Inference platform for deploying AI models in production
Step-by-step guides for running Google's Gemma 4 locally on your own hardware
Stage
Established
Established
Founded
2019
Not given
Based in
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Not given
Pricing model
Paid
Free
Pricing
Baseten offers three pricing tiers: Basic (pay-as-you-go starting at $0/month), Pro (with volume discounts available), and Enterprise (with custom SLAs and volume discounts). Compute pricing varies by GPU type, ranging from $0.00058/minute for CPU instances to $0.16633/minute for B200 GPUs. Model AP
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Key features
Dedicated inference deployments
Pre-optimized model APIs
Multi-cloud deployment
Self-hosted and hybrid options
Training infrastructure with Loops SDK
Baseten Chains for compound AI
Advanced caching and decoding techniques
Baseten Embeddings Inference (BEI)
Forward-deployed engineering support
HIPAA and SOC 2 Type II compliance
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
99.99% uptime with cross-cloud high availability
Fastest embeddings with 2x higher throughput
Pay only for compute in use, not idle time
Optimized inference stack with custom kernels and latest decoding techniques
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
Gemma4All