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Inference for real-time agent workloads

The inference layer
your agents run on.

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

OpenAI-compatible API3-day trial, then $5/mo99.9% uptimeNo data training on your prompts

Used by developers from leading tech companies and universities

84+
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, 3-day trial, then $5/mo 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, the full model catalog, 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

Kimi K3, GLM-5, DeepSeek V4 — multi-step chain-of-thought with native tool calling.

Coding Agents

Qwen3 Coder, Kimi K3, DeepSeek V4 Pro — 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 frontier and open-source models, or bring your own fine-tuned model ID.

2.

Get your API key

Sign up, 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

84+ models. One API.

Browse every model, then sign in to test them in the AI Settings 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
Usage cost$0.025 per image
Try in Playground

Whisper Transcription

OpenAI

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

audiotranscriptionspeech-to-text
Fast
Usage cost$0.006 per minute
Try in Playground

Whisper Translation

OpenAI

Translate any language audio to English text using Whisper.

audiotranslation
Fast
Usage cost$0.006 per minute
Try in Playground

Text-to-Speech

OpenAI

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

audio-generationtext-to-speechspeech
Fast
Usage cost$0.015 per 1000 characters
Try in Playground

Llama-4-Maverick-17B

digitalocean

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

textmultimodal
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
Usage cost$0.02 per image
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
Usage cost$0.2 per 5s video
Try in Playground

Seedance I2V

AINative Cloud

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

image-to-videovideo-generation
Medium High
Usage cost$0.26 per 5s video
Try in Playground

Sora2

AINative Cloud
Pro

Premium cinematic quality image-to-video generation

image-to-videovideo-generation
Slow Cinematic
Usage cost$0.4 per 4s video
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
Usage cost$0.5 per video
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
Usage cost$0.25 per video
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
Usage cost$0.15 per video
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
Usage cost$0.0024 per request
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
Usage cost$0.0024 per request
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
Usage cost$0.007 per generation
Try in Playground

Qwen Coder 32B

AINative Cloud

Qwen Coder 32B — served via ainative.

textcoding
Try in Playground

Qwen Coder 7B

AINative Cloud

Qwen Coder 7B — served via ainative.

textcoding
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
Usage cost$0.01 per track
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

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

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
Usage cost$0.4 per video
Try in Playground

Google Gemini 2.5 Flash

AINative Cloud

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

textfast
Very Fast High
Try in Playground

Mistral Medium

AINative Cloud

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

text
Very Fast High
Try in Playground

Cohere Command A

AINative Cloud

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

texttools
Fast High
Try in Playground

Qwen3 32B

digitalocean

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

text
Fast High
Try in Playground

Qwen3 Coder Flash

digitalocean

Qwen3 Coder Flash — served via digitalocean.

codingfast
Try in Playground

Llama 3.3 70B

digitalocean

Llama 3.3 70B — served via digitalocean.

text
Try in Playground

Llama 4 Maverick

digitalocean

Llama 4 Maverick — served via digitalocean.

textmultimodal
Try in Playground

GPT-OSS 120B

digitalocean

GPT-OSS 120B — served via cerebras.

texttools
Try in Playground

Kimi K2

digitalocean

Kimi K2 — served via digitalocean.

codingtools
Try in Playground

Kimi K2.6

digitalocean

Kimi K2.6 — served via digitalocean.

textcodingreasoning
Try in Playground

Kimi K2.5

digitalocean

Kimi K2.5 — served via digitalocean.

textcodingreasoning
Try in Playground

Kimi K3

digitalocean

Kimi K3 — served via digitalocean.

textcodingreasoning
Try in Playground

Kimi K2 Thinking

digitalocean

Kimi K2 Thinking — served via digitalocean.

codingreasoning
Try in Playground

DeepSeek V4 Flash

digitalocean

DeepSeek V4 Flash — served via digitalocean.

textfast
Try in Playground

DeepSeek V3.2

nvidia

DeepSeek V3.2 — served via nvidia.

text
Try in Playground

Nemotron Super 49B

nvidia

Nemotron Super 49B — served via nvidia.

textreasoning
Try in Playground

Mistral Large 3

AINative Cloud

Mistral Large 3 — served via nvidia.

texttools
Try in Playground

Qwen2.5 72B

AINative Cloud

Qwen2.5 72B — served via ainative.

textfast
Try in Playground

GPT-5.3 Codex

digitalocean

GPT-5.3 Codex — served via digitalocean.

codingfast
Try in Playground

DeepSeek 4 Flash

digitalocean

DeepSeek 4 Flash — served via digitalocean.

textfast
Try in Playground

DeepSeek R1 Distill Qwen 7B

nvidia

DeepSeek R1 Distill Qwen 7B — served via nvidia.

reasoning
Try in Playground

DeepSeek R1 Distill Llama 8B

nvidia

DeepSeek R1 Distill Llama 8B — served via nvidia.

reasoning
Try in Playground

DeepSeek R1 Distill Llama 70B

digitalocean

DeepSeek R1 Distill Llama 70B — served via digitalocean.

reasoning
Try in Playground

Claude Sonnet 4.5

Anthropic

Claude Sonnet 4.5 — served via anthropic.

texttools
Try in Playground

Claude Opus 4

Anthropic

Claude Opus 4 — served via anthropic.

texttools
Try in Playground

Claude Sonnet 4.6

Anthropic

Claude Sonnet 4.6 — served via anthropic.

texttools
Try in Playground

Claude Opus 4.5

Anthropic

Claude Opus 4.5 — served via anthropic.

texttools
Try in Playground

Claude Opus 4.6

Anthropic

Claude Opus 4.6 — served via anthropic.

texttools
Try in Playground

DeepSeek R1

digitalocean

DeepSeek R1 — served via digitalocean.

reasoning
Try in Playground

Llama 4 Maverick 17B

digitalocean

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

textmultimodal
Fast High
Try in Playground

Llama 3.3 70B

digitalocean

Llama 3.3 70B — served via digitalocean.

text
Try in Playground

Llama 3.1 8B

nvidia

Llama 3.1 8B — served via nvidia.

textfast
Try in Playground

Llama 3.2 11B Vision

nvidia

Llama 3.2 11B Vision — served via nvidia.

textmultimodal
Try in Playground

Llama 3.2 90B Vision

nvidia

Llama 3.2 90B Vision — served via nvidia.

textmultimodal
Try in Playground

Qwen3 14B

AINative Cloud

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

text
Very 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.

textfast
Very Fast Good
Try in Playground

Qwen3.5 397B

digitalocean

Qwen3.5 397B — served via digitalocean.

text
Try in Playground

DeepSeek V3

digitalocean

DeepSeek V3 — served via digitalocean.

text
Try in Playground

Mistral 3 14B

digitalocean

Mistral 3 14B — served via digitalocean.

text
Try in Playground

Gemma 4 31B

digitalocean

Gemma 4 31B — served via digitalocean.

text
Try in Playground

GPT-OSS 20B

digitalocean

GPT-OSS 20B — served via digitalocean.

text
Try in Playground

Qwen3.5 397B MoE

digitalocean

Qwen3.5 397B MoE — served via digitalocean.

textcodingreasoning
Try in Playground

Qwen3 Coder 30B

AINative Cloud

Qwen3 Coder 30B — served via digitalocean.

textcodingfast
Try in Playground

Qwen3 Coder Next 80B

AINative Cloud

Qwen3 Coder Next 80B — served via ainative.

textcodingfast
Try in Playground

MiniMax M2.7

minimax

MiniMax M2.7 — served via minimax.

textcodingreasoning
Try in Playground

GLM-5.3

digitalocean

GLM-5.3 — served via digitalocean.

textcodingreasoning
Try in Playground

GLM-5

digitalocean

GLM-5 — served via digitalocean.

textcodingreasoning
Try in Playground

GLM-5.2

digitalocean

GLM-5.2 — served via digitalocean.

textcodingreasoning
Try in Playground

DeepSeek V4 Pro

digitalocean

DeepSeek V4 Pro — served via digitalocean.

textcodingreasoning
Try in Playground

DeepSeek 3.2

digitalocean

DeepSeek 3.2 — served via digitalocean.

textreasoning
Try in Playground

MiniMax M2.5

digitalocean

MiniMax M2.5 — served via digitalocean.

textcodingreasoning
Try in Playground

MiMo v2.5 Pro

digitalocean

MiMo v2.5 Pro — served via digitalocean.

textreasoning
Try in Playground

Arcee Trinity Large Thinking

digitalocean

Arcee Trinity Large Thinking — served via digitalocean.

textreasoning
Try in Playground

Nemotron 3 Ultra 550B

digitalocean

Nemotron 3 Ultra 550B — served via digitalocean.

textreasoning
Try in Playground

Nemotron 3 Super 120B

digitalocean

Nemotron 3 Super 120B — served via digitalocean.

textreasoning
Try in Playground

Nemotron Nano 12B VL

digitalocean

Nemotron Nano 12B VL — served via digitalocean.

textmultimodalfast
Try in Playground

Gemma 3 27B

AINative Cloud

Gemma 3 27B — served via ainative.

textmultimodal
Try in Playground

Gemma 3 12B

AINative Cloud

Gemma 3 12B — served via ainative.

textmultimodal
Try in Playground

Phi-4

AINative Cloud

Phi-4 — served via ainative.

text
Try in Playground

GLM-5.1

digitalocean

GLM-5.1 — served via digitalocean.

textcodingreasoning
Try in Playground

Llama 4 Scout

AINative Cloud

Llama 4 Scout — served via ainative.

textmultimodalfast
Try in Playground

84 Models via One API

Every model above is callable from the same OpenAI-compatible endpoint. Additional provider aliases resolve to these models — use any ID your agent already calls.

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

Reasoning Models

  • Kimi K3kimi-k3
  • GLM-5glm-5
  • DeepSeek V4 Prodeepseek-v4-pro
  • DeepSeek R1deepseek-r1
  • Kimi K2 Thinkingkimi-k2-thinking

Large Context & MoE

  • Qwen3.5 397B MoEqwen3.5-397b-a22b-instruct
  • Qwen3.5 72Bqwen3.5-72b-instruct
  • Llama 4 Maverickllama-4-maverick
  • Nemotron 3 Super 120Bnemotron-3-super-120b
  • GPT OSS 120Bgpt-oss-120b

Ultra-Fast

  • GPT OSS 20Bgpt-oss-20b
  • Qwen Coder 7Bqwen-coder-7b
  • ~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"
  }'
3-day trial, then $5/mo

Start running agents today

1,000 API credits on the $5/mo Hobbyist plan (3-day trial, then $5/mo). Every model. Instant access.