Skip to content
Kimi
Kimi, Moonshot AI’s models, for very long documents and open-weight deployment.
Long-context models for heavy reading
Kimi, from Moonshot AI, is built for very long context, which suits work that means reading large sets of documents in one go. We use it when context length and cost are the deciding factors.
Recent Kimi models are available as open weights, so we can self-host them or run them through a provider, and they perform well on coding and agentic tasks alongside general reasoning.
Where Kimi helps
Large document sets
Read and reason over very long inputs in a single pass.
Agentic tasks
Models tuned for multi-step tool use.
Coding help
Strong performance on software tasks.
Self-hosting
Open-weight options to run in your own environment.
How we deploy it
Hosted API
Quick access to Kimi models for teams building applications.
Self-hosted
Run open-weight Kimi models on your own infrastructure.
Fine-tuning
Adapt to your domain where it helps.
Where open-weight versions are available, your data can stay in your own environment.
Where Kimi stands out
- Very long context for heavy reading
- Open-weight options for self-hosting
- Strong coding and agentic performance
- Cost-effective for high-volume work
- Data stays in your environment when self-hosted
- Evaluation before rollout
What Idiro delivers
- Fit assessment against your long-context needs
- Hosted or self-hosted deployment
- Retrieval and agent design
- Fine-tuning and adaptation
- Guardrails and evaluation
- Cost optimisation
Is Kimi the right fit?
Kimi is a strong choice when
- your work means reading very large document sets
- you want open-weight models you can self-host
- cost at scale is a deciding factor
We may suggest something else when
- you need a fully supported enterprise service, see Claude Enterprise or OpenAI
- you are standardised on Microsoft 365, see Microsoft Copilot
- European sovereignty is the priority, see Mistral
Common questions
What is Kimi?
A family of models from Moonshot AI, known for very long context and, in recent releases, open weights.
What is Kimi best at?
Working with very long inputs, along with coding and agentic tasks.
Can we self-host Kimi?
Yes, where open-weight versions are available we can run them in your environment.
How do we know if it fits?
We start with a short assessment against your context-length and cost needs.
Working with very long documents?
Tell us about your goals and we will come back with a practical view of how to get there.
Book a discovery call