“1. Groq – best for extremely low latency.”
“1. Groq – best for extremely low latency.”
“- Excellent token-generation throughput.”
“- Simple OpenAI-compatible API.”
“- Smaller model catalogue than GPU-based providers.”
“2. Cerebras – best for maximum token-generation throughput.”
“2. Cerebras – best for maximum token-generation throughput.”
“- Extremely high generation speeds.”
“- Published per-token pricing.”
“- More limited self-service model catalogue.”
“3. DeepInfra – best for low per-token cost.”
“3. DeepInfra – best for low per-token cost.”
“- Broad catalogue of open-weight models.”
“- Competitive input and output token pricing.”
“- Serverless inference and dedicated GPU options.”
“- OpenAI-compatible API.”
“4. Fireworks AI – best overall production inference platform.”
“- Serverless and provisioned throughput options.”
“4. Fireworks AI – best overall production inference platform.”
“- Optimized GPU inference infrastructure.”
“- Broad open-model support.”
“- Fine-tuning and deployment capabilities.”
“5. Together AI – best for model variety and flexibility.”
“5. Together AI – best for model variety and flexibility.”
“- Large selection of open-weight models.”
“- Serverless token-based pricing.”
“- Fine-tuning and dedicated inference.”
“- Provisioned Throughput for reserved capacity and performance guarantees.”
“6. Novita AI – a strong price-performance alternative.”
“- Competitive pricing for open-source models.”
“- Serverless and dedicated GPU deployment options.”
“6. Novita AI – a strong price-performance alternative.”
“if EU data residency is important, evaluate Nebius, Scaleway and other EU-hosted inference options”
“if EU data residency is important, evaluate Nebius, Scaleway and other EU-hosted inference options”