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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 | |
 | Hurricane Pike | 13 | 28.89% | 100.0 | 69.23% | +28.60% | +30.77% | -2.56% | -2.69% | 30:02 | 17:38 | 20:35 | 30:23 | 32:59 | 47:04 | 12:24 | 09:11 |
 | Dragon Lance | 22 | 48.89% | 98.5 | 59.09% | +19.96% | +7.58% | +0.91% | -0.73% | 18:05 | 11:23 | 12:32 | 14:33 | 21:42 | 37:36 | 09:10 | 06:47 |
 | Magic Wand | 40 | 88.89% | 96.9 | 52.50% | +32.50% | -12.50% | +17.50% | 5.50% | 07:27 | -01:29 | 04:27 | 07:35 | 09:54 | 18:01 | 05:27 | 04:02 |
 | Fluffy Hat | 31 | 68.89% | 95.4 | 54.84% | +19.13% | -4.84% | +20.16% | 1.91% | 18:54 | 03:35 | 11:36 | 18:13 | 24:42 | 37:43 | 13:06 | 09:42 |
 | Glimmer Cape | 8 | 17.78% | 93.8 | 75.00% | +31.76% | +25.00% | -75.00% | -18.63% | 23:53 | 17:13 | 19:21 | 21:46 | 24:43 | 34:07 | 05:22 | 03:58 |
 | Magic Stick | 41 | 91.11% | 92.3 | 51.22% | +26.22% | -1.22% | -1.22% | 0.00% | 04:06 | -01:29 | 00:48 | 04:26 | 06:56 | 17:54 | 06:08 | 04:32 |
 | Force Staff | 28 | 62.22% | 90.8 | 53.57% | +12.39% | -10.71% | +32.14% | 3.17% | 24:49 | 13:28 | 16:50 | 26:09 | 30:22 | 37:43 | 13:32 | 10:01 |
 | Boots of Speed | 45 | 100.00% | 89.2 | 48.89% | +48.89% | -12.53% | +14.75% | 7.21% | 04:47 | -01:30 | 02:31 | 04:23 | 06:18 | 11:50 | 03:47 | 02:48 |
 | Void Stone | 9 | 20.00% | 87.7 | 66.67% | +22.23% | +33.33% | -16.67% | -3.10% | 34:29 | 18:37 | 23:29 | 26:10 | 39:36 | 1:09:20 | 16:07 | 11:56 |
 | Black King Bar | 16 | 35.56% | 86.2 | 56.25% | +11.42% | +18.75% | +18.75% | 0.00% | 27:20 | 19:54 | 22:17 | 23:31 | 26:37 | 1:07:40 | 04:20 | 03:12 |
 | Power Treads | 15 | 33.33% | 84.6 | 53.33% | +6.66% | -3.33% | -28.33% | -6.47% | 13:50 | 05:15 | 07:11 | 08:49 | 11:03 | 51:13 | 03:52 | 02:51 |
 | Wraith Band | 10 | 22.22% | 83.1 | 60.00% | +14.29% | -26.67% | -10.00% | 11.50% | 05:15 | 01:58 | 03:23 | 03:56 | 04:50 | 15:20 | 01:27 | 01:04 |
 | Wind Lace | 26 | 57.78% | 81.5 | 46.15% | -6.48% | -17.58% | +20.52% | 5.54% | 09:58 | -01:29 | 05:14 | 06:42 | 12:07 | 44:24 | 06:53 | 05:05 |
 | Bottle | 8 | 17.78% | 80.0 | 62.50% | +16.55% | -12.50% | -12.50% | 0.00% | 02:38 | 01:07 | 01:33 | 01:54 | 02:19 | 07:53 | 00:46 | 00:34 |
 | Ring of Health | 11 | 24.44% | 78.5 | 54.55% | +7.49% | +12.12% | -21.22% | -2.00% | 27:26 | 12:07 | 14:26 | 23:54 | 31:06 | 1:09:20 | 16:40 | 12:20 |
 | Eye of Skadi | 6 | 13.33% | 76.9 | 66.67% | +20.52% | -16.67% | +33.33% | 5.87% | 41:35 | 34:01 | 35:49 | 40:00 | 44:20 | 51:14 | 08:31 | 06:18 |
 | Aghanim's Shard | 6 | 13.33% | 75.4 | 66.67% | +20.52% | -16.67% | -66.67% | -14.85% | 35:04 | 31:42 | 33:12 | 33:41 | 36:34 | 39:26 | 03:22 | 02:29 |
 | Lotus Orb | 6 | 13.33% | 73.8 | 66.67% | +20.52% | +33.33% | -66.67% | -9.93% | 29:51 | 23:35 | 24:14 | 26:10 | 34:18 | 39:43 | 10:04 | 07:27 |
 | Sange | 2 | 4.44% | 72.3 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 35:39 | 33:15 | 33:15 | 38:03 | 38:03 | 38:03 | 04:48 | 03:33 |
 | Heaven's Halberd | 2 | 4.44% | 70.8 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 39:22 | 35:44 | 35:44 | 42:59 | 42:59 | 42:59 | 07:15 | 05:22 |
 | Assault Cuirass | 2 | 4.44% | 69.2 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 30:38 | 30:25 | 30:25 | 30:50 | 30:50 | 30:50 | 00:25 | 00:18 |
 | Blink Dagger | 2 | 4.44% | 67.7 | 100.00% | +53.49% | 0.00% | 0.00% | 0.00% | 30:17 | 23:44 | 23:44 | 36:49 | 36:49 | 36:49 | 13:05 | 09:41 |
 | Tranquil Boots | 5 | 11.11% | 66.2 | 60.00% | +12.50% | +40.00% | +40.00% | 0.00% | 10:47 | 04:33 | 04:33 | 10:35 | 14:28 | 16:46 | 09:55 | 07:20 |
 | Crown | 14 | 31.11% | 64.6 | 35.71% | -19.13% | -35.71% | +30.96% | 4.90% | 16:06 | 04:36 | 07:06 | 09:27 | 20:42 | 1:05:37 | 13:36 | 10:04 |
 | Ghost Scepter | 6 | 13.33% | 63.1 | 50.00% | +1.28% | 0.00% | -50.00% | -3.74% | 33:57 | 24:11 | 26:08 | 27:50 | 39:30 | 52:11 | 13:22 | 09:54 |
 | Arcane Boots | 6 | 13.33% | 61.5 | 50.00% | +1.28% | 0.00% | -50.00% | -5.75% | 11:53 | 04:32 | 07:32 | 09:16 | 16:14 | 22:10 | 08:42 | 06:26 |
 | Buckler | 3 | 6.67% | 60.0 | 66.67% | +19.05% | -66.67% | 0.00% | 0.00% | 24:42 | 13:46 | 13:46 | 30:06 | 30:14 | 30:14 | 16:28 | 12:11 |
 | Ring of Protection | 16 | 35.56% | 58.5 | 31.25% | -27.37% | -31.25% | +43.75% | 23.68% | 06:23 | -01:29 | -01:19 | 02:41 | 04:29 | 30:14 | 05:48 | 04:17 |
 | Solar Crest | 4 | 8.89% | 56.9 | 50.00% | +1.22% | -50.00% | -50.00% | 0.00% | 26:25 | 20:39 | 20:39 | 22:50 | 25:25 | 36:44 | 04:46 | 03:31 |
 | Medallion of Courage | 4 | 8.89% | 55.4 | 50.00% | +1.22% | +50.00% | -50.00% | 0.00% | 25:18 | 18:36 | 18:36 | 20:37 | 25:25 | 36:33 | 06:49 | 05:02 |
 | Hood of Defiance | 4 | 8.89% | 53.8 | 50.00% | +1.22% | +50.00% | -50.00% | 0.00% | 15:09 | 12:07 | 12:07 | 13:52 | 17:10 | 17:26 | 05:03 | 03:44 |
 | Blight Stone | 4 | 8.89% | 52.3 | 50.00% | +1.22% | +50.00% | -50.00% | 0.00% | 25:18 | 18:36 | 18:36 | 20:37 | 25:25 | 36:33 | 06:49 | 05:02 |
 | Chainmail | 9 | 20.00% | 50.8 | 33.33% | -19.45% | +16.67% | +16.67% | 0.00% | 17:36 | 07:42 | 09:44 | 16:18 | 20:37 | 36:33 | 10:53 | 08:03 |
 | Eul's Scepter of Divinity | 1 | 2.22% | 49.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Aether Lens | 1 | 2.22% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.22% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 19:26 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 2.22% | 44.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 2.22% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 27:43 | 00:00 | 00:00 |
 | Satanic | 1 | 2.22% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Manta Style | 1 | 2.22% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 34:30 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.22% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:30 | 02:30 | 02:30 | 02:30 | 02:30 | 02:30 | 00:00 | 00:00 |
 | Yasha | 1 | 2.22% | 36.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 11.11% | 35.4 | 40.00% | -10.00% | -40.00% | +60.00% | 100.00% | 00:39 | -01:29 | -01:29 | -01:29 | -01:25 | 09:06 | 00:04 | 00:02 |
 | Urn of Shadows | 12 | 26.67% | 33.8 | 25.00% | -32.58% | +8.33% | +8.33% | 0.00% | 04:22 | 02:14 | 02:47 | 03:31 | 05:02 | 10:25 | 02:15 | 01:40 |
 | Javelin | 2 | 4.44% | 32.3 | 50.00% | +1.16% | -50.00% | 0.00% | 0.00% | 38:54 | 35:52 | 35:52 | 41:55 | 41:55 | 41:55 | 06:03 | 04:28 |
 | Monkey King Bar | 2 | 4.44% | 30.8 | 50.00% | +1.16% | -50.00% | 0.00% | 0.00% | 39:47 | 37:17 | 37:17 | 42:17 | 42:17 | 42:17 | 05:00 | 03:42 |
 | Linken's Sphere | 2 | 4.44% | 29.2 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 42:43 | 40:31 | 40:31 | 44:54 | 44:54 | 44:54 | 04:23 | 03:14 |
 | Helm of Iron Will | 2 | 4.44% | 27.7 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 45:38 | 25:38 | 25:38 | 1:05:37 | 1:05:37 | 1:05:37 | 39:59 | 29:37 |
 | Mekansm | 5 | 11.11% | 26.2 | 20.00% | -32.50% | +80.00% | -20.00% | -11.56% | 14:33 | 10:11 | 10:11 | 12:49 | 18:50 | 19:36 | 08:39 | 06:24 |
 | Spirit Vessel | 5 | 11.11% | 24.6 | 20.00% | -32.50% | -20.00% | -20.00% | 0.00% | 17:36 | 11:16 | 11:16 | 18:14 | 20:02 | 26:57 | 08:46 | 06:29 |
 | Aghanim's Scepter | 5 | 11.11% | 23.1 | 20.00% | -32.50% | -20.00% | -20.00% | 0.00% | 33:16 | 30:46 | 30:46 | 33:13 | 34:06 | 35:14 | 03:20 | 02:28 |
 | Headdress | 6 | 13.33% | 21.5 | 16.67% | -37.18% | +33.33% | -16.67% | -6.22% | 13:04 | 08:04 | 08:45 | 08:51 | 16:47 | 19:35 | 08:02 | 05:57 |
 | Aeon Disk | 7 | 15.56% | 20.0 | 14.29% | -40.97% | -14.29% | -14.29% | 0.00% | 38:06 | 29:20 | 32:45 | 33:03 | 42:42 | 49:16 | 09:57 | 07:22 |
 | Rod of Atos | 9 | 20.00% | 18.5 | 11.11% | -47.22% | -11.11% | +38.89% | 7.54% | 14:51 | 11:58 | 12:15 | 12:58 | 18:53 | 20:12 | 06:38 | 04:54 |
 | Bracer | 1 | 2.22% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:52 | 05:52 | 05:52 | 05:52 | 05:52 | 05:52 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 2.22% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.22% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:00 | 55:00 | 55:00 | 55:00 | 55:00 | 55:00 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 2.22% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:47 | 1:02:47 | 1:02:47 | 1:02:47 | 1:02:47 | 1:02:47 | 00:00 | 00:00 |
 | Maelstrom | 1 | 2.22% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:45 | 1:22:45 | 1:22:45 | 1:22:45 | 1:22:45 | 1:22:45 | 00:00 | 00:00 |
 | Mjollnir | 1 | 2.22% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:26:20 | 1:26:20 | 1:26:20 | 1:26:20 | 1:26:20 | 1:26:20 | 00:00 | 00:00 |
 | Crystalys | 1 | 2.22% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 31:55 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.22% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.22% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:22 | 20:22 | 20:22 | 20:22 | 20:22 | 20:22 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.22% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 1:09:35 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.22% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:27:43 | 1:27:43 | 1:27:43 | 1:27:43 | 1:27:43 | 1:27:43 | 00:00 | 00:00 |