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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 | |
 | Aeon Disk | 30 | 15.00% | 100.0 | 73.33% | +26.86% | +1.67% | -16.19% | -2.40% | 39:06 | 25:43 | 35:31 | 39:10 | 42:58 | 51:55 | 07:27 | 05:31 |
 | Ring of Health | 52 | 26.00% | 98.3 | 67.31% | +22.72% | -21.16% | +1.92% | 2.58% | 29:11 | 12:20 | 24:06 | 29:21 | 33:02 | 52:37 | 08:56 | 06:37 |
 | Void Stone | 85 | 42.50% | 96.6 | 60.00% | +16.52% | +1.90% | +1.90% | 0.00% | 25:46 | 10:19 | 18:57 | 24:51 | 32:42 | 45:47 | 13:45 | 10:11 |
 | Eul's Scepter of Divinity | 37 | 18.50% | 94.8 | 64.86% | +17.62% | +1.81% | +12.92% | 2.30% | 23:00 | 16:38 | 19:09 | 22:03 | 23:59 | 36:04 | 04:50 | 03:34 |
 | Aghanim's Shard | 171 | 85.50% | 93.1 | 54.39% | +26.80% | -0.90% | -7.88% | -0.95% | 22:00 | 15:01 | 17:45 | 20:51 | 25:07 | 45:48 | 07:22 | 05:27 |
 | Refresher Orb | 25 | 12.50% | 91.4 | 68.00% | +20.00% | -18.00% | +15.33% | 5.59% | 34:15 | 26:59 | 31:45 | 34:01 | 37:43 | 41:23 | 05:58 | 04:25 |
 | Magic Stick | 172 | 86.00% | 89.7 | 52.91% | +17.20% | +0.58% | -1.75% | -0.32% | 04:41 | -01:29 | -01:16 | 03:58 | 08:30 | 20:11 | 09:46 | 07:14 |
 | Wind Lace | 189 | 94.50% | 87.9 | 51.85% | +24.58% | +1.34% | -7.17% | -1.98% | 08:13 | -01:29 | 05:32 | 07:48 | 09:50 | 37:47 | 04:18 | 03:11 |
 | Tranquil Boots | 187 | 93.50% | 86.2 | 51.87% | +21.10% | -2.93% | -7.19% | -1.11% | 10:16 | 03:14 | 07:33 | 09:40 | 11:24 | 38:21 | 03:51 | 02:51 |
 | Boots of Speed | 198 | 99.00% | 84.5 | 50.51% | +0.51% | +5.49% | -3.57% | -2.38% | 07:02 | -01:29 | 05:13 | 07:05 | 09:01 | 15:34 | 03:48 | 02:48 |
 | Magic Wand | 136 | 68.00% | 82.8 | 52.21% | +5.33% | +3.67% | -8.09% | -2.83% | 10:45 | -01:28 | 08:16 | 10:32 | 12:25 | 39:11 | 04:09 | 03:04 |
 | Ring of Basilius | 32 | 16.00% | 81.0 | 59.38% | +10.57% | +3.12% | +3.12% | 0.00% | 15:41 | -01:29 | 10:21 | 13:11 | 24:03 | 30:07 | 13:42 | 10:08 |
 | Force Staff | 24 | 12.00% | 79.3 | 62.50% | +13.64% | -12.50% | -12.50% | 0.00% | 25:33 | 12:35 | 19:11 | 25:18 | 27:55 | 44:51 | 08:44 | 06:28 |
 | Wraith Pact | 7 | 3.50% | 77.6 | 85.71% | +36.49% | -35.71% | +14.29% | 0.00% | 27:16 | 21:25 | 24:03 | 27:39 | 28:34 | 33:55 | 04:31 | 03:20 |
 | Headdress | 49 | 24.50% | 75.9 | 53.06% | +3.39% | +5.27% | +5.27% | 0.00% | 04:53 | -01:29 | -01:29 | -01:29 | 03:58 | 34:23 | 05:27 | 04:02 |
 | Fluffy Hat | 49 | 24.50% | 74.1 | 53.06% | +3.39% | -19.73% | +5.27% | 2.04% | 19:13 | -01:29 | 12:18 | 18:27 | 24:35 | 44:51 | 12:17 | 09:05 |
 | Spirit Vessel | 49 | 24.50% | 72.4 | 51.02% | +0.69% | -1.02% | +7.31% | 1.45% | 18:53 | 08:58 | 15:42 | 17:55 | 21:27 | 40:26 | 05:45 | 04:15 |
 | Ring of Protection | 80 | 40.00% | 70.7 | 46.25% | -7.08% | -11.25% | +8.75% | 2.01% | 06:43 | -01:29 | -01:28 | 06:22 | 11:25 | 28:59 | 12:53 | 09:32 |
 | Shiva's Guard | 16 | 8.00% | 69.0 | 62.50% | +13.04% | +12.50% | +12.50% | 0.00% | 32:19 | 20:56 | 24:44 | 33:05 | 36:43 | 48:28 | 11:59 | 08:52 |
 | Holy Locket | 12 | 6.00% | 67.2 | 66.67% | +17.20% | +33.33% | -66.67% | -17.65% | 26:07 | 17:04 | 21:31 | 24:10 | 27:11 | 40:29 | 05:40 | 04:11 |
 | Urn of Shadows | 68 | 34.00% | 65.5 | 44.12% | -9.67% | -20.59% | +14.70% | 6.28% | 09:40 | 03:43 | 06:49 | 09:27 | 12:26 | 17:18 | 05:37 | 04:09 |
 | Vladmir's Offering | 11 | 5.50% | 63.8 | 63.64% | +13.90% | +3.03% | +3.03% | 0.00% | 25:07 | 16:16 | 19:25 | 26:27 | 28:59 | 32:04 | 09:34 | 07:05 |
 | Buckler | 11 | 5.50% | 62.1 | 63.64% | +13.90% | +36.36% | -30.31% | -5.26% | 20:56 | 12:22 | 13:19 | 22:45 | 26:00 | 28:59 | 12:41 | 09:23 |
 | Morbid Mask | 11 | 5.50% | 60.3 | 63.64% | +13.90% | +36.36% | +3.03% | -2.82% | 24:16 | 14:55 | 17:10 | 26:03 | 28:59 | 31:53 | 11:49 | 08:45 |
 | Crown | 16 | 8.00% | 58.6 | 56.25% | +6.25% | -31.25% | +18.75% | 8.98% | 16:31 | 08:33 | 12:56 | 14:29 | 18:30 | 30:07 | 05:34 | 04:07 |
 | Lotus Orb | 9 | 4.50% | 56.9 | 66.67% | +16.93% | -16.67% | -16.67% | 0.00% | 31:27 | 20:05 | 24:38 | 32:15 | 36:08 | 37:02 | 11:30 | 08:31 |
 | Sange | 9 | 4.50% | 55.2 | 66.67% | +16.93% | -16.67% | -16.67% | 0.00% | 23:04 | 13:06 | 16:43 | 20:26 | 26:12 | 41:30 | 09:29 | 07:01 |
 | Hood of Defiance | 3 | 1.50% | 53.4 | 100.00% | +50.25% | 0.00% | 0.00% | 0.00% | 18:27 | 12:20 | 12:20 | 21:19 | 21:42 | 21:42 | 09:22 | 06:56 |
 | Pipe of Insight | 3 | 1.50% | 51.7 | 100.00% | +50.25% | 0.00% | 0.00% | 0.00% | 21:34 | 17:08 | 17:08 | 22:43 | 24:52 | 24:52 | 07:44 | 05:43 |
 | Black King Bar | 12 | 6.00% | 50.0 | 58.33% | +8.33% | -25.00% | +41.67% | 12.46% | 28:28 | 17:38 | 22:55 | 24:17 | 28:16 | 59:52 | 05:21 | 03:57 |
 | Veil of Discord | 15 | 7.50% | 48.3 | 53.33% | +3.06% | -28.33% | +21.67% | 8.43% | 18:58 | 08:53 | 15:26 | 18:40 | 21:22 | 30:08 | 05:56 | 04:23 |
 | Heaven's Halberd | 6 | 3.00% | 46.6 | 66.67% | +16.67% | -16.67% | -66.67% | 0.00% | 25:35 | 19:54 | 22:57 | 25:00 | 27:50 | 31:40 | 04:53 | 03:37 |
 | Hand of Midas | 5 | 2.50% | 44.8 | 60.00% | +9.74% | +40.00% | +40.00% | 0.00% | 15:08 | 11:12 | 11:12 | 13:35 | 18:15 | 20:31 | 07:03 | 05:13 |
 | Null Talisman | 3 | 1.50% | 43.1 | 66.67% | +16.42% | +33.33% | 0.00% | 0.00% | 03:14 | 01:46 | 01:46 | 02:01 | 05:54 | 05:54 | 04:08 | 03:03 |
 | Bracer | 13 | 6.50% | 41.4 | 30.77% | -21.10% | +2.56% | -30.77% | -33.33% | 00:18 | -01:29 | -01:29 | -01:28 | 01:24 | 08:45 | 02:53 | 02:08 |
 | Ghost Scepter | 8 | 4.00% | 39.7 | 37.50% | -13.54% | +12.50% | -37.50% | 0.00% | 33:00 | 21:54 | 23:54 | 32:38 | 36:50 | 42:41 | 12:56 | 09:34 |
 | Arcane Boots | 4 | 2.00% | 37.9 | 50.00% | -0.51% | +50.00% | -50.00% | 0.00% | 29:43 | 15:48 | 15:48 | 20:42 | 35:16 | 47:06 | 19:28 | 14:25 |
 | Kaya | 4 | 2.00% | 36.2 | 50.00% | -0.51% | +50.00% | -50.00% | 0.00% | 24:46 | 14:19 | 14:19 | 19:41 | 21:54 | 43:10 | 07:35 | 05:37 |
 | Ethereal Blade | 1 | 0.50% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.50% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 00:00 | 00:00 |
 | Bottle | 1 | 0.50% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.50% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 00:00 |
 | Glimmer Cape | 6 | 3.00% | 27.6 | 33.33% | -17.70% | -33.33% | -33.33% | 0.00% | 28:15 | 21:26 | 26:35 | 27:16 | 28:20 | 37:35 | 01:45 | 01:17 |
 | Mekansm | 2 | 1.00% | 25.9 | 50.00% | -0.51% | +50.00% | 0.00% | 0.00% | 19:53 | 17:09 | 17:09 | 22:36 | 22:36 | 22:36 | 05:27 | 04:02 |
 | Drum of Endurance | 2 | 1.00% | 24.1 | 50.00% | -0.51% | +50.00% | 0.00% | 0.00% | 29:07 | 27:18 | 27:18 | 30:55 | 30:55 | 30:55 | 03:37 | 02:40 |
 | Chainmail | 2 | 1.00% | 22.4 | 50.00% | -0.51% | +50.00% | 0.00% | 0.00% | 18:19 | 15:05 | 15:05 | 21:33 | 21:33 | 21:33 | 06:28 | 04:47 |
 | Aghanim's Scepter | 2 | 1.00% | 20.7 | 50.00% | -0.51% | -50.00% | 0.00% | 0.00% | 45:48 | 41:51 | 41:51 | 49:45 | 49:45 | 49:45 | 07:54 | 05:51 |
 | Kaya and Sange | 2 | 1.00% | 19.0 | 50.00% | -0.51% | +50.00% | 0.00% | 0.00% | 30:50 | 19:57 | 19:57 | 41:43 | 41:43 | 41:43 | 21:46 | 16:07 |
 | Quelling Blade | 9 | 4.50% | 17.2 | 22.22% | -29.61% | -22.22% | +27.78% | 0.00% | 01:00 | -01:29 | -01:29 | -01:29 | -01:28 | 10:14 | 00:01 | 00:00 |
 | Blink Dagger | 3 | 1.50% | 15.5 | 33.33% | -17.43% | -33.33% | 0.00% | 0.00% | 33:17 | 23:24 | 23:24 | 35:05 | 41:23 | 41:23 | 17:59 | 13:19 |
 | Scythe of Vyse | 6 | 3.00% | 13.8 | 16.67% | -34.88% | -16.67% | -16.67% | 0.00% | 34:40 | 23:02 | 27:37 | 37:41 | 39:31 | 41:25 | 11:54 | 08:48 |
 | Crimson Guard | 1 | 0.50% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.50% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.50% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 22:12 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.50% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.50% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.50% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.50% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 00:00 | 00:00 |