Specialized AI model hosting for open, proprietary, and custom stacks
Step-by-step guides for running Google's Gemma 4 locally on your own hardware
Stage
Startup
Established
Founded
Not given
Not given
Based in
US
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Pricing model
Freemium
Free
Pricing
Pay-as-you-go with optional plans: Lite ($19.90/month), Pro ($49.90/month), Max ($199.90/month). Free models available. Standard token input starts at $0.40 per 1M tokens for Qwen3.7 Plus, $0.30 per 1M for MiniMax M3. Video generation starts at $0.096 per second for 480p. Image generation priced per
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Key features
Open-source model hosting with full context windows and multimodal inputs
Optimized proprietary endpoints with custom formatting and templates
Custom AI systems and dedicated deployments
Pay-as-you-go and subscription plan options
Hosted AI agents
No-code dashboard access with API options
Data privacy - no training on user content
Support for multiple payment methods including crypto
Competitive pricing up to 90% lower than comparable providers
Hardware Compatibility Checker tool
Command Generator for Ollama and LM Studio
Model Picker with benchmark-backed reasoning
26+ hands-on deployment guides for various hardware
Memory requirement formulas and quantization analysis
Real-world performance benchmarks on consumer hardware
Offline inference capability
Model comparison with Qwen 3.5
OpenAI-compatible API support
256K context window support
What makes it different
Pricing up to 90% lower than comparable inference providers for own infrastructure models
Hands-on testing with verified numbers instead of paraphrased release notes
Concrete metrics from real consumer hardware
Independent, single-author publication with no editorial team or content farm
Interactive tools that deliver instant answers in seconds
Transparent methodology with traceable calculations and cited sources
EmpirioLabs AI
Gemma4All