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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 | 51 | 36.69% | 100.0 | 70.59% | +34.23% | -9.05% | -1.36% | 0.52% | 28:35 | 08:25 | 20:37 | 30:28 | 35:32 | 53:26 | 14:55 | 11:02 |
 | Blink Dagger | 64 | 46.04% | 98.5 | 59.38% | +19.38% | +15.62% | -9.38% | -2.75% | 29:34 | 18:45 | 23:53 | 28:49 | 32:58 | 50:54 | 09:05 | 06:43 |
 | Black King Bar | 86 | 61.87% | 96.9 | 55.81% | +18.07% | +3.28% | -3.43% | -1.30% | 24:01 | 15:00 | 20:13 | 22:21 | 25:22 | 52:53 | 05:09 | 03:48 |
 | Ring of Health | 46 | 33.09% | 95.4 | 56.52% | +11.36% | -14.85% | +7.12% | 1.29% | 26:15 | 06:41 | 17:24 | 23:07 | 34:27 | 50:27 | 17:03 | 12:37 |
 | Shiva's Guard | 36 | 25.90% | 93.8 | 58.33% | +12.70% | +19.45% | -13.89% | -3.38% | 34:43 | 23:40 | 29:46 | 33:21 | 39:37 | 49:26 | 09:51 | 07:17 |
 | Boots of Speed | 139 | 100.00% | 92.3 | 48.92% | +48.92% | +8.22% | -0.35% | -5.36% | 03:50 | -00:43 | 02:54 | 03:38 | 04:30 | 09:12 | 01:36 | 01:11 |
 | Lotus Orb | 20 | 14.39% | 90.8 | 65.00% | +18.78% | -5.00% | -25.00% | -1.95% | 29:38 | 19:57 | 23:35 | 29:21 | 33:50 | 39:42 | 10:15 | 07:35 |
 | Arcane Boots | 90 | 64.75% | 89.2 | 50.00% | +3.06% | +6.52% | +13.64% | 3.34% | 07:19 | 04:04 | 05:51 | 06:46 | 07:59 | 32:32 | 02:08 | 01:34 |
 | Headdress | 88 | 63.31% | 87.7 | 50.00% | +2.94% | +9.09% | 0.00% | -3.79% | 09:28 | 02:30 | 08:17 | 09:24 | 10:41 | 14:01 | 02:24 | 01:46 |
 | Chainmail | 111 | 79.86% | 86.2 | 48.65% | -1.35% | +8.49% | -2.22% | -3.92% | 09:39 | 03:37 | 07:57 | 09:13 | 10:41 | 33:37 | 02:44 | 02:01 |
 | Heaven's Halberd | 33 | 23.74% | 84.6 | 57.58% | +11.35% | -7.58% | -45.08% | -3.93% | 30:43 | 21:32 | 24:29 | 30:59 | 34:02 | 43:28 | 09:33 | 07:04 |
 | Mekansm | 87 | 62.59% | 83.1 | 49.43% | +1.35% | +18.75% | -13.07% | -14.25% | 11:59 | 08:28 | 10:35 | 11:46 | 12:49 | 22:15 | 02:14 | 01:39 |
 | Guardian Greaves | 87 | 62.59% | 81.5 | 49.43% | +1.35% | +18.75% | -17.61% | -10.15% | 16:48 | 11:56 | 14:13 | 16:05 | 17:48 | 32:32 | 03:35 | 02:39 |
 | Ring of Protection | 87 | 62.59% | 80.0 | 49.43% | +1.35% | +5.12% | -13.07% | -5.38% | 13:39 | 03:26 | 11:14 | 13:19 | 14:37 | 31:37 | 03:23 | 02:30 |
 | Buckler | 87 | 62.59% | 78.5 | 49.43% | +1.35% | +0.57% | -8.52% | -2.73% | 14:24 | 08:32 | 12:01 | 13:35 | 15:21 | 31:37 | 03:20 | 02:28 |
 | Wind Lace | 62 | 44.60% | 76.9 | 51.61% | +4.86% | -14.11% | +8.39% | 5.53% | 06:31 | -01:29 | 03:52 | 05:23 | 07:56 | 22:08 | 04:04 | 03:00 |
 | Magic Wand | 125 | 89.93% | 75.4 | 47.20% | -17.09% | +7.64% | -8.49% | -3.56% | 06:06 | -01:29 | 03:42 | 05:46 | 08:14 | 25:50 | 04:32 | 03:21 |
 | Scythe of Vyse | 21 | 15.11% | 73.8 | 61.90% | +15.29% | -1.90% | -1.90% | 0.00% | 39:27 | 26:55 | 32:20 | 36:42 | 41:58 | 1:07:43 | 09:38 | 07:08 |
 | Boots of Travel | 15 | 10.79% | 72.3 | 66.67% | +19.90% | +33.33% | -16.67% | 0.00% | 37:15 | 13:18 | 34:15 | 39:25 | 43:27 | 47:50 | 09:12 | 06:48 |
 | Magic Stick | 120 | 86.33% | 70.8 | 46.67% | -16.49% | +3.33% | -6.67% | -2.76% | 03:29 | -01:29 | 01:41 | 02:29 | 05:18 | 18:04 | 03:37 | 02:40 |
 | Aghanim's Shard | 61 | 43.88% | 69.2 | 50.82% | +3.38% | +22.51% | -4.15% | -2.36% | 32:05 | 15:19 | 25:45 | 30:54 | 37:04 | 59:56 | 11:19 | 08:22 |
 | Wraith Band | 64 | 46.04% | 67.7 | 48.44% | -0.89% | +14.06% | -23.44% | -32.14% | 01:48 | -01:29 | 01:20 | 02:02 | 02:30 | 08:17 | 01:10 | 00:51 |
 | Sange | 67 | 48.20% | 66.2 | 47.76% | -2.24% | -6.58% | +5.18% | 1.09% | 24:18 | 11:39 | 18:44 | 23:59 | 29:29 | 41:30 | 10:45 | 07:57 |
 | Witch Blade | 6 | 4.32% | 64.6 | 83.33% | +35.96% | -33.33% | +16.67% | 0.00% | 14:29 | 11:48 | 12:29 | 12:40 | 18:04 | 19:09 | 05:35 | 04:08 |
 | Eul's Scepter of Divinity | 10 | 7.19% | 63.1 | 70.00% | +22.71% | -3.33% | -20.00% | 0.00% | 16:42 | 12:16 | 13:52 | 14:19 | 18:54 | 27:38 | 05:02 | 03:43 |
 | Ghost Scepter | 8 | 5.76% | 61.5 | 75.00% | +27.67% | +25.00% | +25.00% | 0.00% | 33:22 | 23:34 | 27:59 | 32:04 | 35:28 | 45:07 | 07:29 | 05:32 |
 | Power Treads | 17 | 12.23% | 60.0 | 58.82% | +11.28% | -8.82% | -8.82% | 0.00% | 08:01 | 06:09 | 07:07 | 07:37 | 08:45 | 11:11 | 01:38 | 01:12 |
 | Bottle | 44 | 31.65% | 58.5 | 45.45% | -5.08% | +9.10% | -18.18% | -27.28% | 01:35 | 00:33 | 01:15 | 01:22 | 01:40 | 07:39 | 00:25 | 00:18 |
 | Refresher Orb | 7 | 5.04% | 56.9 | 71.43% | +23.70% | +28.57% | +28.57% | 0.00% | 46:43 | 40:05 | 41:20 | 45:42 | 50:11 | 55:07 | 08:51 | 06:33 |
 | Rod of Atos | 5 | 3.60% | 55.4 | 80.00% | +32.24% | +20.00% | +20.00% | 0.00% | 11:49 | 09:01 | 09:01 | 11:59 | 12:35 | 13:46 | 03:34 | 02:38 |
 | Crown | 5 | 3.60% | 53.8 | 80.00% | +32.24% | +20.00% | +20.00% | 0.00% | 08:07 | 04:34 | 04:34 | 08:24 | 09:10 | 10:56 | 04:36 | 03:24 |
 | Quelling Blade | 36 | 25.90% | 52.3 | 38.89% | -13.54% | +5.55% | -5.56% | -11.11% | 01:06 | -01:29 | -01:29 | -01:29 | -01:18 | 19:38 | 00:11 | 00:08 |
 | Kaya and Sange | 33 | 23.74% | 50.8 | 39.39% | -12.50% | -1.89% | +23.11% | 2.31% | 22:51 | 12:46 | 17:03 | 21:15 | 27:52 | 36:01 | 10:49 | 08:00 |
 | Pipe of Insight | 17 | 12.23% | 49.2 | 47.06% | -2.12% | +2.94% | -22.06% | 0.00% | 21:51 | 14:00 | 17:14 | 22:31 | 25:43 | 30:46 | 08:29 | 06:17 |
 | Kaya | 37 | 26.62% | 47.7 | 37.84% | -15.10% | -26.73% | +17.72% | 4.65% | 18:36 | 07:59 | 12:31 | 16:39 | 22:05 | 35:40 | 09:34 | 07:05 |
 | Null Talisman | 21 | 15.11% | 46.2 | 42.86% | -7.14% | -2.86% | -22.86% | -9.84% | 02:44 | -00:23 | 01:17 | 02:42 | 03:19 | 07:47 | 02:02 | 01:30 |
 | Overwhelming Blink | 4 | 2.88% | 44.6 | 75.00% | +26.85% | +25.00% | +25.00% | 0.00% | 42:12 | 27:54 | 27:54 | 38:46 | 48:00 | 54:07 | 20:06 | 14:53 |
 | Hood of Defiance | 20 | 14.39% | 43.1 | 40.00% | -10.42% | 0.00% | -20.00% | -2.35% | 17:39 | 10:04 | 11:35 | 17:05 | 20:06 | 33:53 | 08:31 | 06:18 |
 | Fluffy Hat | 32 | 23.02% | 41.5 | 34.38% | -18.89% | +3.12% | -9.38% | -1.30% | 10:28 | 01:26 | 04:25 | 06:26 | 14:04 | 33:12 | 09:39 | 07:08 |
 | Urn of Shadows | 2 | 1.44% | 40.0 | 100.00% | +51.82% | 0.00% | 0.00% | 0.00% | 06:19 | 05:42 | 05:42 | 06:55 | 06:55 | 06:55 | 01:13 | 00:54 |
 | Assault Cuirass | 2 | 1.44% | 38.5 | 100.00% | +51.82% | 0.00% | 0.00% | 0.00% | 38:01 | 32:29 | 32:29 | 43:32 | 43:32 | 43:32 | 11:03 | 08:11 |
 | Aeon Disk | 11 | 7.91% | 36.9 | 45.45% | -3.77% | -12.12% | -12.12% | 0.00% | 40:43 | 31:11 | 36:08 | 39:09 | 42:45 | 59:48 | 06:37 | 04:54 |
 | Phase Boots | 19 | 13.67% | 35.4 | 36.84% | -13.99% | +3.16% | -16.84% | -13.95% | 09:42 | 06:15 | 07:31 | 08:32 | 08:57 | 33:39 | 01:26 | 01:03 |
 | Falcon Blade | 20 | 14.39% | 33.8 | 35.00% | -16.26% | +5.00% | +5.00% | 0.00% | 06:30 | 03:51 | 05:06 | 06:21 | 07:35 | 09:21 | 02:29 | 01:50 |
 | Linken's Sphere | 3 | 2.16% | 32.3 | 66.67% | +18.14% | +33.33% | 0.00% | 0.00% | 41:27 | 34:27 | 34:27 | 38:14 | 51:41 | 51:41 | 17:14 | 12:45 |
 | Aghanim's Scepter | 4 | 2.88% | 30.8 | 50.00% | +1.11% | +50.00% | -50.00% | 0.00% | 32:30 | 19:24 | 19:24 | 25:34 | 37:28 | 47:32 | 18:04 | 13:22 |
 | Crimson Guard | 1 | 0.72% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.72% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.72% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.72% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 40:44 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.72% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 22:49 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.72% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.72% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 00:00 | 00:00 |
 | Yasha | 1 | 0.72% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.72% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.72% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Force Staff | 10 | 7.19% | 13.8 | 30.00% | -20.39% | +3.33% | +20.00% | 0.00% | 24:08 | 12:55 | 17:33 | 21:54 | 29:38 | 38:48 | 12:05 | 08:57 |
 | Aether Lens | 2 | 1.44% | 12.3 | 50.00% | +1.09% | -50.00% | 0.00% | 0.00% | 27:05 | 18:36 | 18:36 | 35:33 | 35:33 | 35:33 | 16:57 | 12:33 |
 | Blight Stone | 1 | 0.72% | 10.8 | 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 |
 | Boots of Travel 2 | 2 | 1.44% | 9.2 | 0.00% | -49.64% | 0.00% | 0.00% | 0.00% | 51:47 | 50:55 | 50:55 | 52:39 | 52:39 | 52:39 | 01:44 | 01:17 |
 | Aghanim's Blessing | 1 | 0.72% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:42 | 56:42 | 56:42 | 56:42 | 56:42 | 56:42 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.72% | 6.2 | 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 |
 | Hand of Midas | 1 | 0.72% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.72% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 |
 | Blade Mail | 2 | 1.44% | 1.5 | 0.00% | -49.64% | 0.00% | 0.00% | 0.00% | 26:08 | 15:11 | 15:11 | 37:05 | 37:05 | 37:05 | 21:54 | 16:13 |