Comparisons
Together AI vs Fireworks AI vs Modal vs Predibase: LLM Fine-Tuning Platforms for Production in 2026
I ran the same LoRA fine-tune of Llama 3.1 8B on four platforms with 12,400 training pairs from our SmartExam product. Real costs, training times, inference latency, and the multi-adapter math that decided which one we shipped.