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Code 默认连接 Anthropic 官方 API，使用 Claude 系列模型。但对于中国大陆开发者而言，",[199,200,201],"strong",{},"网络稳定性","和",[199,204,205],{},"订阅成本","是两大现实门槛。Coding Plan 正是解决这一问题的关键——它是国内各大 AI 厂商推出的",[199,208,209],{},"编程场景订阅套餐","，以固定月费替代按 Token 计费，让你用 Claude Code 的交互体验配合国产模型的算力，实现低成本、高稳定的 AI 编程工作流。",[195,212,213,214,217],{},"本章将以 ",[199,215,216],{},"Kimi Coding Plan"," 为主线（因其 Anthropic API 兼容度最高、长上下文能力突出），同时覆盖 DeepSeek、GLM、MiniMax 等其他主流方案，帮助你找到最适合自己的配置。",[219,220],"hr",{},[222,223,225],"h2",{"id":224},"一coding-plan-是什么","一、Coding Plan 是什么",[227,228,230],"h3",{"id":229},"_11-定义","1.1 定义",[195,232,233,234,236,237],{},"Coding Plan 是 AI 模型\u002F云厂商面向开发者推出的",[199,235,209],{},"。与传统按 Token 计费不同，它以固定周期（5 小时 \u002F 周 \u002F 月）提供固定额度，大幅降低使用门槛和成本不确定性。",[238,239,240],"sup",{},[241,242,248],"a",{"href":243,"ariaDescribedBy":244,"dataFootnoteRef":246,"id":247},"#user-content-fn-1",[245],"footnote-label","","user-content-fnref-1","1",[250,251,252,268],"table",{},[253,254,255],"thead",{},[256,257,258,262,265],"tr",{},[259,260,261],"th",{},"计费模式",[259,263,264],{},"特点",[259,266,267],{},"适用场景",[269,270,271,285,298],"tbody",{},[256,272,273,279,282],{},[274,275,276],"td",{},[199,277,278],{},"按 Token 计费",[274,280,281],{},"用多少付多少，成本不可预测",[274,283,284],{},"低频使用、实验性项目",[256,286,287,292,295],{},[274,288,289],{},[199,290,291],{},"Coding Plan 订阅",[274,293,294],{},"固定月费，额度内不限量",[274,296,297],{},"日常开发、团队高频使用",[256,299,300,305,308],{},[274,301,302],{},[199,303,304],{},"混合模式",[274,306,307],{},"订阅 + 超出部分按量",[274,309,310],{},"重度使用者",[227,312,314],{"id":313},"_12-核心选购指标额度倍率","1.2 核心选购指标：额度倍率",[195,316,317],{},"额度倍率是衡量 Coding Plan 性价比的核心指标：",[319,320,325],"pre",{"className":321,"code":323,"language":324},[322],"language-text","额度倍率 = 当前周期可用额度 ÷ 包月价格\n","text",[326,327,323],"code",{"__ignoreMap":246},[195,329,330,331,334,335],{},"倍率越高，单位资金能买到的算力越多。但需注意：",[199,332,333],{},"额度充足比倍率更重要","——再高的倍率，如果频繁触发 429（Rate Limit），体验也会大打折扣。",[238,336,337],{},[241,338,248],{"href":243,"ariaDescribedBy":339,"dataFootnoteRef":246,"id":340},[245],"user-content-fnref-1-2",[227,342,344],{"id":343},"_13-为什么-claude-code-coding-plan-是最佳组合","1.3 为什么 Claude Code + Coding Plan 是最佳组合",[195,346,347,348,351,352,355,356,359,360],{},"Claude Code 提供了目前最成熟的",[199,349,350],{},"终端 AI 编程交互体验","，但它的模型绑定并非不可改变。通过配置 ",[326,353,354],{},"ANTHROPIC_BASE_URL"," 等环境变量，Claude Code 可以接入任何",[199,357,358],{},"兼容 Anthropic API 格式","的第三方服务。",[238,361,362],{},[241,363,367],{"href":364,"ariaDescribedBy":365,"dataFootnoteRef":246,"id":366},"#user-content-fn-2",[245],"user-content-fnref-2","2",[195,369,370],{},"这意味着你可以：",[372,373,374,382,389],"ul",{},[375,376,377,378,381],"li",{},"保留 Claude Code 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\"sk-your-kimi-api-key\",\n    \"ANTHROPIC_MODEL\": \"kimi-k2-turbo-preview\",\n    \"ANTHROPIC_SMALL_FAST_MODEL\": \"kimi-k2-turbo-preview\"\n  }\n}\n","json",[326,618,619,624,641,664,683,702,719,725],{"__ignoreMap":246},[525,620,621],{"class":527,"line":528},[525,622,623],{"class":539},"{\n",[525,625,626,629,632,635,638],{"class":527,"line":546},[525,627,628],{"class":539},"  \"",[525,630,631],{"class":531},"env",[525,633,634],{"class":539},"\"",[525,636,637],{"class":539},":",[525,639,640],{"class":539}," {\n",[525,642,643,646,648,650,652,655,659,661],{"class":527,"line":559},[525,644,645],{"class":539},"    \"",[525,647,354],{"class":594},[525,649,634],{"class":539},[525,651,637],{"class":539},[525,653,654],{"class":539}," \"",[525,656,658],{"class":657},"sfazB","https:\u002F\u002Fapi.moonshot.cn\u002Fanthropic",[525,660,634],{"class":539},[525,662,663],{"class":539},",\n",[525,665,666,668,670,672,674,676,679,681],{"class":527,"line":572},[525,667,645],{"class":539},[525,669,459],{"class":594},[525,671,634],{"class":539},[525,673,637],{"class":539},[525,675,654],{"class":539},[525,677,678],{"class":657},"sk-your-kimi-api-key",[525,680,634],{"class":539},[525,682,663],{"class":539},[525,684,685,687,689,691,693,695,698,700],{"class":527,"line":584},[525,686,645],{"class":539},[525,688,471],{"class":594},[525,690,634],{"class":539},[525,692,637],{"class":539},[525,694,654],{"class":539},[525,696,697],{"class":657},"kimi-k2-turbo-preview",[525,699,634],{"class":539},[525,701,663],{"class":539},[525,703,704,706,708,710,712,714,716],{"class":527,"line":591},[525,705,645],{"class":539},[525,707,484],{"class":594},[525,709,634],{"class":539},[525,711,637],{"class":539},[525,713,654],{"class":539},[525,715,697],{"class":657},[525,717,718],{"class":539},"\"\n",[525,720,722],{"class":527,"line":721},7,[525,723,724],{"class":539},"  }\n",[525,726,728],{"class":527,"line":727},8,[525,729,730],{"class":539},"}\n",[195,732,733,734,737],{},"配置完成后，启动 Claude Code 时执行 ",[326,735,736],{},"\u002Fstatus"," 可查看当前连接的模型和 API 配置。",[227,739,741],{"id":740},"_23-多模型切换策略","2.3 多模型切换策略",[195,743,744,745,748,749],{},"Claude Code 本身",[199,746,747],{},"不支持同时配置多个模型","，但可以通过配置文件切换实现灵活调度：",[238,750,751],{},[241,752,756],{"href":753,"ariaDescribedBy":754,"dataFootnoteRef":246,"id":755},"#user-content-fn-4",[245],"user-content-fnref-4","4",[319,758,760],{"className":519,"code":759,"language":521,"meta":246,"style":246},"# ~\u002F.claude\u002F 目录下为每个模型准备一个配置文件\n~\u002F.claude\u002F\n  ├── settings.json              # 当前生效配置\n  ├── settings.json.kimi         # Kimi 配置备份\n  ├── settings.json.deepseek     # DeepSeek 配置备份\n  └── settings.json.glm          # GLM 配置备份\n\n# 切换模型时复制对应的配置文件\ncp ~\u002F.claude\u002Fsettings.json.kimi ~\u002F.claude\u002Fsettings.json\n# 然后重启 Claude Code\n",[326,761,762,767,775,786,796,806,817,821,826,838],{"__ignoreMap":246},[525,763,764],{"class":527,"line":528},[525,765,766],{"class":598},"# ~\u002F.claude\u002F 目录下为每个模型准备一个配置文件\n",[525,768,769,772],{"class":527,"line":546},[525,770,771],{"class":539},"~",[525,773,774],{"class":535},"\u002F.claude\u002F\n",[525,776,777,780,783],{"class":527,"line":559},[525,778,779],{"class":594},"  ├──",[525,781,782],{"class":657}," settings.json",[525,784,785],{"class":598},"              # 当前生效配置\n",[525,787,788,790,793],{"class":527,"line":572},[525,789,779],{"class":594},[525,791,792],{"class":657}," settings.json.kimi",[525,794,795],{"class":598},"         # Kimi 配置备份\n",[525,797,798,800,803],{"class":527,"line":584},[525,799,779],{"class":594},[525,801,802],{"class":657}," settings.json.deepseek",[525,804,805],{"class":598},"     # DeepSeek 配置备份\n",[525,807,808,811,814],{"class":527,"line":591},[525,809,810],{"class":594},"  └──",[525,812,813],{"class":657}," settings.json.glm",[525,815,816],{"class":598},"          # GLM 配置备份\n",[525,818,819],{"class":527,"line":721},[525,820,588],{"emptyLinePlaceholder":587},[525,822,823],{"class":527,"line":727},[525,824,825],{"class":598},"# 切换模型时复制对应的配置文件\n",[525,827,829,832,835],{"class":527,"line":828},9,[525,830,831],{"class":594},"cp",[525,833,834],{"class":657}," ~\u002F.claude\u002Fsettings.json.kimi",[525,836,837],{"class":657}," ~\u002F.claude\u002Fsettings.json\n",[525,839,841],{"class":527,"line":840},10,[525,842,843],{"class":598},"# 然后重启 Claude Code\n",[195,845,846],{},[199,847,848],{},"更优雅的方式：Shell 函数",[195,850,607,851,854,855,858],{},[326,852,853],{},".zshrc"," 或 ",[326,856,857],{},".bashrc"," 中定义快捷命令：",[319,860,862],{"className":519,"code":861,"language":521,"meta":246,"style":246},"cc-kimi() {\n  export ANTHROPIC_BASE_URL=https:\u002F\u002Fapi.moonshot.cn\u002Fanthropic\n  export ANTHROPIC_AUTH_TOKEN=$KIMI_API_KEY\n  export ANTHROPIC_MODEL=kimi-k2-turbo-preview\n  claude\n}\n\ncc-deepseek() {\n  export ANTHROPIC_BASE_URL=https:\u002F\u002Fapi.deepseek.com\u002Fanthropic\n  export ANTHROPIC_AUTH_TOKEN=$DEEPSEEK_API_KEY\n  export ANTHROPIC_MODEL=deepseek-reasoner\n  claude\n}\n\ncc-claude() {\n  unset ANTHROPIC_BASE_URL ANTHROPIC_AUTH_TOKEN ANTHROPIC_MODEL\n  claude\n}\n",[326,863,864,875,886,897,907,912,916,920,929,940,951,963,968,973,978,988,1001,1006],{"__ignoreMap":246},[525,865,866,870,873],{"class":527,"line":528},[525,867,869],{"class":868},"s2Zo4","cc-kimi",[525,871,872],{"class":539},"()",[525,874,640],{"class":539},[525,876,877,880,882,884],{"class":527,"line":546},[525,878,879],{"class":531},"  export",[525,881,536],{"class":535},[525,883,540],{"class":539},[525,885,543],{"class":535},[525,887,888,890,892,894],{"class":527,"line":559},[525,889,879],{"class":531},[525,891,551],{"class":535},[525,893,540],{"class":539},[525,895,896],{"class":535},"$KIMI_API_KEY\n",[525,898,899,901,903,905],{"class":527,"line":572},[525,900,879],{"class":531},[525,902,564],{"class":535},[525,904,540],{"class":539},[525,906,569],{"class":535},[525,908,909],{"class":527,"line":584},[525,910,911],{"class":594},"  claude\n",[525,913,914],{"class":527,"line":591},[525,915,730],{"class":539},[525,917,918],{"class":527,"line":721},[525,919,588],{"emptyLinePlaceholder":587},[525,921,922,925,927],{"class":527,"line":727},[525,923,924],{"class":868},"cc-deepseek",[525,926,872],{"class":539},[525,928,640],{"class":539},[525,930,931,933,935,937],{"class":527,"line":828},[525,932,879],{"class":531},[525,934,536],{"class":535},[525,936,540],{"class":539},[525,938,939],{"class":535},"https:\u002F\u002Fapi.deepseek.com\u002Fanthropic\n",[525,941,942,944,946,948],{"class":527,"line":840},[525,943,879],{"class":531},[525,945,551],{"class":535},[525,947,540],{"class":539},[525,949,950],{"class":535},"$DEEPSEEK_API_KEY\n",[525,952,954,956,958,960],{"class":527,"line":953},11,[525,955,879],{"class":531},[525,957,564],{"class":535},[525,959,540],{"class":539},[525,961,962],{"class":535},"deepseek-reasoner\n",[525,964,966],{"class":527,"line":965},12,[525,967,911],{"class":594},[525,969,971],{"class":527,"line":970},13,[525,972,730],{"class":539},[525,974,976],{"class":527,"line":975},14,[525,977,588],{"emptyLinePlaceholder":587},[525,979,981,984,986],{"class":527,"line":980},15,[525,982,983],{"class":868},"cc-claude",[525,985,872],{"class":539},[525,987,640],{"class":539},[525,989,991,994,996,998],{"class":527,"line":990},16,[525,992,993],{"class":868},"  unset",[525,995,536],{"class":657},[525,997,551],{"class":657},[525,999,1000],{"class":657}," ANTHROPIC_MODEL\n",[525,1002,1004],{"class":527,"line":1003},17,[525,1005,911],{"class":594},[525,1007,1009],{"class":527,"line":1008},18,[525,1010,730],{"class":539},[227,1012,1014],{"id":1013},"_24-轻量模型与主模型的分工","2.4 轻量模型与主模型的分工",[195,1016,1017,1018,1020,1021],{},"Claude Code 在空闲时也会为后台任务（如上下文摘要、代码索引）调用模型。通过 ",[326,1019,484],{}," 可以为这些任务指定成本更低的模型：",[238,1022,1023],{},[241,1024,423],{"href":420,"ariaDescribedBy":1025,"dataFootnoteRef":246,"id":1026},[245],"user-content-fnref-3-2",[319,1028,1029],{"className":614,"code":615,"language":616,"meta":246,"style":246},[326,1030,1031,1035,1047,1065,1083,1101,1117,1121],{"__ignoreMap":246},[525,1032,1033],{"class":527,"line":528},[525,1034,623],{"class":539},[525,1036,1037,1039,1041,1043,1045],{"class":527,"line":546},[525,1038,628],{"class":539},[525,1040,631],{"class":531},[525,1042,634],{"class":539},[525,1044,637],{"class":539},[525,1046,640],{"class":539},[525,1048,1049,1051,1053,1055,1057,1059,1061,1063],{"class":527,"line":559},[525,1050,645],{"class":539},[525,1052,354],{"class":594},[525,1054,634],{"class":539},[525,1056,637],{"class":539},[525,1058,654],{"class":539},[525,1060,658],{"class":657},[525,1062,634],{"class":539},[525,1064,663],{"class":539},[525,1066,1067,1069,1071,1073,1075,1077,1079,1081],{"class":527,"line":572},[525,1068,645],{"class":539},[525,1070,459],{"class":594},[525,1072,634],{"class":539},[525,1074,637],{"class":539},[525,1076,654],{"class":539},[525,1078,678],{"class":657},[525,1080,634],{"class":539},[525,1082,663],{"class":539},[525,1084,1085,1087,1089,1091,1093,1095,1097,1099],{"class":527,"line":584},[525,1086,645],{"class":539},[525,1088,471],{"class":594},[525,1090,634],{"class":539},[525,1092,637],{"class":539},[525,1094,654],{"class":539},[525,1096,697],{"class":657},[525,1098,634],{"class":539},[525,1100,663],{"class":539},[525,1102,1103,1105,1107,1109,1111,1113,1115],{"class":527,"line":591},[525,1104,645],{"class":539},[525,1106,484],{"class":594},[525,1108,634],{"class":539},[525,1110,637],{"class":539},[525,1112,654],{"class":539},[525,1114,697],{"class":657},[525,1116,718],{"class":539},[525,1118,1119],{"class":527,"line":721},[525,1120,724],{"class":539},[525,1122,1123],{"class":527,"line":727},[525,1124,730],{"class":539},[1126,1127,1128],"blockquote",{},[195,1129,1130,1131,1134,1135,1138],{},"注：Kimi 目前各模型间价格差异不大，可直接统一配置。若使用 DeepSeek，建议主模型用 ",[326,1132,1133],{},"deepseek-reasoner","，轻量模型用 ",[326,1136,1137],{},"deepseek-chat","。",[219,1140],{},[222,1142,1144],{"id":1143},"三kimi-coding-plan-详解与接入","三、Kimi Coding Plan 详解与接入",[195,1146,1147,1148,1151],{},"Kimi（月之暗面）以",[199,1149,1150],{},"长上下文","能力闻名，其 Coding Plan 在代码理解、多文件重构等场景表现突出。",[227,1153,1155],{"id":1154},"_31-kimi-coding-plan-tiers","3.1 Kimi Coding Plan  tiers",[250,1157,1158,1176],{},[253,1159,1160],{},[256,1161,1162,1165,1168,1171,1174],{},[259,1163,1164],{},"套餐",[259,1166,1167],{},"月费",[259,1169,1170],{},"5h 额度",[259,1172,1173],{},"TPS",[259,1175,264],{},[269,1177,1178,1197,1215],{},[256,1179,1180,1185,1188,1191,1194],{},[274,1181,1182],{},[199,1183,1184],{},"Kimi Code Andante",[274,1186,1187],{},"¥49",[274,1189,1190],{},"359 reqs \u002F 15M tokens",[274,1192,1193],{},"27.98",[274,1195,1196],{},"入门级，额度偏紧张",[256,1198,1199,1204,1207,1210,1212],{},[274,1200,1201],{},[199,1202,1203],{},"Kimi Code Allegretto",[274,1205,1206],{},"¥199",[274,1208,1209],{},"1307 reqs \u002F 65M tokens",[274,1211,1193],{},[274,1213,1214],{},"推荐，日常开发够用",[256,1216,1217,1222,1225,1228,1230],{},[274,1218,1219],{},[199,1220,1221],{},"Kimi Code 团队版",[274,1223,1224],{},"¥699",[274,1226,1227],{},"更大额度",[274,1229,1193],{},[274,1231,1232],{},"团队共享，性价比一般",[195,1234,1235,1238,1239],{},[199,1236,1237],{},"选购建议","：个人开发者选 Allegretto（¥199），团队可购买多个 Allegretto 分摊使用，比团队版更灵活。",[238,1240,1241],{},[241,1242,248],{"href":243,"ariaDescribedBy":1243,"dataFootnoteRef":246,"id":1244},[245],"user-content-fnref-1-3",[227,1246,1248],{"id":1247},"_32-获取-kimi-api-key","3.2 获取 Kimi API Key",[1250,1251,1252,1261,1264,1267],"ol",{},[375,1253,1254,1255],{},"访问 ",[241,1256,1260],{"href":1257,"rel":1258},"https:\u002F\u002Fplatform.moonshot.cn",[1259],"nofollow","Kimi 开放平台",[375,1262,1263],{},"注册\u002F登录账户",[375,1265,1266],{},"进入「API Key 管理」页面创建新密钥",[375,1268,1269,1270,1273],{},"复制生成的 ",[326,1271,1272],{},"sk-"," 开头密钥",[227,1275,1277],{"id":1276},"_33-claude-code-接入-kimi-完整步骤","3.3 Claude Code 接入 Kimi 完整步骤",[195,1279,1280],{},[199,1281,1282],{},"Step 1：创建配置文件",[319,1284,1286],{"className":519,"code":1285,"language":521,"meta":246,"style":246},"# 确保 ~\u002F.claude\u002F 目录存在\nmkdir -p ~\u002F.claude\n\n# 创建或编辑 settings.json\ncat > ~\u002F.claude\u002Fsettings.json \u003C\u003C'EOF'\n{\n  \"env\": {\n    \"ANTHROPIC_BASE_URL\": \"https:\u002F\u002Fapi.moonshot.cn\u002Fanthropic\",\n    \"ANTHROPIC_AUTH_TOKEN\": \"sk-你的Kimi API密钥\",\n    \"ANTHROPIC_MODEL\": \"kimi-k2-turbo-preview\",\n    \"ANTHROPIC_SMALL_FAST_MODEL\": \"kimi-k2-turbo-preview\"\n  }\n}\nEOF\n",[326,1287,1288,1293,1304,1308,1313,1330,1334,1339,1344,1349,1354,1359,1363,1367],{"__ignoreMap":246},[525,1289,1290],{"class":527,"line":528},[525,1291,1292],{"class":598},"# 确保 ~\u002F.claude\u002F 目录存在\n",[525,1294,1295,1298,1301],{"class":527,"line":546},[525,1296,1297],{"class":594},"mkdir",[525,1299,1300],{"class":657}," -p",[525,1302,1303],{"class":657}," ~\u002F.claude\n",[525,1305,1306],{"class":527,"line":559},[525,1307,588],{"emptyLinePlaceholder":587},[525,1309,1310],{"class":527,"line":572},[525,1311,1312],{"class":598},"# 创建或编辑 settings.json\n",[525,1314,1315,1318,1321,1324,1327],{"class":527,"line":584},[525,1316,1317],{"class":594},"cat",[525,1319,1320],{"class":539}," >",[525,1322,1323],{"class":657}," ~\u002F.claude\u002Fsettings.json",[525,1325,1326],{"class":539}," \u003C\u003C",[525,1328,1329],{"class":539},"'EOF'\n",[525,1331,1332],{"class":527,"line":591},[525,1333,623],{"class":657},[525,1335,1336],{"class":527,"line":721},[525,1337,1338],{"class":657},"  \"env\": {\n",[525,1340,1341],{"class":527,"line":727},[525,1342,1343],{"class":657},"    \"ANTHROPIC_BASE_URL\": \"https:\u002F\u002Fapi.moonshot.cn\u002Fanthropic\",\n",[525,1345,1346],{"class":527,"line":828},[525,1347,1348],{"class":657},"    \"ANTHROPIC_AUTH_TOKEN\": \"sk-你的Kimi API密钥\",\n",[525,1350,1351],{"class":527,"line":840},[525,1352,1353],{"class":657},"    \"ANTHROPIC_MODEL\": \"kimi-k2-turbo-preview\",\n",[525,1355,1356],{"class":527,"line":953},[525,1357,1358],{"class":657},"    \"ANTHROPIC_SMALL_FAST_MODEL\": \"kimi-k2-turbo-preview\"\n",[525,1360,1361],{"class":527,"line":965},[525,1362,724],{"class":657},[525,1364,1365],{"class":527,"line":970},[525,1366,730],{"class":657},[525,1368,1369],{"class":527,"line":975},[525,1370,1371],{"class":539},"EOF\n",[195,1373,1374],{},[199,1375,1376],{},"Step 2：验证配置",[319,1378,1380],{"className":519,"code":1379,"language":521,"meta":246,"style":246},"claude\n# 进入会话后执行\n\u002Fstatus\n",[326,1381,1382,1387,1392],{"__ignoreMap":246},[525,1383,1384],{"class":527,"line":528},[525,1385,1386],{"class":594},"claude\n",[525,1388,1389],{"class":527,"line":546},[525,1390,1391],{"class":598},"# 进入会话后执行\n",[525,1393,1394],{"class":527,"line":559},[525,1395,1396],{"class":594},"\u002Fstatus\n",[195,1398,1399,1400,1403,1404,1407,1408,1138],{},"确认 ",[326,1401,1402],{},"API Configuration"," 显示自定义地址，",[326,1405,1406],{},"Model"," 显示 ",[326,1409,697],{},[195,1411,1412],{},[199,1413,1414],{},"Step 3：测试代码生成能力",[319,1416,1419],{"className":1417,"code":1418,"language":324,"meta":246},[322],"写一个 Python 函数，用递归实现快速排序，并包含类型注解和单元测试\n",[326,1420,1418],{"__ignoreMap":246},[195,1422,1423],{},"观察响应速度和代码质量，确保配置生效。",[227,1425,1427],{"id":1426},"_34-kimi-模型选择指南","3.4 Kimi 模型选择指南",[195,1429,1430],{},"Kimi 提供多个模型，代码场景推荐：",[250,1432,1433,1445],{},[253,1434,1435],{},[256,1436,1437,1440,1442],{},[259,1438,1439],{},"模型",[259,1441,267],{},[259,1443,1444],{},"上下文长度",[269,1446,1447,1459,1471],{},[256,1448,1449,1453,1456],{},[274,1450,1451],{},[326,1452,697],{},[274,1454,1455],{},"通用编程，推荐默认使用",[274,1457,1458],{},"256K",[256,1460,1461,1466,1469],{},[274,1462,1463],{},[326,1464,1465],{},"kimi-k2.5",[274,1467,1468],{},"复杂推理、长文档分析",[274,1470,1458],{},[256,1472,1473,1478,1487],{},[274,1474,1475],{},[326,1476,1477],{},"kimi-k2.6",[274,1479,1480,1481],{},"最新版本（注意：升级后稳定性待观察）",[238,1482,1483],{},[241,1484,248],{"href":243,"ariaDescribedBy":1485,"dataFootnoteRef":246,"id":1486},[245],"user-content-fnref-1-4",[274,1488,1458],{},[227,1490,1492],{"id":1491},"_35-已知问题与规避","3.5 已知问题与规避",[250,1494,1495,1508],{},[253,1496,1497],{},[256,1498,1499,1502,1505],{},[259,1500,1501],{},"问题",[259,1503,1504],{},"现象",[259,1506,1507],{},"规避方法",[269,1509,1510,1523,1536],{},[256,1511,1512,1517,1520],{},[274,1513,1514],{},[199,1515,1516],{},"kimi-k2.6 死循环",[274,1518,1519],{},"部分任务中模型反复输出同一内容",[274,1521,1522],{},"降级到 k2.5 或 k2-turbo-preview",[256,1524,1525,1530,1533],{},[274,1526,1527],{},[199,1528,1529],{},"429 Rate Limit",[274,1531,1532],{},"高频使用时触发速率限制",[274,1534,1535],{},"降低操作频率，或升级 Allegretto",[256,1537,1538,1543,1546],{},[274,1539,1540],{},[199,1541,1542],{},"多模态限制",[274,1544,1545],{},"图像输入仅 Allegretto 支持",[274,1547,1548],{},"Andante 用户避免上传截图",[219,1550],{},[222,1552,1554],{"id":1553},"四其他国产-coding-plan-对比与接入","四、其他国产 Coding Plan 对比与接入",[227,1556,1558],{"id":1557},"_41-主流方案速览","4.1 主流方案速览",[250,1560,1561,1581],{},[253,1562,1563],{},[256,1564,1565,1568,1570,1572,1575,1578],{},[259,1566,1567],{},"厂商",[259,1569,1164],{},[259,1571,1167],{},[259,1573,1574],{},"额度倍率(月)",[259,1576,1577],{},"核心特点",[259,1579,1580],{},"API 兼容",[269,1582,1583,1606,1627,1646,1666,1685],{},[256,1584,1585,1590,1593,1595,1600,1603],{},[274,1586,1587],{},[199,1588,1589],{},"MiniMax",[274,1591,1592],{},"Coding Plan Plus",[274,1594,1187],{},[274,1596,1597],{},[199,1598,1599],{},"88.65",[274,1601,1602],{},"额度倍率最高，含 TTS+图像",[274,1604,1605],{},"Anthropic",[256,1607,1608,1613,1616,1619,1622,1625],{},[274,1609,1610],{},[199,1611,1612],{},"火山方舟",[274,1614,1615],{},"Coding Plan Lite",[274,1617,1618],{},"¥40",[274,1620,1621],{},"15.18",[274,1623,1624],{},"TPS 最高(86.6)，字节系",[274,1626,1605],{},[256,1628,1629,1634,1636,1638,1641,1644],{},[274,1630,1631],{},[199,1632,1633],{},"GLM",[274,1635,1615],{},[274,1637,1187],{},[274,1639,1640],{},"5.08",[274,1642,1643],{},"代码能力国内顶尖",[274,1645,1605],{},[256,1647,1648,1652,1655,1658,1661,1664],{},[274,1649,1650],{},[199,1651,1633],{},[274,1653,1654],{},"Coding Plan Pro",[274,1656,1657],{},"¥149",[274,1659,1660],{},"8.35",[274,1662,1663],{},"5x Lite 额度，429 更频繁",[274,1665,1605],{},[256,1667,1668,1672,1675,1678,1680,1683],{},[274,1669,1670],{},[199,1671,499],{},[274,1673,1674],{},"无订阅，按量",[274,1676,1677],{},"—",[274,1679,1677],{},[274,1681,1682],{},"百万 Token 输入 1 元",[274,1684,1605],{},[256,1686,1687,1692,1694,1696,1699,1704],{},[274,1688,1689],{},[199,1690,1691],{},"阿里云",[274,1693,1615],{},[274,1695,1618],{},[274,1697,1698],{},"19.80",[274,1700,1701],{},[199,1702,1703],{},"已下线",[274,1705,1677],{},[1126,1707,1708],{},[195,1709,1710,1711,1716,1717],{},"额度倍率数据来自 ",[241,1712,1715],{"href":1713,"rel":1714},"https:\u002F\u002Fgithub.com\u002Fmahonzhan\u002Fawesome-coding-plan",[1259],"awesome-coding-plan","，截至 2026 年 4 月。",[238,1718,1719],{},[241,1720,248],{"href":243,"ariaDescribedBy":1721,"dataFootnoteRef":246,"id":1722},[245],"user-content-fnref-1-5",[227,1724,1726],{"id":1725},"_42-deepseek按量计费无-coding-plan","4.2 DeepSeek（按量计费，无 Coding Plan）",[195,1728,1729,1730,1733,1734],{},"DeepSeek 没有订阅套餐，但其",[199,1731,1732],{},"按量价格极具竞争力","：",[238,1735,1736],{},[241,1737,248],{"href":243,"ariaDescribedBy":1738,"dataFootnoteRef":246,"id":1739},[245],"user-content-fnref-1-6",[372,1741,1742,1745,1748,1751],{},[375,1743,1744],{},"缓存读：¥0.01 \u002F 百万 Token（业界最低）",[375,1746,1747],{},"输入：¥1 \u002F 百万 Token",[375,1749,1750],{},"输出：¥2 \u002F 百万 Token",[375,1752,1753],{},"1 亿 Token 总成本约 ¥9",[195,1755,1756,1733],{},[199,1757,1758],{},"Claude Code 接入配置",[319,1760,1762],{"className":614,"code":1761,"language":616,"meta":246,"style":246},"{\n  \"env\": {\n    \"ANTHROPIC_BASE_URL\": \"https:\u002F\u002Fapi.deepseek.com\u002Fanthropic\",\n    \"ANTHROPIC_AUTH_TOKEN\": \"sk-your-deepseek-key\",\n    \"ANTHROPIC_MODEL\": \"deepseek-reasoner\",\n    \"ANTHROPIC_SMALL_FAST_MODEL\": \"deepseek-chat\"\n  }\n}\n",[326,1763,1764,1768,1780,1799,1818,1836,1852,1856],{"__ignoreMap":246},[525,1765,1766],{"class":527,"line":528},[525,1767,623],{"class":539},[525,1769,1770,1772,1774,1776,1778],{"class":527,"line":546},[525,1771,628],{"class":539},[525,1773,631],{"class":531},[525,1775,634],{"class":539},[525,1777,637],{"class":539},[525,1779,640],{"class":539},[525,1781,1782,1784,1786,1788,1790,1792,1795,1797],{"class":527,"line":559},[525,1783,645],{"class":539},[525,1785,354],{"class":594},[525,1787,634],{"class":539},[525,1789,637],{"class":539},[525,1791,654],{"class":539},[525,1793,1794],{"class":657},"https:\u002F\u002Fapi.deepseek.com\u002Fanthropic",[525,1796,634],{"class":539},[525,1798,663],{"class":539},[525,1800,1801,1803,1805,1807,1809,1811,1814,1816],{"class":527,"line":572},[525,1802,645],{"class":539},[525,1804,459],{"class":594},[525,1806,634],{"class":539},[525,1808,637],{"class":539},[525,1810,654],{"class":539},[525,1812,1813],{"class":657},"sk-your-deepseek-key",[525,1815,634],{"class":539},[525,1817,663],{"class":539},[525,1819,1820,1822,1824,1826,1828,1830,1832,1834],{"class":527,"line":584},[525,1821,645],{"class":539},[525,1823,471],{"class":594},[525,1825,634],{"class":539},[525,1827,637],{"class":539},[525,1829,654],{"class":539},[525,1831,1133],{"class":657},[525,1833,634],{"class":539},[525,1835,663],{"class":539},[525,1837,1838,1840,1842,1844,1846,1848,1850],{"class":527,"line":591},[525,1839,645],{"class":539},[525,1841,484],{"class":594},[525,1843,634],{"class":539},[525,1845,637],{"class":539},[525,1847,654],{"class":539},[525,1849,1137],{"class":657},[525,1851,718],{"class":539},[525,1853,1854],{"class":527,"line":721},[525,1855,724],{"class":539},[525,1857,1858],{"class":527,"line":727},[525,1859,730],{"class":539},[195,1861,1862,1865],{},[199,1863,1864],{},"劣势","：不支持多模态，重度使用下总成本可能超过 Coding Plan。",[227,1867,1869],{"id":1868},"_43-智谱-glm-coding-plan","4.3 智谱 GLM Coding Plan",[195,1871,1872,1873],{},"GLM 的代码能力在国内评测中表现最强，但 429 频率也最高。",[238,1874,1875],{},[241,1876,248],{"href":243,"ariaDescribedBy":1877,"dataFootnoteRef":246,"id":1878},[245],"user-content-fnref-1-7",[319,1880,1882],{"className":614,"code":1881,"language":616,"meta":246,"style":246},"{\n  \"env\": {\n    \"ANTHROPIC_BASE_URL\": \"https:\u002F\u002Fopen.bigmodel.cn\u002Fapi\u002Fanthropic\",\n    \"ANTHROPIC_AUTH_TOKEN\": \"你的GLM API KEY\"\n  }\n}\n",[326,1883,1884,1888,1900,1919,1936,1940],{"__ignoreMap":246},[525,1885,1886],{"class":527,"line":528},[525,1887,623],{"class":539},[525,1889,1890,1892,1894,1896,1898],{"class":527,"line":546},[525,1891,628],{"class":539},[525,1893,631],{"class":531},[525,1895,634],{"class":539},[525,1897,637],{"class":539},[525,1899,640],{"class":539},[525,1901,1902,1904,1906,1908,1910,1912,1915,1917],{"class":527,"line":559},[525,1903,645],{"class":539},[525,1905,354],{"class":594},[525,1907,634],{"class":539},[525,1909,637],{"class":539},[525,1911,654],{"class":539},[525,1913,1914],{"class":657},"https:\u002F\u002Fopen.bigmodel.cn\u002Fapi\u002Fanthropic",[525,1916,634],{"class":539},[525,1918,663],{"class":539},[525,1920,1921,1923,1925,1927,1929,1931,1934],{"class":527,"line":572},[525,1922,645],{"class":539},[525,1924,459],{"class":594},[525,1926,634],{"class":539},[525,1928,637],{"class":539},[525,1930,654],{"class":539},[525,1932,1933],{"class":657},"你的GLM API KEY",[525,1935,718],{"class":539},[525,1937,1938],{"class":527,"line":584},[525,1939,724],{"class":539},[525,1941,1942],{"class":527,"line":591},[525,1943,730],{"class":539},[1126,1945,1946],{},[195,1947,1948,1949,496,1952,1955],{},"GLM 默认自动路由 ",[326,1950,1951],{},"GLM-4.5",[326,1953,1954],{},"GLM-4.5-Air","，无需显式指定模型。",[227,1957,1959],{"id":1958},"_44-minimax-coding-plan-plus","4.4 MiniMax Coding Plan Plus",[195,1961,1962,1963,1966,1967],{},"目前",[199,1964,1965],{},"额度倍率最高","的 Coding Plan（88.65），适合预算敏感型开发者。",[238,1968,1969],{},[241,1970,248],{"href":243,"ariaDescribedBy":1971,"dataFootnoteRef":246,"id":1972},[245],"user-content-fnref-1-8",[319,1974,1976],{"className":614,"code":1975,"language":616,"meta":246,"style":246},"{\n  \"env\": {\n    \"ANTHROPIC_BASE_URL\": \"https:\u002F\u002Fapi.minimax.chat\u002Fanthropic\",\n    \"ANTHROPIC_AUTH_TOKEN\": \"你的MiniMax API KEY\",\n    \"ANTHROPIC_MODEL\": \"minimax-m2.7\"\n  }\n}\n",[326,1977,1978,1982,1994,2013,2032,2049,2053],{"__ignoreMap":246},[525,1979,1980],{"class":527,"line":528},[525,1981,623],{"class":539},[525,1983,1984,1986,1988,1990,1992],{"class":527,"line":546},[525,1985,628],{"class":539},[525,1987,631],{"class":531},[525,1989,634],{"class":539},[525,1991,637],{"class":539},[525,1993,640],{"class":539},[525,1995,1996,1998,2000,2002,2004,2006,2009,2011],{"class":527,"line":559},[525,1997,645],{"class":539},[525,1999,354],{"class":594},[525,2001,634],{"class":539},[525,2003,637],{"class":539},[525,2005,654],{"class":539},[525,2007,2008],{"class":657},"https:\u002F\u002Fapi.minimax.chat\u002Fanthropic",[525,2010,634],{"class":539},[525,2012,663],{"class":539},[525,2014,2015,2017,2019,2021,2023,2025,2028,2030],{"class":527,"line":572},[525,2016,645],{"class":539},[525,2018,459],{"class":594},[525,2020,634],{"class":539},[525,2022,637],{"class":539},[525,2024,654],{"class":539},[525,2026,2027],{"class":657},"你的MiniMax API KEY",[525,2029,634],{"class":539},[525,2031,663],{"class":539},[525,2033,2034,2036,2038,2040,2042,2044,2047],{"class":527,"line":584},[525,2035,645],{"class":539},[525,2037,471],{"class":594},[525,2039,634],{"class":539},[525,2041,637],{"class":539},[525,2043,654],{"class":539},[525,2045,2046],{"class":657},"minimax-m2.7",[525,2048,718],{"class":539},[525,2050,2051],{"class":527,"line":591},[525,2052,724],{"class":539},[525,2054,2055],{"class":527,"line":721},[525,2056,730],{"class":539},[227,2058,2060],{"id":2059},"_45-火山方舟-coding-plan-lite","4.5 火山方舟 Coding Plan Lite",[195,2062,2063,2064],{},"字节跳动旗下，TPS 高达 86.6，响应速度最快。",[238,2065,2066],{},[241,2067,248],{"href":243,"ariaDescribedBy":2068,"dataFootnoteRef":246,"id":2069},[245],"user-content-fnref-1-9",[219,2071],{},[222,2073,2075],{"id":2074},"五coding-plan-选购决策指南","五、Coding Plan 选购决策指南",[227,2077,2079],{"id":2078},"_51-按场景推荐","5.1 按场景推荐",[319,2081,2084],{"className":2082,"code":2083,"language":324},[322],"你的月预算是多少？\n├── ≤¥50\n│   ├── 追求额度倍率 → MiniMax Plus (¥49)\n│   └── 追求代码质量 → GLM Lite (¥49)\n├── ¥50-200\n│   ├── 追求稳定 + 长上下文 → Kimi Allegretto (¥199)\n│   └── 追求代码能力 → GLM Pro (¥149)\n└── 不确定用量 \u002F 低频使用\n    └── DeepSeek 按量（无订阅门槛）\n\n你的核心需求？\n├── 多模态（图像输入）→ Kimi Allegretto \u002F MiniMax Plus\n├── 极致响应速度 → 火山方舟 Lite\n├── 长上下文（>100K）→ Kimi 系列\n└── 最低成本 → DeepSeek 按量\n",[326,2085,2083],{"__ignoreMap":246},[227,2087,2089],{"id":2088},"_52-额度管理技巧","5.2 额度管理技巧",[195,2091,2092,1733],{},[199,2093,2094],{},"监控剩余额度",[195,2096,2097],{},"各平台通常在控制台提供额度使用统计。建议每周检查一次，避免在关键任务中突然耗尽。",[195,2099,2100,1733],{},[199,2101,2102],{},"避免 429 的实用技巧",[1250,2104,2105,2111,2117,2123],{},[375,2106,2107,2110],{},[199,2108,2109],{},"降低并发","：Claude Code 默认会并行执行多个操作，可在设置中限制并发数",[375,2112,2113,2116],{},[199,2114,2115],{},"错峰使用","：国内工作日上午 10-12 点、下午 2-4 点是使用高峰",[375,2118,2119,2122],{},[199,2120,2121],{},"本地缓存","：对重复查询的结果自行缓存，减少 API 调用",[375,2124,2125,2128,2129],{},[199,2126,2127],{},"分级使用","：复杂任务用主模型，简单查询用 ",[326,2130,484],{},[219,2132],{},[222,2134,2136],{"id":2135},"六进阶多模型协同与智能路由","六、进阶：多模型协同与智能路由",[227,2138,2140],{"id":2139},"_61-claude-code-router一键切换多模型","6.1 claude-code-router：一键切换多模型",[195,2142,2143,2146,2147],{},[326,2144,2145],{},"claude-code-router","（CCR）是一个开源工具，提供更优雅的模型切换体验：",[238,2148,2149],{},[241,2150,756],{"href":753,"ariaDescribedBy":2151,"dataFootnoteRef":246,"id":2152},[245],"user-content-fnref-4-2",[319,2154,2156],{"className":519,"code":2155,"language":521,"meta":246,"style":246},"# 安装\nnpm install -g claude-code-router\n\n# 配置多个模型\nccr config add kimi \\\n  --base-url https:\u002F\u002Fapi.moonshot.cn\u002Fanthropic \\\n  --api-key sk-your-key \\\n  --model kimi-k2-turbo-preview\n\nccr config add deepseek \\\n  --base-url https:\u002F\u002Fapi.deepseek.com\u002Fanthropic \\\n  --api-key sk-your-key \\\n  --model deepseek-reasoner\n\n# 启动时指定模型\nccr code --model kimi\nccr code --model deepseek\n",[326,2157,2158,2163,2177,2181,2186,2203,2213,2223,2231,2235,2248,2257,2265,2272,2276,2281,2294],{"__ignoreMap":246},[525,2159,2160],{"class":527,"line":528},[525,2161,2162],{"class":598},"# 安装\n",[525,2164,2165,2168,2171,2174],{"class":527,"line":546},[525,2166,2167],{"class":594},"npm",[525,2169,2170],{"class":657}," install",[525,2172,2173],{"class":657}," -g",[525,2175,2176],{"class":657}," claude-code-router\n",[525,2178,2179],{"class":527,"line":559},[525,2180,588],{"emptyLinePlaceholder":587},[525,2182,2183],{"class":527,"line":572},[525,2184,2185],{"class":598},"# 配置多个模型\n",[525,2187,2188,2191,2194,2197,2200],{"class":527,"line":584},[525,2189,2190],{"class":594},"ccr",[525,2192,2193],{"class":657}," config",[525,2195,2196],{"class":657}," add",[525,2198,2199],{"class":657}," kimi",[525,2201,2202],{"class":535}," \\\n",[525,2204,2205,2208,2211],{"class":527,"line":591},[525,2206,2207],{"class":657},"  --base-url",[525,2209,2210],{"class":657}," https:\u002F\u002Fapi.moonshot.cn\u002Fanthropic",[525,2212,2202],{"class":535},[525,2214,2215,2218,2221],{"class":527,"line":721},[525,2216,2217],{"class":657},"  --api-key",[525,2219,2220],{"class":657}," sk-your-key",[525,2222,2202],{"class":535},[525,2224,2225,2228],{"class":527,"line":727},[525,2226,2227],{"class":657},"  --model",[525,2229,2230],{"class":657}," kimi-k2-turbo-preview\n",[525,2232,2233],{"class":527,"line":828},[525,2234,588],{"emptyLinePlaceholder":587},[525,2236,2237,2239,2241,2243,2246],{"class":527,"line":840},[525,2238,2190],{"class":594},[525,2240,2193],{"class":657},[525,2242,2196],{"class":657},[525,2244,2245],{"class":657}," deepseek",[525,2247,2202],{"class":535},[525,2249,2250,2252,2255],{"class":527,"line":953},[525,2251,2207],{"class":657},[525,2253,2254],{"class":657}," https:\u002F\u002Fapi.deepseek.com\u002Fanthropic",[525,2256,2202],{"class":535},[525,2258,2259,2261,2263],{"class":527,"line":965},[525,2260,2217],{"class":657},[525,2262,2220],{"class":657},[525,2264,2202],{"class":535},[525,2266,2267,2269],{"class":527,"line":970},[525,2268,2227],{"class":657},[525,2270,2271],{"class":657}," deepseek-reasoner\n",[525,2273,2274],{"class":527,"line":975},[525,2275,588],{"emptyLinePlaceholder":587},[525,2277,2278],{"class":527,"line":980},[525,2279,2280],{"class":598},"# 启动时指定模型\n",[525,2282,2283,2285,2288,2291],{"class":527,"line":990},[525,2284,2190],{"class":594},[525,2286,2287],{"class":657}," code",[525,2289,2290],{"class":657}," --model",[525,2292,2293],{"class":657}," kimi\n",[525,2295,2296,2298,2300,2302],{"class":527,"line":1003},[525,2297,2190],{"class":594},[525,2299,2287],{"class":657},[525,2301,2290],{"class":657},[525,2303,2304],{"class":657}," deepseek\n",[227,2306,2308],{"id":2307},"_62-多模型共识让多个模型交叉验证","6.2 多模型共识：让多个模型交叉验证",[195,2310,2311,2312],{},"对于关键架构决策，可以让多个模型独立给出方案后对比：",[238,2313,2314],{},[241,2315,2319],{"href":2316,"ariaDescribedBy":2317,"dataFootnoteRef":246,"id":2318},"#user-content-fn-5",[245],"user-content-fnref-5","5",[319,2321,2323],{"className":519,"code":2322,"language":521,"meta":246,"style":246},"# 使用 Claude Code + Kimi 做第一轮设计\ncc-kimi\n# \"设计一个支持 10万 QPS 的订单系统架构\"\n\n# 保存方案后，切换到 DeepSeek 做第二轮验证\ncc-deepseek\n# \"请审查以下架构方案，找出潜在瓶颈和遗漏点：[粘贴第一轮方案]\"\n",[326,2324,2325,2330,2335,2340,2344,2349,2354],{"__ignoreMap":246},[525,2326,2327],{"class":527,"line":528},[525,2328,2329],{"class":598},"# 使用 Claude Code + Kimi 做第一轮设计\n",[525,2331,2332],{"class":527,"line":546},[525,2333,2334],{"class":594},"cc-kimi\n",[525,2336,2337],{"class":527,"line":559},[525,2338,2339],{"class":598},"# \"设计一个支持 10万 QPS 的订单系统架构\"\n",[525,2341,2342],{"class":527,"line":572},[525,2343,588],{"emptyLinePlaceholder":587},[525,2345,2346],{"class":527,"line":584},[525,2347,2348],{"class":598},"# 保存方案后，切换到 DeepSeek 做第二轮验证\n",[525,2350,2351],{"class":527,"line":591},[525,2352,2353],{"class":594},"cc-deepseek\n",[525,2355,2356],{"class":527,"line":721},[525,2357,2358],{"class":598},"# \"请审查以下架构方案，找出潜在瓶颈和遗漏点：[粘贴第一轮方案]\"\n",[227,2360,2362],{"id":2361},"_63-任务分流策略","6.3 任务分流策略",[250,2364,2365,2378],{},[253,2366,2367],{},[256,2368,2369,2372,2375],{},[259,2370,2371],{},"任务类型",[259,2373,2374],{},"推荐模型",[259,2376,2377],{},"理由",[269,2379,2380,2391,2402,2413,2424],{},[256,2381,2382,2385,2388],{},[274,2383,2384],{},"复杂架构设计",[274,2386,2387],{},"Claude Opus \u002F Kimi K2.5",[274,2389,2390],{},"推理能力强",[256,2392,2393,2396,2399],{},[274,2394,2395],{},"日常编码",[274,2397,2398],{},"Kimi \u002F GLM",[274,2400,2401],{},"速度快、成本低",[256,2403,2404,2407,2410],{},[274,2405,2406],{},"代码审查",[274,2408,2409],{},"DeepSeek Reasoner",[274,2411,2412],{},"逻辑分析细致",[256,2414,2415,2418,2421],{},[274,2416,2417],{},"单元测试生成",[274,2419,2420],{},"MiniMax \u002F Qwen",[274,2422,2423],{},"代码生成质量高",[256,2425,2426,2429,2431],{},[274,2427,2428],{},"文档编写",[274,2430,495],{},[274,2432,2433],{},"长上下文优势",[219,2435],{},[222,2437,2439],{"id":2438},"七避坑指南","七、避坑指南",[227,2441,2443],{"id":2442},"_71-常见配置错误","7.1 常见配置错误",[250,2445,2446,2458],{},[253,2447,2448],{},[256,2449,2450,2453,2455],{},[259,2451,2452],{},"错误",[259,2454,1504],{},[259,2456,2457],{},"修复",[269,2459,2460,2478,2489,2500],{},[256,2461,2462,2470,2473],{},[274,2463,2464,2466,2467],{},[326,2465,354],{}," 末尾加 ",[326,2468,2469],{},"\u002F",[274,2471,2472],{},"404 错误",[274,2474,2475,2476],{},"去掉末尾斜杠，如 ",[326,2477,658],{},[256,2479,2480,2483,2486],{},[274,2481,2482],{},"使用网页版 API Key",[274,2484,2485],{},"认证失败",[274,2487,2488],{},"必须使用开放平台申请的 API Key",[256,2490,2491,2494,2497],{},[274,2492,2493],{},"模型名称拼写错误",[274,2495,2496],{},"模型不可用",[274,2498,2499],{},"复制官方文档中的 exact model name",[256,2501,2502,2508,2511],{},[274,2503,2504,2507],{},[326,2505,2506],{},"settings.json"," 语法错误",[274,2509,2510],{},"Claude Code 启动失败",[274,2512,2513,2514,2517],{},"用 ",[326,2515,2516],{},"jq . ~\u002F.claude\u002Fsettings.json"," 验证 JSON",[227,2519,2521],{"id":2520},"_72-订阅陷阱","7.2 订阅陷阱",[372,2523,2524,2530,2536],{},[375,2525,2526,2529],{},[199,2527,2528],{},"自动续费","：部分平台默认开启，记得在不需要时关闭",[375,2531,2532,2535],{},[199,2533,2534],{},"额度清零规则","：确认未用完额度是否结转（多数平台不结转）",[375,2537,2538,2541],{},[199,2539,2540],{},"团队版限制","：检查是否允许多设备同时登录",[227,2543,2545],{"id":2544},"_73-网络问题","7.3 网络问题",[319,2547,2549],{"className":519,"code":2548,"language":521,"meta":246,"style":246},"# 测试 API 连通性\ncurl -s -o \u002Fdev\u002Fnull -w \"%{http_code}\" \\\n  https:\u002F\u002Fapi.moonshot.cn\u002Fanthropic\u002Fv1\u002Fmodels \\\n  -H \"Authorization: Bearer sk-your-key\"\n\n# 预期返回 200\n",[326,2550,2551,2556,2582,2589,2601,2605],{"__ignoreMap":246},[525,2552,2553],{"class":527,"line":528},[525,2554,2555],{"class":598},"# 测试 API 连通性\n",[525,2557,2558,2561,2564,2567,2570,2573,2575,2578,2580],{"class":527,"line":546},[525,2559,2560],{"class":594},"curl",[525,2562,2563],{"class":657}," -s",[525,2565,2566],{"class":657}," -o",[525,2568,2569],{"class":657}," \u002Fdev\u002Fnull",[525,2571,2572],{"class":657}," -w",[525,2574,654],{"class":539},[525,2576,2577],{"class":657},"%{http_code}",[525,2579,634],{"class":539},[525,2581,2202],{"class":535},[525,2583,2584,2587],{"class":527,"line":559},[525,2585,2586],{"class":657},"  https:\u002F\u002Fapi.moonshot.cn\u002Fanthropic\u002Fv1\u002Fmodels",[525,2588,2202],{"class":535},[525,2590,2591,2594,2596,2599],{"class":527,"line":572},[525,2592,2593],{"class":657},"  -H",[525,2595,654],{"class":539},[525,2597,2598],{"class":657},"Authorization: Bearer sk-your-key",[525,2600,718],{"class":539},[525,2602,2603],{"class":527,"line":584},[525,2604,588],{"emptyLinePlaceholder":587},[525,2606,2607],{"class":527,"line":591},[525,2608,2609],{"class":598},"# 预期返回 200\n",[195,2611,2612],{},"若返回非 200，检查：",[1250,2614,2615,2618,2621],{},[375,2616,2617],{},"API Key 是否正确（是否有多余空格）",[375,2619,2620],{},"本地网络是否需要代理",[375,2622,2623],{},"防火墙是否拦截了该域名",[219,2625],{},[222,2627,2629],{"id":2628},"八总结","八、总结",[195,2631,2632],{},"Coding Plan 让 Claude Code 从\"Anthropic 独占\"变成了\"模型中立平台\"。通过简单的环境变量配置，你可以：",[372,2634,2635,2640,2645,2650],{},[375,2636,2513,2637,2639],{},[199,2638,495],{}," 的长上下文处理大型代码库",[375,2641,2513,2642,2644],{},[199,2643,499],{}," 的低成本做日常开发",[375,2646,2513,2647,2649],{},[199,2648,1633],{}," 的强代码能力做复杂重构",[375,2651,2652],{},"根据任务灵活切换，不再被单一模型绑定",[250,2654,2655,2670],{},[253,2656,2657],{},[256,2658,2659,2662,2664,2667],{},[259,2660,2661],{},"方案",[259,2663,1167],{},[259,2665,2666],{},"最佳场景",[259,2668,2669],{},"推荐度",[269,2671,2672,2687,2702,2716,2732],{},[256,2673,2674,2679,2681,2684],{},[274,2675,2676],{},[199,2677,2678],{},"Kimi Allegretto",[274,2680,1206],{},[274,2682,2683],{},"长上下文、日常开发主力",[274,2685,2686],{},"★★★★★",[256,2688,2689,2694,2696,2699],{},[274,2690,2691],{},[199,2692,2693],{},"MiniMax Plus",[274,2695,1187],{},[274,2697,2698],{},"预算敏感、高额度需求",[274,2700,2701],{},"★★★★☆",[256,2703,2704,2709,2711,2714],{},[274,2705,2706],{},[199,2707,2708],{},"GLM Pro",[274,2710,1657],{},[274,2712,2713],{},"追求代码质量",[274,2715,2701],{},[256,2717,2718,2723,2726,2729],{},[274,2719,2720],{},[199,2721,2722],{},"DeepSeek 按量",[274,2724,2725],{},"不定",[274,2727,2728],{},"低频使用、实验项目",[274,2730,2731],{},"★★★☆☆",[256,2733,2734,2739,2742,2745],{},[274,2735,2736],{},[199,2737,2738],{},"Claude Pro",[274,2740,2741],{},"$20",[274,2743,2744],{},"复杂推理、官方支持",[274,2746,2701],{},[195,2748,2749,2750,2753],{},"最终建议：",[199,2751,2752],{},"以 Kimi Allegretto 为主力，DeepSeek 按量为备用","，既能享受 Coding Plan 的稳定性，又能在额度耗尽时不中断工作。",[219,2755],{},[222,2757,2758],{"id":2758},"参考来源",[2760,2761,2764,2769],"section",{"className":2762,"dataFootnotes":246},[2763],"footnotes",[222,2765,2768],{"className":2766,"id":245},[2767],"sr-only","Footnotes",[1250,2770,2771,2846,2860,2881,2902],{},[375,2772,2774,2777,2778,2785,2786,2785,2793,2785,2800,2785,2807,2785,2814,2785,2822,2785,2830,2785,2838],{"id":2773},"user-content-fn-1",[241,2775,1715],{"href":1713,"rel":2776},[1259]," — 国内 Coding Plan 额度、倍率、定价对比汇总 ",[241,2779,2784],{"href":2780,"ariaLabel":2781,"className":2782,"dataFootnoteBackref":246},"#user-content-fnref-1","Back to reference 1",[2783],"data-footnote-backref","↩"," ",[241,2787,2784,2791],{"href":2788,"ariaLabel":2789,"className":2790,"dataFootnoteBackref":246},"#user-content-fnref-1-2","Back to reference 1-2",[2783],[238,2792,367],{},[241,2794,2784,2798],{"href":2795,"ariaLabel":2796,"className":2797,"dataFootnoteBackref":246},"#user-content-fnref-1-3","Back to reference 1-3",[2783],[238,2799,423],{},[241,2801,2784,2805],{"href":2802,"ariaLabel":2803,"className":2804,"dataFootnoteBackref":246},"#user-content-fnref-1-4","Back to reference 1-4",[2783],[238,2806,756],{},[241,2808,2784,2812],{"href":2809,"ariaLabel":2810,"className":2811,"dataFootnoteBackref":246},"#user-content-fnref-1-5","Back to reference 1-5",[2783],[238,2813,2319],{},[241,2815,2784,2819],{"href":2816,"ariaLabel":2817,"className":2818,"dataFootnoteBackref":246},"#user-content-fnref-1-6","Back to reference 1-6",[2783],[238,2820,2821],{},"6",[241,2823,2784,2827],{"href":2824,"ariaLabel":2825,"className":2826,"dataFootnoteBackref":246},"#user-content-fnref-1-7","Back to reference 1-7",[2783],[238,2828,2829],{},"7",[241,2831,2784,2835],{"href":2832,"ariaLabel":2833,"className":2834,"dataFootnoteBackref":246},"#user-content-fnref-1-8","Back to reference 1-8",[2783],[238,2836,2837],{},"8",[241,2839,2784,2843],{"href":2840,"ariaLabel":2841,"className":2842,"dataFootnoteBackref":246},"#user-content-fnref-1-9","Back to reference 1-9",[2783],[238,2844,2845],{},"9",[375,2847,2849,2854,2855],{"id":2848},"user-content-fn-2",[241,2850,2853],{"href":2851,"rel":2852},"https:\u002F\u002Frokcso.com\u002Fp\u002Fusing-custom-models-in-claude-code\u002F",[1259],"在 Claude Code 中使用自定义模型服务"," — Claude Code 环境变量配置原理与实践 ",[241,2856,2784],{"href":2857,"ariaLabel":2858,"className":2859,"dataFootnoteBackref":246},"#user-content-fnref-2","Back to reference 2",[2783],[375,2861,2863,2868,2869,2785,2874],{"id":2862},"user-content-fn-3",[241,2864,2867],{"href":2865,"rel":2866},"https:\u002F\u002Fjuejin.cn\u002Fpost\u002F7543530064106602547",[1259],"Claude Code 接入四大国产编程模型全指南"," — Kimi、DeepSeek、GLM、Qwen 详细接入步骤 ",[241,2870,2784],{"href":2871,"ariaLabel":2872,"className":2873,"dataFootnoteBackref":246},"#user-content-fnref-3","Back to reference 3",[2783],[241,2875,2784,2879],{"href":2876,"ariaLabel":2877,"className":2878,"dataFootnoteBackref":246},"#user-content-fnref-3-2","Back to reference 3-2",[2783],[238,2880,367],{},[375,2882,2884,2889,2890,2785,2895],{"id":2883},"user-content-fn-4",[241,2885,2888],{"href":2886,"rel":2887},"https:\u002F\u002Fcloud.tencent.com\u002Fdeveloper\u002Farticle\u002F2659150",[1259],"Claude Code 支持多个大模型配置指南"," — CCM、CCR 一键切换工具介绍 ",[241,2891,2784],{"href":2892,"ariaLabel":2893,"className":2894,"dataFootnoteBackref":246},"#user-content-fnref-4","Back to reference 4",[2783],[241,2896,2784,2900],{"href":2897,"ariaLabel":2898,"className":2899,"dataFootnoteBackref":246},"#user-content-fnref-4-2","Back to reference 4-2",[2783],[238,2901,367],{},[375,2903,2905,2910,2911],{"id":2904},"user-content-fn-5",[241,2906,2909],{"href":2907,"rel":2908},"https:\u002F\u002Fblog.deepai.wiki\u002Fposts\u002Fmulti-model-consensus\u002F",[1259],"多模型共识：让 Claude Code 调用 DeepSeek、通义千问、KIMI"," — 多模型配置与交叉验证方法 ",[241,2912,2784],{"href":2913,"ariaLabel":2914,"className":2915,"dataFootnoteBackref":246},"#user-content-fnref-5","Back to reference 5",[2783],[2917,2918,2919],"style",{},"html pre.shiki code .spNyl, html code.shiki .spNyl{--shiki-light:#9C3EDA;--shiki-default:#C792EA;--shiki-dark:#C792EA}html pre.shiki code .sTEyZ, html code.shiki .sTEyZ{--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8}html pre.shiki code .sMK4o, html code.shiki .sMK4o{--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF}html pre.shiki code .sBMFI, html code.shiki .sBMFI{--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B}html pre.shiki code .sHwdD, html code.shiki .sHwdD{--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#546E7A;--shiki-default-font-style:italic;--shiki-dark:#676E95;--shiki-dark-font-style:italic}html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: 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