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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 | 209 | 45.73% | 100.0 | 59.81% | +30.37% | -2.12% | +1.73% | 0.45% | 21:26 | 08:57 | 15:53 | 18:40 | 24:22 | 1:03:36 | 08:29 | 06:17 |
 | Aether Lens | 194 | 42.45% | 98.1 | 59.28% | +27.72% | +3.99% | -7.20% | -1.50% | 22:06 | 09:37 | 17:29 | 20:15 | 24:58 | 1:03:36 | 07:29 | 05:32 |
 | Arcane Boots | 185 | 40.48% | 96.3 | 58.92% | +26.20% | -4.57% | -11.09% | -1.23% | 12:43 | 05:28 | 09:25 | 11:57 | 14:42 | 39:00 | 05:17 | 03:54 |
 | Aghanim's Shard | 179 | 39.17% | 94.4 | 58.66% | +25.21% | +8.01% | -18.66% | -3.74% | 26:40 | 20:00 | 21:48 | 25:13 | 28:56 | 1:05:03 | 07:08 | 05:17 |
 | Force Staff | 72 | 15.75% | 92.6 | 58.33% | +17.81% | -2.77% | +2.78% | 0.55% | 27:31 | 14:36 | 22:00 | 27:08 | 32:02 | 46:00 | 10:02 | 07:25 |
 | Blink Dagger | 64 | 14.00% | 90.7 | 57.81% | +16.84% | -1.56% | -1.56% | 0.00% | 31:26 | 18:25 | 25:29 | 30:09 | 35:45 | 54:14 | 10:16 | 07:36 |
 | Glimmer Cape | 118 | 25.82% | 88.9 | 53.39% | +13.57% | -3.39% | +5.23% | 0.99% | 27:38 | 13:20 | 22:28 | 26:26 | 31:11 | 49:45 | 08:43 | 06:27 |
 | Crown | 31 | 6.78% | 87.0 | 64.52% | +22.74% | +10.48% | -2.02% | -0.98% | 22:02 | 08:15 | 14:37 | 20:21 | 27:25 | 46:33 | 12:48 | 09:28 |
 | Fluffy Hat | 87 | 19.04% | 85.2 | 54.02% | +13.21% | -4.02% | +14.16% | 1.68% | 17:07 | -01:29 | 11:44 | 15:22 | 22:32 | 44:41 | 10:48 | 08:00 |
 | Aghanim's Scepter | 67 | 14.66% | 83.3 | 55.22% | +13.94% | -19.93% | +21.25% | 4.17% | 33:26 | 21:03 | 27:12 | 31:33 | 37:04 | 59:35 | 09:52 | 07:18 |
 | Headdress | 8 | 1.75% | 81.5 | 87.50% | +44.96% | +12.50% | +12.50% | 0.00% | 20:11 | 01:21 | 11:19 | 14:35 | 25:34 | 49:33 | 14:15 | 10:33 |
 | Buckler | 8 | 1.75% | 79.6 | 87.50% | +44.96% | +12.50% | -37.50% | 0.00% | 29:48 | 14:10 | 18:54 | 24:08 | 33:08 | 52:33 | 14:14 | 10:32 |
 | Chainmail | 29 | 6.35% | 77.8 | 62.07% | +20.01% | -4.93% | +9.36% | 1.11% | 20:57 | 09:32 | 12:48 | 17:39 | 25:40 | 49:33 | 12:52 | 09:31 |
 | Boots of Speed | 457 | 100.00% | 75.9 | 43.33% | +43.33% | +5.79% | -5.61% | -3.24% | 05:30 | -01:29 | 03:50 | 05:33 | 07:21 | 13:28 | 03:31 | 02:36 |
 | Magic Stick | 414 | 90.59% | 74.1 | 42.75% | -6.09% | +2.44% | -3.92% | -1.04% | 04:05 | -01:29 | 01:03 | 03:06 | 07:11 | 20:54 | 06:08 | 04:32 |
 | Magic Wand | 309 | 67.61% | 72.2 | 43.04% | -0.88% | -0.18% | +6.31% | 1.37% | 10:18 | 00:35 | 07:27 | 10:11 | 12:12 | 30:14 | 04:45 | 03:31 |
 | Mekansm | 7 | 1.53% | 70.4 | 85.71% | +43.04% | +14.29% | +14.29% | 0.00% | 25:59 | 15:49 | 18:10 | 21:30 | 27:53 | 49:33 | 09:43 | 07:11 |
 | Aeon Disk | 19 | 4.16% | 68.5 | 63.16% | +20.69% | -23.16% | +36.84% | 4.39% | 44:01 | 29:56 | 36:01 | 45:07 | 49:41 | 59:23 | 13:40 | 10:07 |
 | Ghost Scepter | 90 | 19.69% | 66.7 | 46.67% | +4.16% | -11.89% | +12.42% | 1.57% | 26:20 | 06:59 | 18:35 | 25:46 | 34:04 | 1:01:00 | 15:29 | 11:28 |
 | Ring of Basilius | 143 | 31.29% | 64.8 | 44.06% | +1.07% | +5.94% | -5.17% | -1.81% | 05:58 | -01:29 | 02:18 | 04:16 | 08:27 | 46:13 | 06:09 | 04:33 |
 | Scythe of Vyse | 13 | 2.84% | 63.0 | 69.23% | +26.66% | -2.56% | -2.56% | 0.00% | 45:19 | 31:40 | 34:48 | 45:56 | 51:04 | 59:42 | 16:16 | 12:02 |
 | Wind Lace | 327 | 71.55% | 61.1 | 40.06% | -11.48% | -2.26% | +7.50% | 1.34% | 11:32 | -01:29 | 06:35 | 10:07 | 13:53 | 46:33 | 07:18 | 05:24 |
 | Blight Stone | 24 | 5.25% | 59.3 | 58.33% | +15.84% | +8.34% | +8.34% | 0.00% | 19:19 | -01:29 | 11:39 | 17:53 | 22:26 | 46:33 | 10:47 | 07:59 |
 | Medallion of Courage | 22 | 4.81% | 57.4 | 59.09% | +16.56% | +7.58% | +0.91% | -0.53% | 21:20 | 09:33 | 13:27 | 18:32 | 26:02 | 46:36 | 12:35 | 09:19 |
 | Ring of Protection | 18 | 3.94% | 55.6 | 61.11% | +18.51% | +18.89% | +13.89% | -0.35% | 17:43 | -01:29 | 09:03 | 16:19 | 23:24 | 52:33 | 14:21 | 10:37 |
 | Solar Crest | 18 | 3.94% | 53.7 | 61.11% | +18.51% | -1.11% | -11.11% | -0.62% | 29:26 | 16:10 | 21:00 | 23:59 | 37:15 | 53:25 | 16:15 | 12:02 |
 | Tranquil Boots | 267 | 58.42% | 51.9 | 38.95% | -10.52% | +1.35% | +7.32% | 0.93% | 14:22 | 03:31 | 10:02 | 12:28 | 16:27 | 48:29 | 06:25 | 04:45 |
 | Guardian Greaves | 4 | 0.88% | 50.0 | 100.00% | +57.17% | 0.00% | 0.00% | 0.00% | 34:11 | 19:49 | 19:49 | 30:44 | 33:08 | 53:03 | 13:19 | 09:51 |
 | Octarine Core | 10 | 2.19% | 48.1 | 70.00% | +27.27% | -3.33% | +30.00% | 0.00% | 48:13 | 30:07 | 36:19 | 50:44 | 54:02 | 1:08:17 | 17:43 | 13:07 |
 | Veil of Discord | 12 | 2.63% | 46.3 | 58.33% | +15.41% | +41.67% | -25.00% | 0.00% | 19:57 | 11:12 | 13:26 | 14:56 | 25:09 | 41:55 | 11:43 | 08:40 |
 | Null Talisman | 28 | 6.13% | 44.4 | 39.29% | -4.30% | +17.85% | -10.72% | -6.94% | 04:10 | -01:29 | 01:33 | 02:01 | 05:40 | 17:26 | 04:07 | 03:02 |
 | Ring of Health | 6 | 1.31% | 42.6 | 66.67% | +23.65% | -16.67% | -66.67% | 0.00% | 34:28 | 24:31 | 27:49 | 31:41 | 38:37 | 49:18 | 10:48 | 08:00 |
 | Ethereal Blade | 20 | 4.38% | 40.7 | 40.00% | -3.48% | +40.00% | 0.00% | -5.12% | 24:05 | 14:28 | 15:30 | 18:41 | 23:19 | 45:26 | 07:49 | 05:47 |
 | Lotus Orb | 4 | 0.88% | 38.9 | 75.00% | +31.95% | +25.00% | +25.00% | 0.00% | 32:07 | 24:44 | 24:44 | 29:32 | 35:18 | 38:52 | 10:34 | 07:49 |
 | Drum of Endurance | 2 | 0.44% | 37.0 | 100.00% | +56.92% | 0.00% | 0.00% | 0.00% | 21:26 | 17:34 | 17:34 | 25:17 | 25:17 | 25:17 | 07:43 | 05:42 |
 | Aghanim's Blessing | 2 | 0.44% | 35.2 | 100.00% | +56.92% | 0.00% | 0.00% | 0.00% | 1:01:35 | 60:34 | 60:34 | 1:02:36 | 1:02:36 | 1:02:36 | 02:02 | 01:30 |
 | Morbid Mask | 3 | 0.66% | 33.3 | 66.67% | +23.50% | +33.33% | 0.00% | 0.00% | 34:06 | 27:17 | 27:17 | 28:47 | 46:13 | 46:13 | 18:56 | 14:01 |
 | Urn of Shadows | 7 | 1.53% | 31.5 | 42.86% | -0.47% | +57.14% | -42.86% | 0.00% | 14:38 | 05:31 | 10:55 | 13:00 | 16:52 | 23:24 | 05:57 | 04:24 |
 | Necronomicon (level 3) | 1 | 0.22% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Necronomicon (level 2) | 1 | 0.22% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.22% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.22% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.22% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.22% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.22% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 37:09 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.22% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 00:00 | 00:00 |
 | Bottle | 16 | 3.50% | 14.8 | 25.00% | -18.99% | 0.00% | +25.00% | 25.00% | 02:54 | 00:27 | 02:16 | 02:50 | 03:11 | 05:03 | 00:55 | 00:40 |
 | Quelling Blade | 14 | 3.06% | 13.0 | 21.43% | -22.59% | +3.57% | +11.90% | 1.68% | 13:25 | 09:04 | 11:17 | 12:59 | 16:15 | 17:49 | 04:58 | 03:40 |
 | Necronomicon | 2 | 0.44% | 11.1 | 50.00% | +6.70% | +50.00% | 0.00% | 0.00% | 10:21 | 09:29 | 09:29 | 11:13 | 11:13 | 11:13 | 01:44 | 01:17 |
 | Eul's Scepter of Divinity | 2 | 0.44% | 9.3 | 50.00% | +6.70% | +50.00% | 0.00% | 0.00% | 30:09 | 26:25 | 26:25 | 33:53 | 33:53 | 33:53 | 07:28 | 05:31 |
 | Black King Bar | 3 | 0.66% | 7.4 | 33.33% | -10.06% | -33.33% | 0.00% | 0.00% | 38:36 | 27:48 | 27:48 | 40:21 | 47:39 | 47:39 | 19:51 | 14:42 |
 | Kaya | 1 | 0.22% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.22% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Bracer | 2 | 0.44% | 1.9 | 0.00% | -43.52% | 0.00% | 0.00% | 0.00% | 07:08 | 01:15 | 01:15 | 13:01 | 13:01 | 13:01 | 11:46 | 08:42 |