Fine-tuning APIs Software Pricing 2026
Compare pricing for 10 fine-tuning apis tools. Find the right software for your budget.
Fine-tuning APIs software uses a mix of pricing models in 2026 — per-user, usage-based, and custom enterprise contracts — so each of the 10 tools below shows its verified range in its own billing unit. Top picks: Predibase ($0.50–$8/per million tokens), OpenAI Fine-tuning ($3–$25/per 1M tokens), Together AI Fine-tuning ($0.48–$8/per 1M tokens), and 7 more. 1 of 10 tools offer free tiers for small teams or limited use.
All Fine-tuning APIs Tools
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Predibase
$0.50–$8/per million tokens
OpenAI Fine-tuning
$3–$25/per 1M tokens
Together AI Fine-tuning
$0.48–$8/per 1M tokens
Lamini
Custom pricing
Hugging Face AutoTrain
$0.03–$20/month
Weights & Biases Fine-tuning
Free–$25/user/month
Cleanlab Studio
Custom pricing
Gradient AI
$3.88–$24.79/month
Mistral AI Fine-tuning
Custom pricing
DataBricks Fine-tuning
$0.07–$0.40/DBUNo matches
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Fine-tuning APIs Pricing FAQ
01 How much does Fine-tuning APIs software cost?
Fine-tuning APIs software uses a mix of pricing models — per-user, usage-based, and custom enterprise contracts — so a single per-user range would be misleading. CostBench tracks verified pricing for 10 fine-tuning apis products; each profile shows its price range in its own billing unit.
02 What are the most popular Fine-tuning APIs tools?
Popular Fine-tuning APIs tools include Predibase ($0.5–$8/per million tokens), OpenAI Fine-tuning ($3–$25/per 1M tokens), Together AI Fine-tuning ($0.48–$8/per 1M tokens). CostBench tracks pricing for 10 fine-tuning apis products with verified tier data.
03 Is there free Fine-tuning APIs software?
Yes, 1 of 10 fine-tuning apis tools offer free tiers. Options with free plans include Weights & Biases Fine-tuning.
04 How do I choose the right Fine-tuning APIs software?
Compare pricing tiers, included features, and hidden costs across 10 fine-tuning apis tools on CostBench. Key factors include per-user pricing, contract terms, and whether a free tier meets your needs.