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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 | |
 | Lotus Orb | 8 | 8.89% | 100.0 | 100.00% | +51.22% | 0.00% | 0.00% | 0.00% | 27:24 | 15:28 | 21:13 | 23:16 | 31:39 | 40:16 | 10:26 | 07:43 |
 | Soul Ring | 21 | 23.33% | 98.3 | 71.43% | +23.60% | -31.43% | +8.57% | 8.45% | 08:55 | 02:12 | 05:08 | 08:58 | 09:52 | 23:53 | 04:44 | 03:30 |
 | Ring of Protection | 30 | 33.33% | 96.7 | 66.67% | +20.00% | -4.17% | -9.53% | -0.34% | 08:58 | -01:29 | 00:52 | 06:26 | 16:41 | 32:35 | 15:49 | 11:42 |
 | Void Stone | 49 | 54.44% | 95.0 | 61.22% | +17.32% | -2.89% | -11.22% | -0.70% | 26:35 | 12:05 | 20:10 | 26:04 | 31:59 | 44:49 | 11:49 | 08:45 |
 | Magic Stick | 76 | 84.44% | 93.3 | 56.58% | +20.87% | -9.21% | -3.95% | 1.37% | 03:11 | -01:30 | -01:29 | 01:06 | 05:20 | 18:05 | 06:49 | 05:02 |
 | Ring of Health | 28 | 31.11% | 91.7 | 64.29% | +15.90% | +7.14% | -21.43% | -0.93% | 22:31 | 02:59 | 04:11 | 22:21 | 34:53 | 1:03:53 | 30:42 | 22:44 |
 | Crown | 12 | 13.33% | 90.0 | 75.00% | +25.00% | -8.33% | +25.00% | 18.02% | 08:26 | 03:49 | 04:35 | 04:59 | 06:26 | 26:51 | 01:51 | 01:22 |
 | Blink Dagger | 90 | 100.00% | 88.3 | 53.33% | +53.33% | -1.16% | -7.88% | -1.80% | 14:47 | 09:20 | 12:36 | 14:20 | 16:20 | 30:51 | 03:44 | 02:45 |
 | Boots of Speed | 90 | 100.00% | 86.7 | 53.33% | +53.33% | +24.93% | +10.31% | -4.52% | 04:56 | -01:29 | 03:03 | 04:15 | 06:17 | 11:18 | 03:14 | 02:23 |
 | Quelling Blade | 78 | 86.67% | 85.0 | 53.85% | +3.85% | +11.15% | +4.04% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:44 | 00:00 | 00:00 |
 | Chainmail | 16 | 17.78% | 83.3 | 68.75% | +18.75% | +6.25% | +6.25% | 0.00% | 11:53 | 04:05 | 09:09 | 09:31 | 11:07 | 26:51 | 01:58 | 01:27 |
 | Magic Wand | 59 | 65.56% | 81.7 | 54.24% | +2.63% | -27.57% | -7.57% | 3.20% | 08:50 | 02:34 | 05:00 | 07:32 | 11:15 | 31:06 | 06:15 | 04:37 |
 | Aether Lens | 30 | 33.33% | 80.0 | 60.00% | +10.00% | +2.50% | -2.86% | -0.54% | 27:36 | 16:07 | 22:00 | 27:25 | 31:59 | 41:48 | 09:59 | 07:23 |
 | Arcane Boots | 55 | 61.11% | 78.3 | 54.55% | +3.12% | +24.02% | +2.59% | -5.61% | 09:52 | 03:46 | 05:48 | 06:57 | 09:37 | 1:03:43 | 03:49 | 02:49 |
 | Aghanim's Shard | 48 | 53.33% | 76.7 | 52.08% | -2.68% | +14.59% | -27.08% | -4.93% | 25:43 | 15:06 | 20:17 | 24:48 | 28:44 | 44:47 | 08:27 | 06:15 |
 | Headdress | 18 | 20.00% | 75.0 | 61.11% | +9.72% | -1.11% | -36.11% | -5.12% | 06:16 | -01:29 | 02:28 | 07:21 | 09:18 | 13:07 | 06:50 | 05:03 |
 | Mekansm | 14 | 15.56% | 73.3 | 64.29% | +12.97% | +10.71% | +2.38% | -2.72% | 12:18 | 08:47 | 09:42 | 11:27 | 12:46 | 25:03 | 03:04 | 02:16 |
 | Helm of the Dominator | 10 | 11.11% | 71.7 | 70.00% | +18.75% | +30.00% | -20.00% | -29.41% | 08:12 | 06:49 | 07:10 | 08:00 | 08:52 | 09:56 | 01:42 | 01:15 |
 | Bracer | 37 | 41.11% | 70.0 | 48.65% | -7.95% | -4.21% | -4.21% | 0.00% | 02:42 | -01:29 | 01:55 | 02:14 | 02:49 | 09:11 | 00:54 | 00:40 |
 | Helm of Iron Will | 13 | 14.44% | 68.3 | 61.54% | +9.59% | -28.21% | +5.13% | 27.40% | 03:17 | 02:04 | 02:15 | 03:14 | 03:28 | 05:17 | 01:13 | 00:54 |
 | Power Treads | 34 | 37.78% | 66.7 | 47.06% | -10.08% | +8.50% | +15.44% | 2.57% | 08:06 | 04:56 | 06:28 | 07:44 | 09:10 | 13:17 | 02:42 | 02:00 |
 | Black King Bar | 38 | 42.22% | 65.0 | 44.74% | -14.88% | +5.26% | -22.52% | -3.51% | 27:14 | 18:05 | 22:20 | 26:47 | 30:15 | 48:33 | 07:55 | 05:51 |
 | Force Staff | 22 | 24.44% | 63.3 | 45.45% | -10.43% | -12.12% | -45.45% | -3.98% | 25:39 | 17:50 | 20:23 | 23:16 | 28:45 | 56:25 | 08:22 | 06:11 |
 | Fluffy Hat | 26 | 28.89% | 61.7 | 42.31% | -15.50% | +0.55% | -8.98% | -0.96% | 19:52 | 03:24 | 14:32 | 18:51 | 24:29 | 56:25 | 09:57 | 07:22 |
 | Blight Stone | 2 | 2.22% | 60.0 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 23:59 | 21:06 | 21:06 | 26:51 | 26:51 | 26:51 | 05:45 | 04:15 |
 | Solar Crest | 2 | 2.22% | 58.3 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 25:12 | 23:32 | 23:32 | 26:52 | 26:52 | 26:52 | 03:20 | 02:28 |
 | Medallion of Courage | 2 | 2.22% | 56.7 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 23:59 | 21:06 | 21:06 | 26:51 | 26:51 | 26:51 | 05:45 | 04:15 |
 | Echo Sabre | 14 | 15.56% | 55.0 | 42.86% | -12.40% | +7.14% | +23.81% | 3.57% | 13:45 | 10:57 | 11:19 | 12:38 | 15:59 | 18:37 | 04:40 | 03:27 |
 | Ring of Basilius | 5 | 5.56% | 53.3 | 60.00% | +7.06% | +40.00% | +40.00% | 0.00% | 15:36 | 04:06 | 04:06 | 15:57 | 17:33 | 31:09 | 13:27 | 09:57 |
 | Aeon Disk | 9 | 10.00% | 51.7 | 44.44% | -9.88% | +5.56% | -44.44% | -3.15% | 41:18 | 28:22 | 32:43 | 42:56 | 48:35 | 55:43 | 15:52 | 11:45 |
 | Orchid Malevolence | 3 | 3.33% | 50.0 | 66.67% | +13.80% | +33.33% | 0.00% | 0.00% | 30:56 | 22:23 | 22:23 | 32:47 | 37:37 | 37:37 | 15:14 | 11:17 |
 | Bottle | 11 | 12.22% | 48.3 | 36.36% | -19.34% | -3.03% | +30.31% | 33.34% | 02:02 | 01:08 | 01:18 | 01:30 | 01:33 | 06:31 | 00:15 | 00:11 |
 | Buckler | 7 | 7.78% | 46.7 | 42.86% | -11.36% | -42.86% | +57.14% | 0.00% | 24:45 | 17:34 | 21:17 | 23:15 | 26:02 | 32:36 | 04:45 | 03:31 |
 | Falcon Blade | 7 | 7.78% | 45.0 | 42.86% | -11.36% | +7.14% | +7.14% | 0.00% | 08:47 | 05:58 | 06:31 | 06:51 | 08:30 | 17:38 | 01:59 | 01:28 |
 | Wind Lace | 8 | 8.89% | 43.3 | 37.50% | -17.38% | +12.50% | +12.50% | 0.00% | 20:53 | 07:21 | 09:52 | 22:08 | 25:31 | 35:20 | 15:39 | 11:35 |
 | Hood of Defiance | 4 | 4.44% | 41.7 | 50.00% | -3.49% | +50.00% | -50.00% | 0.00% | 10:05 | 06:57 | 06:57 | 10:25 | 10:31 | 12:26 | 03:34 | 02:38 |
 | Eul's Scepter of Divinity | 4 | 4.44% | 40.0 | 50.00% | -3.49% | +50.00% | -50.00% | 0.00% | 27:53 | 22:14 | 22:14 | 22:34 | 30:50 | 35:52 | 08:36 | 06:22 |
 | Refresher Orb | 9 | 10.00% | 38.3 | 33.33% | -22.23% | +16.67% | +16.67% | 0.00% | 45:26 | 38:01 | 40:14 | 43:32 | 46:18 | 1:03:55 | 06:04 | 04:29 |
 | Wraith Pact | 1 | 1.11% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 26:27 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.11% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.11% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 00:00 | 00:00 |
 | Crystalys | 5 | 5.56% | 31.7 | 40.00% | -14.12% | +60.00% | -40.00% | 0.00% | 28:55 | 21:44 | 21:44 | 28:06 | 28:58 | 39:00 | 07:14 | 05:21 |
 | Shadow Blade | 6 | 6.67% | 30.0 | 33.33% | -21.43% | +16.67% | -33.33% | 0.00% | 35:11 | 25:24 | 28:21 | 29:57 | 33:17 | 1:01:55 | 04:56 | 03:39 |
 | Assault Cuirass | 2 | 2.22% | 28.3 | 50.00% | -3.41% | -50.00% | 0.00% | 0.00% | 29:29 | 26:02 | 26:02 | 32:56 | 32:56 | 32:56 | 06:54 | 05:06 |
 | Vladmir's Offering | 2 | 2.22% | 26.7 | 50.00% | -3.41% | -50.00% | 0.00% | 0.00% | 22:14 | 22:07 | 22:07 | 22:21 | 22:21 | 22:21 | 00:14 | 00:10 |
 | Silver Edge | 2 | 2.22% | 25.0 | 50.00% | -3.41% | +50.00% | 0.00% | 0.00% | 34:12 | 29:24 | 29:24 | 39:00 | 39:00 | 39:00 | 09:36 | 07:06 |
 | Octarine Core | 2 | 2.22% | 23.3 | 50.00% | -3.41% | +50.00% | 0.00% | 0.00% | 54:58 | 40:38 | 40:38 | 1:09:17 | 1:09:17 | 1:09:17 | 28:39 | 21:13 |
 | Linken's Sphere | 2 | 2.22% | 21.7 | 50.00% | -3.41% | +50.00% | 0.00% | 0.00% | 28:14 | 24:42 | 24:42 | 31:46 | 31:46 | 31:46 | 07:04 | 05:14 |
 | Vanguard | 3 | 3.33% | 20.0 | 33.33% | -20.69% | -33.33% | 0.00% | 0.00% | 20:45 | 07:27 | 07:27 | 12:11 | 42:37 | 42:37 | 35:10 | 26:02 |
 | Morbid Mask | 3 | 3.33% | 18.3 | 33.33% | -20.69% | -33.33% | 0.00% | 0.00% | 27:05 | 20:24 | 20:24 | 21:52 | 38:58 | 38:58 | 18:34 | 13:45 |
 | Satanic | 1 | 1.11% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.11% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 1.11% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 21:37 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.11% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 33:40 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.11% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 04:36 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 2.22% | 8.3 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 16:23 | 11:03 | 11:03 | 21:42 | 21:42 | 21:42 | 10:39 | 07:53 |
 | Ghost Scepter | 1 | 1.11% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.11% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 00:00 | 00:00 |
 | Arcane Blink | 3 | 3.33% | 3.3 | 0.00% | -55.17% | 0.00% | 0.00% | 0.00% | 50:33 | 43:04 | 43:04 | 51:30 | 57:04 | 57:04 | 14:00 | 10:22 |
 | Sange | 1 | 1.11% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |