SophNet | Cloud computing power platform

SophNet is an enterprise - level large - model API service platform developed by SOPHGO, which is committed to providing high - performance and highly available AI capabilities. Here is a detailed introduction:

Platform Overview

Powerful Background Support: Relying on the powerful computing power of SOPHGO's self - developed TPU processor, SophNet builds a one - stop model service platform that is "faster, more stable, and more cost - effective".

Target Audience: It is designed for developers, including AI beginners and experienced developers, enabling them to easily achieve rapid access and efficient management of AI capabilities.

Core Features

Rich Model Resources: It has integrated mainstream open - source models such as DeepSeek - V3.2, DeepSeek - R1 - 0528, MiniMax - M2.1, Qwen3, Kimi K2 Thinking, GLM - 4.7, and LongCat. It also exclusively releases DeepSeek - V3.2 - Fast and DeepSeek - V3.1 - Fast extreme - speed versions with a speed of up to 150tps, and supports private model hosting.

Fast and Stable Inference: Based on its own high - concurrency inference cluster, through system - level optimizations such as pipeline parallelism and request orchestration optimization, it realizes the technical breakthrough of stably maintaining extremely high throughput. The 实测推理速度 of DeepSeek - V3.2 - Fast extreme - speed version can break through 100+TPS, which is several times higher than the conventional services in the market.

Easy to Access: It supports Python SDK and REST API, providing flexible access methods to meet the technical stacks and preferences of different developers. Developers can quickly integrate the powerful AI capabilities of DeepSeek with just a few lines of code, and the platform also provides detailed API documentation for reference.

High - quality Service Guarantee: The platform gateway and backend are both deployed on Alibaba Cloud's global infrastructure and have been deeply optimized. It adopts a distributed architecture and load - balancing strategy to effectively eliminate the risk of single - point failures, and promises to provide more than 99.9% service availability. At the same time, all API calls are forced to be encrypted and transmitted through the standard HTTPS protocol, and the platform adheres to the design principle of "only processing without persisting" the core content of user requests and responses, minimizing the risk of data leakage.

Convenient Team Collaborationsophnet.com: It supports multi - person collaborative development and unified API management, which is convenient for teams to carry out development work.

Application Scenarios

Automated Agent: It supports thinking while calling tools/retrieving/executing/verifying, reducing iterative trial - and - error, and quickly converging high - quality results.

Financial Risk Control and Market Interpretation: It can complete multi - source data pulling, rule verification, and strategy generation within a second - level window, with lower latency and greater stability.

Medical Q&A and Operations Seats: AI conversations are closer to "instant response", with shorter waiting times and higher satisfaction.

Real - time Live Streaming and Real - time Translation: Real - time companion chatting, cross - language transcription, and summarization under high TPS, stable without 卡顿.

Complex Tool Chain Orchestration: In long - link, multi - step, and multi - role collaboration, it reduces costs and improves the delivery rate with more refined output and stronger tool capabilities.