2026 Next-gen Compute Matrix  ·  Full LLM Lifecycle

Unlock China's Compute
Next-gen Product Matrix

From NVIDIA Blackwell to fully domestic silicon, from AI Agent orchestration to fine-tuning and Sovereign AI —
GigaX covers every stage of the LLM lifecycle in one platform.

Compute Fleet

Next-gen Compute Lineup
Flagship × Domestic

Simultaneously onboarding NVIDIA's latest Blackwell architecture and self-reliant domestic chips — pick per scenario, at 40–60% lower cost than the West.

Flagship

NVIDIA Blackwell B200

NVIDIA · Train / Inference
Compute20 PFLOPS (FP4)
Memory192GB HBM3e
InterconnectNVLink 1.8TB/s
CoolingLiquid
Ideal for trillion-parameter training & high-throughput inference
Flagship

GB200 NVL72

NVIDIA · Rack-scale
Form72-GPU rack
Memory13.5TB shared
Interconnect30TB/s in-rack
Use100B+ param inference
One rack = a supernode, slashing comms overhead
Domestic

Ascend 910C

Huawei · Fully autonomous
Compute640 TFLOPS (FP16)
Memory64GB HBM
StackCANN / MindSpore
EdgeSelf-reliant
Domestic compute backbone for compliance & sovereignty
Domestic

Cambricon MLU590

Cambricon · Training
PositionCost-efficient train
PrecisionMixed
InterconnectHigh-speed chip-link
UseMid/large training
Top domestic alternative, sharply lower $/FLOP
Domestic

Hygon DCU

Hygon · ROCm-compatible
EcosystemCUDA / ROCm
MigrationLow-cost
UseInference / HPC
Edge Ecosystem-friendly
Smooth CUDA migration, minimal refactoring
Heterogeneous

H800 / 5090 / 4090 Pool

Massive existing capacity
Pool32,000+ GPUs
SchedulerACLink
ElasticSeconds
Cost40%+ saved
Massive existing pool at the best price/performance
AI Agent Compute

Make Agents
Stable & Cost-efficient

Agentic AI demands long-running stable compute, high-frequency tool calls and state management. GigaX provides Agent-native compute and orchestration infrastructure.

🕸️

Multi-Agent Orchestration

Native parallel scheduling and task decomposition, backed by the ACLink elastic pool — long jobs run uninterrupted, never preempted.

🛠️

Tool-Call Acceleration

Native Function Calling and MCP support with low-overhead forwarding, so agents collaborate with external systems efficiently.

🧠

Long-Context & Inference Cache

KVCache reuse and context caching drastically cut redundant compute — big savings for long docs and multi-turn dialogue.

🔒

Sandboxed Execution

Code and tool calls run in isolated sandboxes, together with the data-stays-put architecture for secure, compliant agents.

💡 Agent-native Value

A stable, observable, low-cost compute base for agent workflows — focus on the product, not the infrastructure.

Inference as a Service

Serverless Inference
Pay for Real Traffic

Inference traffic is spiky — fixed resources waste money and struggle at peaks. GigaX Inference-as-a-Service bills you only for real invocations.

⚡

High-Perf Inference Engines

Built-in vLLM, TensorRT-LLM and others with continuous batching to maximize throughput and GPU utilization.

📈

Serverless Auto-scaling

Scale 0→N in seconds — auto-expand at peaks, shrink to zero at troughs. Stop paying for idle peak capacity.

💰

Per-Token / Per-Second Billing

No subscription, no monthly fee — billed precisely on token consumption or runtime. Pay only for what you use.

🌍

Global Edge Inference

500+ acceleration nodes + dedicated cross-border lines keep overseas latency under 200ms, locally-feeling.

vLLM TensorRT-LLM Continuous Batching Auto-scaling Token billing Global CDN
Fine-tuning as a Service

Train Your Own
Model on Your Data

Fine-tuning as a Service: no self-built cluster needed — upload data and a base model, one-click fine-tune, then publish straight to an inference endpoint.

1

Pick a Base

Choose from DeepSeek, Qwen, GLM, Llama and other leading open weights.

2

Upload Private Data

Data stays in-region, trained securely in China, encrypted with full audit trail.

3

One-click Tune

Full fine-tune / LoRA / QLoRA, ACLink auto-selects the optimal compute.

4

Publish Endpoint

Ship the tuned model as an inference API, directly callable from ClawXX.

Full fine-tune LoRA QLoRA Data stays in-region One-click deploy
Sovereign AI · Compliant Go-global

Global AI, Built on
Compliance First

For overseas enterprises and institutions with data-sovereignty and localization needs, GigaX delivers a data-stays-put Sovereign AI compute solution.

🛡️

Data-Stays-Put Architecture

Training and inference happen entirely in-region — no raw cross-border transfer, satisfying GDPR and peers.

📋

End-to-end Compliance

MLPS Level 3, ISO 27001, SM-cipher support, with compliance auditing and operation logs.

🏛️

Sovereign Cloud Deployment

Localized compute and compliance frameworks per country/region, powering "Sovereign AI" strategies.

🔍

Auditable & Observable

Every action logged, role-based access control — fully traceable and auditable at any time.

🌐 Sovereign AI Value

Enjoy China's large-scale, low-cost advanced compute — strictly within compliance.

Match the Optimal Compute
to Your AI Business

From hardware selection to Agents, inference, fine-tuning and compliant go-global — our team tailors the plan for you.