Inference Neocloud
Provider 
Founded 2025
Sells To Developer
Pricing Model Recurring Usage-Based
Ownership —

Inference Neocloud delivers dedicated ASIC racks for high-speed AI inference workloads.
Inference Neocloud is General Compute's buyer-facing capacity offering: dedicated racks of purpose-built inference silicon, contracted as bare metal or through an OpenAI-compatible endpoint with shared SLAs.
Customers select latency and price targets across vendors such as SambaNova, Cerebras, Positron, and d-Matrix while General Compute owns the hardware, siting, and model bring-up for the life of the contract.
Baseten

Dedicated Inference
baseten.co
Fireworks AI

Fireworks AI Inference
fireworks.ai
Groq

GroqCloud
groq.com
| Attribute | Inference Neocloud | Dedicated Inference | Fireworks AI Inference | GroqCloud | |
|---|---|---|---|---|---|
| Provider | |||||
| Founded | 2025 | 2019 | 2022 | 2016 | |
| Sells To | Developer | Enterprise | Enterprise | Enterprise | |
| Pricing Model | Recurring Usage-Based | Recurring, Software, Usage-based | Recurring | Recurring | |
| Ownership | — | Equity, Venture Capital | Venture Capital | Venture Capital |
Provider 
Founded 2025
Sells To Developer
Pricing Model Recurring Usage-Based
Ownership —
Provider 
Founded 2019
Sells To Enterprise
Pricing Model Recurring, Software, Usage-based
Ownership Equity, Venture Capital
Provider 
Founded 2022
Sells To Enterprise
Pricing Model Recurring
Ownership Venture Capital
Provider 
Founded 2016
Sells To Enterprise
Pricing Model Recurring
Ownership Venture Capital

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