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.
26
Models
—
Top Rank
—
Avg Capability
169.5K
Downloads
1.8K
Likes
25
Open Models
Pricing Posture
0 / 26 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
Specialized
LLaDA2.1-mini leads current estimated value at ---.
Deployment Reach
2 / 26 models have verified deploy or runtime access
2 on your computer · 0 cloud servers you control · 0 hosted for you
Open weights do not always mean easy hosted access. For inclusionAI, they usually mean you bring the hardware yourself or rent a cloud GPU when the models are larger.
Most open models here expect a real desktop GPU.
6 easy personal-hardware fits · 13 desktop GPU fits · 1 cloud GPU fits · 5 high-memory cloud fits
| # | Model | Category | Params | Capability | Downloads | Cheapest Verified | Est. Value | Open |
|---|---|---|---|---|---|---|---|---|
| — | LLaDA2.1-mini | LLMs | 16B |
| — |
| 109.5K |
Free Free |
| --- |
| — | Ling-3.0-tiny | LLMs | 8B | — | 25.6K | Free Free | --- |
| — | ZwZ-8B | Multimodal | 9B | — | 2.4K | Free Free | --- |
| — | Ling-3.0-flash-base-30T | LLMs | 127B | — | 2.0K | Free Free | --- |
| — | Ling-3.0-flash-base | LLMs | 127B | — | 2.0K | Free Free | --- |
| — | Ling-3.0-flash-base-midtrain | LLMs | 127B | — | 1.9K | Free Free | --- |
| — | UI-Venus-1.5-30B-A3B | Multimodal | 31B | — | 1.8K | Free Free | --- |
| — | LLaDA2.2-flash | LLMs | 103B | — | 1.8K | Free Free | --- |
| — | SingGuard-2b | Multimodal | 2B | — | 1.1K | Free Free | --- |
| — | SingGuard-NSFA-4B | Multimodal | 5B | — | 749 | Free Free | --- |
| — | LLaDA-MoE-7B-A1B-Base | LLMs | 7B | — | 662 | Free Free | --- |
| — | ArmorOCR | Multimodal | 9B | — | 323 | Free Free | --- |
| — | Ring-mini-2.0 | LLMs | 16B | — | 306 | Free Free | --- |
| — | Ling-3.0-flash-dspark | LLMs | 1B | — | 2.5K | — | --- |
| — | LLaDA2.0-Uni | Specialized | 16B | — | 3.9K | Free Free | --- |
| — | Ming-flash-omni-2.0 | Specialized | 104B | — | 3.7K | Free Free | --- |
| — | Ling-3.0-tiny-base | Specialized | 8B | — | 2.7K | Free Free | --- |
| — | Ling-3.0-tiny-base-midtrain | Specialized | 8B | — | 2.2K | Free Free | --- |
| — | Ling-3.0-tiny-base-30T | Specialized | 8B | — | 1.6K | Free Free | --- |
| — | LLaDA-Image-Turbo | Image Gen | 7B | — | 1.5K | Free Free | --- |
| — | LLaDA-Image | Image Gen | 7B | — | 837 | Free Free | --- |
| — | MingTok-Audio | Specialized | 1B | — | 125 | Free Free | --- |
| — | Ling-3.0-flash-singprobe | Specialized | 5M | — | 42 | Free Free | --- |
| — | Qwen3.6-35B-A3B-singprobe | Specialized | 4M | — | 42 | Price not verified View Plan | --- |
| — | Ling-3.0-tiny-singprobe | Specialized | 3M | — | 40 | Free Free | --- |
| — | Qwen3.8-27B-singprobe | Specialized | 10M | — | 34 | Price not verified View Plan | --- |