Large Language Models (LLMs)

Claude Platform vs Nebius Token Factory

Compare Claude Platform and Nebius Token Factory side-by-side. See feature differences and pricing in the Large Language Models (LLMs) category.

Claude Platform

by Anthropic

No reviews yet

Pricing: Usage-based per million tokens: Claude Haiku 4.5 at $1 input and $5 output, Claude Opus 5 at $5 and $25.

Claude Platform is Anthropic's API and console for building apps and agents on Claude models, billed per token with no seat plans.

11 /18 features Full profile

Nebius Token Factory

by Nebius

No reviews yet

Pricing: Pay as you go per 1M tokens, priced by model: $0.06 input on the cheapest chat model up to $15 output on Kimi-K3; $1 trial credit; dedicated and Enterprise by contract.

Nebius Token Factory is an inference API for open-weight language models, with fine-tuning and dedicated endpoints, from Nasdaq-listed Nebius. Billed per token.

12 /18 features Full profile

Feature Comparison

Large Language Models (LLMs) features side-by-side

Feature	Claude Platform 11/18 features	Nebius Token Factory 12/18 features
Published context window size The vendor states the maximum input length.	Yes	Yes
Image input support Accepts images as part of the prompt.	Yes	Yes
Audio input support Accepts speech or audio files directly.	No	No
Function and tool calling Can return a structured call to your own tools.	Yes	Yes
JSON schema output mode Guarantees output conforming to a supplied schema.	Yes	Yes
Extended reasoning mode An explicit setting that trades latency for harder thinking.	Yes	Yes
Prompt caching discount Repeated prefixes are billed at a reduced rate.	Yes	No
Batch inference API Submit work offline for a lower price.	Yes	No
Fine-tuning offered Customers can tune the model on their own data.	No	Yes
Open weights release The weights are downloadable, whatever the licence.	No	Yes
Zero data retention option The vendor will contract not to store request content.	Yes	Yes
Regional data residency Inference can be pinned to a named region.	Yes	Yes
Published safety evaluations A model card or system card with evaluation results.	No	No
Free tier or trial credits You can test it before contracting.	No	Yes
Enterprise agreement available Committed-use contracts with support terms.	Yes	Yes
Published deprecation policy The vendor states how long a model version lives.	Yes	No
Published benchmark results First-party benchmark numbers are disclosed.	No	No
Embeddings endpoint The same vendor also serves embeddings.	No	Yes
Overall Rating	No reviews yet	No reviews yet

Claude Platform 11/18 features

Published context window size: Yes
Image input support: Yes
Audio input support: No
Function and tool calling: Yes
JSON schema output mode: Yes
Extended reasoning mode: Yes
Prompt caching discount: Yes
Batch inference API: Yes
Fine-tuning offered: No
Open weights release: No
Zero data retention option: Yes
Regional data residency: Yes
Published safety evaluations: No
Free tier or trial credits: No
Enterprise agreement available: Yes
Published deprecation policy: Yes
Published benchmark results: No
Embeddings endpoint: No

No reviews yet

Nebius Token Factory 12/18 features

Published context window size: Yes
Image input support: Yes
Audio input support: No
Function and tool calling: Yes
JSON schema output mode: Yes
Extended reasoning mode: Yes
Prompt caching discount: No
Batch inference API: No
Fine-tuning offered: Yes
Open weights release: Yes
Zero data retention option: Yes
Regional data residency: Yes
Published safety evaluations: No
Free tier or trial credits: Yes
Enterprise agreement available: Yes
Published deprecation policy: No
Published benchmark results: No
Embeddings endpoint: Yes

No reviews yet

Pricing

Claude Platform

Usage-based per million tokens: Claude Haiku 4.5 at $1 input and $5 output, Claude Opus 5 at $5 and $25.

See all plans

Nebius Token Factory

Pay as you go per 1M tokens, priced by model: $0.06 input on the cheapest chat model up to $15 output on Kimi-K3; $1 trial credit; dedicated and Enterprise by contract.

See all plans

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