Criterion Claude Developer Platform (Claude API) Together AI
CategoryLLM APIs & Model PlatformsInference & Model Hosting
In one sentenceDeveloper access to Anthropic's Claude models with usage-based pricing, batch discounts and prompt caching.Cloud platform for running, fine-tuning and training open models on serverless APIs or rented GPUs.
Problem it solvesBuilding assistants, agents and document workflows on a hosted model without managing GPUs or model training.Running open models in production without buying and operating your own GPUs.
Free planNoNo
Developer APIYes — docsYes — docs
Open sourceNoNo
PlatformsWeb (Claude Console), REST API, Amazon Bedrock, Google Cloud, Microsoft Foundry, Claude Platform on AWSWeb, REST API
Pricing (summary)Usage-based per 1M tokens. Fable 5.1 is $10 input / $50 output, Opus 5.5 $4 / $20, Sonnet 5.5 $2 / $10 and Haiku 5.5 from $0.10 / $0.50 (higher above 100K-token prompts). Batch requests are 50% off and cache reads cost a small fraction of input price.
Checked 2026-10-19
Usage-based. Serverless models are billed per 1M tokens (for example gpt-oss-120B $0.15 / $0.60, Kimi K3 $3 / $15). Dedicated endpoints and GPU clusters are billed per GPU-hour, and fine-tuning per 1M training tokens with minimum charges.
Checked 2026-10-19
Strengths
  • 1M context on all current models without a long-context surcharge (except Haiku 5.5 pricing by prompt length)
  • Strong caching and batch discounts
  • Multi-cloud availability with matching model IDs
  • Broad open-model catalogue
  • Transparent GPU-hour pricing
  • Inference, fine-tuning and training in one place
Limitations
  • Top-tier Fable 5.1 costs $50 per 1M output tokens
  • Haiku 5.5 price rises for prompts over 100,000 tokens
  • Only a small, unspecified amount of free credit for new users
  • Free credit amount is not stated on the pricing page
  • Some hardware is contact-sales only
  • Pricing page shows two fine-tuning tables without explaining which applies