GridBulk vs Black Forest Labs

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

GridBulk compared with Black Forest Labs
Detail	GridBulk	Black Forest Labs
What it does	AI batch image generation with grid splitting: one prompt, up to 16 images, one credit	Building visual intelligence with multimodal AI models
Stage	Startup	Startup
Founded	2026	2024
Based in	Not given	DE
Pricing model	Freemium	Freemium
Pricing	Free plan includes 20 credits on signup with the first generation free. Basic: $19/month for 2,000 credits/month (≈32,000 images with 4×4 grid). Pro: $49/month for 5,000 credits/month (≈80,000 images with 4×4 grid). Max: $99/month for 10,000 credits/month (≈160,000 images with 4×4 grid).	Pay-as-you-go API pricing: FLUX 3 Image at $0.048 per image, FLUX.1 [dev] at $0.025 per image, FLUX.1 [pro] at $0.04 per image, FLUX 1.1 [pro] Ultra at $0.06 per image, FLUX.1 Kontext [max] at $0.08 per image, FLUX Deblur from $0.004 per megapixel, FLUX.1 Fill [pro] at $0.05 per image, FLUX VTO at $
Key features	Generate up to 16 images in a single 4×4 grid Grid splitting into individual pixel-perfect assets REST API with sync and async endpoints MCP server for AI agent integration Reference image support for style guidance Runs on Google Gemini and OpenAI GPT Image models Dashboard history with searchable generations	FLUX 3 multimodal model for image, video, audio and action prediction Text to image generation with accurate text rendering Video generation up to 20 seconds with optional audio Multilingual speech and audio generation Robotics action prediction for visual observations and control Pay-as-you-go API pricing Open weights models for self-hosted deployment Browser-based playground for experimentation Enterprise licensing with SOC 2 and ISO 27001 compliance Fine-tuning and LoRA customization rights
What makes it different	One credit per grid instead of per image, reducing cost per image to 1/16 for 4×4 grids Contact-sheet view for side-by-side comparison of all results API and MCP server built for AI agents as first-class users Independent and self-funded operation First generation completely free with 20 signup credits	Single unified model handling multiple modalities: images, video, audio, and robotics Founded by pioneers of foundational diffusion AI research Flexible deployment: API, open weights, or playground Enterprise-grade infrastructure with volume discounts and SLA guarantees Powers millions of creations from individual artists to enterprise applications
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	80 no change since last check
Trust Flow (Majestic)	0	23
Citation Flow (Majestic)	0	51
Referring domains (Majestic)	0	9162

7 details filled in for both companies.

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