美国亚马逊运动服饰榜单追踪 Amazon US Best Sellers · Top 100

深度分析

2026-11-05 · 共 16 个分析，16 个已激活 （数据够天数后自动上线，由每日自我改进循环接管）

选择日期： 11-0511-0411-0311-0211-0110-3110-3010-2910-2810-2710-2610-2510-2410-23
类目集中度 22 天价格与排名关系 22 天评分格局 22 天标题与卖点情报 22 天类目热度指数 22 天评论增速（销量代理） 22 天异常检测 22 天品牌攻防 22 天价格带迁移 22 天机会缺口 22 天排名动量 22 天预测与自校验 22 天listing 运营因子 22 天定价心理 22 天类目货架结构 22 天销量估算模型（自校准） 22 天

结构面

类目集中度CR4/CR10/HHI：这个类目是几个大牌说了算，还是散兵游勇

Competitive Swimwear
854
CR4 49% · 样本 100
Tennis Clothing
454
CR4 33% · 样本 100
Dance Apparel
442
CR4 30% · 样本 100
Martial Arts Clothing
418
CR4 33% · 样本 100
集中度差异在已识别品牌的商品中，Competitive Swimwear 最集中（HHI 854，前 4 名品牌占 49%，样本 100 个）；Ski Clothing 最分散（HHI 172，样本 100 个）。集中度高 = 新玩家难切，分散 = 长尾机会多。
口径与样本集中度只统计**已采集到品牌**的排名位（各类目平均覆盖 100%），未采集到品牌的位置不参与计算——否则等于凭空造出一个占最大份额的「未知品牌」，HHI 会虚高。详情层每天按排名补齐，覆盖率会随天数上升。

HHI（越高越集中）

Competitive Swimwear854Tennis Clothing454Dance Apparel442Martial Arts Clothin418Gymnastics Clothing394Golf Clothing392Volleyball Clothing350Yoga Clothing294Soccer & Futsal 290Cycling Clothing272Basketball Clothing262Baseball Clothing248Hiking & Outdoor222Snowboarding Clothin206Running Clothing192Ski Clothing172

各类目集中度（按 HHI 降序，仅计已识别品牌）

分类品牌数CR4CR10HHI样本品牌覆盖
Competitive Swimwear3549%70%854100100%
Tennis Clothing4733%56%454100100%
Dance Apparel5630%48%442100100%
Martial Arts Clothing5333%52%418100100%
Gymnastics Clothing4931%51%394100100%
Golf Clothing5031%53%392100100%
Volleyball Clothing5127%49%350100100%
Yoga Clothing6924%37%294100100%
Soccer & Futsal Clothing5623%43%290100100%
Cycling Clothing6023%42%272100100%
Basketball Clothing6323%40%262100100%
Baseball Clothing6622%39%248100100%
Hiking & Outdoor Recreation Clothing6920%35%222100100%
Snowboarding Clothing7119%33%206100100%
Running Clothing7216%31%192100100%
Ski Clothing7113%26%172100100%

价格与排名关系同一类目里，便宜是不是真的更靠前（Spearman 秩相关 + 十分位价格）

头尾价格对比前 10 名的中位价 $17.99，第 91-100 名 $18.88（头部更便宜）。

按排名分位的价格中位数

第1-10名18第11-20名18第21-30名16第31-40名18第41-50名18第51-60名17第61-70名20第71-80名17第81-90名20第91-100名19

各类目价格-排名秩相关（负=越贵名次越好，正=越便宜名次越好）

分类ρ中位价样本解读
Volleyball Clothing-0.1024.9975关系不明显
Yoga Clothing-0.1019.9977关系不明显
Tennis Clothing-0.0914.9966关系不明显
Martial Arts Clothing+0.0129.9964关系不明显
Running Clothing+0.0114.9977关系不明显
Soccer & Futsal Clothing+0.0222.4971关系不明显
Hiking & Outdoor Recreation Clothing+0.0319.9875关系不明显
Golf Clothing+0.0415.9970关系不明显
Cycling Clothing+0.0513.9975关系不明显
Ski Clothing+0.0514.9987关系不明显
Gymnastics Clothing+0.0714.9997关系不明显
Dance Apparel+0.0913.4983关系不明显
Baseball Clothing+0.1319.9972关系不明显
Snowboarding Clothing+0.1512.9977关系不明显
Basketball Clothing+0.1619.9864关系不明显
Competitive Swimwear+0.1729.9976关系不明显

评分格局哪些商品叫好不叫座，哪些评分一般却排名很高

评分格局 计算失败TypeError: unsupported format string passed to NoneType.__format__

标题与卖点情报从标题里提炼属性词，看什么属性更容易上榜、卖什么价

上榜最多的卖点词袜子（56 个排名位，中位价 $14.99，中位排名 40）、紧身裤（78 个排名位，中位价 $19.98，中位排名 42）、多件装（236 个排名位，中位价 $19.99，中位排名 46）。
低于均价且排名更好的属性袜子、男士、透气/网眼、防晒、速干 —— 这些属性在榜单里更偏「性价比」定位。
能卖更贵且排名更好高个、娇小、紧身裤、多件装、口袋、卫衣 —— 溢价属性，适合做高价款。

标题高频词

workout458athletic451sleeve443shorts385running384long362pants311soft310shirts310men's309pockets303lightweight293casual289winter286yoga268tops256breathable252women's229

属性词表现（按中位排名排序，越低越好）

全站基准：中位价 $17.99，中位排名 50。出现少于 8 次的属性不列出。

属性排名位中位价中位排名平均评分最好名次价格 vs 全站排名 vs 全站
高个1920.4564.451+2.46-44
娇小1733.14304.281+15.15-20
袜子5614.9940.54.551-3.00-10
紧身裤7819.9842.04.451+1.99-8
多件装23619.9946.04.491+2.00-4
口袋32624.9946.04.41+7.00-4
卫衣19925.99464.361+8.00-4
高腰17219.9846.54.41+1.99-4
聚酯纤维1923.00474.4613+5.01-4
压缩7524.00474.482+6.01-4
男士60614.9947.54.51-3.00-3
拉链16425.9948.54.391+8.00-2
透气/网眼27414.9949.04.511-3.00-2
宽松18623.0049.04.371+5.01-2
防晒1119.99494.473-8.00-2
速干35914.99504.481-3.00-0
女士83119.98514.41+1.99+0
保暖/抓绒24419.7752.04.481+1.78+2
弹力/氨纶17317.99534.451+0.00+2
羊毛/美利奴1814.9853.54.531-3.01+3
T恤10014.9953.54.52-3.00+3
儿童/青少年22014.9854.04.61-3.01+4
短裤36617.9854.54.472-0.01+4
纯棉7713.04604.413-4.95+10
无缝3219.9964.54.4213+2.00+14
大码919.98664.34+1.99+16
背心2614.9966.04.429-3.00+16

listing 运营因子视频/A+/图片/变体/尺码/颜色/卖点/上架时间/卖家类型，哪些和排名有关系

详情样本
1039
个不同 ASIN（1600 行去重后）
有视频
19%
196 个
图片中位数
6.0
张
上架天数中位
831.5
可解析 838 个
排名差最大的因子颜色可选数 上差异最明显：颜色多的一组中位排名 41（468 个），颜色少的一组 55（535 个），差 -14 名；中位价 $17.99 vs $17.99。其余依次是 视频 -10、变体数量 -10、尺码可选数 -6。
差异太小，别过度解读8 个能比的因子里，中位排名差最大也只有 14 名，而样本的排名区间横跨 1-100 名。同一个「更便宜」的分组给出相反的排名结果，说明单日数据下这些 2-3 名的差距基本落在噪声里；要下结论得等详情覆盖率上来、并且控制住类目和价格再算。另一头倒是有个符合直觉的：视频 里「有」的一组中位价贵 $1.98、排名靠前 10 名，像是高配撑溢价。
A+ 字段没有采到，本项无结论详情层 1039 个商品的 has_aplus 全是 0 —— 更可能是详情解析没识别出 A+ 模块，而不是「这个榜单上没人做 A+」。所以 A+ 已从对比里剔除，等采集口径修好再算，不能反推 A+ 无效。
样本不足被剔除的因子A+ 页面（0 vs 1003） —— 一组不足 8 个样本，中位数不可靠，已跳过。
这是相关性，不是因果样本是 1039 个已采集详情的商品（对应 1600 个排名位、共 1600 个），只有一个日期，没有对照组也没有时间先后。卖得好的商品更可能去配视频、加图片、开变体 —— 方向更可能是「排名高 → 运营投入多」，不能读成「加个视频就能上榜」。再者这份样本偏头部：有详情的排名位平均第 50 名，没详情的平均第 0 名（详情层按排名从上往下补采），所以结论只对头部商品成立，不能外推到 50 名以后。上架时间可解析 838/1039 个（其余格式不符已跳过），卖家可识别 747/1039 个；字段覆盖率见下表 n 列。

「有/高」一组的商品数（越大越常见）

颜色可选数468视频196变体数量500尺码可选数264上架时间419图片数量106卖点条数74卖家类型78

运营因子「有 vs 无」对比（按排名差升序，负=有该因子更靠前）

样本：1039 个已采集详情的商品（同一 ASIN 跨类目只计一次）。连续型因子按中位数切两半，差值为 0 说明两组位置基本一样。排名差为负 = 「有/高」那一组排名更靠前。

因子分组商品数中位排名中位价平均评分排名差(有-无)
颜色可选数（中位 15）颜色多46841.017.994.46-14
颜色少5355517.994.46—
视频有视频19640.019.974.42-10
无视频8075017.994.47—
变体数量（中位 19）多变体50043.019.984.46-10
少变体5035317.274.45—
尺码可选数（中位 6）尺码多26443.021.004.48-6
尺码少7394916.994.45—
上架时间（中位 831.5）上架久（>中位）4194619.994.47-5
上架新（≤中位）4195115.994.44—
图片数量（中位 6）多图（>中位）10645.016.454.47-2
少图（≤中位）82647.017.994.46—
卖点条数（中位 5）卖点多7447.022.464.42-1
卖点少9294817.994.46—
卖家类型Amazon 自营7847.027.164.47+0
第三方卖家6694716.994.47—

定价心理价格尾数 .99/.95/.49/整数 各占什么位置，折扣力度和评分数量的关系

定价心理 计算失败TypeError: unsupported format string passed to NoneType.__format__

类目货架结构各类目的价格分布、材质与性别构成、视频/图片配置，找货架还空着的类目

Gymnastics Clothing
14.99
中位价 · 视频覆盖 10% · 空白度 100
Dance Apparel
13.49
中位价 · 视频覆盖 12% · 空白度 87
Snowboarding Clothing
12.99
中位价 · 视频覆盖 11% · 空白度 84
Basketball Clothing
19.98
中位价 · 视频覆盖 19% · 空白度 63
货架最空的类目Gymnastics Clothing（空白度 100）：100 个详情样本里只有 10% 带视频，价格带 P25-P75 只跨 $11.99~$17.99（0.40 倍中位价），说明货架主要集中在同一种价位和同一种配置上。同类目还有 Dance Apparel（87）、Snowboarding Clothing（84）。
已经卷起来的类目Soccer & Futsal Clothing（空白度 26）视频覆盖率 30%（100 个详情样本），价格也铺得开 —— 这类目基本要靠内容和价格同时到位才挤得进去，不适合轻装上阵。
A+ 比例这一列现在是废的全部 16 个类目的 A+ 比例都是 0% —— 与 listing 运营因子一致，是详情解析没识别出 A+ 模块，不是真的没人做。这一列暂时不能用来判断货架配置。
口径与局限价格四分位来自榜单层（价格覆盖近 100%），每个类目 100 个排名位，是稳的；材质/视频/图片来自商品详情层，只有 1600/1600 个排名位有详情（各类目 100~100 个，视频比例的分母就这么大，波动会很明显）。材质字段另有覆盖问题，各类目可用材质样本 79~90 个，且是关键字命中不是成分占比。department 平均覆盖 67%，缺失时用标题里的 men/women/kids 兜底，unisex 商品可能被标题误判。空白度 = 视频覆盖率 60% + 价格带宽窄 40% （各自在类目间归一化），是个启发式排序，不是收益预测。

各类目视频覆盖率（%，详情样本内）

Soccer & Futsal 30Volleyball Clothing30Cycling Clothing26Martial Arts Clothin25Hiking & Outdoor22Tennis Clothing22Yoga Clothing22Baseball Clothing21Running Clothing20Basketball Clothing19Golf Clothing17Competitive Swimwear17Ski Clothing15Dance Apparel12Snowboarding Clothin11Gymnastics Clothing10

货架空白度（越高越空）

Gymnastics Clothing100Dance Apparel87Snowboarding Clothin84Basketball Clothing63Competitive Swimwear56Baseball Clothing51Running Clothing49Ski Clothing45Golf Clothing44Hiking & Outdoor40Volleyball Clothing39Martial Arts Clothin38Yoga Clothing38Cycling Clothing33Tennis Clothing26Soccer & Futsal 26

各类目货架配置（按价格中位数升序）

材质/视频/图片的分母是「该类目已采集详情的商品数」（最后一列），不是 100；性别占比的分母是全类目，department 缺失时用标题关键字兜底。

分类P25中位价P75价格跨度 P75-P25纯棉%涤纶%尼龙%弹力%女士%男士%儿童%有视频%平均图片详情样本
Snowboarding Clothing8.9912.9916.998.08.444.66.018.174.017.01.011.05.87100
Dance Apparel9.9913.4916.997.04.447.828.958.935.02.063.012.05.74100
Cycling Clothing9.9913.9919.989.995.177.211.422.851.042.04.026.05.92100
Gymnastics Clothing11.9914.9917.996.09.161.420.568.215.00.085.010.05.56100
Running Clothing11.9914.9923.1911.26.858.021.639.860.035.04.020.06.06100
Ski Clothing9.9914.9926.0916.14.755.33.528.257.032.07.015.05.77100
Tennis Clothing9.9914.9925.5515.567.072.111.625.650.047.01.022.05.82100
Golf Clothing9.9915.9925.8515.867.170.211.921.441.056.01.017.05.88100
Basketball Clothing14.1519.9825.4911.3411.868.29.420.047.045.08.019.06.02100
Hiking & Outdoor Recreation Clothing12.1819.9828.2416.065.869.811.625.655.042.00.022.05.81100
Baseball Clothing11.4919.9924.9913.518.658.117.410.542.046.07.021.05.49100
Yoga Clothing12.319.9929.0616.768.164.020.920.967.030.03.022.05.78100
Soccer & Futsal Clothing13.4922.4927.9914.53.580.29.319.864.031.02.030.05.78100
Volleyball Clothing19.4924.9929.9910.512.982.41.223.587.011.02.030.05.59100
Martial Arts Clothing19.9929.9940.4120.428.072.712.529.556.032.010.025.05.7100
Competitive Swimwear19.9929.9943.423.410.054.546.635.246.035.019.017.05.5100

货架特征一句话（每个类目一行）

空白度高 = 视频覆盖偏低且价格带偏窄，是「货架还没铺满」的相对信号，不等于需求存在。

分类货架特征空白度
Baseball Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（58%）、男士向（46%）。51
Basketball Clothing中价主流、视频覆盖低、价格带窄、材质以涤纶为主（68%）、女士向（47%）。63
Cycling Clothing低价走量、视频中等、价格带中等、材质以涤纶为主（77%）、女士向（51%）。33
Dance Apparel低价走量、视频覆盖低、价格带窄、材质以弹力为主（59%）、儿童向（63%）。87
Golf Clothing中价主流、视频覆盖低、价格带中等、材质以涤纶为主（70%）、男士向（56%）。44
Gymnastics Clothing低价走量、视频覆盖低、价格带窄、材质以弹力为主（68%）、儿童向（85%）。100
Hiking & Outdoor Recreation Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（70%）、女士向（55%）。40
Martial Arts Clothing高价溢价、视频中等、价格带中等、材质以涤纶为主（73%）、女士向（56%）。38
Running Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（58%）、女士向（60%）。49
Ski Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（55%）、女士向（57%）。45
Snowboarding Clothing低价走量、视频覆盖低、价格带中等、材质以涤纶为主（45%）、女士向（74%）。84
Soccer & Futsal Clothing高价溢价、视频中等、价格带中等、材质以涤纶为主（80%）、女士向（64%）。26
Competitive Swimwear高价溢价、视频覆盖低、价格带中等、材质以涤纶为主（54%）、女士向（46%）。56
Tennis Clothing低价走量、视频中等、价格带中等、材质以涤纶为主（72%）、女士向（50%）。26
Volleyball Clothing高价溢价、视频中等、价格带窄、材质以涤纶为主（82%）、女士向（87%）。39
Yoga Clothing中价主流、视频中等、价格带中等、材质以涤纶为主（64%）、女士向（67%）。38

销量估算模型（自校准）不照抄第三方黑箱系数：用亚马逊自己的 "N bought in past month" 反推留评率，再用两种互相独立的估算交叉校验

榜单商品位次
1,600
本日 16 个分类的 Top 100
有销量下界的商品
1,052
占已采集 65.8%
实测留评率
6.86%
每卖出 100 件的评论数（池化估计）
两种估算一致度
1.75
中位比值，越接近 1 越一致
名次与销量的衰减比想象中陡第 1-10 名实测月销下界中位 2,000 件，第 91-100 名只有 600 件，相差 70%。冲进前 10 名的价值主要在这里。
实测留评率上限约 6.86%池化样本：1052 个商品合计评论 +3,123，对应已知月销下界合计 1,364,800 件。换算过来大约每卖出 15 件才有一条评论，高于业界常引用的 1%~5%，也就是评论比想象中「密」。方向要说清楚：亚马逊标注的是销量下界，所以这个留评率是上限、对应的倍数 15 是下限——真实销量只会更高，不会更低。用「评论数 × 100」这种高倍数估销量会把量级压得过低。
两种独立估算的交叉校验1008 个商品同时有 A/B 两个估算，评论法与排名法的中位比值 1.75（1.00 表示完全一致）；两者大致吻合，说明模型可用。
这个模型不能当事实用亚马逊只给分桶下界（如「1K+」），名次段曲线来自几百个已采集样本，留评率用池化估计掩盖了品类差异。它适合横向比大小、找机会款，不适合写进合同或当成精确销量。

各名次段实测月销量下界（中位）

1-102,00011-201,00021-301,00031-4080041-5090051-6070061-7070071-8070081-9060091-100600

榜单名次 → 实测月销量下界（经验曲线）

来自亚马逊自己标注的 "N bought in past month"，是下界不是精确值；括号区间是最小/最大值。名次段样本不足 3 个的段不显示。

名次段样本月销量下界中位区间
1-101152,000100~20,000
11-201151,00050~10,000
21-301041,00050~9,000
31-4011580050~10,000
41-5010090050~9,000
51-609870050~6,000
61-7010170050~6,000
71-809670050~5,000
81-9010060050~3,000
91-10010860050~5,000

估算月销量最高的商品

A 排名法用名次段实测曲线；B 评论法用实测留评率换算，只对当天评论有增长的商品可算，所以大量商品是「—」。

商品分类名次A 排名法B 评论法价格亚马逊标注
Flexfit Men's Athletic Baseball Fitted CapBaseball Clothing12,0001,311$13.366K+ bought
NORTHYARD Men's Athletic Running Shorts Gym Workout Baseball Clothing22,0002,622$24.991K+ bought
KBETHOS Classic Unisex Cotton Adjustable Low Crown BBaseball Clothing32,0001,748$8.064K+ bought
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Baseball Clothing42,0006,118——
ALWAYS Yoga Shorts for Women – High Waisted Workout Baseball Clothing52,000874$9.991K+ bought
Leafigure 2 Pack Womens Biker Shorts with Pockets 6"Baseball Clothing62,0004,807$9.999K+ bought
Haloumoning Girls Athletic Shorts Kids High Waisted Baseball Clothing72,0002,185$8.991K+ bought
Amazon Essentials Men's Athletic Basketball Gym ShorBaseball Clothing82,0002,622——
BMJL 2.5" Athletic Shorts for Women Comfy High WaistBaseball Clothing92,0001,311$19.991K+ bought
Falari Baseball Cap Adjustable Size for Running WorkBaseball Clothing102,0001,748$8.503K+ bought
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing12,00011,362$14.207K+ bought
Fruit of the Loom Eversoft Fleece Elastic Bottom SweBasketball Clothing22,000—$18.416K+ bought

两种估算差异最大的商品（疑似异常）

排名靠前但评论几乎不增长，常见原因是刚上架、变体合并、或长期断货。

商品名次A 排名法B 评论法提示
REACH STAR 2 Pairs Winter gloves for women Touch s72,000437评论远低于同类名次，疑似刚上架/评论被合并
Nymphperi Gymnastics Leotards for Girls Sparkly 2 22,000437评论远低于同类名次，疑似刚上架/评论被合并
HOZIY Gymnastics Leotards for Girls Unicorn Aurora92,000437评论远低于同类名次，疑似刚上架/评论被合并
Nymphperi Gymnastics Leotards for Girls 2 Pack Spa102,000437评论远低于同类名次，疑似刚上架/评论被合并
Trendy Queen Womens Mock Neck Sweatshirts Oversize32,000437评论远低于同类名次，疑似刚上架/评论被合并
Trendy Queen Womens Mock Neck Sweatshirt Oversized42,000437评论远低于同类名次，疑似刚上架/评论被合并
The Children's Place boys Long Sleeve Thermal Henl62,000437评论远低于同类名次，疑似刚上架/评论被合并
baleaf Women's Fleece Lined Leggings Thermal Warm 82,000437评论远低于同类名次，疑似刚上架/评论被合并

分类层面估算日销与日销售额（下界）

仅统计有名次段曲线的商品位次，因此是整条榜单的下界而非全量。

分类估算商品数月销量下界日销量下界日销售额下界
Baseball Clothing10090,0003,000$39,157
Basketball Clothing10090,0003,000$39,784
Competitive Swimwear10090,0003,000$84,110
Cycling Clothing10090,0003,000$34,566
Dance Apparel10090,0003,000$34,702
Golf Clothing10090,0003,000$39,583
Gymnastics Clothing10090,0003,000$43,125
Hiking & Outdoor Recreation Clothing10090,0003,000$45,836
Martial Arts Clothing10090,0003,000$59,531
Running Clothing10090,0003,000$40,726
Ski Clothing10090,0003,000$56,598
Snowboarding Clothing10090,0003,000$29,619
Soccer & Futsal Clothing10090,0003,000$44,947
Tennis Clothing10090,0003,000$38,452
Volleyball Clothing10090,0003,000$56,855
Yoga Clothing10090,0003,000$52,517

动态面

类目热度指数换血率 + 评论增速 + 价格波动合成 0-100 热度分

Yoga Clothing
46
换血 24%
Gymnastics Clothing
45
换血 47%
Basketball Clothing
43
换血 22%
Competitive Swimwear
41
换血 44%
最热的类目Yoga Clothing（热度 46，换血 24%，评论日增中位 +4）——榜单变动快，新品有机会挤进去。
最稳的类目Snowboarding Clothing（热度 7）——榜单结构稳定，短期靠运营挤榜的难度大。

类目热度

Yoga Clothing46Gymnastics Clothing45Basketball Clothing43Competitive Swimwear41Running Clothing41Golf Clothing39Hiking & Outdoor38Cycling Clothing36Volleyball Clothing36Soccer & Futsal 36Tennis Clothing35Martial Arts Clothin32Baseball Clothing31Dance Apparel27Ski Clothing16Snowboarding Clothin7

类目热度分解（热量高=变化快）

分类热度换血率新上榜评论日增中位价格中位变动
Yoga Clothing45.824.0%24+4+0.0%
Gymnastics Clothing45.047.0%47+0+0.0%
Basketball Clothing43.422.0%22+4+0.0%
Competitive Swimwear41.444.0%44+0+0.0%
Running Clothing40.914.0%14+5+0.0%
Golf Clothing38.824.0%24+3+0.0%
Hiking & Outdoor Recreation Clothing37.517.0%17+4+0.0%
Cycling Clothing36.422.0%22+3+0.0%
Volleyball Clothing36.422.0%22+3+0.0%
Soccer & Futsal Clothing36.316.0%16+4+0.0%
Tennis Clothing35.221.0%21+3+0.0%
Martial Arts Clothing31.930.0%30+1+0.0%
Baseball Clothing30.623.0%23+2+0.0%
Dance Apparel27.126.0%26+1+0.0%
Ski Clothing16.411.0%11+2+0.0%
Snowboarding Clothing7.09.0%9+1+0.0%

评论增速（销量代理）一天涨了多少评论，反推大概卖了多少件

评论涨得最快PRETISKY Womens Flared Yoga Pants with Pockets（Basketball Clothing）一天新增 52 条评论，当前 2,564 条，排名第 8。
评论增长的普遍性1227 个连续两天在榜的商品里，991 个（81%）评论数在增长，218 个一天内没有变化；增长商品的中位日增是 +3 条（全体中位数是 +0，因为多数商品当天没有新评论，所以看增长商品的中位数更有意义）。
销量推算口径日均销量按「评论日增 ÷ 评论率」反推，评论率取 1%~5% 区间，所以给出的是一个范围而不是一个数——真实评论率 Amazon 不公开，这个指标只适合横向比较，不适合当绝对销量用。

评论日增 Top25（含销量粗略推算）

推算日销 = 评论日增 × 20 ~ ×100（对应 5%~1% 评论率），仅供横向比较。

商品分类排名评论日增累计评论推算日销(件)价格
PRETISKY Womens Flared Yoga Pants with Pockets, HighBasketball Clothing8+522,5641,040 ~ 5,20012.98
Alvada Mens Merino Wool Crew Socks Thermal and Warm Hiking & Outdoor Recreation Clothing1+3137,778620 ~ 3,10014.99
FITRELL 3 Pairs Compression Socks for Women and Men Running Clothing14+3040,628600 ~ 3,00014.99
SINOPHANT High Waisted Leggings Women with Pockets |Yoga Clothing4+2915,402580 ~ 2,9007.99
Amazon Essentials Men's Fleece Open Bottom SweatpantBasketball Clothing1+2664,098520 ~ 2,60014.20
Amazon Essentials Men's Fleece Open Bottom SweatpantRunning Clothing1+2664,098520 ~ 2,60014.20
Walifrey Joggers with Pockets, Drawstring SweatpantsBasketball Clothing3+2511,160500 ~ 2,5008.49
Walifrey Joggers with Pockets, Drawstring SweatpantsRunning Clothing12+2511,160500 ~ 2,5008.99
Speedo Men's Swimsuit Brief PowerFlex Eco SolarCompetitive Swimwear31+245,074480 ~ 2,40024.59
Stanpetix Sweatpants Women Wide Leg Joggers with PocBasketball Clothing11+201,845400 ~ 2,000—
JUKMO Men's Stretch Tactical Belt, 1.5" Elastic NyloGolf Clothing27+2014,990400 ~ 2,00014.98
Stanpetix Sweatpants Women Wide Leg Joggers with PocRunning Clothing15+201,845400 ~ 2,000—
ROXUN Arm Sleeves Cooling UV Sun Protection Sport CoRunning Clothing33+2015,591400 ~ 2,0009.99
Copper Compression Socks 15-20 mmHg for Men & Women Hiking & Outdoor Recreation Clothing10+1641,928320 ~ 1,60019.98
Hiwise Men's Stretch Tactical Pants Water Resistant Hiking & Outdoor Recreation Clothing39+164,183320 ~ 1,600—
RUMIA Women's Crew Neck Sweatshirt Long Sleeve Tops Hiking & Outdoor Recreation Clothing7+154,138300 ~ 1,500—
Niorasen Merino Wool Socks for Men & Women, Thermal Hiking & Outdoor Recreation Clothing24+152,941300 ~ 1,50011.99
RUMIA Women's Crew Neck Sweatshirt Long Sleeve Tops Soccer & Futsal Clothing7+154,138300 ~ 1,500—
RUMIA Women's Crew Neck Sweatshirt Long Sleeve Tops Volleyball Clothing6+154,138300 ~ 1,500—
Amazon Essentials Men's Full-Zip Fleece Hoodie SweatYoga Clothing5+1562,069300 ~ 1,50015.90
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Baseball Clothing4+1434,606280 ~ 1,400—
BALENNZ Mens Athletic Shorts with Pockets Quick Dry Basketball Clothing26+1434,606280 ~ 1,400—
Liberty Imports 5 Pack Men's Active Quick Dry Crew NCycling Clothing8+1458,186280 ~ 1,40039.95
Liberty Imports 5 Pack Men's Active Quick Dry Crew NGolf Clothing14+1458,186280 ~ 1,40039.95
Carhartt Men's Iconic A18 Watch Cap BeanieHiking & Outdoor Recreation Clothing2+14175,903280 ~ 1,400—

各类目评论日增中位数

分类评论日增中位累计评论中位样本
Running Clothing+58,13786
Basketball Clothing+43,61778
Hiking & Outdoor Recreation Clothing+44,06783
Soccer & Futsal Clothing+43,40884
Yoga Clothing+44,66476
Cycling Clothing+32,72278
Golf Clothing+32,96076
Tennis Clothing+32,67979
Volleyball Clothing+384678
Baseball Clothing+23,66177
Ski Clothing+23,48489
Dance Apparel+11,51674
Martial Arts Clothing+199669
Snowboarding Clothing+13,08591
Gymnastics Clothing+01,01353
Competitive Swimwear+094856

异常检测单日价格骤变、排名跳变、评论暴增，按严重度排序

价格骤变
33
个
排名跳变
2
个
本日异常汇总价格骤变 33 个、排名跳变 2 个，最严重的是「价格骤变」：$4.37 → $19.00（+335%）。

异常明细（严重度降序）

类型商品分类变化严重度
价格骤变Amazon Essentials x Sofia Grainge Women's Relaxed Volleyball Clothing$4.37 → $19.00（+335%）22.3
价格骤变Speedo Womens Swimsuit One Piece Endura Soft ClassCompetitive Swimwear$21.39 → $46.49（+117%）7.8
价格骤变JMIERR Mens 2 Piece Sweatsuit Crewneck Joggers TraMartial Arts Clothing$24.98 → $49.99（+100%）6.7
价格骤变JMIERR Mens 2 Piece Sweatsuit Crewneck Joggers TraVolleyball Clothing$24.98 → $49.99（+100%）6.7
价格骤变Amazon Essentials Men's Moisture Wicking Golf PoloGolf Clothing$5.31 → $10.34（+95%）6.3
价格骤变Amazon Essentials Men's Moisture Wicking Golf PoloTennis Clothing$5.31 → $10.34（+95%）6.3
价格骤变Arctix Women's Insulated Snow PantsSki Clothing$27.00 → $48.00（+78%）5.2
价格骤变Blueleaf Boys' Swim Jammers Youth Competitive SwimCompetitive Swimwear$8.99 → $14.99（+67%）4.4
价格骤变SHEWIN Womens Sweatshirt Crew Neck Waffle Knit TopVolleyball Clothing$19.99 → $32.99（+65%）4.3
价格骤变TENVDA Leotards for Girls Gymnastics One Piece BikGymnastics Clothing$5.98 → $8.99（+50%）3.4
价格骤变Aerynx Winter Waterproof Ski Snow Warm Gloves for Snowboarding Clothing$19.98 → $12.73（-36%）2.4
价格骤变PINSPARK Womens Tennis Skirt 14" Pleated Athletic Golf Clothing$14.99 → $19.99（+33%）2.2
价格骤变PINSPARK Womens Tennis Skirt 14" Pleated Athletic Running Clothing$14.99 → $19.99（+33%）2.2
价格骤变YEOREO Ease Workout Leggings Womens Straight LeggiYoga Clothing$22.92 → $29.99（+31%）2.1
价格骤变Dokotoo Women's Casual Crew Neck Sweatshirt Loose Soccer & Futsal Clothing$27.88 → $19.99（-28%）1.9
价格骤变Dokotoo Women's Casual Crew Neck Sweatshirt Loose Volleyball Clothing$27.88 → $19.99（-28%）1.9
价格骤变Russell Athletic Men's Mesh Pocket ShortBaseball Clothing$17.77 → $12.99（-27%）1.8
价格骤变Libin Women's Joggers Pants Athletic Casual SweatpDance Apparel$42.52 → $32.98（-22%）1.5
价格骤变Under Armour Kids HeatGear® Armour Long Sleeve (BiCycling Clothing$26.18 → $32.00（+22%）1.5
价格骤变Promover Wide Leg Pants for Woman Yoga Pants with Yoga Clothing$30.59 → $36.99（+21%）1.4
价格骤变Hanes Men's Ecosmart Fleece SweatpantBasketball Clothing$11.89 → $14.29（+20%）1.3
价格骤变Hanes Men's Ecosmart Fleece SweatpantRunning Clothing$11.89 → $14.29（+20%）1.3
价格骤变PINSPARK Workout Tops for Women Long Sleeve ShirtsCycling Clothing$9.99 → $7.99（-20%）1.3
价格骤变PINSPARK Workout Tops for Women Long Sleeve ShirtsGolf Clothing$9.99 → $7.99（-20%）1.3
价格骤变PINSPARK Workout Tops for Women Long Sleeve ShirtsTennis Clothing$9.99 → $7.99（-20%）1.3
价格骤变Capezio girls Short Sleeve Leotard - GirlsGymnastics Clothing$25.00 → $20.00（-20%）1.3
价格骤变Capezio Women's Studio Basics TightDance Apparel$13.50 → $10.80（-20%）1.3
价格骤变Capezio Women's Classic Short Sleeve LeotardGymnastics Clothing$27.00 → $21.60（-20%）1.3
价格骤变Blisset 3 Pack High Waisted Leggings for Women witYoga Clothing$23.99 → $19.99（-17%）1.1
排名跳变TENVDA Leotards for Girls Gymnastics One Piece BikGymnastics Clothing第 82 名 → 第 38 名（+44）1.1

品牌攻防固定同一批商品比较排名质量：谁在往上抢席位，谁在往下掉

可比商品
1228
两天都识别出品牌
有变化品牌
347
共 376 个品牌
新进榜商品
348
157 个品牌
抢位最猛CRZ YOGA：37 个在榜商品权重分 1,814 → 1,920（+106，相对 +5.8%），Top20 席位 +1。
失位最多PINSPARK：37 个在榜商品权重分 2,180 → 2,024（-156，相对 -7.2%）。
真·新进榜品牌G Gradual（16 个商品）、PINSPARK（12 个商品）、Stelle（12 个商品）、Hanes（11 个商品）、Amazon Essentials（10 个商品）、adidas（9 个商品）、Under Armour（9 个商品）、Zaclotre（7 个商品），共 348 个新商品。
口径说明只统计「两天都识别出品牌」的同一批 1228 个商品；权重分 = Σ(101-排名)，越高说明该品牌占的位置越好。另有 0 个排名位尚未采集到品牌，不计入。

品牌排名质量变动（按权重分变化绝对值排序）

只比较两天都识别出品牌的同一批商品，避免详情采集进度造成虚假增减。

品牌在榜商品今日权重分变动相对变化Top20 席位Top50 席位今日中位价价格变动
PINSPARK372,024-156-7.2%+0-217.99+3.00
CRZ YOGA371,920+106+5.8%+1+028.00+0.00
JMIERR9428+93+27.8%+0+128.99+4.01
Nike321,348+81+6.4%+1+125.22+0.00
Trendy Queen292,094+80+4.0%+1+024.99+0.00
Century Star5116-65-35.9%+0+07.99+0.00
Artexia367-64-48.9%+0+08.99+0.00
Olreco358-55-48.7%+0+0——
The North Face2108+52+92.9%+0+0——
NPJY7395-49-11.0%+0-17.95+0.00
Falari8389-45-10.4%-1+08.50+0.00
G Gradual402,385-45-1.9%-1+1——
KIDDAD383-44-34.6%+0+025.99+0.00
Under Armour322,121+43+2.1%+1+124.75+0.00
Cordaw122-43-66.2%+0-126.99+0.00
Dokotoo5189-42-18.2%+0+019.98-0.01
Arshiner4256+41+19.1%+0+113.87+0.00
SHEWIN14529-41-7.2%+0+022.49+0.00
Amazon Essentials191,230+39+3.3%+0+014.00+0.00
MCPORO7483+36+8.1%+1+0——
Haloumoning7418+34+8.9%+0+08.99+0.00
Gaglg3100-34-25.4%-1+019.99+0.00
AUTOMET11664+34+5.4%+0+027.99+0.00
TENVDA267+33+97.1%+0+110.99+1.51
TACVASEN10549+32+6.2%+1+014.99+0.00

价格带迁移商品在价格带之间怎么流动，哪个带在吸货

留在原带
914
98%
涨价带
13
个
降价带
6
个
价格带流动性933 个可比商品中 914 个（98%）留在原价格带，13 个涨带、6 个降带。
吸货/失血的价位30-50 美元带净流入 +6 个商品，20-30 美元带净流出 -8 个。

价格带流向 Top15

迁移商品数
20-30 → 30-505
20-30 → 15-204
<10 → 10-153
15-20 → 10-152
10-15 → 15-202
<10 → 15-201
15-20 → 20-301
15-20 → 30-501

各价格带净流入

价格带净流入
30-50+6
15-20+3
10-15+3
<10-4
20-30-8

跨带幅度最大

商品分类价格幅度排名
Amazon Essentials x Sofia Grainge Women's Relaxed Volleyball Clothing4.37 → 19.00+335%64
Speedo Womens Swimsuit One Piece Endura Soft ClassCompetitive Swimwear21.39 → 46.49+117%59
JMIERR Mens 2 Piece Sweatsuit Crewneck Joggers TraMartial Arts Clothing24.98 → 49.99+100%27
JMIERR Mens 2 Piece Sweatsuit Crewneck Joggers TraVolleyball Clothing24.98 → 49.99+100%63
Amazon Essentials Men's Moisture Wicking Golf PoloGolf Clothing5.31 → 10.34+95%52
Amazon Essentials Men's Moisture Wicking Golf PoloTennis Clothing5.31 → 10.34+95%52
Arctix Women's Insulated Snow PantsSki Clothing27.00 → 48.00+78%34
Blueleaf Boys' Swim Jammers Youth Competitive SwimCompetitive Swimwear8.99 → 14.99+67%19
SHEWIN Womens Sweatshirt Crew Neck Waffle Knit TopVolleyball Clothing19.99 → 32.99+65%85
Aerynx Winter Waterproof Ski Snow Warm Gloves for Snowboarding Clothing19.98 → 12.73-36%79
PINSPARK Womens Tennis Skirt 14" Pleated Athletic Golf Clothing14.99 → 19.99+33%6
PINSPARK Womens Tennis Skirt 14" Pleated Athletic Running Clothing14.99 → 19.99+33%46
Dokotoo Women's Casual Crew Neck Sweatshirt Loose Soccer & Futsal Clothing27.88 → 19.99-28%95
Dokotoo Women's Casual Crew Neck Sweatshirt Loose Volleyball Clothing27.88 → 19.99-28%40
Russell Athletic Men's Mesh Pocket ShortBaseball Clothing17.77 → 12.99-27%84

机会缺口评论涨得快 + 排名在升 + 价格低于类目中位 = 潜力款候选

综合分最高PRETISKY Womens Flared Yoga Pants with Pockets（Basketball Clothing）得分 70.0：评论 +52，排名 7→8，价格 $12.98。
评分口径提醒这是启发式打分（评论增速 45% + 排名上升 30% + 低于类目均价 15% + 评分 10%），用于缩小人工复核范围，不是销量预测。

潜力款候选 Top20

商品分类综合分排名排名变动评论日增价格评分入选理由
PRETISKY Womens Flared Yoga Pants with Pockets, Basketball Clothing70.08-1+5212.984.4评论+52、低于类目均价、评分≥4.3
TENVDA Leotards for Girls Gymnastics One Piece BGymnastics Clothing55.938+44+18.994.7评论+1、排名升44、低于类目均价、评分≥4.3
Alvada Mens Merino Wool Crew Socks Thermal and WHiking & Outdoor Recreation Clothing51.810+3114.994.5评论+31、低于类目均价、评分≥4.3
FITRELL 3 Pairs Compression Socks for Women and Running Clothing51.014-1+3014.994.4评论+30、低于类目均价、评分≥4.3
SINOPHANT High Waisted Leggings Women with PockeYoga Clothing50.14-1+297.994.4评论+29、低于类目均价、评分≥4.3
Amazon Essentials Men's Fleece Open Bottom SweatBasketball Clothing47.510+2614.204.5评论+26、低于类目均价、评分≥4.3
Amazon Essentials Men's Fleece Open Bottom SweatRunning Clothing47.510+2614.204.5评论+26、低于类目均价、评分≥4.3
Arshiner Girls Ruffle Sleeve Ballet Leotard CrisDance Apparel46.828+3208.494.8排名升32、低于类目均价、评分≥4.3
Walifrey Joggers with Pockets, Drawstring SweatpBasketball Clothing46.630+258.494.4评论+25、低于类目均价、评分≥4.3
Walifrey Joggers with Pockets, Drawstring SweatpRunning Clothing46.6120+258.994.4评论+25、低于类目均价、评分≥4.3
Speedo Men's Swimsuit Brief PowerFlex Eco SolarCompetitive Swimwear45.831-4+2424.594.4评论+24、低于类目均价、评分≥4.3
ROXUN Arm Sleeves Cooling UV Sun Protection SporRunning Clothing45.033+4+209.994.5评论+20、排名升4、低于类目均价、评分≥4.3
AUTOMET Womens Crew Neck Long Sleeve Shirts CompRunning Clothing44.772+20+712.994.4评论+7、排名升20、低于类目均价、评分≥4.3
Amazon Essentials Men's Moisture Wicking Golf PoGolf Clothing42.752+26010.344.4排名升26、低于类目均价、评分≥4.3
JMIERR Men's Casual Polo Sweatshirt Pullover SweVolleyball Clothing42.572+27-114.984.4排名升27、低于类目均价、评分≥4.3
JUKMO Men's Stretch Tactical Belt, 1.5" Elastic Golf Clothing42.3270+2014.984.7评论+20、低于类目均价、评分≥4.3
GYM RAINBOW Workout Jackets for Woman, Cropped BTennis Clothing41.778+22+216.994.6评论+2、排名升22、低于类目均价、评分≥4.3
Amazon Essentials Men's Moisture Wicking Golf PoTennis Clothing41.452+24010.344.4排名升24、低于类目均价、评分≥4.3
REACH STAR Winter Gloves for Women Touch Screen Hiking & Outdoor Recreation Clothing40.781+18+48.994.3评论+4、排名升18、低于类目均价、评分≥4.3
Trendy Queen Womens Cropped Tops Crewneck SweatsVolleyball Clothing40.452+20+214.994.4评论+2、排名升20、低于类目均价、评分≥4.3

趋势面

排名动量最近几天的排名斜率：谁在稳步上冲，谁在滑落

样本
1746
个商品有 ≥3 天数据
上冲
982
个
滑落
731
个
上冲最快Winter Gloves Men Women Made with Graphene & 平均每天前进 31.0 名，3 天内从第 99 名到第 37 名。
滑落最快Century Star Knee High Socks for Women Long 平均每天后退 42.0 名。

排名上冲 Top20

商品分类现排名斜率累计变动天数
Winter Gloves Men Women Made with Graphene & 3M ThSnowboarding Clothing37-31.0/天-623
Trendy Queen Women’s Fleece Oversized Mock Neck SwHiking & Outdoor Recreation Clothing37-21.8/天-614
Arctix Women's Essential Insulated Ski Bibs, WaterSki Clothing24-21.5/天-433
SANTINY Women's Track Pants 28"/30"/32"/34" | StraSoccer & Futsal Clothing42-21.5/天-433
Taubow 2 Packs Gymnastics Leotards for Girls Kids Gymnastics Clothing29-20.5/天-524
Stelle Gymnastics Leotards for Girls Unitards BikeDance Apparel51-20.5/天-413
MdnMd Girls' Women's Ballet Tights Ultra Soft ConvDance Apparel38-20.0/天-614
G Gradual 28"/30"/32"/34" Inseam Women's Yoga PantYoga Clothing61-19.5/天-393
Tstiti Gymnastics Leotards for Girls Long Sleeve OGymnastics Clothing41-18.6/天-484
SANTINY Women's Track Pants 28"/30"/32"/34" | StraBasketball Clothing44-18.5/天-373
Zaclotre Kid Girls Gymnastic Leotard Sparkly ShinyGymnastics Clothing35-18.0/天-363
G Gradual Men's Fleece Lined Winter Pants with 3 ZBasketball Clothing65-17.5/天-353
G Gradual Men's Athletic Workout T-Shirts MoistureYoga Clothing48-17.0/天-343
32 Degrees Heat Women's Lightweight Baselayer CrewSki Clothing43-16.8/天-534
Under Armour Kids HeatGear Armour Short Sleeve (BiCycling Clothing58-16.5/天-333
Trendy Queen Women’s Fleece Oversized Mock Neck SwSoccer & Futsal Clothing33-16.1/天-585
Nymphperi Gymnastics Leotards for Girls Long SleevGymnastics Clothing28-15.7/天-524
LOMON Balaclava Ski Mask Sherpa Hood Fleece WinterSnowboarding Clothing62-15.5/天-313
Nymphperi Gymnastics Leotards for Girls Sparkly 2 Dance Apparel11-15.1/天-776
G Gradual Men's Athletic Workout T-Shirts MoistureHiking & Outdoor Recreation Clothing40-15.0/天-303

排名滑落 Top20

商品分类现排名斜率累计变动天数
Century Star Knee High Socks for Women Long Tube SSoccer & Futsal Clothing99+42.0/天+843
Women's Teen Adult Tutu Skirt Elastic Tulle Tutu SDance Apparel98+37.5/天+753
Mens Sweatsuit 2 Piece Fleece Hoodie Tracksuit SofMartial Arts Clothing91+35.0/天+703
Facitisu Track Suits for Women Set Sweatsuits 2 PiVolleyball Clothing88+32.0/天+643
speerise Long Sleeve Bodysuit One Piece Bodycon TuGymnastics Clothing97+29.0/天+583
OVIGILY Women's Long Sleeve Unitard Dance Costume Gymnastics Clothing96+28.0/天+563
VZV 2T-6Y Toddler Thermal Set Thermal Underwear foSki Clothing98+27.0/天+543
Zengjo Men's Ringer Tee Crewneck Athletic T ShirtsCycling Clothing68+26.0/天+523
Ekkovision Lifestyle Beaters, Men's Tank Tops, OrgYoga Clothing80+25.0/天+503
ZOORON Beanie for Women Men Ski Watch Cap Cuffed PHiking & Outdoor Recreation Clothing91+24.5/天+493
dioxoib Men Track Suits Sets Long Sleeve Full-zip Volleyball Clothing100+24.5/天+493
Century Star Beanie for Men Women Black Skull Cap Running Clothing97+23.0/天+463
NPJY Baseball Cap Golf Dad Hat Adjustable OriginalRunning Clothing97+23.0/天+463
LOMON Women's Low Rise Micro Mini Skirt with BuiltGolf Clothing94+23.0/天+463
ZOORON Beanie for Men Women Warm Winter Hat UnisexSnowboarding Clothing70+22.5/天+453
ZOORON Beanie for Men Women Warm Winter hat AcryliSnowboarding Clothing99+21.8/天+674
Amazon Essentials Unisex Kids and Toddlers' Long SBasketball Clothing87+21.5/天+433
Century Star Beanie for Men Women Black Skull Cap Ski Clothing100+21.1/天+905
LXNMGO Women's 2"/7" High Waist Yoga Shorts Tummy Soccer & Futsal Clothing91+20.9/天+825
PINSPARK Tennis Skirts for Women High Waisted GolfTennis Clothing94+20.9/天+654

预测

预测与自校验对明天做预测，第二天用真实结果给自己打分，命中率低就自动调阈值

累计预测
566
条
命中
288
条
命中率
51%
全部历史
预测命中率历史 566 条预测命中 288 条（51%）。命中率低于 50% 时 self_improve 会自动放宽阈值，高于 80% 时收紧。

对 2026-11-06 的预测（10 条掉榜风险 / 6 条上冲潜力）

类型商品分类置信度依据
掉榜风险maamgic Mens Athletic Gym Shorts 5/7" Elastic Wabaseball1.00排在第 99 名且比昨天后退 19 名
掉榜风险KIDDAD Christmas Sweatshirts for Women Embroiderhiking1.00排在第 96 名且比昨天后退 20 名
掉榜风险Dokotoo Women's Crew Neck Sweatshirt Casual Longsoccer1.00排在第 98 名且比昨天后退 18 名
掉榜风险Artexia Baseball Cap 100% Cotton Hats for Men Hatennis1.00排在第 95 名且比昨天后退 28 名
掉榜风险PINSPARK Soft Workout Tops for Women Short Sleevtennis1.00排在第 97 名且比昨天后退 20 名
掉榜风险SHEWIN Women's Sweatshirt Fleece Quarter Zipper volleyball1.00排在第 99 名且比昨天后退 28 名
掉榜风险PINSPARK Soft Workout Tops for Women Short Sleevgolf0.93排在第 96 名且比昨天后退 16 名
掉榜风险USAUPUP High Waisted Leggings with Pockets for Wrunning0.93排在第 95 名且比昨天后退 17 名
上冲潜力TENVDA Leotards for Girls Gymnastics One Piece Bgymnastics0.92第 38 名，一天前进 44 名，评论 +1
掉榜风险Falari Baseball Cap Adjustable Size for Running running0.90排在第 96 名且比昨天后退 15 名
掉榜风险5 Pack Athletic Gym Mens Shorts - Workout Black soccer0.90排在第 96 名且比昨天后退 15 名
上冲潜力Nike Men's Sportswear Club T-Shirttennis0.67第 30 名，一天前进 27 名，评论 +3
上冲潜力THE NORTH FACE TNF Logo Box Cuffed Beanie | Classnowboarding0.65第 31 名，一天前进 17 名，评论 +7
上冲潜力Nike Men's Sportswear Club T-Shirtgolf0.57第 34 名，一天前进 22 名，评论 +3
上冲潜力Nike Men's Sportswear Club T-Shirtcycling0.43第 22 名，一天前进 15 名，评论 +3
上冲潜力DAINAS Girls' Convertible Ballet Tights, 50D Ultdance0.42第 39 名，一天前进 19 名，评论 +1

历史命中率（逐日）

预测日条数命中命中率
2026-11-0416956%
2026-11-03161062%
2026-11-02191368%
2026-11-01252496%
2026-10-3115747%
2026-10-309778%
2026-10-2910770%
2026-10-28211676%
2026-10-2712758%
2026-10-268675%
2026-10-2510660%
2026-10-24131077%
2026-10-23151067%
2026-10-2210990%
2026-10-21341235%
2026-10-194012%
2026-10-18513263%
2026-10-171085147%
2026-10-161345138%