Agent 工作流
agent · 总消费占比 19.8%
- 🥇claude-4.8-opus18.2%-0.9pp
- 🥈claude-4.7-opus16.3%-12.9pp
- 🥉glm-5.28.3%+3.2pp
- 4gpt-5.57.1%-4.5pp
- 5claude-5-fable6.9%+5.8pp
- 6claude-sonnet-53.9%+3.8pp
- 7claude-4.6-sonnet3.8%-5.0pp
- 8gpt-5.6-sol3.7%+3.7pp
任务消费榜 · Task Spend
各任务品类内按消费份额排序，并展示环比百分点（pp）。可按宏观类目筛选。 对标 openrouter.ai/rankings。能力验真 → 模型天梯 · 模型目录 · Providers · 实验室 · 官方 API。
数据状态
任务消费榜 · 近 30 天 · source=openrouter · 2026-08-01T18:41:48.720Z
任务消费榜 · Task Spend · 近 30 天
各任务品类内按消费份额排序，并展示环比百分点（pp）。可按宏观类目筛选。
Code 25%Data 10%Agent 31%General 34%
分类标注
general · 总消费占比 8.9%
- 🥇gpt-5.58.8%-2.9pp
- 🥈claude-4.6-sonnet7.7%-6.0pp
- 🥉claude-4.7-opus7.2%-4.9pp
- 4claude-4.8-opus6.9%-1.9pp
- 5gemini-3.1-pro-preview5.6%+0.3pp
- 6gpt-5.6-sol3.7%+3.7pp
- 7gemini-3-flash-preview3.2%+0.1pp
- 8gemini-3.5-flash2.8%+0.1pp
多步规划
agent · 总消费占比 7.2%
- 🥇claude-4.8-opus24.7%+6.5pp
- 🥈claude-4.7-opus14.1%-13.9pp
- 🥉claude-5-fable7.0%+6.0pp
- 4glm-5.26.7%+1.2pp
- 5gpt-5.56.5%-4.8pp
- 6gpt-5.6-sol4.4%+4.4pp
- 7claude-sonnet-54.0%+3.8pp
- 8claude-4.6-sonnet3.5%-5.3pp
数据抽取
data · 总消费占比 7.1%
- 🥇claude-4.8-opus22.4%+13.7pp
- 🥈claude-4.7-opus7.8%-4.7pp
- 🥉claude-4.6-sonnet6.9%-3.8pp
- 4gpt-5.54.3%-2.0pp
- 5gemini-2.5-flash2.9%-0.8pp
- 6gemini-3-flash-preview2.9%-1.8pp
- 7claude-5-fable2.8%+2.0pp
- 8gemini-3.5-flash2.7%-1.6pp
通用编程
code · 总消费占比 7.1%
- 🥇claude-4.8-opus20.4%-1.8pp
- 🥈claude-4.7-opus14.6%-10.0pp
- 🥉glm-5.211.4%+4.1pp
- 4claude-5-fable8.4%+4.3pp
- 5gpt-5.6-sol5.2%+5.2pp
- 6kimi-k34.6%+4.6pp
- 7gpt-5.54.6%-3.6pp
- 8claude-sonnet-53.2%+3.1pp
Content Writing
general · 总消费占比 6.3%
- 🥇claude-4.8-opus32.7%+21.2pp
- 🥈claude-4.7-opus11.1%-8.6pp
- 🥉gpt-5.55.4%-0.7pp
- 4claude-4.6-sonnet4.4%-4.4pp
- 5claude-sonnet-53.5%+3.3pp
- 6claude-5-fable3.0%+2.4pp
- 7claude-4.6-opus3.0%-1.1pp
- 8gemini-3.1-pro-preview3.0%-1.8pp
代码调试
code · 总消费占比 5.0%
- 🥇claude-4.7-opus13.6%-5.7pp
- 🥈claude-4.8-opus13.1%-4.5pp
- 🥉glm-5.212.3%+4.7pp
- 4gpt-5.48.2%+0.4pp
- 5claude-5-fable7.0%+2.6pp
- 6gpt-5.56.6%-3.0pp
- 7gpt-5.6-sol4.2%+4.2pp
- 8deepseek-v4-pro4.0%-1.0pp
Qa Knowledge
general · 总消费占比 4.3%
- 🥇claude-4.8-opus16.6%+0.0pp
- 🥈claude-4.7-opus14.9%-3.2pp
- 🥉glm-5.25.4%+0.9pp
- 4claude-5-fable5.1%+3.4pp
- 5gpt-5.55.1%-2.1pp
- 6claude-4.6-sonnet4.8%-4.9pp
- 7gpt-5.6-sol4.4%+4.4pp
- 8claude-sonnet-53.6%+3.4pp
Code File Read Write
code · 总消费占比 3.9%
- 🥇claude-4.8-opus23.6%+5.0pp
- 🥈claude-4.7-opus18.3%-15.6pp
- 🥉glm-5.27.7%+2.7pp
- 4claude-5-fable7.1%+6.3pp
- 5gpt-5.54.3%-4.5pp
- 6gpt-5.6-sol3.8%+3.8pp
- 7kimi-k33.4%+3.4pp
- 8glm-53.4%+1.9pp
Roleplay Fiction
general · 总消费占比 3.1%
- 🥇deepseek-v4-pro6.8%-1.1pp
- 🥈gemini-3-flash-preview6.4%+0.4pp
- 🥉claude-4.6-opus5.9%-2.7pp
- 4glm-5.24.8%+2.2pp
- 5claude-5-fable4.7%+4.0pp
- 6deepseek-v4-flash4.6%+1.2pp
- 7deepseek-v3.24.6%-0.3pp
- 8gemini-3.1-pro-preview4.4%-0.8pp
Data Transformation
data · 总消费占比 3.0%
- 🥇claude-4.8-opus30.2%+17.5pp
- 🥈claude-4.7-opus9.2%-6.9pp
- 🥉claude-4.6-sonnet9.2%-2.2pp
- 4claude-4.6-opus4.0%-2.5pp
- 5gpt-5.52.9%-3.2pp
- 6deepseek-v4-flash2.8%+0.8pp
- 7claude-sonnet-52.4%+2.3pp
- 8claude-5-fable2.4%+1.8pp
Research Report
general · 总消费占比 3.0%
- 🥇claude-4.8-opus46.8%+32.9pp
- 🥈claude-4.7-opus10.4%-9.2pp
- 🥉claude-4.6-opus3.9%-5.0pp
- 4gpt-5.6-sol3.6%+3.6pp
- 5kimi-k2.63.6%+1.6pp
- 6claude-5-fable3.2%+1.5pp
- 7glm-5.22.8%-0.1pp
- 8claude-4.6-sonnet2.8%-7.1pp
Conversational Reply
general · 总消费占比 2.8%
- 🥇claude-4.7-opus22.5%-5.7pp
- 🥈claude-4.8-opus13.9%-3.5pp
- 🥉claude-5-fable7.0%+5.7pp
- 4claude-4.6-sonnet6.4%-3.8pp
- 5glm-5.24.5%+1.6pp
- 6claude-sonnet-53.9%+3.8pp
- 7claude-4.6-opus3.5%-0.8pp
- 8gpt-5.6-sol3.1%+3.1pp
Code Shell Execution
code · 总消费占比 2.5%
- 🥇gpt-5.418.4%+17.5pp
- 🥈deepseek-v4-pro13.7%+8.4pp
- 🥉glm-5.212.0%+3.5pp
- 4claude-4.7-opus10.3%-12.0pp
- 5claude-4.8-opus10.1%-11.5pp
- 6claude-5-fable4.6%+3.3pp
- 7gpt-5.54.3%-7.3pp
- 8gpt-5.6-sol3.4%+3.4pp
Code Frontend Ui
code · 总消费占比 2.5%
- 🥇claude-4.8-opus20.9%-0.4pp
- 🥈claude-4.7-opus19.5%-8.6pp
- 🥉claude-5-fable11.1%+8.3pp
- 4gpt-5.511.0%-3.7pp
- 5glm-5.25.2%+0.1pp
- 6kimi-k33.7%+3.7pp
- 7claude-sonnet-53.7%+3.5pp
- 8claude-4.6-sonnet3.5%-4.7pp
Code Review Security
code · 总消费占比 2.1%
- 🥇glm-5.215.3%+9.7pp
- 🥈gpt-5.414.1%-5.3pp
- 🥉claude-4.8-opus10.2%-2.2pp
- 4claude-5-fable7.8%+5.9pp
- 5gpt-5.6-sol7.4%+7.4pp
- 6claude-4.7-opus5.8%-8.0pp
- 7kimi-k34.3%+4.3pp
- 8glm-54.3%+3.1pp
Agent Web Search
agent · 总消费占比 1.7%
- 🥇claude-4.8-opus24.9%+13.7pp
- 🥈claude-4.7-opus11.4%-6.0pp
- 🥉gpt-5.6-sol6.5%+6.5pp
- 4claude-4.6-sonnet4.5%-8.4pp
- 5claude-5-fable4.3%+3.2pp
- 6gpt-5.53.8%-4.5pp
- 7glm-5.23.7%+0.4pp
- 8deepseek-v4-pro3.5%-2.0pp
Summarization
general · 总消费占比 1.5%
- 🥇claude-4.7-opus20.0%-4.8pp
- 🥈claude-4.8-opus14.2%+2.4pp
- 🥉gemini-3-flash-preview7.9%+0.8pp
- 4claude-4.6-sonnet4.7%-2.3pp
- 5gpt-5.6-sol4.0%+4.0pp
- 6claude-5-fable3.7%+2.1pp
- 7claude-sonnet-53.1%+3.0pp
- 8glm-5.22.8%+0.9pp
Customer Support
general · 总消费占比 1.4%
- 🥇claude-4.6-sonnet7.6%-2.4pp
- 🥈gemini-3-flash-preview6.6%+1.0pp
- 🥉claude-4.8-opus5.7%-4.0pp
- 4gemini-2.5-flash5.0%+0.1pp
- 5claude-4.7-opus4.7%+0.3pp
- 6claude-sonnet-54.1%+4.0pp
- 7glm-5.24.0%-1.7pp
- 8gpt-5.23.8%+0.6pp
Agent Tool Dispatch
agent · 总消费占比 1.3%
- 🥇claude-4.7-opus15.1%-10.4pp
- 🥈claude-4.8-opus12.0%-6.0pp
- 🥉claude-sonnet-57.2%+6.9pp
- 4claude-4.6-sonnet5.4%-4.9pp
- 5claude-5-fable5.3%+5.0pp
- 6glm-5.25.3%+2.3pp
- 7gpt-5.55.2%-3.0pp
- 8gpt-5.6-terra4.8%+4.8pp
Code Repo Scan
code · 总消费占比 1.0%
- 🥇claude-4.8-opus12.9%-4.9pp
- 🥈glm-512.8%+6.3pp
- 🥉claude-4.7-opus12.7%-16.4pp
- 4claude-5-fable8.9%+7.3pp
- 5glm-5.28.3%+2.4pp
- 6gpt-5.56.7%-2.1pp
- 7gpt-5.6-sol5.8%+5.8pp
- 8kimi-k34.7%+4.7pp
Agent Memory Extraction
agent · 总消费占比 1.0%
- 🥇glm-5.213.9%+7.9pp
- 🥈claude-5-fable9.5%+9.3pp
- 🥉claude-4.8-opus9.0%-2.9pp
- 4claude-4.7-opus8.6%-27.5pp
- 5claude-4.6-sonnet7.2%-12.1pp
- 6claude-sonnet-55.2%+5.0pp
- 7deepseek-v4-flash4.9%+2.3pp
- 8deepseek-v4-pro3.9%+0.6pp
Finance Trading
general · 总消费占比 0.8%
- 🥇claude-4.8-opus18.8%+9.1pp
- 🥈claude-4.7-opus15.8%-3.7pp
- 🥉glm-5.27.9%+2.0pp
- 4claude-4.6-opus7.1%-7.9pp
- 5kimi-k2.66.5%+0.8pp
- 6deepseek-v4-pro6.1%-1.7pp
- 7claude-5-fable5.0%+3.8pp
- 8gpt-5.52.6%-1.2pp
数学
general · 总消费占比 0.6%
- 🥇claude-4.8-opus18.0%+2.5pp
- 🥈gpt-5.6-sol8.9%+8.9pp
- 🥉glm-5.27.7%+0.2pp
- 4gpt-5.55.8%-1.5pp
- 5deepseek-v4-pro5.2%-16.5pp
- 6gpt-5.5-pro5.1%+5.1pp
- 7kimi-k34.9%+4.9pp
- 8claude-4.6-opus3.8%+2.4pp
Security Audit
general · 总消费占比 0.5%
- 🥇glm-5.221.2%+8.7pp
- 🥈claude-4.8-opus10.5%-2.7pp
- 🥉kimi-k39.0%+9.0pp
- 4claude-4.7-opus8.8%-0.6pp
- 5claude-4.6-opus8.0%+0.5pp
- 6deepseek-v4-pro6.3%-4.2pp
- 7claude-4.6-sonnet3.8%-2.3pp
- 8grok-4.53.7%+3.7pp
Code Sql Database
code · 总消费占比 0.4%
- 🥇claude-4.8-opus20.7%-0.2pp
- 🥈claude-4.7-opus17.5%-12.2pp
- 🥉claude-4.6-sonnet7.9%-4.3pp
- 4glm-5.27.0%+1.4pp
- 5claude-5-fable5.9%+5.2pp
- 6gpt-5.6-sol5.0%+5.0pp
- 7claude-sonnet-54.2%+4.0pp
- 8claude-4.6-opus3.1%+0.0pp
Code Devops Config
code · 总消费占比 0.4%
- 🥇claude-4.8-opus19.5%-8.4pp
- 🥈claude-4.7-opus14.3%-8.3pp
- 🥉glm-5.214.0%+6.0pp
- 4claude-5-fable10.5%+9.4pp
- 5gpt-5.6-sol6.2%+6.2pp
- 6kimi-k34.3%+4.3pp
- 7claude-opus-54.2%+4.2pp
- 8claude-sonnet-53.5%+3.2pp
翻译
general · 总消费占比 0.4%
- 🥇claude-4.8-opus15.3%+8.4pp
- 🥈claude-4.7-opus6.3%+0.8pp
- 🥉claude-4.6-sonnet5.7%-1.0pp
- 4deepseek-v4-flash5.2%+2.7pp
- 5gemini-3-flash-preview5.0%+0.6pp
- 6gemini-3.5-flash4.9%+0.6pp
- 7gemini-3.1-pro-preview4.7%-1.6pp
- 8gpt-5.53.4%+0.6pp
Devops
general · 总消费占比 0.4%
- 🥇claude-4.7-opus17.5%-3.6pp
- 🥈claude-4.8-opus16.1%-6.0pp
- 🥉glm-5.211.7%+4.4pp
- 4claude-5-fable11.2%+8.8pp
- 5claude-sonnet-55.0%+4.8pp
- 6gpt-5.6-sol4.9%+4.9pp
- 7kimi-k34.2%+4.2pp
- 8deepseek-v4-pro3.3%-1.3pp
数据来源 OpenRouter 公开 Rankings API（约小时级缓存）。用量/份额反映路由平台流量，不等于全球真实份额； 智力指数来自 Artificial Analysis 透出字段。选型请结合 天梯、目录与自有压测。
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