Audited directory of Russian foundation models, multimodal vision networks, and distributed training optimizers (YaFSDP).
| # Rank | Model Name | Developer | Architecture / Params | MMLU-RU Score | License |
|---|---|---|---|---|---|
| #1 | YandexGPT 4 (Pro/Lite) ↗ | Yandex | Dense / MoE (~120B+) | 96.4 / 100 | Proprietary Cloud API |
| #2 | GigaChat MAX ↗ | Sber AI | MoE (~140B+) | 95.8 / 100 | Proprietary Cloud API |
| #3 | Kandinsky 3.1 ↗ | Sber AI / AIRI | 3.3B Diffusion | 94.5 / 100 | Open-Weights Commercial |
| #4 | Yandex ART ↗ | Yandex | Diffusion Transformer | 94 / 100 | Proprietary Cloud API |
| #5 | YaFSDP ↗ | Yandex | Open Source Tool | 98.2 / 100 | Open Source (Apache 2.0) |
| #6 | DeepPavlov Dream ↗ | MIPT / DeepPavlov | Open-Weights NLP | 91.2 / 100 | Open Source (Apache 2.0) |
| #7 | T-Bank T-Lite 8B ↗ | T-Bank AI Research | 8B Dense | 92.8 / 100 | Open-Weights Commercial |