The full stack of
decentralized AI
Every capability. One API key. 1,243 models from 124 providers — ten services behind a single endpoint.
Inference
1,243+ models across every major open-source family. OpenAI-compatible format. Smart routing picks the fastest available miner. Streaming, function calling, JSON mode — all supported.
# inference — same as OpenAI from openai import OpenAI client = OpenAI( base_url="https://api.opentau.ai/v1", api_key="otau_your-key" ) response = client.chat.completions.create( model="meta-llama/llama-3.3-70b-instruct", messages=[{ "role": "user", "content": "Explain Bittensor" }] )
Fine-Tuning Live
$5/hr — 5x cheaper than OpenAI. QLoRA and full fine-tune on any open-source model. Upload your dataset, train on decentralized GPUs, deploy the result to your inference endpoint automatically.
# fine-tune for $5/hr job = client.fine_tuning.jobs.create( model="meta-llama/llama-3.1-8b-instruct", training_file="file-abc123", hyperparameters={ "method": "qlora", "n_epochs": 3, "learning_rate": 2e-4 } ) # → job.id = "ftjob-..."
Search Live
Web, X/Twitter, Reddit, and ArXiv search via 8 decentralized and hybrid providers. AI-powered search with citations, summaries, and source links. No tracking, no filter bubbles.
# search the web + X/Twitter curl https://api.opentau.ai/v1/search \ -H "Authorization: Bearer otau_your-key" \ -H "Content-Type: application/json" \ -d '{ "query": "latest Bittensor subnet launches", "model": "desearch/ai-search", "max_results": 10 }'
Image Generation Live
Generate images from text prompts via FLUX, Stable Diffusion, and more. Multiple sizes, batch generation, fast inference on dedicated GPU clusters. Same format as OpenAI Images API.
# generate an image with FLUX curl https://api.opentau.ai/v1/images/generations \ -H "Authorization: Bearer otau_your-key" \ -H "Content-Type: application/json" \ -d '{ "prompt": "A mystical rune circle glowing green", "model": "replicate/black-forest-labs/flux-schnell", "n": 1, "size": "1024x1024" }'
Code Execution Live
Run Python, JavaScript, Bash, and more in secure sandboxed environments. Perfect for AI agents that need to execute code, run data analysis, or test hypotheses autonomously.
# execute Python in a sandbox curl https://api.opentau.ai/v1/code/execute \ -H "Authorization: Bearer otau_your-key" \ -H "Content-Type: application/json" \ -d '{ "language": "python", "code": "import math; print(math.pi ** 2)", "model": "e2b/python" }'
Web Scraping Live
Fetch any webpage as clean markdown or structured HTML. Extract content from URLs for RAG pipelines, data collection, or research automation. Handles JavaScript-rendered pages.
# scrape a webpage as markdown curl https://api.opentau.ai/v1/scrape \ -H "Authorization: Bearer otau_your-key" \ -H "Content-Type: application/json" \ -d '{ "url": "https://docs.bittensor.com", "format": "markdown", "model": "webtools/fetch-markdown" }'
Data APIs Live
Access 47 structured data providers through a single endpoint. Crypto prices, math computation, weather, financial filings, geocoding, and more. Feed real-time data directly into your AI pipelines.
# query live exchange rates curl https://api.opentau.ai/v1/data \ -H "Authorization: Bearer otau_your-key" \ -H "Content-Type: application/json" \ -d '{ "model": "livedata/exchange-rate", "query": "TAO/USD" }'
Audio Live
Speech-to-text transcription via Whisper and audio generation via Suno. Process audio input or generate spoken content programmatically through one unified endpoint.
# transcribe or generate audio curl https://api.opentau.ai/v1/audio \ -H "Authorization: Bearer otau_your-key" \ -H "Content-Type: application/json" \ -d '{ "model": "whisper/large-v3", "input": "base64-encoded-audio-data" }'
How OpenTau compares
| Feature | OpenRouter | Together AI | OpenTau |
|---|---|---|---|
| Inference (1,243+ models) | ✓ | ✓ | ✓ |
| Fine-tuning | -- | ✓ | ✓ |
| Search (8 providers) | -- | -- | ✓ |
| Image generation | -- | ✓ | ✓ |
| Code execution | -- | -- | ✓ |
| Web scraping (9 providers) | -- | -- | ✓ |
| Data APIs (47 providers) | -- | -- | ✓ |
| Audio (transcription + gen) | -- | -- | ✓ |
| Cross-subnet pipelines | -- | -- | ✓ |
| Censorship-resistant | -- | -- | ✓ |
| 124 providers | -- | -- | ✓ |
| Free tier | ✓ | -- | ✓ |