Avian AI Inference Platform
Fast, affordable pay-per-token AI inference API with multiple frontier models.
Pricing
About Avian AI Inference Platform
Avian is an AI inference API platform designed for developers who need production-grade speed and cost efficiency. It provides access to frontier open-source large language models like DeepSeek, Kimi, GLM, and MiniMax through an OpenAI-compatible endpoint. Users pay only for the tokens they consume with no monthly subscription or rate limits. The platform is built on NVIDIA B200 GPUs with speculative decoding, achieving 489 tokens/second on DeepSeek V3.2—significantly faster than OpenAI's GPT-4o at 120 tokens/second, while costing roughly 4x less. Avian serves developers and enterprises building AI-powered applications, particularly those using coding tools like Cursor, Claude Code, and Cline. The platform features built-in vision analysis, web search, web reader capabilities, and native tool calling across all models. A notable limitation is that it focuses primarily on inference speed rather than model training or fine-tuning capabilities.
At a glance
- Company
- Avian Data Inc.
- Platforms
- Web, API
- API
- Available
- Integrations
- Cursor, Claude Code, Cline, Windsurf, Kilo Code, Aider
- Last verified
- July 2026
Who It's For
- •Developers building AI-powered applications and coding tools
- •Enterprises requiring production-grade AI inference at scale
- •Users of Cursor, Claude Code, Cline, and other AI-powered development tools
- •Companies seeking cost-effective alternatives to OpenAI
How It Works
- 1Avian hosts frontier open-source LLMs on NVIDIA B200 GPUs with speculative decoding technology
- 2Users make API requests through an OpenAI-compatible endpoint using a single API key
- 3Tokens are processed at high speed (489 tok/s for DeepSeek V3.2) with zero cold-start latency
- 4No data is stored after requests; all processing occurs on SOC/2 approved Microsoft Azure infrastructure
How to Use Avian AI Inference Platform
- 1Create an account and obtain an API key from avian.io
- 2Change the base URL and API key in existing OpenAI code (one-line change)
- 3Select from available models (DeepSeek V3.2, Kimi K2.5, GLM-5.1, MiniMax M2.5, etc.)
- 4Make API calls identical to OpenAI format; billing is per million tokens consumed
- 5Integrate with compatible coding tools like Cursor, Claude Code, Cline, or Windsurf
Key Features
- •Multiple frontier models: DeepSeek V3.2, Kimi K2.5, GLM-5.1, MiniMax M2.5
- •OpenAI-compatible API for drop-in replacement
- •Built-in vision analysis, web search, web reader, and native tool calling
- •Pay-as-you-go pricing with no monthly subscription or rate limits
- •Ultra-fast inference: 489 tokens/second on DeepSeek V3.2
- •Zero cold-start latency with 0ms startup time
- •SOC/2 approved infrastructure on Microsoft Azure
- •GDPR and CCPA compliance with zero data retention
Use Cases
- •AI-powered coding assistants and code editors requiring fast inference
- •Real-time data analysis and natural language queries on enterprise data sources
- •Production applications needing high-speed LLM inference without rate limits
- •Cost-sensitive projects requiring affordable per-token pricing with no subscription fees
Pros & Cons
Advantages
- •Significantly faster inference speed (489 tok/s vs OpenAI's 120 tok/s) enabling real-time responsiveness
- •Dramatically lower costs (~$0.33 per 1M output tokens for DeepSeek V3.2 vs $10 for GPT-4o)
- •OpenAI-compatible API allows seamless migration with minimal code changes
- •Enterprise security with SOC/2 approval, GDPR/CCPA compliance, and zero data retention
Disadvantages
- •Reliant on open-source models rather than proprietary closed-source models like GPT-4 or Claude
- •Limited to inference capabilities; no fine-tuning or model training options available
- •Smaller company compared to OpenAI/Anthropic, which may raise concerns about long-term reliability
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Frequently Asked Questions
What is Avian AI Inference Platform?
Avian is an AI inference API platform designed for developers who need production-grade speed and cost efficiency. It provides access to frontier open-source large language models like DeepSeek, Kimi, GLM, and MiniMax through an OpenAI-compatible endpoint.
How much does Avian AI Inference Platform cost?
Avian AI Inference Platform has paid plans starting at $0.10.
Is Avian AI Inference Platform free?
Avian AI Inference Platform is a paid tool and does not offer a free plan.
What are the best Avian AI Inference Platform alternatives?
Popular Avian AI Inference Platform alternatives include Eden AI, Dify AI, Cohere.
What is Avian AI Inference Platform used for?
Avian AI Inference Platform is commonly used for AI-powered coding assistants and code editors requiring fast inference, Real-time data analysis and natural language queries on enterprise data sources, Production applications needing high-speed LLM inference without rate limits.
Does Avian AI Inference Platform have an API?
Yes, Avian AI Inference Platform offers an API for developers.
What platforms does Avian AI Inference Platform support?
Avian AI Inference Platform is available on Web, API.
Information Accuracy
Please note: While we regularly update all tool information including descriptions, features, pricing, and other details, this information may change over time as tools evolve and update their offerings. For the most current and accurate information, we recommend visiting the official website directly. Our goal is to provide you with comprehensive and up-to-date information to help you make informed decisions.