
1. Fireworks AITop pick
Best for: Product teams that want fast, cheap inference on open models with room to fine-tune
68.8
score / 100
Why switch from Together AI
Similar open-model inference and fine-tuning, with spot and batch discounts and a bring-your-own-cloud option.
Pros
- Batch and spot modes cut costs for non-urgent jobs
- Cached input billed at half price or less
- Can run inside your own cloud for data residency
- Reinforcement and supervised fine-tuning built in
Cons
- Open models only; no GPT or Claude
- Spot capacity can drop to zero mid-workload
- Prepaid credits needed for serverless usage
How this score is calculated
0 counted reviews, 0 up and 0 down votes. Full formula
Verified facts
5 of 5 verified- Starting price
- From $0.05 per 1M input tokens
- Checked Nov 8, 2026fireworks.ai(opens source in a new tab)
- Fine-tuning
- Models up to 1T+ parameters
- Checked Nov 8, 2026docs.fireworks.ai(opens source in a new tab)

