The fastest way to run
any AI model on demand.
Call 200+ open and proprietary models through one OpenAI-compatible API. No GPUs to manage, no cold starts to fight — just send a request and pay per token.
Connect any AI model — proprietary or open-weight — via private AI inference.
Production inference,
without the ops.
Blazing-fast inference
Purpose-built serving stack with speculative decoding and optimized kernels delivers industry-leading tokens/sec and sub-second time-to-first-token.
One API, every modality
Chat, reasoning, vision, image, video, audio, embeddings, and rerank — all behind a single OpenAI-compatible endpoint. Swap models with one line.
Zero infrastructure
No GPUs to provision, no clusters to babysit, no scaling to configure. We handle capacity, autoscaling, and failover so you ship instead of ops.
Pay per token
Only pay for what you use, billed per token or per request. No idle costs, no minimums. Scale from your first prototype to billions of tokens.
Already know the
OpenAI SDK? You're done.
Point your existing OpenAI client at garlicmax and keep every method you already use. Switch between DeepSeek, Llama, Qwen, or a private fine-tune by changing a single string.
- Works with official OpenAI SDKs in every language
- Streaming, tools, JSON mode & structured outputs
- Same endpoint for vision, audio, and embeddings
A model for every task.
DeepSeek-V3
Llama 4 Maverick
Qwen3 235B
Kimi K2
GLM-4.6
FLUX.1 [dev]
Whisper Large v3
BGE-M3
Up to 2x faster
than alternatives.
Median output speed in tokens per second, measured on identical prompts against commodity inference providers.
Scale from prototype
to dedicated fleet.
Private AI Compute
On-demand, pay-per-token
- Instant, no setup
- Pay per token
- Shared capacity
- Auto-scaling
- Best for prototyping & spiky traffic
Provisioned Throughput
Reserved capacity, predictable cost
- Reserved tokens/sec
- Hourly commitment
- Guaranteed rate limits
- Auto-scaling within tier
- Best for steady production load
Dedicated Model
Private endpoint, isolated GPUs
- Dedicated GPU pool
- Per-GPU-hour
- No noisy neighbors
- Custom autoscaling
- Best for high-volume & low latency
Dedicated Container
Bring your own model & runtime
- Custom containers
- Per-GPU-hour
- Full isolation
- Fine-tuned & private weights
- Best for custom or private models
Enterprise-grade by default.
Your prompts and completions are never used to train models. Encryption in transit and at rest, granular API keys, and audit logging come standard on every plan.
Ship your first
inference call today.
Free credits to start. No credit card, no infrastructure, no commitment.