Bagel records 7,329 monthly visits with -27.5% month-over-month growth and Free pricing. Replicate AI records 904,038 monthly visits with -8.4% growth and Paid pricing.
Open-source unified multimodal model for understanding, generation and editing
Run, fine-tune, and deploy machine learning models with one line of code
| Dimension / Metric | | |
|---|---|---|
| Official Domain | bagel-ai.org | replicate.com |
| Pricing Model | Free | Paid |
| Monthly Visits | 7.33K (7,329) | 904.04K (904,038) |
| MoM Traffic Delta | -2.78K (-27.5%) | -82.59K (-8.4%) |
| Primary Market & Share | 🇺🇸 United States (66.4%) | 🇺🇸 United States (16.3%) |
| Direct Visits / mo | 2.87K | 577.5K |
| User Rating | 4.6 | 4.6 |
| 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.
Run, fine-tune, and deploy machine learning models with one line of code
Run image, video, audio, speech, and language models through a uniform API surface, with official models for FLUX, Nano Banana, Seedream, Grok Imagine, MiniMax, Wan, Seedance, and more.
Set up a model in minutes and make an API call in Python, Node, or plain HTTP after authenticating with an API token.
Package your own model with Cog, an open-source tool for packaging machine learning models, and deploy it on dedicated hardware that scales up and down with demand.
Fine-tune models on your own data, including fast-booting fine-tunes that are billed only while actively processing requests rather than for idle time.
SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.
SpecialistExcels at routing text and multimodal prompts across various providers, but lacks Replicate's dedicated custom ML deployment.
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
Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.
Faster serverless execution for image and video models, but less generalized custom model deployment than Replicate.
Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.
Stronger focus on LLM inference and fine-tuning, but lacks Replicate's diverse community-curated media model catalog.
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
SpecialistOne free API for text, image, and video AI models
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Free / Open-sourceSpecializes specifically in ultra-efficient model fine-tuning, rather than providing a general-purpose model hosting API.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
Offers a broad mix of generative media models via API, but lacks Replicate's massive community deployment ecosystem.
Delivers exceptionally fast inference speeds for open models, but has a narrower model selection than Replicate.
Significantly cheaper pricing for running open-weight models, but offers fewer advanced custom training and deployment features.
