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.
44
Models
—
Top Rank
—
Avg Capability
193.1K
Downloads
3.5K
Likes
40
Open Models
Pricing Posture
0 / 44 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
0 / 44 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 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.
11 easy personal-hardware fits · 21 desktop GPU fits · 1 cloud GPU fits · 7 high-memory cloud fits
| # | Model | Category | Params | Capability | Downloads | Cheapest Verified | Est. Value | Open |
|---|---|---|---|---|---|---|---|---|
| — | LLaDA2.1-mini | LLMs | 16B |
| — |
| 118.4K |
Free Free |
| --- |
| — | Ling-3.0-tiny | LLMs | 8B | — | 13.4K | Free Free | --- |
| — | LLaDA2.2-mini | LLMs | 16B | — | 3.7K | Free Free | --- |
| — | UI-Venus-1.5-30B-A3B | Multimodal | 31B | — | 1.3K | Free Free | --- |
| — | LLaDA2.2-flash | LLMs | 103B | — | 844 | Free Free | --- |
| — | LLaDA-MoE-7B-A1B-Base | LLMs | 7B | — | 713 | Free Free | --- |
| — | Ring-mini-2.0 | LLMs | 16B | — | 575 | Free Free | --- |
| — | SingGuard-2b | Multimodal | 2B | — | 445 | Free Free | --- |
| — | Ling-3.0-flash-base | LLMs | 127B | — | 439 | Free Free | --- |
| — | Ling-3.0-flash-base-30T | LLMs | 127B | — | 361 | Free Free | --- |
| — | LLaDA2.0-flash | LLMs | 103B | — | 318 | Free Free | --- |
| — | Ling-3.0-flash-base-midtrain | LLMs | 127B | — | 314 | Free Free | --- |
| — | SingGuard-NSFA-4B | Multimodal | 5B | — | 216 | Free Free | --- |
| — | AReaL-boba-2-8B | LLMs | 8B | — | 179 | Free Free | --- |
| — | Ling-3.0-flash-dspark | LLMs | 1B | — | 2.1K | — | --- |
| — | LLaDA-UI | Multimodal | 17B | — | 560 | — | --- |
| — | Ming-omni-tts-0.5B | Speech | 2B | — | 19.5K | Free Free | --- |
| — | Ming-3.0-tts-0.5B | Speech | 1B | — | 7.0K | Free Free | --- |
| — | Ming-flash-omni-2.0 | Specialized | 104B | — | 5.5K | Free Free | --- |
| — | Ming-3.0-tts-tiny | Speech | 9B | — | 2.1K | Free Free | --- |
| — | Ming-3.0-audio-tiny | Specialized | 9B | — | 1.9K | Free Free | --- |
| — | LLaDA-Image-Turbo | Image Gen | 7B | — | 1.9K | Free Free | --- |
| — | Ming-Image-0.1-Design | Image Gen | 6B | — | 1.5K | Free Free | --- |
| — | Ling-3.0-tiny-base | Specialized | 8B | — | 1.4K | Free Free | --- |
| — | Realtime-Venus | Specialized | Unknown | — | 1.3K | Free Free | --- |
| — | Ming-3.0-asr-tiny | Speech | 9B | — | 973 | Free Free | --- |
| — | Ming-3.0-audio-flash | Specialized | 128B | — | 948 | Free Free | --- |
| — | LLaDA-Image | Image Gen | 7B | — | 807 | Free Free | --- |
| — | LLaDA-MoE-7B-A1B-Instruct | Specialized | 7B | — | 721 | Free Free | --- |
| — | LemonDecider | Embeddings | 5B | — | 546 | Free Free | --- |
| — | Ming-Image-0.1-Design-Layer | Specialized | 6B | — | 471 | Free Free | --- |
| — | Ling-3.0-tiny-base-30T | Specialized | 8B | — | 395 | Free Free | --- |
| — | LLaDA2.0-Uni | Specialized | 16B | — | 367 | Free Free | --- |
| — | Ling-3.0-tiny-base-midtrain | Specialized | 8B | — | 364 | Free Free | --- |
| — | Ling-mini-base-2.0 | Specialized | 17B | — | 255 | Free Free | --- |
| — | Ling-3.0-tiny-singprobe | Specialized | 3M | — | 217 | Free Free | --- |
| — | Qwen3.8-27B-singprobe | Specialized | 10M | — | 214 | Free Free | --- |
| — | Qwen3.6-35B-A3B-singprobe | Specialized | 4M | — | 205 | Free Free | --- |
| — | Ling-3.0-flash-singprobe | Specialized | 5M | — | 191 | Free Free | --- |
| — | Ming-UniVision-16B-A3B | Specialized | 19B | — | 155 | Free Free | --- |
| — | Ming-Lite-Omni | Specialized | Unknown | — | 143 | Free Free | --- |
| — | MingTok-Audio | Specialized | 1B | — | 127 | Free Free | --- |
| — | Llama-3.2-1B-Instruct-singprobe | Specialized | 4M | — | 100 | — | --- |
| — | AI-Transparency | Specialized | Undisclosed | — | 0 | — | --- |