Large Language Models (LLMs)

Baseten vs Fireworks AI

Compare Baseten and Fireworks AI side-by-side. See feature differences and pricing in the Large Language Models (LLMs) category.

Baseten

by Baseten

No reviews yet

Pricing: Basic $0 a month, pay as you go: Model APIs from $0.10 per 1M input tokens, GPUs from $0.01052 a minute; Pro and Enterprise by quote.

Baseten is an inference platform for running open-weight LLMs and custom models in production, with per-token Model APIs, dedicated GPUs and training.

15 /18 features Full profile

Fireworks AI

by Fireworks AI

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Pricing: Usage-based, pre-paid credits: from $0.05 per 1M input tokens; training from $0.50 per 1M tokens; H100 GPUs $8.00 an hour; enterprise by quote.

Fireworks AI is an inference and fine-tuning platform for open large language models, built for developers and AI product teams, billed per token or GPU hour.

14 /18 features Full profile

Feature Comparison

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

Feature	Baseten 15/18 features	Fireworks AI 14/18 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.	Yes	Yes
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	Yes
Batch inference API Submit work offline for a lower price.	No	Yes
Fine-tuning offered Customers can tune the model on their own data.	Yes	Yes
Open weights release The weights are downloadable, whatever the licence.	No	No
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.	Yes	No
Enterprise agreement available Committed-use contracts with support terms.	Yes	Yes
Published deprecation policy The vendor states how long a model version lives.	Yes	Yes
Published benchmark results First-party benchmark numbers are disclosed.	Yes	No
Embeddings endpoint The same vendor also serves embeddings.	Yes	Yes
Overall Rating	No reviews yet	No reviews yet