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  2. artificial-analysis
  3. Cost per Intelligence Index
artificial-analysis跑分柱状图 · 130 个数据点 · DeepSeek V4

Cost per Intelligence Index

artificial-analysis 发布的一张图背后的数字，用原生图表重画。对照原图，研究数据，再做你自己的。

从图片估算 54%DeepSeek V4DeepSeek 全部模型全部图表数据
图表来自 artificial-analysis. 来源: x.com

简化重绘

由我们用下面的数字重新绘制。悬停、点按或用方向键查看。

这是简化重绘：它用我们自己的样式展示数字，不是原图的样子。强调色标出这张图的主角。表格里带 ~ 的是估算值。

数字

130 个点中前 10 个免费
分组系列数值 (USD)来源置信
GPT-5.1 (high)Answer~0.05估算0.50
GPT-5.1 (high)Reasoning~0.05估算0.50
GPT-5.1 (high)Cache Write~0.05估算0.50
GPT-5.1 (high)Cache Hit~0.05估算0.50
GPT-5.1 (high)Input~0.05估算0.50
DeepSeek V4 (high)Answer0.05估算0.97
DeepSeek V4 (high)Reasoning~0.05估算0.50
DeepSeek V4 (high)Cache Write~0.05估算0.50
DeepSeek V4 (high)Cache Hit~0.05估算0.50
DeepSeek V4 (high)Input~0.05估算0.50

Max 数据，目前留邮箱免费看

查看全部 130 个数据点并下载文件

这张图的完整表格、JSON、CSV 和 agent skill 文件。它们属于 Max；原型阶段，留邮箱即可解锁。

解锁全部 35 家巨头。每周一封，随时退订。 看看能得到什么 · 登录

Nemotron 3.5 (high)Answer0.06估算0.97
Nemotron 3.5 (high)Reasoning~0.06估算0.30
Nemotron 3.5 (high)Cache Write~0.06估算0.30
Nemotron 3.5 (high)Cache Hit~0.06估算0.50
Nemotron 3.5 (high)Input~0.06估算0.50
GPT-5.2 (high)Answer~0.07估算0.50
GPT-5.2 (high)Reasoning~0.07估算0.50
GPT-5.2 (high)Cache Write~0.07估算0.50
GPT-5.2 (high)Cache Hit~0.07估算0.50
GPT-5.2 (high)Input~0.07估算0.50
Muse Grimmt (high)Answer0.07估算0.97
Muse Grimmt (high)Reasoning~0.07估算0.50
Muse Grimmt (high)Cache Write~0.07估算0.50
Muse Grimmt (high)Cache Hit~0.07估算0.50
Muse Grimmt (high)Input~0.07估算0.50
Gemini 3.5 Flash-Lite (high)Answer0.1估算0.97
Gemini 3.5 Flash-Lite (high)Reasoning~0.1估算0.50
Gemini 3.5 Flash-Lite (high)Cache Write~0.1估算0.50
Gemini 3.5 Flash-Lite (high)Cache Hit~0.1估算0.50
Gemini 3.5 Flash-Lite (high)Input~0.1估算0.50
DeepSeek V3.1 (high)Answer0.11估算0.97
DeepSeek V3.1 (high)Reasoning~0.11估算0.50
DeepSeek V3.1 (high)Cache Write~0.11估算0.50
DeepSeek V3.1 (high)Cache Hit~0.11估算0.50
DeepSeek V3.1 (high)Input~0.11估算0.50
MiniMax-M3Answer0.14估算0.97
MiniMax-M3Reasoning~0.14估算0.50
MiniMax-M3Cache Write~0.14估算0.50
MiniMax-M3Cache Hit~0.14估算0.50
MiniMax-M3Input~0.14估算0.50
4.5 Flash (high)Answer~0.22估算0.50
4.5 Flash (high)Reasoning~0.22估算0.50
4.5 Flash (high)Cache Write~0.22估算0.50
4.5 Flash (high)Cache Hit~0.22估算0.50
4.5 Flash (high)Input~0.22估算0.50
Nemotron Super (high)Answer~0.23估算0.50
Nemotron Super (high)Reasoning~0.23估算0.50
Nemotron Super (high)Cache Write~0.23估算0.50
Nemotron Super (high)Cache Hit~0.23估算0.50
Nemotron Super (high)Input~0.23估算0.50
Pro 0B3 (high)Answer~0.25估算0.50
Pro 0B3 (high)Reasoning~0.25估算0.50
Pro 0B3 (high)Cache Write~0.25估算0.50
Pro 0B3 (high)Cache Hit~0.25估算0.50
Pro 0B3 (high)Input~0.25估算0.50
GLM-5.2 (high)Answer0.32估算0.97
GLM-5.2 (high)Reasoning~0.32估算0.50
GLM-5.2 (high)Cache Write~0.32估算0.50
GLM-5.2 (high)Cache Hit~0.32估算0.50
GLM-5.2 (high)Input~0.32估算0.50
InfernoAnswer0.34估算0.97
InfernoReasoning~0.34估算0.50
InfernoCache Write~0.34估算0.50
InfernoCache Hit~0.34估算0.50
InfernoInput~0.34估算0.50
Nemotron 5 Ultra (high)Answer~0.38估算0.50
Nemotron 5 Ultra (high)Reasoning~0.38估算0.50
Nemotron 5 Ultra (high)Cache Write~0.38估算0.50
Nemotron 5 Ultra (high)Cache Hit~0.38估算0.50
Nemotron 5 Ultra (high)Input~0.38估算0.50
Muse 12 (high)Answer0.4估算0.97
Muse 12 (high)Reasoning~0.4估算0.50
Muse 12 (high)Cache Write~0.4估算0.50
Muse 12 (high)Cache Hit~0.4估算0.50
Muse 12 (high)Input~0.4估算0.50
Gemini 3.7 Flash (high)Answer0.4估算0.97
Gemini 3.7 Flash (high)Reasoning~0.4估算0.50
Gemini 3.7 Flash (high)Cache Write~0.4估算0.50
Gemini 3.7 Flash (high)Cache Hit~0.4估算0.50
Gemini 3.7 Flash (high)Input~0.4估算0.50
Medium (high)Answer~0.51估算0.50
Medium (high)Reasoning~0.51估算0.50
Medium (high)Cache Write~0.51估算0.50
Medium (high)Cache Hit~0.51估算0.50
Medium (high)Input~0.51估算0.50
Terra (high)Answer~0.51估算0.50
Terra (high)Reasoning~0.51估算0.50
Terra (high)Cache Write~0.51估算0.50
Terra (high)Cache Hit~0.51估算0.50
Terra (high)Input~0.51估算0.50
Grok 4.5 (high)Answer0.84估算0.97
Grok 4.5 (high)Reasoning~0.84估算0.50
Grok 4.5 (high)Cache Write~0.84估算0.50
Grok 4.5 (high)Cache Hit~0.84估算0.50
Grok 4.5 (high)Input~0.84估算0.50
Kimi K3 (high)Answer0.84估算0.97
Kimi K3 (high)Reasoning~0.84估算0.50
Kimi K3 (high)Cache Write~0.84估算0.50
Kimi K3 (high)Cache Hit~0.84估算0.50
Kimi K3 (high)Input~0.84估算0.50
Owen3.8 MaxAnswer~1.13估算0.50
Owen3.8 MaxReasoning~1.13估算0.50
Owen3.8 MaxCache Write~1.13估算0.50
Owen3.8 MaxCache Hit~1.13估算0.50
Owen3.8 MaxInput~1.13估算0.50
GPT-5.1 (max)Answer~1.23估算0.50
GPT-5.1 (max)Reasoning~1.23估算0.50
GPT-5.1 (max)Cache Write~1.23估算0.50
GPT-5.1 (max)Cache Hit~1.23估算0.50
GPT-5.1 (max)Input~1.23估算0.50
Claude Opus 5 (max)Answer~2.34估算0.50
Claude Opus 5 (max)Reasoning~2.34估算0.50
Claude Opus 5 (max)Cache Write~2.34估算0.50
Claude Opus 5 (max)Cache Hit~2.34估算0.50
Claude Opus 5 (max)Input~2.34估算0.50
Claude Opus 5 (with failback)Answer~3.14估算0.50
Claude Opus 5 (with failback)Reasoning~3.14估算0.50
Claude Opus 5 (with failback)Cache Write~3.14估算0.50
Claude Opus 5 (with failback)Cache Hit~3.14估算0.50
Claude Opus 5 (with failback)Input~3.14估算0.50
GPT-5.6 (mini)~0.05估算0.50
GPT-5.5 (128b)~0.07估算0.50
Claude 4.5 (Haiku)~0.22估算0.50
DeepSeek V3.2 (mini)~0.25估算0.50
Mistral Medium 3~0.46估算0.50
Tera (mini)~0.51估算0.50
Qwen3.8 (Max)~1.13估算0.50
GPT-5.6 (max)~1.23估算0.50
Claude 4.5 (Sonnet)~2.34估算0.50
Claude 4.5 (Opus)~3.14估算0.50
下载这张图的数据

Max 订阅者可以通过 API 取同样的数据。 API 文档

JSONagent skill 文件

API · Max

用 API 调用这张图

Max 套餐可以取这张图的数字（每个数字都带来源），格式为 JSON 或 CSV，附重画规格；也可以让智能体通过 MCP 调用。图表 id：c2440b8650cd。

查看 Max 套餐API 文档
路径返回套餐
GET/api/v1/charts/c2440b8650cd标题、发布者、日期、图型、数据点数；用 Max 密钥时附数据链接开放
GET/api/v1/charts/c2440b8650cd/data每个数据点及其来源和置信度，加上重画规格。加 ?format=csv 得到 CSVMax
GET/api/v1/charts/c2440b8650cd/render?view=1本页使用的只读绘图视图开放
POST/mcp工具 get_chart_data 加这个 id，供 Claude、Cursor 等智能体使用Max
curlMax
curl -s https://viral-chart.com/api/v1/charts/c2440b8650cd/data \
  -H "Authorization: Bearer $VIRALCHART_KEY"
Claude CodeMax
claude mcp add --transport http viralchart https://viral-chart.com/mcp \
  --header "Authorization: Bearer $VIRALCHART_KEY"

每个密钥每分钟 60 次，超出返回 429 和 Retry-After。每个账号最多 5 个密钥，在账户页创建，只显示一次。没有 Max 时数据接口返回 402，并附套餐链接。这些数字描述的是发布者拥有的图，每个文件都带授权说明。

做一张这样的图

这张图的形式，你的数字。

实时预览。所有内容都留在你的设备上。

选择形式

简化形式：用我们自己的样式，不是原图的样子。你的数字从这张图的数据开始。

DeepSeek 的更多数据

全部图表数据
部分为发布方的数字相似重绘 8.1Accuracy / Percentile (%)DeepSeek · 跑分柱状图 · 30 个数据点从图片估算Global KV Cache Per Token (Bytes)DeepSeek · 柱状图 · 4 个数据点从图片估算相似重绘 6.3AI Model Benchmark Performance Comparisonqwen · 跑分柱状图 · 25 个数据点部分为发布方的数字相似重绘 8.3Accuracy / Percentile (%)DeepSeek · 跑分柱状图 · 30 个数据点部分为发布方的数字Accuracy / Percentile (%)DeepSeek · 跑分柱状图 · 36 个数据点从图片估算相似重绘 9.0AI Model Benchmarks ComparisonDeepSeek · 跑分柱状图 · 20 个数据点

常见问题

这些数字有多准？

它们由两遍独立读图估算得出，置信度 0.54（0 到 1）。图上印着的数字读得准，从坐标轴读出的值可能有几个百分点的偏差。

这些数据可以直接用吗？

这些数字描述的是 artificial-analysis 发布的图表。图片、版式和样式归他们所有。使用数字时请注明发布者，图片请用你自己的数据来做。

怎么拿到文件？

JSON、CSV 和 agent skill 文件在本页的邮箱解锁区。原型里它们是静态文件：/api/charts/c2440b8650cd.json 和 /api/charts/c2440b8650cd.skill.md。