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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Power Treads | 25 | 96.15% | 100.0 | 64.00% | +64.00% | +7.43% | -6.86% | -11.43% | 06:58 | 05:39 | 06:18 | 06:51 | 07:33 | 08:54 | 01:15 | 00:55 |
 | Boots of Speed | 26 | 100.00% | 96.9 | 61.54% | +61.54% | +24.17% | +9.89% | -8.83% | 04:37 | 02:48 | 03:49 | 04:31 | 05:26 | 07:00 | 01:37 | 01:11 |
 | Void Stone | 13 | 50.00% | 94.5 | 69.23% | +15.38% | -19.23% | +5.77% | 2.09% | 17:47 | 06:42 | 07:27 | 11:47 | 19:23 | 57:00 | 11:56 | 08:50 |
 | Yasha | 15 | 57.69% | 93.8 | 66.67% | +12.12% | +33.33% | -16.67% | -4.33% | 25:08 | 10:49 | 18:53 | 22:47 | 30:25 | 47:02 | 11:32 | 08:32 |
 | Magic Wand | 23 | 88.46% | 93.5 | 60.87% | -5.80% | -18.01% | +5.80% | 11.47% | 04:34 | -01:29 | 02:56 | 03:30 | 05:00 | 22:26 | 02:04 | 01:32 |
 | Cornucopia | 6 | 23.08% | 93.3 | 83.33% | +28.33% | +16.67% | -33.33% | -2.80% | 31:03 | 15:41 | 21:43 | 35:40 | 39:34 | 41:19 | 17:51 | 13:13 |
 | Wind Lace | 6 | 23.08% | 93.3 | 83.33% | +28.33% | -33.33% | +16.67% | 6.73% | 19:22 | -01:29 | 11:33 | 14:56 | 18:59 | 57:00 | 07:26 | 05:30 |
 | Refresher Orb | 6 | 23.08% | 93.3 | 83.33% | +28.33% | +16.67% | -33.33% | -17.27% | 40:42 | 33:18 | 38:38 | 40:55 | 41:32 | 49:27 | 02:53 | 02:08 |
 | Null Talisman | 10 | 38.46% | 88.7 | 70.00% | +13.75% | +30.00% | -70.00% | -20.74% | 09:05 | 02:18 | 03:14 | 05:47 | 08:03 | 37:02 | 04:49 | 03:34 |
 | Blink Dagger | 21 | 80.77% | 85.8 | 57.14% | -22.86% | +9.53% | -7.14% | -4.27% | 13:35 | 10:00 | 11:32 | 12:28 | 15:26 | 20:08 | 03:54 | 02:53 |
 | Magic Stick | 21 | 80.77% | 85.8 | 57.14% | -22.86% | -7.14% | +9.53% | 5.95% | 03:25 | -01:29 | 02:06 | 02:21 | 04:54 | 11:35 | 02:48 | 02:04 |
 | Black King Bar | 19 | 73.08% | 84.9 | 57.89% | -13.54% | +22.11% | -17.89% | -6.18% | 29:03 | 15:56 | 24:27 | 28:07 | 30:56 | 56:56 | 06:28 | 04:47 |
 | Bottle | 13 | 50.00% | 82.1 | 61.54% | 0.00% | +18.46% | -1.54% | -20.00% | 01:30 | 00:51 | 01:23 | 01:35 | 01:39 | 01:50 | 00:16 | 00:11 |
 | Bracer | 11 | 42.31% | 81.2 | 63.64% | +3.64% | +36.36% | -30.31% | -54.06% | 02:49 | 01:43 | 02:03 | 02:33 | 03:17 | 05:05 | 01:14 | 00:54 |
 | Harpoon | 9 | 34.62% | 80.2 | 66.67% | +7.85% | 0.00% | -33.34% | -15.15% | 16:24 | 12:57 | 14:48 | 15:42 | 17:00 | 23:20 | 02:12 | 01:37 |
 | Diadem | 9 | 34.62% | 80.2 | 66.67% | +7.85% | 0.00% | 0.00% | 0.00% | 14:40 | 11:55 | 13:37 | 14:14 | 14:23 | 22:59 | 00:46 | 00:34 |
 | Echo Sabre | 9 | 34.62% | 80.2 | 66.67% | +7.85% | 0.00% | +33.33% | 27.78% | 11:50 | 10:39 | 11:09 | 12:02 | 12:21 | 13:12 | 01:12 | 00:53 |
 | Aghanim's Shard | 18 | 69.23% | 80.1 | 55.56% | -19.44% | +4.44% | -15.56% | -4.34% | 18:49 | 15:01 | 15:23 | 17:01 | 19:59 | 33:37 | 04:36 | 03:24 |
 | Ring of Tarrasque | 5 | 19.23% | 80.0 | 80.00% | +22.86% | +20.00% | -30.00% | -15.31% | 38:50 | 33:18 | 38:03 | 40:05 | 41:19 | 41:26 | 03:16 | 02:25 |
 | Kaya | 12 | 46.15% | 75.1 | 58.33% | -5.96% | +8.34% | -25.00% | -4.09% | 26:41 | 16:25 | 20:40 | 24:08 | 28:49 | 43:57 | 08:08 | 06:02 |
 | Yasha and Kaya | 9 | 34.62% | 63.2 | 55.56% | -9.15% | +11.11% | -22.23% | -3.98% | 30:11 | 16:54 | 23:02 | 30:16 | 31:24 | 47:28 | 08:22 | 06:11 |
 | Sange | 4 | 15.38% | 63.0 | 75.00% | +15.91% | -75.00% | +25.00% | 0.00% | 20:36 | 15:57 | 18:00 | 20:06 | 22:41 | 26:14 | 04:41 | 03:28 |
 | Aghanim's Scepter | 4 | 15.38% | 63.0 | 75.00% | +15.91% | +25.00% | -75.00% | 0.00% | 41:56 | 31:58 | 36:23 | 40:11 | 45:43 | 55:23 | 09:19 | 06:54 |
 | Manta Style | 2 | 7.69% | 61.4 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 20:50 | 16:53 | 18:51 | 20:49 | 22:47 | 24:46 | 03:56 | 02:55 |
 | Eul's Scepter of Divinity | 2 | 7.69% | 61.4 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 38:38 | 20:15 | 29:26 | 38:38 | 47:49 | 57:01 | 18:23 | 13:37 |
 | Orchid Malevolence | 2 | 7.69% | 61.4 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 17:13 | 15:50 | 16:31 | 17:12 | 17:53 | 18:35 | 01:22 | 01:01 |
 | Wraith Band | 2 | 7.69% | 61.4 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 02:09 | 02:01 | 02:04 | 02:08 | 02:12 | 02:16 | 00:07 | 00:05 |
 | Linken's Sphere | 3 | 11.54% | 41.8 | 66.67% | +5.80% | +33.33% | +33.33% | 0.00% | 38:40 | 31:15 | 34:50 | 38:26 | 42:22 | 46:19 | 07:32 | 05:34 |
 | Sange and Yasha | 3 | 11.54% | 41.8 | 66.67% | +5.80% | +33.33% | +33.33% | 0.00% | 21:06 | 19:05 | 19:18 | 19:31 | 22:06 | 24:41 | 02:48 | 02:04 |
 | Glimmer Cape | 3 | 11.54% | 41.8 | 66.67% | +5.80% | +33.33% | -66.67% | 0.00% | 22:48 | 21:07 | 21:41 | 22:16 | 23:38 | 25:01 | 01:57 | 01:26 |
 | Ring of Health | 4 | 15.38% | 33.0 | 50.00% | -13.64% | +50.00% | +50.00% | 0.00% | 35:24 | 27:15 | 29:53 | 34:06 | 39:36 | 46:07 | 09:43 | 07:11 |
 | Quelling Blade | 1 | 3.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:37 | 58:37 | 58:37 | 58:37 | 58:37 | 58:37 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 3.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Wind Waker | 1 | 3.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:58 | 59:58 | 59:58 | 59:58 | 59:58 | 59:58 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 7.69% | 17.2 | 50.00% | -12.50% | +50.00% | -50.00% | 0.00% | 22:34 | 21:07 | 21:50 | 22:33 | 23:16 | 24:00 | 01:26 | 01:04 |
 | Satanic | 2 | 7.69% | 17.2 | 50.00% | -12.50% | +50.00% | -50.00% | 0.00% | 24:43 | 24:08 | 24:25 | 24:43 | 25:00 | 25:18 | 00:35 | 00:25 |
 | Shadow Blade | 2 | 7.69% | 17.2 | 50.00% | -12.50% | -50.00% | +50.00% | 0.00% | 38:06 | 32:31 | 35:18 | 38:05 | 40:52 | 43:40 | 05:34 | 04:07 |
 | Fluffy Hat | 3 | 11.54% | 13.0 | 33.33% | -31.89% | -33.33% | -33.33% | 0.00% | 22:11 | 17:49 | 19:23 | 20:57 | 24:22 | 27:48 | 04:59 | 03:41 |
 | Force Staff | 3 | 11.54% | 13.0 | 33.33% | -31.89% | -33.33% | -33.33% | 0.00% | 22:59 | 19:05 | 20:34 | 22:03 | 24:55 | 27:48 | 04:21 | 03:13 |
 | Tranquil Boots | 1 | 3.85% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 3.85% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:35 | 60:35 | 60:35 | 60:35 | 60:35 | 60:35 | 00:00 | 00:00 |
 | Javelin | 1 | 3.85% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 3.85% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |