Large Language Models (LLMs)

Cerebras vs Upstage

Compare Cerebras and Upstage side-by-side. See feature differences and pricing in the Large Language Models (LLMs) category.

Cerebras

by Cerebras

No reviews yet

Pricing: $5 one-time trial credit for 30 days; Developer pay as you go, GPT OSS 120B $0.35 in and $0.75 out per million tokens; Enterprise by quote.

Cerebras is an inference cloud serving open-weight language models through an OpenAI-compatible API, billed per token, for developers building fast agents.

11 /18 features Full profile

Upstage

by Upstage

No reviews yet

Pricing: Studio Free plan; Studio Small $20 a seat a month; API pay as you go or prepaid credits from $100 a month, prices exclude 10% VAT.

Upstage is an LLM and document AI platform from Seoul: the Solar model API, Document Parse and Studio agents on one account, paid by usage or per seat.

11 /18 features Full profile

Feature Comparison

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

Feature	Cerebras 11/18 features	Upstage 11/18 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	No
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.	No	Yes
Batch inference API Submit work offline for a lower price.	No	No
Fine-tuning offered Customers can tune the model on their own data.	Yes	No
Open weights release The weights are downloadable, whatever the licence.	Yes	Yes
Zero data retention option The vendor will contract not to store request content.	Yes	No
Regional data residency Inference can be pinned to a named region.	No	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.	Yes	Yes
Enterprise agreement available Committed-use contracts with support terms.	Yes	Yes
Published deprecation policy The vendor states how long a model version lives.	No	Yes
Published benchmark results First-party benchmark numbers are disclosed.	Yes	No
Embeddings endpoint The same vendor also serves embeddings.	No	Yes
Overall Rating	No reviews yet	No reviews yet