Editorial intelligence brief
Editorial focus
Released Needle 3 on September 17, 2026, a downloadable 29M-121M-parameter laddered automation foundation model that runs as 8-29 MB binaries across tiny devices.
Focus: Small on-device automation foundation models and cross-platform edge inference
Latest funding
Not tracked
No structured event
Tracked funding
Not tracked
No structured events
Latest valuation
Not tracked
No source-backed record
Latest revenue
Not tracked
Deployment lifecycle position
Editorially verified updates
What changed
Released Needle 3 on September 17, 2026, a downloadable 29M-121M-parameter laddered automation foundation model that runs as 8-29 MB binaries across tiny devices.
External coverage of Cactus Compute
Selected by relevance, date and publisher; grouped by story. External reporting is not independently verified by the map. Article dates are publisher timestamps supplied by the discovery feed; quieter profiles may show coverage up to 90 days old.
Last checked Oct 11, 2026.
No eligible recent coverage found. Verified updates and profile sources remain available above and below.
Source-backed financial history
Funding and financial history
Funding, valuation, revenue, and debt are kept separate so unlike measurements are never presented as one trend.
A structured financial history has not been completed for Cactus Compute.
The profile will not manufacture a trend from incomplete or unsourced figures. Each amount must be dated, typed, and linked to public evidence first.
Product surface
Products and model families
Recent models
Products
Open weights
Yes
API access
Yes
Review target
Weekly
Market position
Lifecycle and strategic signals
Research
Preview
Growth
Deployment
Deployment: Production & at scale
Focus
Small on-device automation foundation models and cross-platform edge inference
Signals
Taxonomy
Competitive context
Infrastructure & distribution
Where Cactus Compute sits in the AI stack
Model layer
1 tracked model family
Access layer
Managed API + self-hostable weights
Market layer
Open Weight Labs
Public product surface
Stack signals
This section reflects publicly visible product and access signals. Undisclosed GPU, cloud, training, and data-center contracts are not inferred.
Evidence trail
Sources and corrections
Primary and public sources used to verify the structured company profile.
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