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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 | |
 | Linken's Sphere | 7 | 3.70% | 100.0 | 100.00% | +56.59% | 0.00% | 0.00% | 0.00% | 37:17 | 26:34 | 32:33 | 35:33 | 36:14 | 50:43 | 03:41 | 02:43 |
 | Void Stone | 78 | 41.27% | 98.1 | 61.54% | +27.31% | +8.46% | -14.17% | -2.79% | 33:12 | 15:05 | 29:07 | 32:43 | 37:13 | 57:47 | 08:06 | 06:00 |
 | Ring of Health | 69 | 36.51% | 96.3 | 56.52% | +17.35% | -3.58% | -15.34% | -1.51% | 32:36 | 03:12 | 29:39 | 33:32 | 37:26 | 57:47 | 07:47 | 05:45 |
 | Sange | 10 | 5.29% | 94.4 | 80.00% | +36.42% | +20.00% | +20.00% | 0.00% | 30:16 | 19:32 | 27:09 | 29:07 | 33:29 | 43:30 | 06:20 | 04:41 |
 | Refresher Orb | 49 | 25.93% | 92.6 | 55.10% | +12.96% | +19.90% | -5.10% | -4.59% | 38:25 | 28:18 | 34:01 | 36:56 | 39:28 | 57:47 | 05:27 | 04:02 |
 | Black King Bar | 159 | 84.13% | 90.7 | 47.80% | +14.47% | +29.70% | -17.80% | -11.35% | 23:40 | 15:10 | 21:25 | 23:28 | 25:36 | 38:19 | 04:11 | 03:05 |
 | Heaven's Halberd | 7 | 3.70% | 88.9 | 85.71% | +41.75% | +14.29% | +14.29% | 0.00% | 31:18 | 21:01 | 27:24 | 34:00 | 34:01 | 37:48 | 06:37 | 04:54 |
 | Blink Dagger | 182 | 96.30% | 87.0 | 46.15% | +17.58% | +14.72% | +0.52% | -4.41% | 14:39 | 08:49 | 12:20 | 13:44 | 15:33 | 28:44 | 03:13 | 02:22 |
 | Chainmail | 161 | 85.19% | 85.2 | 46.58% | +7.29% | -6.58% | +0.92% | 2.47% | 08:00 | 02:10 | 06:01 | 07:15 | 09:03 | 28:30 | 03:02 | 02:14 |
 | Phase Boots | 159 | 84.13% | 83.3 | 46.54% | +6.54% | +3.46% | +5.96% | 0.96% | 09:05 | 04:58 | 07:08 | 08:26 | 09:45 | 28:42 | 02:37 | 01:56 |
 | Boots of Speed | 189 | 100.00% | 81.5 | 45.50% | +45.50% | -5.07% | +3.44% | 2.84% | 05:18 | 01:54 | 03:36 | 04:56 | 06:36 | 11:25 | 03:00 | 02:13 |
 | Soul Ring | 170 | 89.95% | 79.6 | 45.88% | +3.77% | -1.69% | +6.50% | 2.05% | 07:31 | 02:04 | 05:17 | 07:11 | 09:17 | 20:34 | 04:00 | 02:57 |
 | Ring of Protection | 170 | 89.95% | 77.8 | 45.88% | +3.77% | +7.61% | +8.88% | 0.24% | 05:11 | -01:29 | 02:48 | 05:22 | 08:03 | 20:33 | 05:15 | 03:53 |
 | Magic Wand | 124 | 65.61% | 75.9 | 46.77% | +3.69% | -8.06% | +4.84% | 1.91% | 08:21 | -01:29 | 04:48 | 08:16 | 11:33 | 23:46 | 06:45 | 05:00 |
 | Buckler | 13 | 6.88% | 74.1 | 69.23% | +25.48% | +30.77% | -69.23% | -7.34% | 36:26 | 24:00 | 27:49 | 32:52 | 41:26 | 55:27 | 13:37 | 10:05 |
 | Magic Stick | 150 | 79.37% | 72.2 | 44.67% | -4.05% | +7.96% | -4.13% | -2.02% | 03:51 | -01:29 | 00:50 | 02:57 | 06:49 | 16:51 | 05:59 | 04:25 |
 | Bracer | 124 | 65.61% | 70.4 | 45.16% | -0.99% | -9.68% | -6.45% | 3.23% | 02:27 | -01:29 | 01:55 | 02:15 | 02:44 | 09:56 | 00:49 | 00:36 |
 | Quelling Blade | 153 | 80.95% | 68.5 | 43.79% | -8.99% | +3.58% | +0.95% | 0.00% | -01:19 | -01:30 | -01:29 | -01:29 | -01:29 | 10:16 | 00:00 | 00:00 |
 | Wind Lace | 16 | 8.47% | 66.7 | 62.50% | +18.57% | +12.50% | +12.50% | 0.00% | 11:44 | 03:36 | 06:17 | 09:22 | 15:36 | 27:16 | 09:19 | 06:54 |
 | Overwhelming Blink | 14 | 7.41% | 64.8 | 64.29% | +20.29% | +10.71% | -64.29% | -17.18% | 33:37 | 27:41 | 31:03 | 32:19 | 35:25 | 39:34 | 04:22 | 03:14 |
 | Morbid Mask | 12 | 6.35% | 63.0 | 66.67% | +22.60% | +33.33% | -33.34% | -3.62% | 33:19 | 21:14 | 24:24 | 29:50 | 42:48 | 48:01 | 18:24 | 13:37 |
 | Helm of Iron Will | 21 | 11.11% | 61.1 | 57.14% | +13.09% | -17.14% | +2.86% | 17.14% | 07:03 | 02:49 | 03:05 | 03:39 | 04:15 | 43:44 | 01:10 | 00:51 |
 | Desolator | 10 | 5.29% | 59.3 | 70.00% | +25.87% | -3.33% | -20.00% | 0.00% | 29:55 | 19:58 | 24:52 | 27:31 | 33:27 | 46:21 | 08:35 | 06:21 |
 | Assault Cuirass | 8 | 4.23% | 57.4 | 75.00% | +30.80% | +25.00% | -75.00% | 0.00% | 39:19 | 28:35 | 29:52 | 34:07 | 41:47 | 56:01 | 11:55 | 08:49 |
 | Aghanim's Shard | 68 | 35.98% | 55.6 | 44.12% | -2.16% | +20.59% | -20.59% | -5.76% | 28:44 | 18:25 | 25:06 | 27:25 | 32:15 | 40:59 | 07:09 | 05:17 |
 | Blight Stone | 22 | 11.64% | 53.7 | 54.55% | +10.24% | -4.55% | +5.45% | 0.51% | 18:31 | -01:29 | 07:36 | 15:51 | 27:19 | 46:21 | 19:43 | 14:36 |
 | Tranquil Boots | 3 | 1.59% | 51.9 | 100.00% | +55.38% | 0.00% | 0.00% | 0.00% | 14:21 | 09:57 | 09:57 | 10:36 | 22:30 | 22:30 | 12:33 | 09:17 |
 | Armlet of Mordiggian | 17 | 8.99% | 50.0 | 52.94% | +8.17% | -2.94% | +22.06% | 24.19% | 08:36 | 07:11 | 07:58 | 08:32 | 09:00 | 10:16 | 01:02 | 00:45 |
 | Orb of Venom | 12 | 6.35% | 48.1 | 58.33% | +13.70% | +8.34% | -58.33% | -5.63% | 08:49 | -01:29 | 02:00 | 07:36 | 13:50 | 24:35 | 11:50 | 08:45 |
 | Fluffy Hat | 12 | 6.35% | 46.3 | 58.33% | +13.70% | +8.34% | +8.34% | 0.00% | 13:57 | 02:28 | 05:26 | 12:59 | 15:51 | 34:10 | 10:25 | 07:42 |
 | Bottle | 28 | 14.81% | 44.4 | 42.86% | -3.10% | 0.00% | +28.57% | 28.57% | 01:44 | 00:35 | 01:17 | 01:31 | 01:47 | 05:35 | 00:30 | 00:22 |
 | Scythe of Vyse | 8 | 4.23% | 42.6 | 62.50% | +17.75% | +37.50% | -62.50% | 0.00% | 41:38 | 30:11 | 32:56 | 37:13 | 42:20 | 60:24 | 09:24 | 06:57 |
 | Lotus Orb | 6 | 3.17% | 40.7 | 66.67% | +21.86% | +33.33% | +33.33% | 0.00% | 28:50 | 21:01 | 21:59 | 24:00 | 35:35 | 38:36 | 13:36 | 10:04 |
 | Satanic | 6 | 3.17% | 38.9 | 66.67% | +21.86% | +33.33% | -66.67% | 0.00% | 34:14 | 27:09 | 27:37 | 27:45 | 42:52 | 48:19 | 15:15 | 11:17 |
 | Aeon Disk | 4 | 2.12% | 37.0 | 75.00% | +30.14% | +25.00% | -75.00% | 0.00% | 37:49 | 28:57 | 28:57 | 34:12 | 37:55 | 50:11 | 08:58 | 06:38 |
 | Orb of Corrosion | 10 | 5.29% | 35.2 | 50.00% | +4.75% | +16.67% | -50.00% | 0.00% | 11:26 | 03:28 | 05:52 | 09:31 | 14:58 | 24:35 | 09:06 | 06:44 |
 | Nullifier | 2 | 1.06% | 33.3 | 100.00% | +55.08% | 0.00% | 0.00% | 0.00% | 38:47 | 33:22 | 33:22 | 44:12 | 44:12 | 44:12 | 10:50 | 08:01 |
 | Aether Lens | 2 | 1.06% | 31.5 | 100.00% | +55.08% | 0.00% | 0.00% | 0.00% | 29:43 | 28:37 | 28:37 | 30:48 | 30:48 | 30:48 | 02:11 | 01:37 |
 | Eul's Scepter of Divinity | 5 | 2.65% | 29.6 | 60.00% | +14.89% | -60.00% | +40.00% | 0.00% | 21:54 | 15:27 | 15:27 | 20:43 | 27:54 | 29:17 | 12:27 | 09:13 |
 | Wraith Pact | 3 | 1.59% | 27.8 | 66.67% | +21.51% | +33.33% | 0.00% | 0.00% | 33:28 | 27:29 | 27:29 | 32:42 | 40:14 | 40:14 | 12:45 | 09:26 |
 | Ring of Basilius | 4 | 2.12% | 25.9 | 50.00% | +4.59% | +50.00% | -50.00% | 0.00% | 34:35 | 24:00 | 24:00 | 32:23 | 34:59 | 46:58 | 10:59 | 08:08 |
 | Vladmir's Offering | 4 | 2.12% | 24.1 | 50.00% | +4.59% | +50.00% | -50.00% | 0.00% | 35:22 | 24:58 | 24:58 | 32:24 | 37:07 | 46:58 | 12:09 | 09:00 |
 | Abyssal Blade | 1 | 0.53% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 0.53% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.53% | 18.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.53% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 37:20 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.53% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.53% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.53% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 00:00 | 00:00 |
 | Skull Basher | 3 | 1.59% | 9.3 | 33.33% | -12.37% | +66.67% | 0.00% | 0.00% | 32:56 | 28:26 | 28:26 | 31:51 | 38:30 | 38:30 | 10:04 | 07:27 |
 | Ghost Scepter | 1 | 0.53% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 1.06% | 5.6 | 0.00% | -45.99% | 0.00% | 0.00% | 0.00% | 08:51 | 07:40 | 07:40 | 10:01 | 10:01 | 10:01 | 02:21 | 01:44 |
 | Headdress | 2 | 1.06% | 3.7 | 0.00% | -45.99% | 0.00% | 0.00% | 0.00% | 17:22 | 15:27 | 15:27 | 19:17 | 19:17 | 19:17 | 03:50 | 02:50 |
 | Pipe of Insight | 2 | 1.06% | 1.9 | 0.00% | -45.99% | 0.00% | 0.00% | 0.00% | 19:21 | 15:47 | 15:47 | 22:55 | 22:55 | 22:55 | 07:08 | 05:17 |