fal.ai vs Fireworks AI

Production endpoints for image, video and audio models billed per call or per second

Run private models on dedicated NVIDIA GPUs with autoscaling and scale-to-zero

Inference engines tuned for diffusion and audio workloads

Instant access to latest models like Kimi K2.5, DeepSeek V3.2, GLM-5.1, Qwen3.6 Plus, FLUX.1 Kontext Pro, Whisper V3 Large, 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