Deep Infra vs Fireworks AI

OpenAI-compatible endpoints for 100+ models with autoscaling and pay-per-token billing

B200 instances with SSH access spin up in about 10 seconds and bill hourly

Deploy your own Hugging Face models onto dedicated A100, H100, H200, B200, or B300 GPUs

Published per-GPU hourly rates for A100, H100, H200, B200, and B300 with competitive pricing

All hosted models run on H100 or A100 hardware tuned for low latency

Comprehensive APIs for text, vision, image generation, video generation, speech recognition, and text-to-speech

Instant access to latest models like Kimi K2.5, DeepSeek V3, GLM-5, Qwen3.6, FLUX, Whisper, and more

Industry-leading throughput and latency with fast inference engine

SFT, DPO, and reinforcement fine-tuning of models up to 1T+ parameters with LoRA efficiency

Drop-in replacement - just change the base URL for easy migration

H100, H200, B200, and B300 deployments with per-second billing and autoscaling

50% discount for async bulk inference workloads