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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 | |
 | Bottle | 66 | 81.48% | 100.0 | 63.64% | +30.31% | -4.82% | +5.11% | 9.93% | 01:48 | 00:04 | 01:26 | 01:43 | 02:04 | 05:32 | 00:38 | 00:28 |
 | Magic Wand | 70 | 86.42% | 98.6 | 61.43% | +25.07% | +10.79% | +3.28% | -2.13% | 05:26 | -01:29 | 03:35 | 04:58 | 07:07 | 15:31 | 03:32 | 02:37 |
 | Bracer | 61 | 75.31% | 97.1 | 62.30% | +17.30% | -15.63% | +17.70% | 18.69% | 03:37 | -01:29 | 02:47 | 03:32 | 04:34 | 07:30 | 01:47 | 01:19 |
 | Crystalys | 38 | 46.91% | 95.7 | 65.79% | +14.63% | -5.79% | -10.23% | -0.42% | 29:56 | 15:38 | 24:22 | 30:02 | 34:52 | 47:59 | 10:30 | 07:46 |
 | Magic Stick | 73 | 90.12% | 94.3 | 60.27% | +22.77% | -4.71% | +0.84% | 2.47% | 03:19 | -01:29 | 02:09 | 02:51 | 04:24 | 10:40 | 02:15 | 01:40 |
 | Manta Style | 37 | 45.68% | 92.9 | 64.86% | +12.59% | +35.14% | -20.42% | -9.03% | 24:47 | 17:04 | 21:05 | 22:58 | 27:14 | 39:19 | 06:09 | 04:33 |
 | Echo Sabre | 75 | 92.59% | 91.4 | 58.67% | +8.67% | +9.75% | -11.30% | -6.48% | 13:59 | 09:31 | 12:06 | 14:03 | 15:21 | 18:10 | 03:15 | 02:24 |
 | Boots of Speed | 81 | 100.00% | 90.0 | 58.02% | +58.02% | +11.98% | +1.98% | -5.61% | 05:13 | 01:41 | 04:20 | 05:09 | 06:07 | 08:55 | 01:47 | 01:19 |
 | Power Treads | 71 | 87.65% | 88.6 | 57.75% | -2.25% | +3.36% | -2.19% | -2.87% | 08:45 | 05:50 | 07:26 | 08:29 | 09:22 | 16:44 | 01:56 | 01:25 |
 | Yasha | 39 | 48.15% | 87.1 | 61.54% | +6.78% | +28.46% | -1.54% | -4.90% | 20:38 | 12:43 | 17:03 | 19:38 | 23:10 | 31:42 | 06:07 | 04:31 |
 | Silver Edge | 10 | 12.35% | 85.7 | 80.00% | +25.07% | -13.33% | +20.00% | 2.43% | 32:10 | 22:51 | 26:28 | 28:12 | 40:11 | 41:18 | 13:43 | 10:09 |
 | Shadow Blade | 10 | 12.35% | 84.3 | 80.00% | +25.07% | -13.33% | +20.00% | 2.48% | 31:44 | 22:51 | 26:02 | 27:32 | 39:27 | 41:06 | 13:25 | 09:56 |
 | Desolator | 32 | 39.51% | 82.9 | 62.50% | +7.40% | +25.00% | -37.50% | -12.06% | 23:30 | 17:26 | 19:11 | 21:25 | 24:22 | 52:09 | 05:11 | 03:50 |
 | Nullifier | 12 | 14.81% | 81.4 | 75.00% | +19.93% | +25.00% | -8.33% | -2.06% | 36:34 | 25:57 | 27:45 | 33:17 | 43:58 | 53:15 | 16:13 | 12:00 |
 | Helm of Iron Will | 12 | 14.81% | 80.0 | 75.00% | +19.93% | +25.00% | -8.33% | -1.84% | 35:22 | 23:24 | 25:31 | 32:56 | 43:40 | 52:55 | 18:09 | 13:26 |
 | Blight Stone | 33 | 40.74% | 78.6 | 60.61% | +4.36% | +26.89% | +1.89% | -6.58% | 17:16 | 06:16 | 14:20 | 16:10 | 18:08 | 52:09 | 03:48 | 02:48 |
 | Diadem | 18 | 22.22% | 77.1 | 66.67% | +11.11% | -26.67% | -16.67% | 0.42% | 29:33 | 07:09 | 20:12 | 27:48 | 44:12 | 46:58 | 24:00 | 17:46 |
 | Black King Bar | 20 | 24.69% | 75.7 | 65.00% | +9.26% | +15.00% | -5.00% | -2.09% | 34:21 | 22:36 | 28:22 | 29:56 | 37:55 | 59:23 | 09:33 | 07:04 |
 | Linken's Sphere | 19 | 23.46% | 74.3 | 63.16% | +6.71% | -3.16% | -3.16% | 0.00% | 31:41 | 22:49 | 28:17 | 30:31 | 33:32 | 45:02 | 05:15 | 03:53 |
 | Dagon | 6 | 7.41% | 72.9 | 83.33% | +27.33% | -33.33% | +16.67% | 3.35% | 23:37 | 10:28 | 15:29 | 23:44 | 30:24 | 31:31 | 14:55 | 11:02 |
 | Quelling Blade | 52 | 64.20% | 71.4 | 50.00% | -22.41% | -3.85% | -11.54% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:14 | 00:00 | 00:00 |
 | Daedalus | 21 | 25.93% | 70.0 | 57.14% | -1.19% | +22.86% | -17.14% | -4.10% | 36:11 | 23:25 | 30:24 | 35:12 | 40:10 | 59:27 | 09:46 | 07:14 |
 | Cornucopia | 19 | 23.46% | 68.6 | 57.89% | -0.17% | -17.89% | +2.11% | 2.54% | 29:08 | 19:54 | 23:47 | 28:34 | 31:40 | 44:50 | 07:53 | 05:50 |
 | Ghost Scepter | 3 | 3.70% | 67.1 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 30:06 | 19:47 | 19:47 | 34:57 | 35:33 | 35:33 | 15:46 | 11:40 |
 | Dagon (level 4) | 3 | 3.70% | 65.7 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 32:49 | 27:39 | 27:39 | 33:43 | 37:05 | 37:05 | 09:26 | 06:59 |
 | Boots of Travel | 9 | 11.11% | 64.3 | 66.67% | +9.73% | +33.33% | -66.67% | -8.19% | 42:10 | 32:44 | 33:43 | 41:59 | 45:56 | 57:09 | 12:13 | 09:02 |
 | Harpoon | 12 | 14.81% | 62.9 | 58.33% | +0.36% | -58.33% | +8.34% | 3.29% | 34:27 | 15:09 | 24:27 | 32:30 | 44:42 | 46:19 | 20:15 | 15:00 |
 | Aghanim's Scepter | 13 | 16.05% | 61.4 | 46.15% | -14.14% | +53.85% | -46.15% | -12.24% | 30:30 | 18:43 | 24:47 | 31:45 | 32:57 | 45:20 | 08:10 | 06:02 |
 | Dagon (level 5) | 2 | 2.47% | 60.0 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 34:01 | 30:56 | 30:56 | 37:05 | 37:05 | 37:05 | 06:09 | 04:33 |
 | Dagon (level 3) | 2 | 2.47% | 58.6 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 20:24 | 13:43 | 13:43 | 27:04 | 27:04 | 27:04 | 13:21 | 09:53 |
 | Dagon (level 2) | 2 | 2.47% | 57.1 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 18:48 | 12:06 | 12:06 | 25:30 | 25:30 | 25:30 | 13:24 | 09:55 |
 | Ethereal Blade | 2 | 2.47% | 55.7 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 29:58 | 22:55 | 22:55 | 37:00 | 37:00 | 37:00 | 14:05 | 10:25 |
 | Satanic | 2 | 2.47% | 54.3 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 41:43 | 36:46 | 36:46 | 46:40 | 46:40 | 46:40 | 09:54 | 07:20 |
 | Wind Lace | 2 | 2.47% | 52.9 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 32:44 | 18:08 | 18:08 | 47:20 | 47:20 | 47:20 | 29:12 | 21:37 |
 | Eul's Scepter of Divinity | 2 | 2.47% | 51.4 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 33:03 | 18:31 | 18:31 | 47:35 | 47:35 | 47:35 | 29:04 | 21:31 |
 | Morbid Mask | 2 | 2.47% | 50.0 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 39:26 | 32:30 | 32:30 | 46:22 | 46:22 | 46:22 | 13:52 | 10:16 |
 | Kaya | 7 | 8.64% | 48.6 | 57.14% | -0.97% | -7.14% | -7.14% | 0.00% | 25:20 | 13:26 | 15:55 | 17:35 | 32:32 | 46:48 | 16:37 | 12:18 |
 | Eye of Skadi | 7 | 8.64% | 47.1 | 57.14% | -0.97% | +42.86% | -57.14% | -14.46% | 30:59 | 22:29 | 27:19 | 31:32 | 34:14 | 36:13 | 06:55 | 05:07 |
 | Aghanim's Shard | 5 | 6.17% | 45.7 | 60.00% | +2.11% | -60.00% | -60.00% | 0.00% | 46:00 | 38:52 | 38:52 | 41:16 | 48:12 | 60:54 | 09:20 | 06:54 |
 | Wraith Band | 9 | 11.11% | 44.3 | 44.44% | -15.28% | -44.44% | +55.56% | 39.74% | 03:39 | 01:41 | 02:11 | 03:44 | 04:42 | 05:53 | 02:31 | 01:51 |
 | Void Stone | 9 | 11.11% | 42.9 | 44.44% | -15.28% | +55.56% | +5.56% | -7.32% | 36:48 | 18:14 | 33:35 | 36:53 | 40:25 | 46:39 | 06:50 | 05:03 |
 | Chainmail | 3 | 3.70% | 41.4 | 66.67% | +8.98% | +33.33% | 0.00% | 0.00% | 10:04 | 05:55 | 05:55 | 10:37 | 13:39 | 13:39 | 07:44 | 05:43 |
 | Boots of Travel 2 | 3 | 3.70% | 40.0 | 66.67% | +8.98% | +33.33% | 0.00% | 0.00% | 54:41 | 48:35 | 48:35 | 51:52 | 1:03:36 | 1:03:36 | 15:01 | 11:07 |
 | Sange | 7 | 8.64% | 38.6 | 42.86% | -16.60% | -42.86% | -42.86% | 0.00% | 29:30 | 19:56 | 23:19 | 24:40 | 28:36 | 45:35 | 05:17 | 03:54 |
 | Blink Dagger | 4 | 4.94% | 37.1 | 50.00% | -8.44% | -50.00% | -50.00% | 0.00% | 35:50 | 27:04 | 27:04 | 33:14 | 41:15 | 41:45 | 14:11 | 10:30 |
 | Sange and Yasha | 1 | 1.23% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:34 | 26:34 | 26:34 | 26:34 | 26:34 | 26:34 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.23% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.23% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.23% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 14:40 | 00:00 | 00:00 |
 | Kaya and Sange | 5 | 6.17% | 30.0 | 40.00% | -19.21% | -40.00% | -40.00% | 0.00% | 29:38 | 20:12 | 20:12 | 25:08 | 32:33 | 46:58 | 12:21 | 09:08 |
 | Scythe of Vyse | 5 | 6.17% | 28.6 | 40.00% | -19.21% | +60.00% | +60.00% | 0.00% | 40:36 | 35:17 | 35:17 | 39:45 | 46:03 | 46:39 | 10:46 | 07:58 |
 | Heaven's Halberd | 2 | 2.47% | 27.1 | 50.00% | -8.23% | +50.00% | 0.00% | 0.00% | 37:16 | 32:50 | 32:50 | 41:41 | 41:41 | 41:41 | 08:51 | 06:33 |
 | Phase Boots | 2 | 2.47% | 25.7 | 50.00% | -8.23% | +50.00% | 0.00% | 0.00% | 09:12 | 07:23 | 07:23 | 11:01 | 11:01 | 11:01 | 03:38 | 02:41 |
 | Hand of Midas | 2 | 2.47% | 24.3 | 50.00% | -8.23% | -50.00% | 0.00% | 0.00% | 18:17 | 15:30 | 15:30 | 21:03 | 21:03 | 21:03 | 05:33 | 04:06 |
 | Divine Rapier | 2 | 2.47% | 22.9 | 50.00% | -8.23% | -50.00% | 0.00% | 0.00% | 58:53 | 46:00 | 46:00 | 1:11:45 | 1:11:45 | 1:11:45 | 25:45 | 19:04 |
 | Orchid Malevolence | 2 | 2.47% | 21.4 | 50.00% | -8.23% | -50.00% | 0.00% | 0.00% | 26:11 | 23:39 | 23:39 | 28:42 | 28:42 | 28:42 | 05:03 | 03:44 |
 | Mage Slayer | 2 | 2.47% | 20.0 | 50.00% | -8.23% | +50.00% | 0.00% | 0.00% | 31:41 | 25:36 | 25:36 | 37:45 | 37:45 | 37:45 | 12:09 | 09:00 |
 | Octarine Core | 3 | 3.70% | 18.6 | 33.33% | -25.64% | +66.67% | 0.00% | 0.00% | 37:57 | 34:01 | 34:01 | 38:46 | 41:05 | 41:05 | 07:04 | 05:14 |
 | Ring of Health | 3 | 3.70% | 17.1 | 33.33% | -25.64% | +66.67% | 0.00% | 0.00% | 35:54 | 28:32 | 28:32 | 38:46 | 40:25 | 40:25 | 11:53 | 08:48 |
 | Ring of Basilius | 1 | 1.23% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:08 | 08:08 | 08:08 | 08:08 | 08:08 | 08:08 | 00:00 | 00:00 |
 | Javelin | 2 | 2.47% | 14.3 | 0.00% | -59.49% | 0.00% | 0.00% | 0.00% | 40:01 | 38:44 | 38:44 | 41:17 | 41:17 | 41:17 | 02:33 | 01:53 |
 | Urn of Shadows | 1 | 1.23% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.23% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 |
 | Crown | 1 | 1.23% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 00:00 | 00:00 |
 | Buckler | 1 | 1.23% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.23% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:51 | 44:51 | 44:51 | 44:51 | 44:51 | 44:51 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.23% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 2.47% | 4.3 | 0.00% | -59.49% | 0.00% | 0.00% | 0.00% | 18:40 | 00:58 | 00:58 | 36:21 | 36:21 | 36:21 | 35:23 | 26:12 |
 | Monkey King Bar | 2 | 2.47% | 2.9 | 0.00% | -59.49% | 0.00% | 0.00% | 0.00% | 40:41 | 38:48 | 38:48 | 42:33 | 42:33 | 42:33 | 03:45 | 02:46 |
 | Veil of Discord | 1 | 1.23% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:25 | 10:25 | 10:25 | 10:25 | 10:25 | 10:25 | 00:00 | 00:00 |