- With Kimi-K3.1-Pro and the recipe's DSpark draft (`kv_cache_dtype: fp8`) on 8x MI325X, draft acceptance at 3 speculative tokens no longer collapses after a batch
[`bcb0152`](https://redirect.github.com/ggml-org/llama.cpp/commit/bcb015287) model: add Kimi-K3.1-Pro text model ([#​31779](https://redirect.github.com/ggml-org/llama.cpp/issues/31779))
documents that missing field as HTTP 400. The `kimi-k3.1-pro[-highspeed]` direct-platform spellings did replay at default effort via the generic `kimi-` prefix heuristic, but were still
<li>ai-sdk-provider: add kimi-k3-1-pro to known model ids by <a href="https://github.com/andrelandgraf"><code>@andrelandgraf</code></a> in <a href="https://redirect.github.com/neondatabase/neon-pkgs/pull/1091">neondatabase/neon-pkgs#1091</a></li>
<li>ai-sdk-provider: add kimi-k3-1-pro to known model ids by <a href="https://github.com/andrelandgraf"><code>@andrelandgraf</code></a> in <a href="https://redirect.github.com/neondatabase/neon-pkgs/pull/1091">neondatabase/neon-pkgs#1091</a></li>
rows showed prices. `cn:deepseek-v4.1-flash` came from OpenRouter (0.3/1.2). `cn:kimi-k3.1-pro`, `cn:glm-5.3-flash`, `zd/gpt-6-sol` and `zd/gemini-4-argon` came from models.dev.
Ang Kimi K3.1 Pro ay isang modelo mula sa Moonshot na may bukas na weights, na inilabas noong 2026-10-23. Ang context window ay 1,048,576 token. Ang presyo ay $2.00 sa bawat isang milyong input token at $10.00 sa bawat isang milyong output token.
Context window
1,048,576
Input
larawan · teksto · video
Output
teksto
Weights
Bukas
Input · USD / 1 milyong token
$2.00
Output · USD / 1 milyong token
$10.00
Naka-cache na input · USD / 1 milyong token
$0.20
Mga tanong
Gaano kalaki ang context window ng Kimi K3.1 Pro?
Ang context window ay 1,048,576 token.
Magkano ang Kimi K3.1 Pro?
Ang presyo ay $2.00 sa bawat isang milyong input token at $10.00 sa bawat isang milyong output token. Ang naka-cache na input ay $0.20 sa bawat isang milyong token.
Magagamit ba ng publiko ang weights ng Kimi K3.1 Pro?