Verified live by HTTP probe across 23 observations. Pulse has been flat over the last 30 days.

HTTP liveness

real
23 probes · Jun 11, 2026Aug 24, 2026aliveredirecteddeadunverified

Signal telemetry

4 families · 3 observed · observed only
Liveness probereal
alive in 100% of 23 probesavg response 1449 ms
Developer tractionchecked · none
No public repository linked — GitHub signals are not tracked for this product.
Press & sentimentreal
MAI-Image-2.5
Product Hunt · Jun 4 · importance 2/5 · 1 tracked mention
Web footprintreal
resolved host
microsoft.ai
edge
behind Cloudflare
server
cloudflare
Tranco rank
#98,017
Domain age & certificate data not yet collected

Analyst read

generated from the observed metrics above · no external narrative

MAI-Image-2.5's listed site resolved live when we last probed it on Aug 24, 2026, so we mark it verified alive. Its Pulse Index is 47.4 of 100, built from 3 of 4 observed signal families. Observed footprint: 1 tracked press mention, 8 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
AgentBrushai-toolssimilar88%40.00.0● live
Grok Imagine 2.0ai-toolssimilar70%32.8● live
Notra Image Generationai-toolssimilar70%40.00.0● live
Screensterdev-toolstag-overlap67%40.00.0● live
Ideogram 4.0ai-toolssimilar67%48.60.0● live
Edgee Claude Code Compressor V2ai-toolssimilar64%40.0+7.2● live
BrowserActai-toolssimilar64%44.90.0● live
Tencent EdgeOne Makersai-toolssimilar64%45.90.0● 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 modelsaas
Liveness tieractive
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
2026-08-24 13:14Z200microsoft.aicloudflare1295alive
2026-08-13 13:45Z200microsoft.aicloudflare1238alive
2026-08-09 18:54Z200microsoft.aicloudflare1512alive
2026-08-08 03:57Z200microsoft.aicloudflare1686alive
2026-07-30 20:11Z200microsoft.aicloudflare1470alive
2026-07-26 16:52Z200microsoft.aicloudflare1402alive
2026-07-18 13:36Z200microsoft.aicloudflare1518alive
2026-07-13 13:25Z200microsoft.aicloudflare1408alive
2026-07-04 15:30Z200microsoft.aicloudflare1758alive
2026-07-03 00:08Z200microsoft.aicloudflare1606alive
2026-06-28 12:48Z200microsoft.aicloudflare870alive
2026-06-24 13:18Z200microsoft.aicloudflare1277alive
2026-06-23 12:47Z200microsoft.aicloudflare2414alive
2026-06-22 12:46Z200microsoft.aicloudflare833alive
Full redirect chains, response headers, and DNS records are not captured by the current probe.
Launch Sentinel tear sheet · MAI-Image-2.5 · as of 2026-08-28 · launchsentinel.com/reports/mai-image-2-5 · liveness, pulse and press figures are observed data with provenance shown per panel.