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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 | |
 | Void Stone | 16 | 51.61% | 100.0 | 68.75% | +28.75% | +31.25% | -18.75% | -10.42% | 33:19 | 24:32 | 28:39 | 30:11 | 33:27 | 50:22 | 04:48 | 03:33 |
 | Scythe of Vyse | 11 | 35.48% | 98.7 | 72.73% | +27.73% | +27.27% | -6.06% | -7.78% | 37:19 | 30:32 | 32:56 | 33:54 | 37:13 | 50:22 | 04:17 | 03:10 |
 | Blink Dagger | 13 | 41.94% | 97.4 | 69.23% | +24.79% | +30.77% | -2.56% | -7.04% | 24:15 | 15:00 | 18:36 | 21:38 | 23:20 | 46:24 | 04:44 | 03:30 |
 | Hand of Midas | 27 | 87.10% | 96.1 | 59.26% | +34.26% | +12.17% | +26.45% | 3.83% | 10:14 | 06:20 | 07:43 | 10:37 | 11:27 | 15:31 | 03:44 | 02:45 |
 | Octarine Core | 6 | 19.35% | 94.8 | 83.33% | +35.33% | +16.67% | +16.67% | 0.00% | 32:32 | 28:36 | 30:05 | 31:52 | 34:47 | 35:22 | 04:42 | 03:28 |
 | Boots of Speed | 31 | 100.00% | 93.5 | 54.84% | +54.84% | -17.34% | +20.16% | 6.76% | 08:59 | 01:46 | 05:35 | 08:11 | 11:08 | 23:34 | 05:33 | 04:06 |
 | Javelin | 25 | 80.65% | 92.2 | 56.00% | +6.00% | +27.33% | +10.67% | -2.75% | 14:58 | 08:49 | 10:09 | 13:11 | 16:13 | 30:41 | 06:04 | 04:29 |
 | Maelstrom | 28 | 90.32% | 90.9 | 53.57% | -13.10% | +32.14% | +17.86% | -2.67% | 16:57 | 11:45 | 13:05 | 15:55 | 18:26 | 30:41 | 05:21 | 03:57 |
 | Magic Stick | 15 | 48.39% | 89.6 | 60.00% | +10.00% | -10.00% | +40.00% | 26.55% | 05:46 | 00:41 | 02:47 | 03:54 | 04:40 | 18:07 | 01:53 | 01:23 |
 | Wraith Band | 20 | 64.52% | 88.3 | 55.00% | +0.45% | +5.00% | +5.00% | 0.00% | 01:19 | -01:30 | -01:29 | 01:39 | 03:19 | 05:48 | 04:48 | 03:33 |
 | Magic Wand | 11 | 35.48% | 87.0 | 63.64% | +13.64% | -30.31% | +36.36% | 26.67% | 07:32 | 02:57 | 03:50 | 05:25 | 06:20 | 21:44 | 02:30 | 01:51 |
 | Necronomicon | 5 | 16.13% | 85.7 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 13:09 | 10:53 | 10:53 | 11:31 | 15:11 | 16:52 | 04:18 | 03:11 |
 | Moon Shard | 5 | 16.13% | 84.4 | 80.00% | +30.00% | +20.00% | -80.00% | -12.05% | 57:20 | 50:27 | 50:27 | 54:14 | 58:45 | 1:09:17 | 08:18 | 06:08 |
 | Aether Lens | 7 | 22.58% | 83.1 | 71.43% | +21.43% | +28.57% | -21.43% | -13.33% | 28:34 | 25:06 | 25:49 | 28:45 | 29:34 | 32:08 | 03:45 | 02:46 |
 | Mjollnir | 16 | 51.61% | 81.8 | 56.25% | +2.92% | +18.75% | -6.25% | -5.32% | 22:32 | 17:36 | 19:19 | 21:17 | 24:01 | 33:49 | 04:42 | 03:28 |
 | Ring of Aquila | 12 | 38.71% | 80.5 | 58.33% | +5.70% | +41.67% | -58.33% | -63.83% | 03:51 | 02:15 | 02:33 | 03:00 | 04:07 | 08:49 | 01:34 | 01:09 |
 | Ring of Protection | 12 | 38.71% | 79.2 | 58.33% | +5.70% | +8.34% | -25.00% | -22.48% | 02:01 | -01:29 | 01:07 | 01:50 | 02:36 | 07:33 | 01:29 | 01:05 |
 | Ring of Basilius | 12 | 38.71% | 77.9 | 58.33% | +5.70% | +8.34% | -25.00% | -19.61% | 02:40 | 00:36 | 01:27 | 02:13 | 03:09 | 07:33 | 01:42 | 01:15 |
 | Rod of Atos | 8 | 25.81% | 76.6 | 62.50% | +10.33% | -12.50% | -12.50% | 0.00% | 21:48 | 17:40 | 18:25 | 21:44 | 22:26 | 25:18 | 04:01 | 02:58 |
 | Crown | 8 | 25.81% | 75.3 | 62.50% | +10.33% | -12.50% | -12.50% | 0.00% | 19:34 | 13:15 | 15:17 | 21:06 | 21:48 | 23:44 | 06:31 | 04:49 |
 | Gleipnir | 8 | 25.81% | 74.0 | 62.50% | +10.33% | -12.50% | -12.50% | 0.00% | 22:35 | 17:40 | 19:19 | 23:05 | 24:11 | 25:18 | 04:52 | 03:36 |
 | Orchid Malevolence | 6 | 19.35% | 72.7 | 66.67% | +14.67% | +33.33% | +33.33% | 0.00% | 32:20 | 22:28 | 26:29 | 31:05 | 36:32 | 45:14 | 10:03 | 07:26 |
 | Aghanim's Scepter | 6 | 19.35% | 71.4 | 66.67% | +14.67% | -16.67% | +33.33% | 1.95% | 39:04 | 27:01 | 28:33 | 32:31 | 54:15 | 58:51 | 25:42 | 19:02 |
 | Black King Bar | 9 | 29.03% | 70.1 | 55.56% | +1.01% | +44.44% | -5.56% | -3.82% | 35:37 | 24:12 | 26:16 | 39:05 | 39:21 | 52:23 | 13:05 | 09:41 |
 | Necronomicon (level 2) | 4 | 12.90% | 68.8 | 75.00% | +23.15% | +25.00% | +25.00% | 0.00% | 16:25 | 14:03 | 14:03 | 15:11 | 16:47 | 19:40 | 02:44 | 02:01 |
 | Boots of Travel 2 | 4 | 12.90% | 67.5 | 75.00% | +23.15% | -75.00% | +25.00% | 5.21% | 52:50 | 41:17 | 41:17 | 44:20 | 60:29 | 1:05:13 | 19:12 | 14:13 |
 | Necronomicon (level 3) | 4 | 12.90% | 66.2 | 75.00% | +23.15% | +25.00% | +25.00% | 0.00% | 18:33 | 16:32 | 16:32 | 17:33 | 18:35 | 21:30 | 02:03 | 01:31 |
 | Quelling Blade | 2 | 6.45% | 64.9 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 00:26 | -01:29 | -01:29 | 02:20 | 02:20 | 02:20 | 03:49 | 02:49 |
 | Butterfly | 2 | 6.45% | 63.6 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 41:10 | 39:55 | 39:55 | 42:24 | 42:24 | 42:24 | 02:29 | 01:50 |
 | Crystalys | 8 | 25.81% | 62.3 | 50.00% | -6.52% | 0.00% | 0.00% | 0.00% | 41:34 | 28:28 | 33:23 | 41:16 | 45:42 | 54:41 | 12:19 | 09:07 |
 | Bloodthorn | 5 | 16.13% | 61.0 | 60.00% | +6.15% | +40.00% | -60.00% | -5.49% | 43:56 | 28:49 | 28:49 | 45:42 | 47:01 | 54:42 | 18:12 | 13:28 |
 | Hurricane Pike | 7 | 22.58% | 59.7 | 42.86% | -15.47% | -42.86% | +7.14% | 10.53% | 31:20 | 27:05 | 28:32 | 30:53 | 33:17 | 36:34 | 04:45 | 03:31 |
 | Dragon Lance | 7 | 22.58% | 58.4 | 42.86% | -15.47% | +7.14% | +57.14% | 7.96% | 29:24 | 23:29 | 25:38 | 27:57 | 31:55 | 36:34 | 06:17 | 04:39 |
 | Ring of Health | 4 | 12.90% | 57.1 | 50.00% | -5.56% | -50.00% | +50.00% | 7.59% | 38:53 | 20:18 | 20:18 | 26:03 | 33:29 | 1:15:41 | 13:11 | 09:45 |
 | Force Staff | 9 | 29.03% | 55.8 | 33.33% | -30.31% | -33.33% | +16.67% | 6.90% | 28:13 | 12:18 | 26:02 | 27:54 | 33:17 | 36:34 | 07:15 | 05:22 |
 | Refresher Orb | 1 | 3.23% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:42 | 1:15:42 | 1:15:42 | 1:15:42 | 1:15:42 | 1:15:42 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.23% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:39 | 1:15:39 | 1:15:39 | 1:15:39 | 1:15:39 | 1:15:39 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.23% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.23% | 50.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 26:12 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.23% | 49.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 36:34 | 00:00 | 00:00 |
 | Chipped Vest | 1 | 3.23% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Yasha | 1 | 3.23% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 3.23% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Sange | 1 | 3.23% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Manta Style | 1 | 3.23% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 3.23% | 41.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Satanic | 1 | 3.23% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:08 | 1:16:08 | 1:16:08 | 1:16:08 | 1:16:08 | 1:16:08 | 00:00 | 00:00 |
 | Bullwhip | 1 | 3.23% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Shadow Blade | 5 | 16.13% | 37.7 | 40.00% | -17.69% | -40.00% | +60.00% | 9.58% | 26:09 | 18:04 | 18:04 | 26:22 | 28:30 | 32:00 | 10:26 | 07:43 |
 | Wind Lace | 2 | 6.45% | 36.4 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 13:26 | 13:17 | 13:17 | 13:35 | 13:35 | 13:35 | 00:18 | 00:13 |
 | Hood of Defiance | 2 | 6.45% | 35.1 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 23:11 | 20:18 | 20:18 | 26:03 | 26:03 | 26:03 | 05:45 | 04:15 |
 | Ghost Scepter | 2 | 6.45% | 33.8 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 33:24 | 26:57 | 26:57 | 39:50 | 39:50 | 39:50 | 12:53 | 09:32 |
 | Monkey King Bar | 2 | 6.45% | 32.5 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 36:01 | 31:18 | 31:18 | 40:43 | 40:43 | 40:43 | 09:25 | 06:58 |
 | Daedalus | 2 | 6.45% | 31.2 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 35:51 | 31:59 | 31:59 | 39:43 | 39:43 | 39:43 | 07:44 | 05:43 |
 | Chainmail | 2 | 6.45% | 29.9 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 34:29 | 10:16 | 10:16 | 58:41 | 58:41 | 58:41 | 48:25 | 35:51 |
 | Aghanim's Blessing | 2 | 6.45% | 28.6 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 56:49 | 54:46 | 54:46 | 58:51 | 58:51 | 58:51 | 04:05 | 03:01 |
 | Headdress | 2 | 6.45% | 27.3 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 23:53 | 21:27 | 21:27 | 26:18 | 26:18 | 26:18 | 04:51 | 03:35 |
 | Ethereal Blade | 2 | 6.45% | 26.0 | 50.00% | -5.17% | +50.00% | 0.00% | 0.00% | 33:34 | 27:17 | 27:17 | 39:50 | 39:50 | 39:50 | 12:33 | 09:17 |
 | Pipe of Insight | 2 | 6.45% | 24.7 | 50.00% | -5.17% | -50.00% | 0.00% | 0.00% | 25:12 | 23:13 | 23:13 | 27:10 | 27:10 | 27:10 | 03:57 | 02:55 |
 | Boots of Travel | 3 | 9.68% | 23.4 | 33.33% | -23.81% | +66.67% | 0.00% | -4.64% | 22:48 | 16:15 | 16:15 | 21:31 | 30:37 | 30:37 | 14:22 | 10:38 |
 | Bottle | 3 | 9.68% | 22.1 | 33.33% | -23.81% | +66.67% | 0.00% | -66.67% | 01:31 | 01:22 | 01:22 | 01:28 | 01:43 | 01:43 | 00:21 | 00:15 |
 | Helm of Iron Will | 3 | 9.68% | 20.8 | 33.33% | -23.81% | +66.67% | 0.00% | -3.65% | 41:01 | 34:22 | 34:22 | 36:03 | 52:37 | 52:37 | 18:15 | 13:31 |
 | Nullifier | 3 | 9.68% | 19.5 | 33.33% | -23.81% | +66.67% | 0.00% | -3.44% | 42:14 | 35:10 | 35:10 | 37:00 | 54:32 | 54:32 | 19:22 | 14:20 |
 | Fluffy Hat | 2 | 6.45% | 18.2 | 0.00% | -58.62% | 0.00% | 0.00% | 0.00% | 26:45 | 25:36 | 25:36 | 27:54 | 27:54 | 27:54 | 02:18 | 01:42 |
 | Swift Blink | 1 | 3.23% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 3.23% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.23% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 3.23% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 3.23% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 33:09 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 3.23% | 10.4 | 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 |
 | Dagon | 1 | 3.23% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 3.23% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:55 | 51:55 | 51:55 | 51:55 | 51:55 | 51:55 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 3.23% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Power Treads | 2 | 6.45% | 5.2 | 0.00% | -58.62% | 0.00% | 0.00% | 0.00% | 08:24 | 07:39 | 07:39 | 09:09 | 09:09 | 09:09 | 01:30 | 01:06 |
 | Null Talisman | 1 | 3.23% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Blade Mail | 1 | 3.23% | 2.6 | 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 |
 | Urn of Shadows | 1 | 3.23% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:24 | 09:24 | 09:24 | 09:24 | 09:24 | 09:24 | 00:00 | 00:00 |