BenchmarksKimiYesterday
Kimi K3.1 Pro Benchmark Update
Quality: 46.5/100 | Price: $4/M tokens | Output: 28.417 tok/s | HumanEval: 0.608%
View sourceMoonshot AI
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...
Running this yourself: likely needs a high-memory cloud gpu.
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.
OpenRouter
Price record: 2026-11-06. Source: openrouter.
No current subscription pricing is tracked for this model.
Confirm this specific model, usage limits, and billing terms with the provider. A subscription does not automatically include API credits.
No login needed to compare. Prices are in USD; provider charges are separate from AI Market Cap plans. Context length, caching, tools, taxes, and regional terms can change the final cost. Open weights do not mean free hosting.
58.1
Quality Score
---
Arena ELO
1M
Parameters
1M
Context
This measures the amount of verifiable public evidence we have, not how capable the model is. A missing field means it has not been verified yet, not that its value is zero.
18 of 22 public signals
Sign in to join the discussion
18.4K
Downloads
1.4K
Likes
Oct 2026
Released
4/5 signals
3/4 signals
5/5 signals
3/4 signals
3/4 signals
Parameters
—
Training compute
Not reported
Dataset scale
Not reported
Base model
Not reported
Source-reported access: API access · Unknown confidence
Gaps we are still tracking
Benchmarks
14
API
1
Recent launch, pricing, benchmark, and API signals linked to this model or its provider.
Quality: 46.5/100 | Price: $4/M tokens | Output: 28.417 tok/s | HumanEval: 0.608%
View sourceQuality: 46.5/100 | Price: $4/M tokens | Output: 28.417 tok/s | HumanEval: 0.608%
Quality: 46.5/100 | Price: $4/M tokens | Output: 28.48 tok/s | HumanEval: 0.608%
Navigation 开始使用 模型列表 开始使用 快速开始 Kimi K3.1 Pro Kimi K3 Kimi K2.7 Code Kimi K2.6 模型列表 模型能力 思考模型 推理强度 多轮对话 流式输出 JSON Mode Partial Mode 视觉输入 上下文缓存 New 动态加载工具 工具调用 基础介绍 联网搜索 New 官方工具列表 工具调用约束 工具调用最佳实践 核心工作流 response_format 自动断线重连 文件问答指南 Batch API 指南 生态集成 Kimi Code CLI Codex OpenClaw Claude Code OpenCode Hermes Agent ModelScope MCP 调试与运维 调试工具 开发工作台调试 使用 Admin API 进行组织管理 使用控制台进行组织管理 开始使用 模型列表 复制页面 复制页面 查看 Kimi 开放平台当前可用的多模态与编程模型，以及已下线模型的迁移提示。 复制页面 复制页面 模型定价信息参见 产品定价 页面。 多模态模型 模型名称 描
View sourceQuality: 46/100 | Price: $4/M tokens | Output: 28.11 tok/s | HumanEval: 0.608%
View sourceQuality: 46/100 | Price: $4/M tokens | Output: 27.824 tok/s | HumanEval: 0.608%
View sourceQuality: 46.5/100 | Price: $4/M tokens | Output: 28.48 tok/s | HumanEval: 0.608%
Quality: 46/100 | Price: $4/M tokens | Output: 28.11 tok/s | HumanEval: 0.608%
Quality: 46/100 | Price: $4/M tokens | Output: 27.824 tok/s | HumanEval: 0.608%
Quality: 46/100 | Price: $4/M tokens | Output: 28.839 tok/s | HumanEval: 0.608%
Quality: 46/100 | Price: $4/M tokens | Output: 29.499 tok/s | HumanEval: 0.608%
Quality: 46/100 | Price: $4/M tokens | Output: 32.649 tok/s | HumanEval: 0.608%
Quality: 46/100 | Price: $4/M tokens | Output: 35.469 tok/s | HumanEval: 0.608%
Quality: 55.1/100 | Price: $4/M tokens | Output: 38.014 tok/s | HumanEval: 0.608%
Quality: 55.1/100 | Price: $4/M tokens | Output: 45.975 tok/s | HumanEval: 0.608%
Quality: 55.1/100 | Price: $4/M tokens | Output: 49.08 tok/s | HumanEval: 0.608%
Quality: 55.1/100 | Price: $4/M tokens | Output: 57.617 tok/s | HumanEval: 0.608%
Quality: 55.1/100 | Price: $4/M tokens | Output: 83.317 tok/s | HumanEval: 0.608%
Kimi K3.1 Pro is now available through Ollama Cloud. 1M context window listed. Kimi K3.1 Pro is an open-weight, natively multimodal agentic model and our most capable 3T-class model to date, with a 1M-token context window and major gains in coding, 3D creation, financial research, and factual accuracy.
Navigation 开始使用 模型列表 开始使用 快速开始 Kimi K3.1 Pro Kimi K3 Kimi K2.7 Code Kimi K2.6 模型列表 模型能力 思考模型 推理强度 多轮对话 流式输出 JSON Mode Partial Mode 视觉输入 上下文缓存 New 动态加载工具 工具调用 基础介绍 联网搜索 New 官方工具列表 工具调用约束 工具调用最佳实践 核心工作流 response_format 自动断线重连 文件问答指南 Batch API 指南 生态集成 Kimi Code CLI Codex OpenClaw Claude Code OpenCode Hermes Agent ModelScope MCP 调试与运维 调试工具 开发工作台调试 使用 Admin API 进行组织管理 使用控制台进行组织管理 开始使用 模型列表 复制页面 复制页面 查看 Kimi 开放平台当前可用的多模态与编程模型，以及已下线模型的迁移提示。 复制页面 复制页面 模型定价信息参见 产品定价 页面。 多模态模型 模型名称 描