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Inference for real-time agent workloads

The inference layer
your agents run on.

32+ models optimized for agent workloads — tool calling, sub-50ms TTFT, 2,000+ tok/s. One OpenAI-compatible API. Free to start.

OpenAI-compatible APINo credit card required99.9% uptimeNo data training on your prompts
32+
AI Models
2,000+
Tokens/sec (Cerebras)
<50ms
Time-to-First-Token
100%
Tool Call Support
Inference 2.0

Stop juggling providers.
Make inference yours.

Most agent stacks are held hostage by fragmented APIs with different keys, schemas, and rate limits. There's a better way.

The old way
  • Juggle API keys across 10+ providers
  • Shared quotas — one spike kills your agent
  • Peak-hour latency spikes with no recourse
  • Different SDKs, schemas, and auth per model
  • Cost surprises as usage scales
With AINative
  • One key, every model — swap without code changes
  • Dedicated capacity on Cerebras for throughput-critical loops
  • Sub-50ms TTFT across all major models
  • OpenAI-compatible API — no SDK migration needed
  • Transparent per-token pricing, free tier to start
Platform

The platform for high-performance
agent inference

Serve open-source, frontier, and fine-tuned models on infrastructure purpose-built for real-time agent workloads.

Fast, Scalable Inference

Serve models at SoTA speeds. Cerebras wafer-scale hardware at 2,000+ tok/s for throughput-critical workloads.

Model Playground / Sandbox

Test any model and prototype your agent pipelines before writing a line of production code.

API Usage Analytics

Track token usage, latency, cost, and model performance across your entire fleet from one dashboard.

Universal Tool Calling

Native function calling on every compatible model. Agents act — they don't just respond.

Zero-Downtime Model Switching

Change the model ID in your request body. No redeployment, no config changes, no downtime.

Team & Org Management

Shared API keys, usage quotas per team, and org-level billing — built for multi-team agent deployments.

Secure by Default

API key auth, request logging, and rate limiting out of the box. No data training on your prompts.

Multi-Model Routing

Route to the fastest or cheapest model for each task. One endpoint, 65+ models, your logic.

Use Cases

Your SLA needs are unique.
Your inference stack should be too.

Match the right model to the right task. Switch instantly — same API, same key.

Reasoning Agents

DeepSeek R1, Kimi K2 Thinking — multi-step chain-of-thought with native tool calling.

Coding Agents

Qwen3 Coder, Devstral, NousCoder — built for code generation and multi-file refactoring.

Voice Agents

Whisper transcription + TTS in a single API. Real-time speech-to-action pipelines.

RAG Pipelines

BGE and Cohere embed models with sub-50ms latency. Index and retrieve at agent speed.

Multi-Agent Swarms

Route tasks to specialized models per agent. One key, consolidated billing, no quota juggling.

High-Throughput Loops

Cerebras-backed Llama and Qwen3 at 2,000+ tokens/sec. Built for agentic feedback loops.

Get Started

From zero to inference in 3 steps

1.

Pick your model

Choose from 65+ frontier and open-source models, or bring your own fine-tuned model ID.

2.

Get your API key

Sign up free, grab your key. OpenAI-compatible — point any existing agent at AINative instantly.

3.

Ship your agent

Call the API with tool definitions. Your agent acts in real time. Scale up as you grow.

Model Catalog

32+ models. One API.

Browse and test every model in the playground — no signup required to explore.

Mistral Medium

Mistral

Mistral Medium — fast and efficient code generation and text completion. 32k context window.

codecode-generationtext-generation
Very Fast High
Try in Playground

Cohere Command A

Cohere

Cohere Command A — enterprise-grade language model optimized for RAG, tool use, and code generation.

codecode-generationtext-generationtool-use
Fast High
Try in Playground

Google Gemini 2.0 Flash

Google

Google Gemini 2.0 Flash — multimodal AI model with code generation, reasoning, and 1M token context window.

codecode-generationtext-generationmultimodal
Very Fast High
Try in Playground

Qwen Image Edit

AINative Cloud

High-quality image generation with LoRA style transfer support. Resolutions from 512x512 to 2048x2048.

image-generationtext-to-image
Fast High
Try in Playground

Claude-3-Sonnet

Anthropic

Anthropic Claude 3 Sonnet - Balanced performance and cost

chattext_generationcompletionanalysis+1
Try in Playground

GPT-4

OpenAI

OpenAI GPT-4 - Advanced reasoning and complex tasks

chattext_generationcompletionfunction_calling+1
Try in Playground

Llama-4-Maverick-17B

Meta

Meta LLAMA 4 Maverick 17B model - 400B parameters, optimized for coding and chat

chattext_generationcompletioncode_chat+1
Try in Playground

Whisper Transcription

OpenAI

Speech-to-text transcription supporting 99+ languages. Convert audio/video to text.

audiotranscriptionspeech-to-text
Fast
Try in Playground

Whisper Translation

OpenAI

Translate any language audio to English text using Whisper.

audiotranslation
Fast
Try in Playground

Text-to-Speech

OpenAI

Generate natural-sounding speech from text with multiple voice options.

audio-generationtext-to-speechspeech
Fast
Try in Playground

GPT-4

OpenAI

OpenAI's GPT-4 — state-of-the-art language model with strong code generation, complex reasoning, and instruction following.

codecode-generationtext-generationchat+1
Medium High
Try in Playground

Claude 3.5 Sonnet

Anthropic

Anthropic's Claude 3.5 Sonnet — excellent at code generation with strong safety and instruction following. Ideal for complex multi-file refactoring.

codecode-generationtext-generationchat+1
Medium High
Try in Playground

BGE Small EN v1.5

AINative Cloud

Fast and efficient embedding model with 384 dimensions. Ideal for semantic search and text similarity tasks.

embeddingsemantic-search
Fast
Try in Playground

BGE Base EN v1.5

AINative Cloud

Balanced embedding model with 768 dimensions. Good trade-off between speed and quality.

embeddingsemantic-search
Medium
Try in Playground

BGE Large EN v1.5

AINative Cloud

High-quality embedding model with 1024 dimensions. Best for accuracy-critical applications.

embeddingsemantic-search
Slow High
Try in Playground

MiniMax Image-01

AINative Cloud

MiniMax's image generation model supporting text-to-image and image-to-image with custom aspect ratios and high-resolution output.

image-generationtext-to-imageimage-to-image
Fast High
Try in Playground

Alibaba Wan 2.2 I2V 720p

AINative Cloud

Wan 2.2 is an open-source AI video generation model that utilizes a diffusion transformer architecture for image-to-video generation

image-to-videovideo-generation
Fast High
Try in Playground

Seedance I2V

AINative Cloud

Advanced image-to-video generation with high-quality motion synthesis

image-to-videovideo-generation
Medium High
Try in Playground

Sora2

AINative Cloud
Pro

Premium cinematic quality image-to-video generation

image-to-videovideo-generation
Slow Cinematic
Try in Playground

Text-to-Video Model

AINative Cloud
Pro

Premium text-to-video generation with 1-10 second duration. HD 1280x720 resolution.

text-to-videovideo-generation
Slow High
Try in Playground

CogVideoX-2B

AINative Cloud

Text-to-video generation with 17, 33, or 49 frames. 8 FPS output in MP4 format.

text-to-videovideo-generation
Slow High
Try in Playground

MiniMax Hailuo 2.3

AINative Cloud

MiniMax's flagship video generation model. Creates high-quality 720p 25fps videos from text prompts or images with cinematic motion and realistic physics.

video-generationtext-to-videoimage-to-video
Medium High
Try in Playground

MiniMax Hailuo 2.3 Fast

AINative Cloud

Fast variant of MiniMax Hailuo — generates videos in seconds. Ideal for prototyping and real-time applications. 720p quality.

video-generationtext-to-videofast-generation
Fast Medium
Try in Playground

MeloTTS

AINative Cloud

High-quality multilingual text-to-speech with natural prosody. Supports English, Spanish, French, Chinese, Japanese, and Korean. Deployed on T4 GPU for fast inference.

audio-generationtext-to-speechmultilingual
Fast
Try in Playground

Kokoro-82M

AINative Cloud

Lightweight and fast text-to-speech model with natural voice quality. Optimized for real-time applications. Deployed on T4 GPU with ultra-fast inference.

audio-generationtext-to-speechfast-inference
Fast
Try in Playground

Qwen3 14B

AINative Cloud

Qwen3 14B — 128k context, tool calling support. Fast and capable coding model with function calling.

codecode-generationtext-generationtool-use+1
Very Fast High
Try in Playground

MiniMax TTS Sync

AINative Cloud

Premium real-time text-to-speech with diverse voice profiles. Delivers fast, natural-sounding audio with studio-grade clarity.

audio-generationtext-to-speechvoice-profiles
Fast
Try in Playground

MiniMax Music 2.5

AINative Cloud

AI-powered music generation engine that transforms text prompts and lyrics into original, studio-quality tracks. Control genre, mood, and style to produce dynamic 10–60 second compositions on demand.

audio-generationmusic-generationai-composition
Medium
Try in Playground

NousCoder

AINative Cloud

Specialized coding model with advanced code generation capabilities and programming language support.

codecode-generationtext-generation
Fast High
Try in Playground

Llama 4 Maverick 17B

AINative Cloud

Meta's Llama 4 Maverick — 400B parameter MoE model with 17B active parameters. Excellent at code generation, reasoning, and multilingual tasks.

codecode-generationtext-generationchat
Fast High
Try in Playground

Qwen3 32B

AINative Cloud

Qwen3 32B — 128k context, tool calling support. Best open-source model for agentic coding with function calling.

codecode-generationtext-generationtool-use+1
Fast High
Try in Playground

Qwen3 8B

AINative Cloud

Qwen3 8B — 128k context, tool calling support. Lightweight coding model with function calling, ideal for fast iterations.

codecode-generationtext-generationtool-use+1
Very Fast Good
Try in Playground

63 More Models via API

The playground shows our most-used models. The full catalog includes 147+ model aliases — use any ID with the same endpoint your agent already calls.

GET /api/v1/public/ai-registry/models

Reasoning Models

  • DeepSeek R1deepseek-r1
  • Kimi K2 Thinkingkimi-k2-thinking
  • Magistral Smallmagistral-small-2506
  • Magistral Mediummagistral-medium-2506

Large Context & MoE

  • Qwen3.5 397B MoEqwen3.5-397b-a22b-instruct
  • Qwen3.5 72Bqwen3.5-72b-instruct
  • Llama 3.1 405Bllama-3.1-405b
  • Nous Hermes 3 405Bnous-hermes-3-405b
  • Mixtral 8×22Bmixtral-8x22b

Ultra-Fast (Cerebras)

  • Llama 3.1 8Bllama3.1-8b-cerebras
  • Qwen3 235Bqwen3-235b-cerebras
  • ~2,000 tokens/sec on dedicated wafer-scale hardware

All models use the same endpoint: POST https://api.ainative.studio/v1/chat/completions with "model": "<api_id>"

Swap models. Keep your agent.

OpenAI-compatible. Change the model ID — nothing else. Works with LangChain, CrewAI, AutoGen, and any framework that calls the chat completions API.

curl -X POST https://api.ainative.studio/api/v1/chat/completions \
  -H "X-API-Key: $AINATIVE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "qwen3-32b",
    "messages": [{"role": "user", "content": "Summarize this page"}],
    "tools": [{
      "type": "function",
      "function": {
        "name": "web_search",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {"type": "string"}
          }
        }
      }
    }],
    "tool_choice": "auto"
  }'
No credit card required

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1,000 free API credits. Every model. Every category. Instant access.