General Compute

General Compute is purpose-built for AI agents. Ultra-low latency, high throughput inference that keeps your autonomous pipelines moving fast.

General Compute API reference. OpenAI-compatible chat completions, models, and authentication for the General Compute inference platform.

General Compute API docs, OpenAPI spec, authentication, webhooks, and MCP server. Everything an agent or developer needs to integrate with General Compute.

General Compute OpenAPI specification. Machine-readable JSON spec for code generation, SDKs, and gateway integrations.

A practical guide to understanding LLM API pricing, calculating your monthly inference bill with real formulas, and eight proven strategies to cut costs without sacrificing quality.

Insights on AI inference, ASIC infrastructure, and building fast AI applications.

A deep look at how the architectural decisions baked into a transformer model at training time -- attention variant, layer count, hidden size, and more -- directly determine how fast and how cheaply it can run at inference time.

An AI inference server accepts prompts and returns model completions. Here's how they work, the main deployment options, and how to choose between managed APIs and self-hosted solutions.

Company announcements from General Compute, including funding, infrastructure, and product updates.

Join General Compute and build the world's fastest AI inference infrastructure. Open roles in infrastructure, inference engineering, and capital markets.

Own General Compute's capital markets function: close our first asset-backed facility, manage the capital stack, and drive the company's financing strategy.

Own the infrastructure layer of General Compute's inference cloud end-to-end: control plane, gateway in front of our ASIC fleet, and the observability stack. First infra hire.

Own the physical footprint of General Compute -- source and close MW-scale colocation agreements, build the power pipeline, and negotiate colo deals end-to-end.

General Compute pricing options for self-serve inference, custom deployments, and bring-your-own-model workloads. Start with $10 in free credit.

A developer's comparison of GeneralCompute and Groq covering inference speed, model availability, API pricing, and when to choose each platform.

A head-to-head comparison of vLLM self-hosted on H100s versus GeneralCompute's managed inference API: full methodology, throughput and latency numbers, and a total cost of operations breakdown.

A practical breakdown of inference API pricing across Groq, Fireworks AI, Together AI, and GeneralCompute -- including per-token rates, hidden costs, and how to calculate your real monthly spend.

Meet the team behind General Compute — building the world's fastest AI inference infrastructure.

General Compute is the neocloud for SambaNova, Cerebras, Positron and d-Matrix. Prefill on GPUs, decode on purpose-built silicon — dedicated racks, one contract, one set of SLAs.

General Compute is the neocloud for SambaNova, Cerebras, Positron and d-Matrix. Prefill on GPUs, decode on purpose-built silicon — dedicated racks, one contract, one set of SLAs.

General Compute secures a committed debt facility of up to $400 million from Upper90 to scale its ASIC-based inference infrastructure. The company positions this infrastructure as supporting what its headline calls the world’s fastest inference neocloud.

Jul 2026 · Menlo TimesNews article

General Compute lands a $400 million loan from Upper90, using inference chips as collateral. The deal is described as an example of GPU financiers backing inference chips. Upper90 provides the financing, while General Compute borrows against its inference-chip assets.

Jul 2026 · TechBytesNews article

General Compute, an AI inference cloud startup, lands a $400 million loan from Upper90, a tech investment firm. No further deal details are provided.

Jul 2026 · TechCrunchNews article

General Compute completed a $15 million seed round led by FUSE VC. The company plans to deploy SambaNova SN50 inference silicon.

May 2026 · ASCIINews article