ByteDance SeedImage model

BAGEL-7B-MoT

Arena ratingnot rated

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GraduallyBenchnot tested yet

n/aour own rating0 to 100

Priceno price

n/aper imagelower is better

PopularityRank 258 of 875

40out of 100first value

Summary

BAGEL-7B-MoT is an image model from ByteDance Seed. The project documents Rewriter/CoT as a separate prompt-processing variant.

Popularity compared

How often the model is searched for, used and mentioned, compared with every model of its category.

Popularity index

The 100 most popular models of this category, 0 to 100, higher is more popular

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BAGEL-7B-MoT40

Stable Diffusion XL 1.0

Anima Base v1.0

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BAGEL-7B-MoT

As of November 2026 · Source: gradually.ai popularity index

Over time

First value from November 2, 2026. The timeline appears from the second week.

Head-to-head comparisons

BAGEL-7B-MoT vs. GPT Image 2.5 Sunburst

BAGEL-7B-MoT vs. GPT Image 2

BAGEL-7B-MoT vs. Reve 2.1

BAGEL-7B-MoT vs. Nano Banana 2

BAGEL-7B-MoT vs. Midjourney V8.2

BAGEL-7B-MoT vs. GPT Image 1.5

Show all comparisons (139)

BAGEL-7B-MoT vs. MAI-Image-2.5

BAGEL-7B-MoT vs. Nano Banana Pro

BAGEL-7B-MoT vs. Nano Banana 2 Lite

BAGEL-7B-MoT vs. Seedream 5.0 Pro

BAGEL-7B-MoT vs. Grok Imagine Image Quality

BAGEL-7B-MoT vs. FLUX.2 Max

BAGEL-7B-MoT vs. Qwen Image 2.0 Pro

BAGEL-7B-MoT vs. MAI-Image-2.5 Flash

BAGEL-7B-MoT vs. HiDream-O1-Image-1.5

BAGEL-7B-MoT vs. Krea 2 Medium Turbo

BAGEL-7B-MoT vs. Seedream 4.0

BAGEL-7B-MoT vs. Krea 2 Large

BAGEL-7B-MoT vs. Luma Uni-1.1 Max

BAGEL-7B-MoT vs. FLUX.2 Flex

BAGEL-7B-MoT vs. Recraft V4.1 Utility

BAGEL-7B-MoT vs. Ideogram 4.0

BAGEL-7B-MoT vs. Wan 2.6 Text to Image

BAGEL-7B-MoT vs. FLUX.2 Pro

BAGEL-7B-MoT vs. HunyuanImage 3.0 Instruct

BAGEL-7B-MoT vs. FLUX.2 Klein 9B

BAGEL-7B-MoT vs. HiDream-O1-Image

BAGEL-7B-MoT vs. Firefly Image Model 5

BAGEL-7B-MoT vs. Midjourney V8.1

BAGEL-7B-MoT vs. Stable Diffusion 3.5 Large

BAGEL-7B-MoT vs. GPT Image 2.5 Flare

BAGEL-7B-MoT vs. Qwen-Image-2.1

BAGEL-7B-MoT vs. MAI-Image-2.6

BAGEL-7B-MoT vs. MAI-Image-2.6 Flash

BAGEL-7B-MoT vs. Muse Image

BAGEL-7B-MoT vs. Grok Imagine Image 2.0

BAGEL-7B-MoT vs. FLUX 3 Image

BAGEL-7B-MoT vs. FLUX 3 Image Klein

BAGEL-7B-MoT vs. Nano Banana 2.1

BAGEL-7B-MoT vs. Ideogram 4.5

BAGEL-7B-MoT vs. Hy Image 3.5 Preview

BAGEL-7B-MoT vs. Ming-Image-0.1-Design

BAGEL-7B-MoT vs. Recraft V4.1

BAGEL-7B-MoT vs. Recraft V4.1 Flash

BAGEL-7B-MoT vs. Bria FIBO 2

BAGEL-7B-MoT vs. Krea 3

BAGEL-7B-MoT vs. Qwen Image 3.0 Pro

BAGEL-7B-MoT vs. Qwen Image 3.0

BAGEL-7B-MoT vs. Qwen Image 2.1 Pro

BAGEL-7B-MoT vs. Qwen Image 2.1 Turbo

BAGEL-7B-MoT vs. Wan 2.7 Image Pro

BAGEL-7B-MoT vs. Wan 2.7 Image

BAGEL-7B-MoT vs. Seedream 5.0 Flash

BAGEL-7B-MoT vs. SenseNova U1.5 Lite

BAGEL-7B-MoT vs. Kling Image 3.0

BAGEL-7B-MoT vs. Kling Image 3.0 Omni

BAGEL-7B-MoT vs. Vidu Q2 Image

BAGEL-7B-MoT vs. WAND-Vega-Image 1.0 Pro

BAGEL-7B-MoT vs. WAND-Vega-Image 1.0 Flash

BAGEL-7B-MoT vs. WAND-Vega-Image 1.0 Lite

BAGEL-7B-MoT vs. GLM-Image

BAGEL-7B-MoT vs. MiniMax Image-01

BAGEL-7B-MoT vs. Z-Image Turbo

BAGEL-7B-MoT vs. Luma Uni-1.1

BAGEL-7B-MoT vs. Runway Gen-4 Image

BAGEL-7B-MoT vs. Runway Gen-4 Image Turbo

BAGEL-7B-MoT vs. Leonardo Phoenix 1.0

BAGEL-7B-MoT vs. Leonardo Lucid Origin

BAGEL-7B-MoT vs. Leonardo Lucid Realism

BAGEL-7B-MoT vs. Adobe Firefly Image 3

BAGEL-7B-MoT vs. Adobe Firefly Image 4

BAGEL-7B-MoT vs. Adobe Firefly Image 4 Ultra

BAGEL-7B-MoT vs. Stable Diffusion 3.5 Medium

BAGEL-7B-MoT vs. Stable Diffusion 3.5 Large Turbo

BAGEL-7B-MoT vs. Stable Diffusion 3.5 Flash

BAGEL-7B-MoT vs. Xingliu Star-3

BAGEL-7B-MoT vs. MiracleVision V6

BAGEL-7B-MoT vs. Hy Image 3.0

BAGEL-7B-MoT vs. Bria FIBO Lite

BAGEL-7B-MoT vs. Mystic 2.5

BAGEL-7B-MoT vs. Mystic 2.5 Flexible

BAGEL-7B-MoT vs. Mystic 2.5 Fluid

BAGEL-7B-MoT vs. Recraft V4.1 Utility Pro

BAGEL-7B-MoT vs. Seedream 4.5

BAGEL-7B-MoT vs. Seedream 5.0 Lite

BAGEL-7B-MoT vs. Kling Image O1

BAGEL-7B-MoT vs. Stable Image Core

BAGEL-7B-MoT vs. Stable Image Ultra

BAGEL-7B-MoT vs. FLUX.2 Klein 9B Preview

BAGEL-7B-MoT vs. GPT Image 1 Mini

BAGEL-7B-MoT vs. ChatGPT Image Latest (API-Alias)

BAGEL-7B-MoT vs. Nano Banana (Gemini 2.5 Flash Image)

BAGEL-7B-MoT vs. FLUX.2 Klein 4B

BAGEL-7B-MoT vs. FLUX.2 Dev

BAGEL-7B-MoT vs. FLUX1.1 [pro]

BAGEL-7B-MoT vs. FLUX1.1 [pro] Ultra

BAGEL-7B-MoT vs. FLUX.1 [dev]

BAGEL-7B-MoT vs. FLUX.1 Kontext [pro]

BAGEL-7B-MoT vs. FLUX.1 Kontext [max]

BAGEL-7B-MoT vs. Stable Diffusion XL 1.0

BAGEL-7B-MoT vs. Stable Diffusion 3 Medium

BAGEL-7B-MoT vs. SDXL Turbo

BAGEL-7B-MoT vs. Stable Diffusion Turbo

BAGEL-7B-MoT vs. Midjourney V7

BAGEL-7B-MoT vs. Niji 7

BAGEL-7B-MoT vs. Grok Imagine Image 1.0

BAGEL-7B-MoT vs. HUMAIN Image 1

BAGEL-7B-MoT vs. MOSS-Image-Base

BAGEL-7B-MoT vs. MOSS-Image-SFT

BAGEL-7B-MoT vs. LLaDA-Image

BAGEL-7B-MoT vs. LLaDA-Image-Turbo

BAGEL-7B-MoT vs. Nucleus-Image

BAGEL-7B-MoT vs. LongCat-Image

BAGEL-7B-MoT vs. OmniGen2

BAGEL-7B-MoT vs. Emu3.5-Image

BAGEL-7B-MoT vs. Kandinsky-5.0-T2I-Lite-SFT

BAGEL-7B-MoT vs. Kandinsky-5.0-T2I-Lite-Pretrain

BAGEL-7B-MoT vs. NextStep-1.1

BAGEL-7B-MoT vs. Boogu-Image-0.1-Base

BAGEL-7B-MoT vs. Boogu-Image-0.1-Turbo

BAGEL-7B-MoT vs. SANA-1.5 1.6B 1024px

BAGEL-7B-MoT vs. SANA-1.5 4.8B 1024px

BAGEL-7B-MoT vs. Sana-Sprint 0.6B 1024px

BAGEL-7B-MoT vs. Sana-Sprint 1.6B 1024px

BAGEL-7B-MoT vs. Chroma1-HD

BAGEL-7B-MoT vs. Chroma1-Flash

BAGEL-7B-MoT vs. AuraFlow v0.3

BAGEL-7B-MoT vs. PixArt-Sigma-XL-2-1024-MS

BAGEL-7B-MoT vs. Lumina-Image 2.0

BAGEL-7B-MoT vs. HART-0.7B-1024px

BAGEL-7B-MoT vs. Janus-Pro-1B

BAGEL-7B-MoT vs. Janus-Pro-7B

BAGEL-7B-MoT vs. Show-o2-1.5B-HQ

BAGEL-7B-MoT vs. Kandinsky 3.1

BAGEL-7B-MoT vs. Anima Base v1.0

BAGEL-7B-MoT vs. Krea 2 Raw

BAGEL-7B-MoT vs. HunyuanImage 3.0

BAGEL-7B-MoT vs. HunyuanImage 3.0 Instruct Distil

BAGEL-7B-MoT vs. Z-Image Base

All specifications

Architecture

Parameters: 14B; Source: Parameters
Active parameters: 7B; Source: Active parameters
Architecture: 14B total parameters, 7B active. Multimodal model with a documented text-to-image task.; Source: Architecture

Licence and access

Weights: Open weights; Source: Weights
Access: Local, Web; Source: Access

Further details

Checkpoint: ByteDance-Seed/BAGEL-7B-MoT; Source: Checkpoint
Official demo: The project links a web demo. A fixed API model ID or verbatim prompt handling was not verified.; Source: Official demo
License: Apache-2.0 according to the model card.; Source: License
Prompt handling: The project reports Rewriter/CoT as a separate variant. Keep that additional prompt processing disabled for the four benchmark prompts.; Source: Prompt handling

Sources and data date

Show all 9 sources

Type	Evidence and data date
Additional source	ByteDance Seed (retrieved November 1, 2026)1 2
Additional source	ByteDance Seed (retrieved November 1, 2026) · ByteDance Seed · Editorial description reviewed November 1, 2026
Additional source	OpenRouter: Popularity index (derived), CC BY 4.0
Additional source	Vercel AI Gateway: Popularity index (derived), CC BY 4.0
Additional source	Ollama: cumulative downloads for the popularity index
Additional source	Replicate: cumulative runs for the popularity index
Additional source	Google Trending Now: limited feed selection for Germany and the US
Additional source	Creative Commons Attribution 4.0