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.
4
Models
—
Top Rank
—
Avg Capability
109
Downloads
7
Likes
4
Open Models
Pricing Posture
0 / 4 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
Embeddings
qwen3.5-4b-agentic-coder-v4-4bit-mlx leads current estimated value at ---.
Deployment Reach
1 / 4 models have verified deploy or runtime access
1 on your computer · 0 cloud servers you control · 0 hosted for you
Open weights do not always mean easy hosted access. For masahiroid, 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.
4 easy personal-hardware fits · 0 desktop GPU fits · 0 cloud GPU fits · 0 high-memory cloud fits
| # | Model | Category | Params | Capability | Downloads | Cheapest Verified | Est. Value | Open |
|---|---|---|---|---|---|---|---|---|
| — | qwen3.5-4b-agentic-coder-v4-4bit-mlx | LLMs |
| — |
| 0 |
Price not verified View Plan |
| --- |
| — | ruri-v3-130m-coreml | Embeddings | 130M | — | 66 | Free Free | --- |
| — | ruri-v3-310m-coreml | Embeddings | 310M | — | 43 | Free Free | --- |
| — | japanese-reranker-xsmall-v2-coreai | Specialized | Unknown | — | 0 | Free Free | --- |