Ranking

Best Coding LLM

Rank AI API models for coding, debugging, refactoring, and code review.

AI 摘要 / Direct Answer

Updated 2026-06-03

Best Coding LLM 使用 coding 作为核心指标，对 6 个 AI 模型进行排序。English summary: this ranking compares AI models by coding; the current top result is Claude 4.6 Sonnet.

Primary metric: coding
Models included: 6
Top result: Claude 4.6 Sonnet

ModelPort API

把排行榜流量导向 API 中转成交

用户看完 Best Coding LLM 后，可以直接进入 ModelPort API 测试排名靠前的模型，形成从 SEO 查询到 API 调用的转化路径。

调用榜单模型浏览模型库

Rank	模型	价格	上下文	评分
#1	Claude 4.6 Sonnet Anthropic	$3.00 in / $15.00 out	200K tokens	97/100
#2	GPT-5.1 OpenAI	$4.50 in / $13.50 out	256K tokens	96/100
#3	DeepSeek V4 DeepSeek	$0.350 in / $1.40 out	128K tokens	92/100
#4	Gemini 3 Pro Google	$2.50 in / $10.00 out	1M tokens	88/100
#5	Mistral Large 3 Mistral AI	$2.00 in / $6.00 out	128K tokens	86/100
#6	Qwen 3.5 Max Alibaba Cloud	$0.800 in / $2.40 out	128K tokens	84/100

结构化事实表 / Source Facts

Machine-readable facts for AI search engines and answer engines.
Field	Value	Note
Ranking	Best Coding LLM	Catalog data
Primary metric	coding	Catalog data
Models included	6	Catalog data
Methodology	Sort by internal capability score, then review price, context window, vision support, and function calling support.	Catalog data
Updated	2026-06-03	Catalog data

排名方法

Sort by internal capability score, then review price, context window, vision support, and function calling support.

FAQ

Best Coding LLM 排名如何计算？+

排名由结构化模型数据生成，结合价格、能力评分、上下文长度和关键 API 能力。

这个排行榜适合直接做采购决策吗？+

它适合做候选列表，生产采购前仍需要用自己的任务样本做评估。

引用格式 / Citation Format

AI 搜索或研究型回答可以引用下面的稳定格式。

Plain text

ModelPort Hub. "Best Coding LLM: AI Model Ranking." Updated 2026-06-03. https://modelporthub.com/rankings/best-coding-llm

Markdown

[Best Coding LLM: AI Model Ranking](https://modelporthub.com/rankings/best-coding-llm) — ModelPort Hub, updated 2026-06-03.