Plain-language provider view: what this company is strongest at, how many active models it has, what pricing we can verify, and which current models matter most.
5
Models
—
Top Rank
—
Avg Capability
166.3K
Downloads
1.4K
Likes
5
Open Models
Pricing Posture
0 / 5 models have official company pricing
This tells you how often we can verify direct first-party pricing instead of only broker or router pricing.
Lowest Verified Entry
Free/M
The lowest reliable public price we could verify across this provider's active lineup.
Strategic Strength
LLMs
needle3 leads current estimated value at ---.
Deployment Reach
0 / 5 models have verified deploy or runtime access
0 on your computer · 0 cloud servers you control · 0 hosted for you
Open weights do not always mean easy hosted access. For Cactus-Compute, they usually mean you bring the hardware yourself or rent a cloud GPU when the models are larger.
Most open models here can run on your own hardware.
5 easy personal-hardware fits · 0 desktop GPU fits · 0 cloud GPU fits · 0 high-memory cloud fits
| — |
| 140.1K |
Free Free |
| --- |
| — | needle2 | LLMs | Unknown | — | 8.0K | Free Free | --- |
| — | whistle | Speech | Unknown | — | 16.4K | Free Free | --- |
| — | needle | Specialized | 30M | — | 432 | Free Free | --- |
| — | gemma-4-e2b-it-hybrid-GGUF | Specialized | 2B | — | 1.3K | Free Free | --- |