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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 | |
 | Boots of Travel | 9 | 5.52% | 100.0 | 100.00% | +48.70% | 0.00% | 0.00% | 0.00% | 37:35 | 27:04 | 27:09 | 39:58 | 42:31 | 47:51 | 15:22 | 11:22 |
 | Linken's Sphere | 49 | 30.06% | 98.6 | 73.47% | +27.86% | +9.86% | -15.14% | -2.95% | 31:43 | 20:05 | 27:25 | 31:42 | 35:54 | 53:19 | 08:29 | 06:17 |
 | Eye of Skadi | 14 | 8.59% | 97.3 | 85.71% | +34.70% | -10.71% | -19.04% | -0.71% | 37:06 | 27:54 | 30:42 | 32:44 | 42:30 | 59:44 | 11:48 | 08:44 |
 | Cornucopia | 56 | 34.36% | 95.9 | 69.64% | +23.85% | +1.79% | -12.50% | -1.48% | 31:15 | 06:42 | 26:15 | 31:01 | 35:53 | 53:19 | 09:38 | 07:08 |
 | Harpoon | 20 | 12.27% | 94.6 | 80.00% | +29.65% | 0.00% | -20.00% | -3.31% | 38:41 | 22:09 | 35:37 | 37:57 | 41:40 | 50:43 | 06:03 | 04:28 |
 | Diadem | 19 | 11.66% | 93.2 | 78.95% | +28.26% | -18.95% | +21.05% | 7.38% | 34:45 | 09:33 | 34:18 | 36:28 | 39:43 | 44:53 | 05:25 | 04:00 |
 | Manta Style | 119 | 73.01% | 91.9 | 60.50% | +24.14% | +12.83% | -7.17% | -6.67% | 22:23 | 17:49 | 20:32 | 22:00 | 23:32 | 35:16 | 03:00 | 02:13 |
 | Morbid Mask | 6 | 3.68% | 90.5 | 100.00% | +47.77% | 0.00% | 0.00% | 0.00% | 34:39 | 22:38 | 28:55 | 34:24 | 40:46 | 41:20 | 11:51 | 08:46 |
 | Yasha | 124 | 76.07% | 89.2 | 58.06% | +17.03% | +3.23% | -3.22% | -2.13% | 18:35 | 12:51 | 16:24 | 17:40 | 19:26 | 35:13 | 03:02 | 02:14 |
 | Daedalus | 35 | 21.47% | 87.8 | 65.71% | +14.93% | -10.15% | +12.07% | 2.00% | 36:59 | 25:00 | 30:47 | 37:27 | 41:52 | 50:49 | 11:05 | 08:12 |
 | Nullifier | 59 | 36.20% | 86.5 | 61.02% | +11.02% | +12.31% | -1.02% | -1.84% | 30:22 | 21:03 | 26:12 | 29:55 | 33:26 | 42:39 | 07:14 | 05:21 |
 | Magic Wand | 158 | 96.93% | 85.1 | 55.06% | +35.06% | -10.06% | +6.48% | 4.96% | 05:39 | -01:29 | 03:51 | 04:53 | 07:11 | 16:09 | 03:20 | 02:28 |
 | Magic Stick | 159 | 97.55% | 83.8 | 54.72% | +29.72% | -9.72% | +5.28% | 8.91% | 03:39 | -01:29 | 02:28 | 03:08 | 04:09 | 14:38 | 01:41 | 01:14 |
 | Echo Sabre | 155 | 95.09% | 82.4 | 54.84% | +17.34% | +6.70% | -18.94% | -13.04% | 13:55 | 10:15 | 12:45 | 13:37 | 14:43 | 19:39 | 01:58 | 01:27 |
 | Shadow Blade | 11 | 6.75% | 81.1 | 81.82% | +29.85% | -15.15% | +18.18% | 4.27% | 34:57 | 27:43 | 30:32 | 36:27 | 38:20 | 42:12 | 07:48 | 05:46 |
 | Silver Edge | 11 | 6.75% | 79.7 | 81.82% | +29.85% | +18.18% | +18.18% | 0.00% | 36:38 | 28:28 | 34:08 | 37:24 | 39:52 | 42:28 | 05:44 | 04:14 |
 | Bottle | 148 | 90.80% | 78.4 | 54.73% | +8.06% | -0.68% | +2.03% | 2.71% | 01:48 | 00:14 | 01:36 | 01:44 | 02:00 | 06:27 | 00:24 | 00:17 |
 | Helm of Iron Will | 60 | 36.81% | 77.0 | 60.00% | +9.51% | 0.00% | 0.00% | 0.00% | 29:08 | 18:35 | 25:12 | 28:46 | 32:07 | 42:26 | 06:55 | 05:07 |
 | Power Treads | 163 | 100.00% | 75.7 | 53.99% | +53.99% | +9.42% | -5.21% | -9.14% | 08:09 | 05:19 | 07:20 | 07:57 | 08:56 | 12:10 | 01:36 | 01:11 |
 | Boots of Speed | 163 | 100.00% | 74.3 | 53.99% | +53.99% | -2.77% | +2.11% | 3.22% | 05:46 | 01:36 | 05:00 | 05:44 | 06:31 | 10:49 | 01:31 | 01:07 |
 | Crystalys | 59 | 36.20% | 73.0 | 59.32% | +8.36% | +14.01% | +14.01% | 0.00% | 33:40 | 17:28 | 26:59 | 33:48 | 39:42 | 50:04 | 12:43 | 09:25 |
 | Satanic | 5 | 3.07% | 71.6 | 100.00% | +47.47% | 0.00% | 0.00% | 0.00% | 35:41 | 23:03 | 23:03 | 40:05 | 41:29 | 42:58 | 18:26 | 13:39 |
 | Bracer | 137 | 84.05% | 70.3 | 51.82% | -13.56% | +4.06% | -10.64% | -10.89% | 04:11 | -00:26 | 03:13 | 03:47 | 04:34 | 16:22 | 01:21 | 01:00 |
 | Black King Bar | 25 | 15.34% | 68.9 | 64.00% | +11.83% | +2.67% | -14.00% | -1.68% | 32:41 | 19:51 | 26:03 | 33:10 | 35:57 | 52:49 | 09:54 | 07:20 |
 | Wraith Band | 30 | 18.40% | 67.6 | 60.00% | +7.37% | +2.50% | -2.86% | -3.97% | 04:15 | -00:03 | 03:24 | 04:04 | 04:45 | 07:47 | 01:21 | 01:00 |
 | Scythe of Vyse | 7 | 4.29% | 66.2 | 85.71% | +33.15% | -35.71% | +14.29% | 7.87% | 40:09 | 32:10 | 36:14 | 41:31 | 42:35 | 46:57 | 06:21 | 04:42 |
 | Void Stone | 10 | 6.13% | 64.9 | 70.00% | +17.06% | -70.00% | +30.00% | 9.60% | 37:05 | 27:55 | 32:10 | 36:14 | 42:35 | 46:57 | 10:25 | 07:42 |
 | Aghanim's Scepter | 11 | 6.75% | 63.5 | 63.64% | +10.35% | +3.03% | +36.36% | 4.87% | 26:23 | 16:33 | 20:21 | 25:21 | 27:12 | 41:46 | 06:51 | 05:04 |
 | Orchid Malevolence | 3 | 1.84% | 62.2 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 36:17 | 26:30 | 26:30 | 38:36 | 43:44 | 43:44 | 17:14 | 12:45 |
 | Boots of Travel 2 | 3 | 1.84% | 60.8 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 53:37 | 44:46 | 44:46 | 54:51 | 1:01:13 | 1:01:13 | 16:27 | 12:11 |
 | Desolator | 27 | 16.56% | 59.5 | 37.04% | -20.31% | -8.47% | -8.47% | 0.00% | 25:35 | 17:26 | 20:15 | 23:39 | 28:11 | 55:24 | 07:56 | 05:52 |
 | Blight Stone | 24 | 14.72% | 58.1 | 37.50% | -19.33% | -20.83% | -4.17% | 2.15% | 20:15 | 11:45 | 15:38 | 19:19 | 23:24 | 31:43 | 07:46 | 05:45 |
 | Assault Cuirass | 2 | 1.23% | 56.8 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 47:18 | 40:47 | 40:47 | 53:49 | 53:49 | 53:49 | 13:02 | 09:39 |
 | Bloodthorn | 2 | 1.23% | 55.4 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 37:34 | 31:23 | 31:23 | 43:44 | 43:44 | 43:44 | 12:21 | 09:08 |
 | Witch Blade | 2 | 1.23% | 54.1 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 33:55 | 14:41 | 14:41 | 53:08 | 53:08 | 53:08 | 38:27 | 28:28 |
 | Mask of Madness | 2 | 1.23% | 52.7 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 33:36 | 32:47 | 32:47 | 34:24 | 34:24 | 34:24 | 01:37 | 01:11 |
 | Chainmail | 2 | 1.23% | 51.4 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 33:28 | 13:47 | 13:47 | 53:08 | 53:08 | 53:08 | 39:21 | 29:08 |
 | Revenant's Brooch | 2 | 1.23% | 50.0 | 100.00% | +46.58% | 0.00% | 0.00% | 0.00% | 45:08 | 36:39 | 36:39 | 53:36 | 53:36 | 53:36 | 16:57 | 12:33 |
 | Wind Lace | 8 | 4.91% | 48.6 | 50.00% | -4.19% | 0.00% | -50.00% | -5.26% | 13:02 | 04:25 | 04:42 | 05:33 | 14:12 | 30:39 | 09:30 | 07:02 |
 | Mage Slayer | 3 | 1.84% | 47.3 | 66.67% | +12.92% | -66.67% | 0.00% | 0.00% | 24:10 | 13:46 | 13:46 | 28:32 | 30:11 | 30:11 | 16:25 | 12:09 |
 | Javelin | 3 | 1.84% | 45.9 | 66.67% | +12.92% | -66.67% | 0.00% | 0.00% | 35:19 | 26:34 | 26:34 | 29:43 | 49:39 | 49:39 | 23:05 | 17:05 |
 | Blink Dagger | 8 | 4.91% | 44.6 | 37.50% | -17.34% | +12.50% | +12.50% | 0.00% | 38:19 | 26:28 | 33:42 | 35:50 | 40:33 | 50:22 | 06:51 | 05:04 |
 | Sange | 9 | 5.52% | 43.2 | 33.33% | -21.86% | +16.67% | -33.33% | -5.60% | 24:16 | 17:05 | 17:54 | 25:33 | 26:50 | 33:19 | 08:56 | 06:37 |
 | Rod of Atos | 1 | 0.61% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 0.61% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 40:15 | 00:00 | 00:00 |
 | Buckler | 1 | 0.61% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 00:00 | 00:00 |
 | Crown | 1 | 0.61% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.61% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.61% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:00 | 50:00 | 50:00 | 50:00 | 50:00 | 50:00 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.61% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Gleipnir | 1 | 0.61% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 29:44 | 00:00 | 00:00 |
 | Battle Fury | 1 | 0.61% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 14:25 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.61% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Heaven's Halberd | 6 | 3.68% | 28.4 | 33.33% | -21.45% | +16.67% | -33.33% | -4.09% | 26:01 | 20:33 | 20:43 | 22:11 | 32:56 | 34:08 | 12:13 | 09:02 |
 | Ring of Health | 2 | 1.23% | 27.0 | 50.00% | -4.04% | -50.00% | 0.00% | 0.00% | 21:18 | 10:18 | 10:18 | 32:18 | 32:18 | 32:18 | 22:00 | 16:17 |
 | Maelstrom | 2 | 1.23% | 25.7 | 50.00% | -4.04% | -50.00% | 0.00% | 0.00% | 28:09 | 26:34 | 26:34 | 29:43 | 29:43 | 29:43 | 03:09 | 02:20 |
 | Shiva's Guard | 2 | 1.23% | 24.3 | 50.00% | -4.04% | +50.00% | 0.00% | 0.00% | 35:57 | 35:05 | 35:05 | 36:49 | 36:49 | 36:49 | 01:44 | 01:17 |
 | Aghanim's Shard | 2 | 1.23% | 23.0 | 50.00% | -4.04% | +50.00% | 0.00% | 0.00% | 35:01 | 34:02 | 34:02 | 36:00 | 36:00 | 36:00 | 01:58 | 01:27 |
 | Kaya and Sange | 3 | 1.84% | 21.6 | 33.33% | -21.05% | -33.33% | 0.00% | 0.00% | 28:51 | 25:33 | 25:33 | 28:19 | 32:42 | 32:42 | 07:09 | 05:17 |
 | Diffusal Blade | 4 | 2.45% | 20.3 | 25.00% | -29.72% | -25.00% | +75.00% | 37.97% | 31:38 | 24:49 | 24:49 | 24:55 | 27:27 | 49:19 | 02:38 | 01:57 |
 | Kaya | 5 | 3.07% | 18.9 | 20.00% | -35.06% | -20.00% | -20.00% | 0.00% | 24:13 | 20:18 | 20:18 | 23:14 | 24:14 | 32:25 | 03:56 | 02:54 |
 | Quelling Blade | 8 | 4.91% | 17.6 | 12.50% | -43.63% | +37.50% | -12.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.61% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 32:38 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.61% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 27:12 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.61% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 50:28 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.61% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.61% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 1.23% | 9.5 | 0.00% | -54.66% | 0.00% | 0.00% | 0.00% | 29:37 | 28:00 | 28:00 | 31:13 | 31:13 | 31:13 | 03:13 | 02:22 |
 | Dagon | 1 | 0.61% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.61% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.23% | 5.4 | 0.00% | -54.66% | 0.00% | 0.00% | 0.00% | 51:26 | 47:14 | 47:14 | 55:37 | 55:37 | 55:37 | 08:23 | 06:12 |
 | Ethereal Blade | 1 | 0.61% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.61% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.61% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 |