Open beta

Serverless custom model inference with ultra-fast startup

Deploy, manage, and scale any AI model in a private, high-performance environment with transparent, flexible pricing.

100$ in credits included

Unprecedented model load times

Remarkable checkpoint loading speeds for BF16/FP16 models. As we scale, these times will improve further.

Model	Load Time (Seconds)
Qwen3 4B	0.741
Mistral 7B	1.296
Qwen3 8B	1.481
Meta Llama 3.1 8B	1.481
Mistral-Nemo 12B	2.222
Qwen3 14B	2.593
Mistral-Small 3.1 24B	4.444
Qwen3 32B	5.926
Meta Llama 3.1 70B	12.963

*SynapsAI Cloud load times (excludes a typical ~3s allocation/warmup required prior to model loading). Actual load times may vary.

The AI infrastructure problem

Traditional GPU serving wastes silicon on idle time, slow cold starts, and memory that never gets used.

“Over the past year, I built this infrastructure focused on reducing model startup latency and making custom model deployment simpler. It started when I needed to deploy a fine-tuned Mistral 7B model and realized existing options were either expensive, difficult to operate, or too slow to start.”

Maxime Champagne Founder

Idle GPU utilization

Dedicated GPUs sit unused between bursts of traffic. You pay for full cards while inference only needs them fraction of the time.

Slow model loading for on-demand tasks

Scaling from zero means waiting on provisioning, checkpoint loads, and warmup before the first request can run — exactly when users expect instant responses.

Unused GPU memory

Reserving an entire GPU for a single model leaves VRAM on the table. Most workloads only need a slice of the hardware they are forced to rent.

We run the hardware layer

You ship the model. We handle the GPU nodes, storage path, and private serving layer beneath it.

no image pulls
no container warmup
no kubernetes to manage
no VM boot cycles

Built for demanding inference workloads

Dedicated infrastructure for production-grade model serving
Private deployment environments with strong operational controls
Fast, reliable performance for teams shipping serious workloads
A simple API experience on top of managed infrastructure

The SynapsAI Cloud difference

Managed infrastructure, enterprise security, and economics you can reason about.

Blazing-Fast Deployment

Immediate provisioning on GPU clusters. Full setup handled automatically. A simple API experience on top of managed infrastructure.

Flexible Billing

Choose per-token or hourly. Smart cost controls ensure predictable and optimized spending.

Rapid Model Loading

Our platform achieves remarkable checkpoint loading speeds for any model. As we scale, these times will improve further.

Cost Monitoring

Real-time dashboards show token usage, user-level billing, and project costs.

Beyond LLMs: Versatile Model Support

SynapsAI Cloud hosts a diverse array of AI capabilities, not just Large Language Models.

Text Classification
Text-to-Image
Image-to-Text
Text-to-Speech
Speech-to-Text
Text-to-Video
Video-to-Text
Text-to-Audio
Audio-to-Text

See the full list of supported pipelines

Focus on innovation, not infrastructure

SynapsAI Cloud removes the barriers to deploying private, high-value AI models at scale.

Platform

Platform capabilities

Flexible, secure, and powerful model hosting designed for production teams.

Model load lifecycle

From first request to first token — see how SynapsAI Cloud eliminates the latency traps that slow traditional inference stacks.

Request to endpoint

Your client sends an inference request to the private API endpoint.

Rapid allocation

GPU capacity is allocated on our infrastructure in seconds — not minutes.

Right-sized resources

The model claims only the compute and memory it needs — not an entire GPU.

Rapid model loading

Checkpoints load from local NVMe at unprecedented speed.

Rapid inference

The model streams tokens back with minimal time-to-first-token.

Iterate with the platform

Real-time visibility into performance, usage, and team activity — everything you need to ship and scale.

Performance

245ms average response time

Volume

12.5K daily API requests

Output

2.8M tokens generated

Analytics Dashboard

Interactive charts for monitoring response time, requests, and token usage.

Team Management

Easily invite and manage team members with role-based access control.

Invite team members via email
Assign roles and permissions
Real-time collaboration

Security & Compliance

Enterprise-grade security with comprehensive audit logs.

Inference isolation
End-to-end encryption

Built for teams

Invite members, control access, share resources, and keep billing in one place.

Role-Based Access Control

Define granular permissions for different user roles and control access to resources.

Comprehensive Audit Logs

Track all platform activity for compliance and troubleshooting.

Shared Models & Resources

Collaborate on AI projects by sharing models and datasets within your team.

Secure API Key Management

Generate and manage API keys with specific permissions and usage limits.

Centralized Team Billing

Consolidate all usage and costs under a single billing address.

Enterprise Security

Advanced security features for enterprise deployments with inference isolation and encryption.

Pricing

Transparent and flexible pricing

Pay only for what you use. Choose the billing model that best fits your workload — no hidden fees.

Model storage

For models requiring our Super-Fast Readiness level to achieve blazing speeds.

Super-Fast Readiness

$0.55 / GB / month

Applies only when you opt for the Super-Fast Readiness tier, designed for minimal cold starts and instant scalability. Standard readiness tiers may have different or no direct storage costs.

Tailored to your needs

The primary cost depends on model size, GPU memory required, and desired inference speed. Choose one billing model on the platform.

Per-hour billing

Ideal for consistent workloads or when you need dedicated throughput for a period.

Per-token billing

Perfect for variable traffic, text generation tasks, or paying purely based on input/output volume.

You select one billing model (per-hour or per-token) for your compute needs. You do not pay for both simultaneously.

Estimate your costs

Enter your model details for a preliminary cost estimation. For precise quotes, please contact us.

Use the pricing calculator on the live site with your Hugging Face model path, optional Hugging Face token, and model precision (FP16, BF16, FP32, or INT8) to receive estimated storage, hourly compute, and per-token costs.