The Orchestrator › Models › Moonshot AI

Moonshot AI: MoonshotAI: Kimi K3.1 Pro

Kimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model and a post-trained successor to Kimi K3, with a 1M-token context window. It is built for long-horizon coding, 3D...

Specifications

ProviderMoonshot AI
Model IDmoonshotai/kimi-k3.1-pro
Context window1.0M tokens (1,048,576)
Modalitiestext + image + video → text
TokenizerOther
Router sourcesOpenRouter, TrustedRouter, Vercel AI Gateway, Cloudflare
Released2026-10-23
Tracked since2026-11-14
Popularity#8 by usage · peak 14.5% spend share in an OpenRouter category
ReasoningOn by default

Pricing (per million tokens)

VariantSourceAPI IDInputOutputContext
standardOpenRoutermoonshotai/kimi-k3.1-pro$2.00$10.001.0M
batchOpenRoutermoonshotai/kimi-k3.1-pro:batch$0.7$6.001.0M
standardTrustedRoutermoonshotai/kimi-k3-1-pro$2.11$10.551M
standardVercel AI Gatewaymoonshotai/kimi-k3.1-pro$2.00$10.001M
standardCloudflaremoonshotai/kimi-k3.1-pro$2.00$10.00—

Recorded price history

DateInput / 1MOutput / 1MContext
2026-11-14$2.00$10.00—
2026-11-14$2.00$10.001M
2026-11-14$2.11$10.551M
2026-11-14$1.48$7.381.0M
2026-11-14$2.00$10.001.0M

Capabilities

Vision (image input)Video inputAgentic tool useStructured outputsReasoning mode1M+ context windowControllable reasoningNo content storage (attested)

Trust flags come from TrustedRouter's per-provider attestations.

Supported parameters

frequency_penalty, include_reasoning, logit_bias, logprobs, max_tokens, min_p, presence_penalty, reasoning, reasoning_effort, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_logprobs, top_p