Step-by-step guides for running Google's Gemma 4 locally on your own hardware
Stage
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Established
Founded
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Based in
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Pricing model
Paid
Free
Pricing
Model-based pricing: FLUX.1 [dev] $0.0125 per image, FLUX.1 [schnell] $0.0015 per image, FLUX.1 [pro] $0.02 per image, Stable Diffusion XL $0.002 per image, Wan 2.1 Video $0.2 per video, Hunyuan 3D $0.025 per 3D model. Hardware pricing billed by the second: Nvidia H100 GPU $0.00083 per second, Nvidi
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Key features
Image generation
Video generation
Image restoration
Image captioning
Model fine-tuning
Speech generation
Automatic scaling
Sub-100ms latency
Python, JavaScript, and REST API support
99.9% uptime guarantee
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
Cheapest serverless AI API pricing, saving up to 62% compared to competitors
One-line code deployment
Pay only for what you use, scale to zero when idle
Access to 100+ production-ready AI models
Up to 4x faster performance on diffusion 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