Second State vs. Wafer Comparison


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About Fast, lightweight, portable, rust-powered, and OpenAI compatible. We work with cloud providers, especially edge cloud/CDN compute providers, to support microservices for web apps. Use cases include AI inference, database access, CRM, ecommerce, workflow management, and server-side rendering. We work with streaming frameworks and databases to support embedded serverless functions for data filtering and analytics. The serverless functions could be database UDFs. They could also be embedded in data ingest or query result streams. Take full advantage of the GPUs, write once, and run anywhere. Get started with the Llama 2 series of models on your own device in 5 minutes. Retrieval-argumented generation (RAG) is a very popular approach to building AI agents with external knowledge bases. Create an HTTP microservice for image classification. It runs YOLO and Mediapipe models at native GPU speed.	About Wafer delivers the fastest open source LLMs for enterprise through serverless and dedicated inference built for production AI workloads. Its serverless inference gives teams access to top open models with no infrastructure, no deployment overhead, and fast APIs, including GLM-5.2-Fast for low-latency inference with EAGLE speculative decoding and a per-stream throughput SLA, GLM-5.2 as a flagship model with stronger coding and reasoning capabilities, and more. Wafer’s technology uses agents that optimize inference across the stack, identifying and enhancing bottlenecks in orchestration, algorithms, serving engines, GPU kernels, and diverse hardware. It profiles the stack to see whether latency or throughput comes from scheduling, decoding, kernels, memory pressure, or hardware fit, then tries many paths and ships the measured winner. Instead of relying on a single switch or heuristic, Wafer searches model, engine, kernel, and hardware combinations.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers in search of a runtime solution to build cloud-native applications	Audience Enterprises and product teams that need faster, production-ready inference for open LLMs without managing the full optimization stack
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Second State United States www.secondstate.io	Company Information Wafer United States www.wafer.ai/
Alternatives NVIDIA DGX Cloud Serverless Inference NVIDIA	Alternatives Canopy Wave
WebLLM	Chutes
LM-Kit.NET LM-Kit	Fireworks AI
UbiOps	vLLM
Wafer View All	Photon Moondream View All
Categories AI Inference Supported Artificial Intelligence Supported Retrieval-Augmented Generation (RAG) Supported	Categories AI Inference Supported

Integrations Apache APISIX Supported ChatGPT Supported DeepSeek Not Supported Filecoin Supported GLM-5.1 Not Supported GLM-5.2 Not Supported GitHub Supported GitLab Supported JavaScript Supported Llama 2 Supported Nebula Graph Supported Node.js Supported OpenAI Supported OpenRouter Not Supported Polkadot Supported Python Supported Qwen Not Supported Telegram Supported WebAssembly Supported X (Twitter) Supported Show More Integrations View All 25 Integrations	Integrations Apache APISIX Not Supported ChatGPT Not Supported DeepSeek Supported Filecoin Not Supported GLM-5.1 Supported GLM-5.2 Supported GitHub Not Supported GitLab Not Supported JavaScript Not Supported Llama 2 Not Supported Nebula Graph Not Supported Node.js Not Supported OpenAI Not Supported OpenRouter Supported Polkadot Not Supported Python Not Supported Qwen Supported Telegram Not Supported WebAssembly Not Supported X (Twitter) Not Supported Show More Integrations View All 8 Integrations
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