Parasail review

Entry input price is $0.01 to $18.50 and entry output price is $0.20 to $15, both quoted as token rates on the models Parasail lists. Input sits below the site input price median, €0.07, which makes chat, extraction and routing traffic the cheaper side of a mixed workload.

The catalogue runs to Kimi K3, Kimi K2.7 Code and Kimi K2.6, centred on Kimi, GLM, MiniMax, DeepSeek, Qwen, Mistral, Llama, Gemma, gpt-oss and Nemotron weights, plus an embedding model and an English text to speech option. Recent Qwen, Llama and Gemma builds sit alongside older Skyfall and Cydonia ones, so a pinned production model usually has a like-for-like open alternative.

GPU work is metered per minute and the pricing model is hourly, so charges scale with the time a model holds the accelerator. That suits bursty traffic and short experiments. A steady always-on workload can still be sized to a particular card from NVIDIA B300, NVIDIA B200 and NVIDIA H200 rather than a shared pool.

The published fleet is NVIDIA B300, NVIDIA B200 and NVIDIA H200, spanning datacenter parts and workstation cards in the same list. A team can therefore pick hardware that matches the model it wants to run rather than taking whatever capacity happens to be free, and billing stays per minute either way.

The largest context window is 1,000,000, equal to the site context window median, 1,000,000, and near the upper end of the field. Long documents, repository-wide code and multi-turn agent traces fit without chunking, on a rank of 21 of 72 among the providers tracked here.

Yes, the API is OpenAI-compatible, so existing OpenAI client code and SDK settings can be repointed with a base URL change. The catalogue of Kimi K3, Kimi K2.7 Code and Kimi K2.6 is open-weight oriented, which pairs well with teams already serving self-hosted weights, and every listed model is reached through the same endpoint pattern.

Traffic is routed at the edge to a regional gateway, then carried over a private point-to-point path straight to the GPU instead of crossing the open internet. Parasail describes this as its interconnect design, and it applies to the same NVIDIA B300, NVIDIA B200 and NVIDIA H200 fleet behind the 1,000,000 context ceiling.

The service is provided by Parasail, Inc., a company headquartered in the United States. Support runs on email, chat and help centre, so a help centre lookup, a chat thread, an email or the community forum are the routes in. Contracts, invoicing and data handling questions go to the company directly.