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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 | |
 | Pipe of Insight | 14 | 17.07% | 100.0 | 92.86% | +41.39% | +7.14% | +7.14% | 0.00% | 24:16 | 14:53 | 21:46 | 25:05 | 26:52 | 31:27 | 05:06 | 03:46 |
 | Hood of Defiance | 24 | 29.27% | 98.1 | 75.00% | +23.28% | +8.33% | -8.33% | -2.54% | 12:57 | 05:25 | 09:01 | 11:01 | 15:34 | 26:37 | 06:33 | 04:51 |
 | Wind Lace | 19 | 23.17% | 96.2 | 73.68% | +19.71% | -13.68% | -13.68% | 0.00% | 16:19 | 00:45 | 06:53 | 15:57 | 24:26 | 36:28 | 17:33 | 13:00 |
 | Solar Crest | 11 | 13.41% | 94.2 | 81.82% | +26.89% | +18.18% | -48.49% | 0.00% | 26:03 | 16:13 | 20:03 | 26:20 | 30:28 | 36:28 | 10:25 | 07:42 |
 | Ring of Health | 33 | 40.24% | 92.3 | 66.67% | +13.61% | +20.83% | -29.17% | -2.71% | 18:02 | 03:07 | 08:09 | 13:40 | 26:37 | 55:43 | 18:28 | 13:40 |
 | Blink Dagger | 82 | 100.00% | 90.4 | 58.54% | +58.54% | +8.13% | -13.54% | -3.13% | 16:25 | 09:03 | 12:34 | 15:18 | 19:30 | 30:16 | 06:56 | 05:08 |
 | Boots of Speed | 82 | 100.00% | 88.5 | 58.54% | +58.54% | -10.92% | +1.46% | 6.46% | 04:07 | -01:29 | 03:06 | 03:55 | 05:01 | 09:19 | 01:55 | 01:25 |
 | Headdress | 30 | 36.59% | 86.5 | 66.67% | +12.82% | -16.67% | +19.04% | 2.75% | 15:34 | 06:31 | 09:22 | 13:02 | 22:21 | 29:49 | 12:59 | 09:37 |
 | Magic Stick | 68 | 82.93% | 84.6 | 58.82% | +1.68% | +5.89% | -11.76% | -4.06% | 03:20 | -01:29 | 01:00 | 02:37 | 05:21 | 23:40 | 04:21 | 03:13 |
 | Quelling Blade | 74 | 90.24% | 82.7 | 58.11% | -4.39% | -0.22% | +3.00% | 0.00% | -01:12 | -01:30 | -01:29 | -01:29 | -01:29 | 07:10 | 00:00 | 00:00 |
 | Magic Wand | 49 | 59.76% | 80.8 | 59.18% | +1.60% | +7.49% | -0.85% | -1.23% | 09:05 | 01:48 | 04:57 | 07:12 | 11:43 | 25:29 | 06:46 | 05:00 |
 | Bottle | 21 | 25.61% | 78.8 | 66.67% | +10.93% | +13.33% | -26.67% | -40.00% | 01:57 | 01:00 | 01:25 | 01:34 | 02:09 | 05:14 | 00:44 | 00:32 |
 | Crown | 12 | 14.63% | 76.9 | 75.00% | +19.29% | +25.00% | -75.00% | 0.00% | 24:57 | 11:59 | 16:48 | 25:59 | 30:59 | 36:28 | 14:11 | 10:30 |
 | Black King Bar | 25 | 30.49% | 75.0 | 64.00% | +7.86% | -30.67% | +2.67% | 8.23% | 22:58 | 16:55 | 19:50 | 20:39 | 23:53 | 37:14 | 04:03 | 03:00 |
 | Bracer | 33 | 40.24% | 73.1 | 60.61% | +3.47% | -48.11% | +1.89% | 50.00% | 01:39 | -01:29 | 01:22 | 02:00 | 02:08 | 04:53 | 00:46 | 00:34 |
 | Arcane Boots | 54 | 65.85% | 71.2 | 55.56% | -8.73% | +1.58% | -1.71% | -1.75% | 08:11 | 03:59 | 05:43 | 06:49 | 07:36 | 35:25 | 01:53 | 01:23 |
 | Power Treads | 24 | 29.27% | 69.2 | 62.50% | +5.60% | -29.17% | -29.17% | 0.00% | 06:50 | 05:05 | 05:46 | 06:21 | 07:30 | 10:18 | 01:44 | 01:17 |
 | Aether Lens | 11 | 13.41% | 67.3 | 72.73% | +16.39% | -6.06% | -39.40% | 0.00% | 32:21 | 25:20 | 27:17 | 32:30 | 35:21 | 41:58 | 08:04 | 05:58 |
 | Medallion of Courage | 13 | 15.85% | 65.4 | 69.23% | +12.71% | +30.77% | -35.90% | -5.64% | 23:50 | 11:24 | 16:48 | 24:22 | 28:37 | 36:27 | 11:49 | 08:45 |
 | Blight Stone | 13 | 15.85% | 63.5 | 69.23% | +12.71% | +30.77% | -35.90% | -5.64% | 23:40 | 10:50 | 16:48 | 24:22 | 28:37 | 36:27 | 11:49 | 08:45 |
 | Void Stone | 21 | 25.61% | 61.5 | 61.90% | +4.52% | +18.10% | -21.90% | -4.17% | 30:27 | 13:23 | 25:16 | 30:12 | 34:52 | 55:43 | 09:36 | 07:06 |
 | Ring of Protection | 43 | 52.44% | 59.6 | 53.49% | -10.61% | -17.13% | +10.15% | 1.14% | 13:33 | -01:29 | 01:10 | 13:35 | 25:04 | 35:16 | 23:54 | 17:42 |
 | Echo Sabre | 22 | 26.83% | 57.7 | 59.09% | +0.76% | -9.09% | +0.91% | 2.83% | 13:51 | 10:23 | 12:04 | 13:53 | 15:36 | 19:22 | 03:32 | 02:37 |
 | Buckler | 27 | 32.93% | 55.8 | 55.56% | -4.44% | +1.58% | -12.70% | -2.29% | 24:44 | 12:32 | 20:40 | 24:19 | 26:54 | 46:15 | 06:14 | 04:37 |
 | Chainmail | 25 | 30.49% | 53.8 | 56.00% | -3.65% | +10.67% | -6.00% | -2.03% | 14:01 | 06:58 | 08:49 | 11:26 | 17:01 | 33:00 | 08:12 | 06:04 |
 | Assault Cuirass | 10 | 12.20% | 51.9 | 70.00% | +13.06% | +30.00% | -20.00% | 0.00% | 28:36 | 25:38 | 26:42 | 27:02 | 31:42 | 35:04 | 05:00 | 03:42 |
 | Sange | 3 | 3.66% | 50.0 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 23:17 | 17:08 | 17:08 | 24:56 | 27:48 | 27:48 | 10:40 | 07:54 |
 | Guardian Greaves | 9 | 10.98% | 48.1 | 66.67% | +9.14% | +33.33% | -16.67% | 0.00% | 25:01 | 19:54 | 22:31 | 24:47 | 27:02 | 28:52 | 04:31 | 03:20 |
 | Lotus Orb | 5 | 6.10% | 46.2 | 80.00% | +22.86% | +20.00% | +20.00% | 0.00% | 32:06 | 20:38 | 20:38 | 34:04 | 35:01 | 39:44 | 14:23 | 10:39 |
 | Soul Ring | 18 | 21.95% | 44.2 | 50.00% | -10.94% | -10.00% | +25.00% | 4.18% | 06:39 | 02:06 | 03:05 | 03:52 | 11:27 | 17:15 | 08:22 | 06:11 |
 | Fluffy Hat | 13 | 15.85% | 42.3 | 53.85% | -5.57% | +12.82% | +12.82% | 0.00% | 23:56 | 18:04 | 18:32 | 21:49 | 26:18 | 37:43 | 07:46 | 05:45 |
 | Force Staff | 13 | 15.85% | 40.4 | 53.85% | -5.57% | +12.82% | +12.82% | 0.00% | 24:58 | 18:05 | 19:09 | 24:41 | 27:05 | 37:43 | 07:56 | 05:52 |
 | Mekansm | 17 | 20.73% | 38.5 | 47.06% | -14.48% | +27.94% | +2.94% | -6.91% | 13:35 | 09:17 | 11:17 | 13:25 | 14:54 | 20:51 | 03:37 | 02:40 |
 | Aghanim's Shard | 12 | 14.63% | 36.5 | 50.00% | -10.00% | -16.67% | +16.67% | 0.00% | 31:58 | 23:21 | 25:06 | 29:06 | 32:31 | 59:54 | 07:25 | 05:29 |
 | Satanic | 4 | 4.88% | 34.6 | 75.00% | +17.31% | +25.00% | +25.00% | 0.00% | 35:06 | 31:48 | 31:48 | 35:43 | 35:47 | 37:07 | 03:59 | 02:57 |
 | Heaven's Halberd | 2 | 2.44% | 32.7 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 22:54 | 18:28 | 18:28 | 27:20 | 27:20 | 27:20 | 08:52 | 06:34 |
 | Bloodthorn | 2 | 2.44% | 30.8 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 29:56 | 28:34 | 28:34 | 31:18 | 31:18 | 31:18 | 02:44 | 02:01 |
 | Morbid Mask | 10 | 12.20% | 28.8 | 40.00% | -21.11% | -6.67% | +10.00% | 0.00% | 31:24 | 23:43 | 27:59 | 29:27 | 34:52 | 46:16 | 06:53 | 05:05 |
 | Orchid Malevolence | 3 | 3.66% | 26.9 | 66.67% | +8.44% | -66.67% | 0.00% | 0.00% | 26:20 | 23:52 | 23:52 | 25:55 | 29:13 | 29:13 | 05:21 | 03:57 |
 | Tranquil Boots | 3 | 3.66% | 25.0 | 66.67% | +8.44% | -66.67% | 0.00% | 0.00% | 05:44 | 03:14 | 03:14 | 03:48 | 10:10 | 10:10 | 06:56 | 05:08 |
 | Daedalus | 3 | 3.66% | 23.1 | 66.67% | +8.44% | +33.33% | 0.00% | 0.00% | 40:08 | 37:25 | 37:25 | 40:04 | 42:56 | 42:56 | 05:31 | 04:05 |
 | Shadow Blade | 8 | 9.76% | 21.2 | 37.50% | -23.31% | +12.50% | -37.50% | 0.00% | 33:09 | 19:04 | 26:43 | 29:48 | 34:38 | 49:20 | 07:55 | 05:51 |
 | Ring of Basilius | 8 | 9.76% | 19.2 | 37.50% | -23.31% | +12.50% | +12.50% | 0.00% | 21:54 | 03:28 | 09:33 | 20:53 | 23:43 | 46:16 | 14:10 | 10:29 |
 | Linken's Sphere | 1 | 1.22% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Crystalys | 5 | 6.10% | 15.4 | 40.00% | -19.74% | -40.00% | -40.00% | 0.00% | 31:32 | 21:37 | 21:37 | 31:07 | 36:35 | 40:42 | 14:58 | 11:05 |
 | Silver Edge | 2 | 2.44% | 13.5 | 50.00% | -8.75% | -50.00% | 0.00% | 0.00% | 28:45 | 20:35 | 20:35 | 36:54 | 36:54 | 36:54 | 16:19 | 12:05 |
 | Glimmer Cape | 3 | 3.66% | 11.5 | 33.33% | -26.16% | +66.67% | 0.00% | 0.00% | 24:30 | 17:28 | 17:28 | 21:51 | 34:11 | 34:11 | 16:43 | 12:22 |
 | Vladmir's Offering | 5 | 6.10% | 9.6 | 20.00% | -41.04% | -20.00% | -20.00% | 0.00% | 31:58 | 23:43 | 23:43 | 30:03 | 31:11 | 46:17 | 07:28 | 05:31 |
 | Refresher Orb | 5 | 6.10% | 7.7 | 20.00% | -41.04% | +80.00% | -20.00% | 0.00% | 44:23 | 33:22 | 33:22 | 43:56 | 51:16 | 55:43 | 17:54 | 13:15 |
 | Eul's Scepter of Divinity | 1 | 1.22% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.22% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 03:58 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.22% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |