Modal vs Inference Cooperative

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

Modal compared with Inference Cooperative
Detail	Modal	Inference Cooperative
What it does	The platform for production AI	Member-governed cooperative for AI inference
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Paid	Freemium
Pricing	Starter plan is free with $30/month compute credits. Team plan is $250/month plus compute. Enterprise plan is custom. Compute is billed per second for CPU, GPU, and memory with no charges for idle time.	Dues: sliding scale starting at $5/month. All members receive $15/month credit for chat and API. Additional credits available for purchase; credits never expire and carry over month to month.
Key features	Serve LLMs, image, video, and audio models Isolated environments for coding agents and RL rollouts Fine-tune and train models on GPUs Autoscale compute from zero to thousands of GPUs Distributed storage for models and weights Global capacity across 20+ clouds Serverless functions with HTTPS endpoints Out-of-the-box observability and logs	Web search built into chat File uploads and document support OpenAI-compatible developer API Personal API keys Encrypted enclave privacy option 100% renewable energy option Member governance participation Shared monthly credit allowance Publicly developed models
What makes it different	Custom infrastructure built for AI including container runtime, storage, and scheduler Sub-second container startup times for GPU workloads Pay only by the second with no idle charges Programmatically create millions of concurrent sandboxes	Member-governed cooperative structure where users help decide the direction and choices Equal membership with sliding-scale pricing based on ability to pay Choice of AI models by values including privacy and renewable energy No data lock-in; members own their data and can cancel anytime Credits never expire and carry over month to month
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)	81 +1 (up) since last check	12 −2 (down) since last check
Trust Flow (Majestic)	33	6
Citation Flow (Majestic)	53	15
Referring domains (Majestic)	6174	22

5 details filled in for both companies.

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