Description
Zro by MoonMath.ai is a private inference endpoint specifically designed for coding agents, offering secure and high-performance access to open coding models. The platform emphasizes privacy, ensuring zero request retention and absolutely no training on customer prompts or completions. This commitment to data privacy makes Zro an ideal solution for developers and organizations handling sensitive code or proprietary information.
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The service supports both OpenAI-compatible chat completions and Anthropic-compatible Messages API requests, allowing existing clients and agent tools to easily integrate by pointing to the Zro base URL. This broad compatibility ensures a smooth transition for developers already using these popular API standards. Zro's infrastructure is built on MoonMath.ai's custom serving stack, which includes proprietary attention kernels and serving code, contributing to its fast inference speeds. These optimizations are open-sourced and shared with the community through projects like SGLang, vLLM, and AITER.
Zro provides access to a selection of open models optimized for coding agents, including DeepSeek V4.1 Flash, GLM-5.3, GLM-5.3 Flash, Dolly 1 Security, and Dolly 2 Security. These models are chosen for their capabilities in areas like million-token reasoning, complex coding, and defensive/red-team security workflows. The platform offers multi-region inference, allowing users to select deployment paths on AMD, NVIDIA, and Google TPU hardware, further enhancing performance and data residency options.
Performance metrics from live endpoints demonstrate impressive speeds, with models like DeepSeek V4.1 Flash achieving 220 tokens/second and first token times as low as 0.36 seconds for GLM-5.3 Flash. The high cache hit rates (95-98%) further contribute to the responsiveness of the service. Zro also offers a Zro CLI launcher and specific integration guides for popular coding agents such as Claude Code, Codex, Cursor, Cline, OpenCode, and Hermes, simplifying setup and usage.
Pricing includes a Free plan with daily usage on Flash models, a Pro plan at $20/month for $40 of usage, and a Max plan at $60/month for $120 of usage. Usage packs are also available without a subscription. Additionally, Zro provides web search and document ingestion tools, billed per task, to enhance agent capabilities. The platform is built by a team of mathematicians and engineers focused on low-level algorithms, systems engineering, and hardware-aware optimization, ensuring a robust and efficient private AI inference experience.
- CategoryAI DevOps & Cloud Tools
- Pricing ModelFreemium
- DeploymentCloud
- PlatformsWeb
Zro by MoonMath.ai's Core Features
Private AI inference endpoint
Zero request retention
No training on customer data
OpenAI-compatible chat completions API
Anthropic-compatible Messages API
Multi-region inference
Coding-agent integrations
Fast inference speeds
Custom attention kernels and serving code
Supports DeepSeek V4.1 Flash model
Supports GLM-5.3 and GLM-5.3 Flash models
Supports Dolly 1 Security and Dolly 2 Security models
Runs on AMD, NVIDIA, and Google TPU hardware
Zro CLI launcher for agent configuration
Web search and document ingestion tools
How to use Zro by MoonMath.ai?
Create API Key: Generate an API key through the Zro platform to authenticate your requests.
Configure Client: Point your existing OpenAI-compatible or Anthropic-compatible client or agent tool to the Zro base URL.
Integrate with CLI: For supported tools, use the `@moonmath-ai/zro` npm package and `zro launch` command for quick setup.
Select Model: Choose from available coding models like DeepSeek V4.1 Flash or GLM-5.3 based on your workflow needs.
Send Requests: Make chat completions or messages requests to the Zro endpoint for private AI inference.
Monitor Usage: Track your inference spend and manage usage packs or subscription plans.
Zro by MoonMath.ai's Use Cases
- Private Code Generation
- Secure Agent Workflows
- High-Throughput Coding
- Red-Team Security Analysis
- Long-Context Reasoning
- Tool-Heavy Coding
- OpenAI/Anthropic API Migration
- Multi-Region Deployment
