Features
Serverless API for GLM-5.2, GLM-5.1, Qwen3.5, DeepSeek V4 Flash
Dedicated endpoints with <24h optimization turnaround
Profile-guided inference stack optimization across model/engine/kernel/hardware
152.1 tokens/s output speed for GLM-5.1 (Reasoning)
288.5 tokens/s output speed for Qwen 3.5 397B-A17B
Wafer-ai CLI for GPU-powered coding agents
GPU kernel profiling in VS Code/Cursor
KernelArena benchmark for AI-generated GPU kernels
Built-in Perfetto trace viewer and trace comparison
Cloud Compiler Analyzer (PTX/SASS) in IDE
GPU docs and remote kernel evaluation
Workspace GPU compute for coding agents
Order-of-magnitude speedups on AMD GPUs via kernel engineering
Heterogeneous compute with custom kernels (e.g., AMD MI355X)
NVFP4 quantization for Blackwell inference (e.g., Kimi K2.6)
Command generative model: agentic, multimodal, 49 languages
North Mini Code open-source agentic coding model
Transcribe speech-to-text in 14 languages
Embed multimodal text representations for RAG
Rerank relevance boosting for search quality
Model Vault dedicated secure inference per instance
Private deployment in VPC, on-premises, or Model Vault
North enterprise AI workplace platform with agents
Compass intelligent search and discovery system
LLM serving fairness to prevent noisy neighbor effects
Customization via fine-tuning on proprietary data
Multi-layered security and industry certifications
API access with trial and production keys
Agentic tool orchestration and reasoning
Integration with Wiz for security incident automation via MCP
