松鼠窩五班用量 Dashboard

統計自 2026-08-11 起 · 更新於 2026-08-17 12:19:49 · 每 30 分鐘自動重整

今天用多少2026-08-17 進行中,數字只到現在為止

今日總 token
468,185,056
昨日同時段 41,600,914(同日截至 12:15 的完整 5 分鐘區間) ▲ 1025% vs 昨日同時段
輸入 3,998,717/快取讀 458,847,573/快取寫 3,883,699/輸出 1,455,067
今日快取命中率
98.3%
昨日同時段 95.3% · 沒吃到快取的輸入 7,882,416
今日呼叫
1,972
次 API 呼叫 ▲ 1215% vs 昨日同時段
昨日同時段 150 次(同日截至 12:15 的完整 5 分鐘區間)

各班用多少統計自 2026-08-11 起累計

CC 工班(Claude Code)claude-fable-5/claude-opus-4-6/claude-opus-4-8/claude-opus-5
3,215,843,439
總 token · 呼叫 7,795 次
快取命中率 98.6% (輸入 82,128/快取讀 3,166,463,732/快取寫 44,156,730/輸出 5,140,849)
PF 工班(Pi × V4 Flash)deepseek-v4-flash/deepseek-v4-flash-0731/deepseek-v4-pro/gpt-5.6-sol/k3
334,752,936
總 token · 呼叫 3,079 次
快取命中率 97.9% (輸入 7,002,363/快取讀 324,715,633/快取寫 0/輸出 3,034,940)
PP 工班(Pi × V4 Pro)deepseek-v4-pro/deepseek-v4-pro-0813
94,243,899
總 token · 呼叫 1,008 次
快取命中率 97.4% (輸入 2,382,710/快取讀 90,988,032/快取寫 0/輸出 873,157)
PG 工班(Pi × GPT-5.6 sol)gpt-5.6-sol
205,191,769
總 token · 呼叫 1,155 次
快取命中率 96.5% (輸入 7,139,395/快取讀 197,450,752/快取寫 0/輸出 601,622)
DSH 工班(DeepSeek Harness)deepseek-v4-pro
214,913,686
總 token · 呼叫 1,052 次
快取命中率 99.0% (輸入 2,124,053/快取讀 212,129,920/快取寫 0/輸出 659,713)

每日走勢

每日用量走勢 深藍=總 token、金色=沒吃到快取的輸入;空心點=今天(進行中) 總 token全價輸入今天(進行中) 232.6M465.2M697.8M930.4M 930.4M526.4M460.2M784.1M453.0M442.6M468.2M * 6.5M10.7M7.1M12.9M10.9M6.8M7.9M * 08-1108-1208-1308-1408-1508-1608-17

想看細節就點開

各模型用多少
模型:總量 vs 全價輸入 上排總 token 佔比、下排沒吃到快取的輸入佔比;同一家族不同版本分開列,跨班用量自動加總 40.2%38.0%7.1%總 token 33.5%35.7%11.4%全價輸入 Opus 5Fable 5DS V4 ProDS V4 FlashGPT-5.6 solDS Flash-0731Opus 4.8DS Pro-0813Opus 4.6Kimi K3
模型班別呼叫輸入 快取讀快取寫輸出 總 token命中率
claude-opus-5CC4,21634,1041,609,237,73421,049,8802,824,4361,633,146,15498.7%
claude-fable-5CC3,48747,8651,519,469,32222,402,3232,241,0891,544,160,59998.5%
deepseek-v4-proDSH、PF、PP1,8073,459,138285,503,36001,230,115290,192,61398.8%
deepseek-v4-flashPF2,1913,791,532258,173,31202,050,106264,014,95098.6%
gpt-5.6-solPF、PG1,1587,174,699197,450,7520602,906205,228,35796.5%
deepseek-v4-flash-0731PF8743,141,66866,435,0720972,41670,549,15695.5%
claude-opus-4-8CC6112035,551,275621,20642,08936,214,69098.3%
deepseek-v4-pro-0813PP2571,059,53517,657,8560309,56719,026,95894.3%
claude-opus-4-6CC31392,205,40183,32133,2352,321,99696.4%
k3PF721,94963,98504,32290,25674.5%
合計14,08918,730,6493,991,748,06944,156,73010,310,2814,064,945,72998.4%
哪一班快取效率差
總量 vs 全價輸入 上排是總 token 佔比、下排是沒吃到快取的輸入佔比;下排比上排胖,代表那一班快取一直重建 79.1%8.2%總 token 70.3%11.1%11.4%全價輸入 CCPFPPPGDSH
哪一隻用最多
各角色用量排行(前 10) 總 token;名字前面是班別——同名角色在五個班都有,看班別才知道是哪一隻 CC · 胖黑松工頭1.58BCC · 松鼠窩管家1.31BCC · 地圖松319.0MPG · 松鼠窩管家171.7MDSH · 松鼠窩管家145.4MPF · 松鼠窩管家115.4MPF · 決策建議松82.5MPF · 胖黑松工頭64.8MPP · 胖黑松工頭50.3MPF · 可愛小爬蟲48.5M
各角色逐一明細
角色模型呼叫輸入 快取讀快取寫輸出 總 token命中率
CC 工班(Claude Code)
胖黑松工頭claude-fable-53,47747,8451,519,230,01722,280,9012,236,6461,543,795,40998.6%
松鼠窩管家claude-opus-53,26332,3011,296,024,54215,830,9492,221,9371,314,109,72998.8%
地圖松claude-opus-59531,803313,213,1925,218,931602,499319,036,42598.4%
胖黑松工頭claude-opus-4-86112035,551,275621,20642,08936,214,69098.3%
胖黑松工頭claude-opus-4-631392,205,40183,32133,2352,321,99696.4%
松鼠窩管家claude-fable-5918239,30596,7034,439340,46571.2%
tmpclaude-fable-512024,719424,7250.0%
小計7,79582,1283,166,463,73244,156,7305,140,8493,215,843,43998.6%
PF 工班(Pi × V4 Flash)
松鼠窩管家deepseek-v4-flash857711,813107,447,2960469,518108,628,62799.3%
決策建議松deepseek-v4-flash460969,46366,106,6240756,87067,832,95798.6%
胖黑松工頭deepseek-v4-flash393853,12348,164,8640417,27149,435,25898.3%
可愛小爬蟲deepseek-v4-flash336990,04627,035,7760229,57128,255,39396.5%
可愛小爬蟲deepseek-v4-flash-0731213621,89319,361,7920235,16620,218,85196.9%
胖黑松工頭deepseek-v4-flash-0731167585,67314,620,6720148,31715,354,66296.1%
決策建議松deepseek-v4-flash-0731171719,01213,599,7440319,00514,637,76195.0%
地圖松deepseek-v4-flash145267,0879,418,7520176,8769,862,71597.2%
地圖松deepseek-v4-flash-0731155579,9509,138,1760139,7589,857,88494.0%
松鼠窩管家deepseek-v4-flash-0731119485,2366,040,576085,1376,610,94992.6%
網頁松deepseek-v4-flash-073149149,9043,674,112045,0333,869,04996.1%
松鼠窩管家k3721,94963,98504,32290,25674.5%
松鼠窩管家deepseek-v4-pro411,91043,26406,81261,98678.4%
松鼠窩管家gpt-5.6-sol335,304001,28436,5880.0%
小計3,0797,002,363324,715,63303,034,940334,752,93697.9%
PP 工班(Pi × V4 Pro)
松鼠窩管家deepseek-v4-pro357369,24035,006,4640220,36235,596,06699.0%
胖黑松工頭deepseek-v4-pro309790,00834,337,2800288,41335,415,70197.8%
胖黑松工頭deepseek-v4-pro-0813149686,99114,098,4320147,63614,933,05995.4%
地圖松deepseek-v4-pro72104,3433,825,920046,9693,977,23297.3%
松鼠窩管家deepseek-v4-pro-081357172,3651,333,248074,6421,580,25588.6%
地圖松deepseek-v4-pro-081323106,5741,155,072052,7791,314,42591.6%
網頁松deepseek-v4-pro-08132792,6201,071,104034,3961,198,12092.0%
可愛小爬蟲deepseek-v4-pro1137,279153,85606,653197,78880.5%
決策建議松deepseek-v4-pro222,3056,65601,19330,15423.0%
可愛小爬蟲deepseek-v4-pro-08131985001141,0990.0%
小計1,0082,382,71090,988,0320873,15794,243,89997.4%
PG 工班(Pi × GPT-5.6 sol)
松鼠窩管家gpt-5.6-sol8684,982,276166,340,0960400,256171,722,62897.1%
胖黑松工頭gpt-5.6-sol2331,887,13527,735,4240186,93129,809,49093.6%
地圖松gpt-5.6-sol53259,0813,372,672014,4273,646,18092.9%
旅遊松gpt-5.6-sol110,9032,5600813,47119.0%
小計1,1557,139,395197,450,7520601,622205,191,76996.5%
DSH 工班(DeepSeek Harness)
松鼠窩管家deepseek-v4-pro457694,035144,498,1760218,685145,410,89699.5%
DSHdeepseek-v4-pro199603,46337,359,7440123,54138,086,74898.4%
胖黑松工頭deepseek-v4-pro252525,20525,677,5680141,44426,344,21798.0%
決策建議松deepseek-v4-pro4477,5862,127,232061,5122,266,33096.5%
網頁松deepseek-v4-pro6793,2781,555,200042,0271,690,50594.3%
可愛小爬蟲deepseek-v4-pro33130,486912,000072,5041,114,99087.5%
小計1,0522,124,053212,129,9200659,713214,913,68699.0%
每日逐天明細
日期CCPFPP PGDSH總 token 全價輸入呼叫命中率
2026-08-11812,235,018118,214,907000930,449,9256,525,6073,03199.3%
2026-08-12459,140,10165,288,6911,979,32400526,408,11610,684,9771,97698.0%
2026-08-13323,639,81064,802,05565,447,0046,261,3280460,150,1977,102,0362,05598.5%
2026-08-14723,306,70739,053,9823,817,27717,960,4050784,138,37112,899,0662,06898.4%
2026-08-15331,465,48429,641,8057,816,23584,093,8750453,017,39910,948,5201,59497.6%
2026-08-16287,143,3782,467,0032,359,68462,560,72288,065,878442,596,6656,844,7571,39398.5%
2026-08-17 進行中278,912,94115,284,49312,824,37534,315,439126,847,808468,185,0567,882,4161,97298.3%
合計3,215,843,439334,752,93694,243,899205,191,769214,913,6864,064,945,72962,887,37914,08998.4%
完整日日均(6 天,不含進行中的今天)535,973,90655,792,15615,707,31634,198,62835,818,947677,490,95410,481,2292,348
這張表怎麼看
  • 2026-08-17 老大裁示停用計費——本看板只統計 token 與快取命中率,不再換算費用。原因:DeepSeek 8/16 起改成尖峰/離峰兩段計價,牌價每天浮動,硬換算出來的金額只會誤導。
  • 總 token=輸入+快取讀+快取寫+輸出,四項都算。
  • 快取命中率=快取讀 ÷ 全部輸入(輸入+快取讀+快取寫)。比率越高代表越多內容是從快取撈回來,不用重新讀一次。
  • 全價輸入=輸入+快取寫,也就是「沒吃到快取、得從頭讀進去」的部分。這個數字才是真正的負擔;命中率高但全價輸入也高,通常是一直開新 session、快取一直重建。
  • 各模型用多少=同一模型跨班加總;版本不同(例如 V4 Flash 與 Flash-0731)分開列,避免把新舊版混為一談。
  • 今日漲跌是跟「昨日同一時段」比(完整 5 分鐘桶),不是跟昨日全日比。
  • 資料直接讀各 harness 自己的對話記錄檔,不是另外埋點統計,所以不會漏記,但也只涵蓋有留下記錄的呼叫。