
SpecialistGenerative video, image, and audio tools built on frontier AI research
SpecialistGenerative video, image, and audio tools built on frontier AI research
Bagel records 7,329 monthly visits with -27.5% month-over-month growth and Free pricing. Stable Diffusion (Stability AI) records 341,872 monthly visits with +1.2% growth and Freemium, Contact for Pricing pricing.
Open-source unified multimodal model for understanding, generation and editing
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | bagel-ai.org | stability.ai |
| Pricing Model | Free | Freemium, Contact for Pricing |
| Monthly Visits | 7.33K (7,329) | 341.87K (341,872) |
| MoM Traffic Delta | -2.78K (-27.5%) | +3.94K (+1.2%) |
| Primary Market & Share | 🇺🇸 United States (66.4%) | 🇺🇸 United States (20.4%) |
| Direct Visits / mo | 2.87K | 134.38K |
| User Rating | 4.6 | 4.7 |
| Supported Platforms | Website | Website |
Open-source unified multimodal model for understanding, generation and editing
A single model accepts mixed image and text inputs and produces mixed image and text outputs for reasoning, conversation and generation.
Pre-training on interleaved video clips lets BAGEL preserve identities and fine detail while performing edits that go beyond basic manipulation.
BAGEL transforms images between styles and worlds using minimal alignment data, and composes new scenes across turns.
By learning from real-world video, the model can navigate varied environments including painted and sci-fi worlds.

Open generative models for image, video, audio, and 3D
Generate and edit high-quality images for marketing, product visuals, and creative work, using the model family that made Stable Diffusion widely known.
Create and edit video, including 3D and 4D video models designed for immersive worlds in gaming and entertainment.
Work with the Stable Audio model family for music, soundscapes, and sound effects, with open-weight releases trained on licensed data.
Integrate production-ready media generation into your own products via a hosted API, with no infrastructure to manage.

SpecialistGenerative video, image, and audio tools built on frontier AI research
SpecialistGenerative video, image, and audio tools built on frontier AI research
Free / Open-sourceUnmatched community ecosystem for discovering checkpoints and LoRAs, but operates primarily as a web hub rather than an API.
SpecialistMiniMax's open-weight model for turning prompts into images
SpecialistMiniMax's open-weight model for turning prompts into images

Free / Open-sourceGoogle's family of lightweight, open-weight AI models
Free / Open-sourceGoogle's family of lightweight, open-weight AI models

Free / Open-sourceProvides ultimate node-based control over complex generation pipelines, but has a steep learning curve compared to simple APIs.
Free / Open-sourceProvides ultimate node-based control over complex generation pipelines, but has a steep learning curve compared to simple APIs.

Offers significantly faster inference speeds and developer-friendly serverless APIs, but lacks native model training tools like Civitai.
Offers significantly faster inference speeds and developer-friendly serverless APIs, but lacks native model training tools like Civitai.
SpecialistMultimodal creative AI agents for video, image and 3D generation
Free / Open-sourceTencent's multimodal foundation-model family for text, vision, image and speech
Free / Open-sourceTencent's multimodal foundation-model family for text, vision, image and speech

Provides robust cloud hosting and fine-tuning for open-source models, though often with higher latency than specialized inference engines.
Provides robust cloud hosting and fine-tuning for open-source models, though often with higher latency than specialized inference engines.
SpecialistOne free API for text, image, and video AI models
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Free / Open-sourceOpen-source, memory-efficient fine-tuning and local model running
Delivers a broader range of hosted open-source models via unified APIs, but lacks community sharing features.
Delivers a broader range of hosted open-source models via unified APIs, but lacks community sharing features.