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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 | |
 | Overwhelming Blink | 33 | 23.08% | 100.0 | 60.61% | +25.16% | +14.39% | +1.89% | -1.74% | 33:48 | 22:11 | 29:29 | 32:43 | 36:41 | 51:58 | 07:12 | 05:20 |
 | Ring of Health | 54 | 37.76% | 98.6 | 51.85% | +17.02% | +12.44% | -13.39% | -4.15% | 32:04 | 19:47 | 27:43 | 31:37 | 33:56 | 54:38 | 06:13 | 04:36 |
 | Magic Stick | 90 | 62.94% | 97.3 | 47.78% | +17.59% | +4.39% | +2.22% | -2.17% | 00:48 | -01:30 | -01:29 | -01:29 | 02:15 | 18:20 | 03:44 | 02:45 |
 | Magic Wand | 62 | 43.36% | 95.9 | 48.39% | +12.59% | -10.89% | -8.39% | 0.26% | 06:56 | -01:29 | 02:04 | 06:13 | 11:47 | 22:20 | 09:43 | 07:11 |
 | Ring of Protection | 137 | 95.80% | 94.5 | 42.34% | +25.67% | -4.10% | -7.05% | -0.66% | 04:35 | -01:29 | 01:42 | 04:01 | 06:09 | 53:18 | 04:27 | 03:17 |
 | Radiance | 114 | 79.72% | 93.2 | 42.98% | +8.50% | +8.74% | -17.98% | -13.03% | 14:18 | 09:47 | 13:11 | 14:09 | 15:14 | 20:45 | 02:03 | 01:31 |
 | Blink Dagger | 115 | 80.42% | 91.8 | 42.61% | +6.90% | +5.67% | -4.68% | -1.95% | 20:48 | 12:02 | 17:39 | 20:10 | 22:58 | 36:42 | 05:19 | 03:56 |
 | Black King Bar | 107 | 74.83% | 90.4 | 42.99% | +6.88% | -2.25% | -20.77% | -6.50% | 19:24 | 15:06 | 17:35 | 18:45 | 20:26 | 30:57 | 02:51 | 02:06 |
 | Boots of Speed | 143 | 100.00% | 89.0 | 41.26% | +41.26% | +8.74% | +3.18% | -2.15% | 04:17 | -01:29 | 02:31 | 03:51 | 05:06 | 12:46 | 02:35 | 01:54 |
 | Buckler | 97 | 67.83% | 87.7 | 43.30% | +6.34% | +10.87% | -22.47% | -8.23% | 24:18 | 16:32 | 21:14 | 23:18 | 25:17 | 53:18 | 04:03 | 03:00 |
 | Quelling Blade | 119 | 83.22% | 86.3 | 42.02% | +4.52% | -5.35% | +4.65% | 0.00% | -00:40 | -01:30 | -01:29 | -01:29 | -01:29 | 56:11 | 00:00 | 00:00 |
 | Soul Ring | 133 | 93.01% | 84.9 | 41.35% | +1.35% | +10.17% | -11.05% | -5.56% | 05:28 | 00:56 | 03:15 | 05:09 | 07:04 | 14:16 | 03:49 | 02:49 |
 | Chainmail | 98 | 68.53% | 83.6 | 42.86% | +5.08% | -14.86% | +7.14% | 6.14% | 07:30 | 01:07 | 04:12 | 05:45 | 07:47 | 33:32 | 03:35 | 02:39 |
 | Assault Cuirass | 90 | 62.94% | 82.2 | 43.33% | +5.59% | +13.19% | -20.60% | -9.34% | 24:55 | 18:13 | 22:33 | 24:27 | 26:10 | 53:21 | 03:37 | 02:40 |
 | Phase Boots | 93 | 65.03% | 80.8 | 43.01% | +5.01% | -12.58% | +9.16% | 8.05% | 08:27 | 04:00 | 05:50 | 06:50 | 08:32 | 33:32 | 02:42 | 02:00 |
 | Skull Basher | 61 | 42.66% | 79.5 | 44.26% | +5.24% | +9.07% | -30.93% | -7.82% | 29:13 | 18:43 | 25:44 | 28:16 | 30:51 | 58:11 | 05:07 | 03:47 |
 | Vanguard | 43 | 30.07% | 78.1 | 46.51% | +7.51% | -1.06% | -10.15% | -1.93% | 32:44 | 26:10 | 29:14 | 32:11 | 33:57 | 57:21 | 04:43 | 03:29 |
 | Aghanim's Scepter | 41 | 28.67% | 76.7 | 46.34% | +7.12% | -16.34% | -16.34% | 0.00% | 29:34 | 13:43 | 18:43 | 29:25 | 38:29 | 56:46 | 19:46 | 14:38 |
 | Void Stone | 24 | 16.78% | 75.3 | 50.00% | +10.50% | 0.00% | -16.67% | -0.93% | 35:45 | 19:47 | 24:50 | 33:04 | 42:44 | 56:46 | 17:54 | 13:15 |
 | Arcane Boots | 3 | 2.10% | 74.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 25:11 | 16:48 | 16:48 | 23:10 | 35:35 | 35:35 | 18:47 | 13:54 |
 | Abyssal Blade | 41 | 28.67% | 72.6 | 43.90% | +3.70% | +6.10% | -3.90% | -1.78% | 33:07 | 26:13 | 28:36 | 32:25 | 34:14 | 58:27 | 05:38 | 04:10 |
 | Aghanim's Shard | 53 | 37.06% | 71.2 | 37.74% | -5.59% | +0.72% | -6.97% | -0.80% | 30:38 | 15:07 | 24:55 | 30:45 | 34:32 | 1:03:27 | 09:37 | 07:07 |
 | Mage Slayer | 8 | 5.59% | 69.9 | 62.50% | +22.50% | +37.50% | -62.50% | -19.05% | 31:41 | 25:40 | 25:43 | 28:19 | 30:58 | 52:50 | 05:15 | 03:53 |
 | Linken's Sphere | 6 | 4.20% | 68.5 | 66.67% | +26.52% | -16.67% | -66.67% | 0.00% | 34:48 | 24:00 | 24:58 | 28:06 | 36:47 | 1:02:51 | 11:49 | 08:45 |
 | Morbid Mask | 9 | 6.29% | 67.1 | 55.56% | +15.26% | +44.44% | +44.44% | 0.00% | 34:26 | 23:31 | 25:35 | 36:03 | 36:28 | 52:02 | 10:53 | 08:03 |
 | Lotus Orb | 4 | 2.80% | 65.8 | 75.00% | +34.71% | +25.00% | +25.00% | 0.00% | 33:35 | 21:28 | 21:28 | 33:12 | 33:51 | 45:47 | 12:23 | 09:10 |
 | Drum of Endurance | 4 | 2.80% | 64.4 | 75.00% | +34.71% | -75.00% | +25.00% | 0.00% | 25:49 | 17:41 | 17:41 | 18:50 | 23:00 | 43:43 | 05:19 | 03:56 |
 | Wind Lace | 23 | 16.08% | 63.0 | 39.13% | -2.54% | +10.87% | +10.87% | 0.00% | 13:23 | 02:31 | 06:26 | 08:12 | 09:52 | 41:31 | 03:26 | 02:32 |
 | Power Treads | 20 | 13.99% | 61.6 | 40.00% | -1.46% | +20.00% | -20.00% | -16.78% | 08:33 | 04:38 | 05:04 | 06:46 | 07:27 | 27:13 | 02:23 | 01:45 |
 | Armlet of Mordiggian | 10 | 6.99% | 60.3 | 50.00% | +9.40% | -16.67% | -50.00% | -21.05% | 09:16 | 07:58 | 08:30 | 08:50 | 10:05 | 11:06 | 01:35 | 01:10 |
 | Sange | 7 | 4.90% | 58.9 | 57.14% | +16.70% | -57.14% | +42.86% | 0.00% | 32:00 | 14:31 | 25:31 | 31:59 | 40:40 | 41:32 | 15:09 | 11:13 |
 | Shiva's Guard | 2 | 1.40% | 57.5 | 100.00% | +59.57% | 0.00% | 0.00% | 0.00% | 33:27 | 32:02 | 32:02 | 34:51 | 34:51 | 34:51 | 02:49 | 02:05 |
 | Helm of Iron Will | 14 | 9.79% | 56.2 | 42.86% | +1.77% | -17.86% | -9.53% | 1.20% | 11:56 | 02:14 | 02:58 | 04:35 | 09:55 | 55:26 | 06:57 | 05:08 |
 | Orchid Malevolence | 8 | 5.59% | 54.8 | 50.00% | +9.26% | -50.00% | 0.00% | 10.00% | 29:02 | 20:52 | 23:13 | 26:21 | 28:13 | 53:03 | 05:00 | 03:42 |
 | Vladmir's Offering | 6 | 4.20% | 53.4 | 50.00% | +9.12% | 0.00% | +50.00% | 0.00% | 34:51 | 24:45 | 27:26 | 32:19 | 36:28 | 52:02 | 09:02 | 06:41 |
 | Bloodthorn | 6 | 4.20% | 52.1 | 50.00% | +9.12% | +50.00% | -50.00% | 0.00% | 33:46 | 26:21 | 29:17 | 30:12 | 32:22 | 53:03 | 03:05 | 02:17 |
 | Satanic | 3 | 2.10% | 50.7 | 66.67% | +25.96% | +33.33% | 0.00% | 0.00% | 34:40 | 26:11 | 26:11 | 36:41 | 41:09 | 41:09 | 14:58 | 11:05 |
 | Bottle | 3 | 2.10% | 49.3 | 66.67% | +25.96% | +33.33% | 0.00% | 0.00% | 01:33 | 01:30 | 01:30 | 01:34 | 01:35 | 01:35 | 00:05 | 00:03 |
 | Heaven's Halberd | 3 | 2.10% | 47.9 | 66.67% | +25.96% | -66.67% | 0.00% | 0.00% | 35:09 | 29:13 | 29:13 | 34:18 | 41:57 | 41:57 | 12:44 | 09:25 |
 | Manta Style | 3 | 2.10% | 46.6 | 66.67% | +25.96% | -66.67% | 0.00% | 0.00% | 20:04 | 15:50 | 15:50 | 16:10 | 28:12 | 28:12 | 12:22 | 09:09 |
 | Blight Stone | 7 | 4.90% | 45.2 | 42.86% | +1.68% | +7.14% | -42.86% | 0.00% | 22:10 | 13:52 | 14:11 | 19:10 | 19:23 | 40:40 | 05:12 | 03:51 |
 | Medallion of Courage | 7 | 4.90% | 43.8 | 42.86% | +1.68% | +7.14% | -42.86% | 0.00% | 22:36 | 13:52 | 14:37 | 19:41 | 19:56 | 40:40 | 05:19 | 03:56 |
 | Bracer | 17 | 11.89% | 42.5 | 29.41% | -13.45% | -4.41% | +20.59% | 25.00% | 02:16 | 00:39 | 01:13 | 01:37 | 01:48 | 11:49 | 00:35 | 00:25 |
 | Crystalys | 8 | 5.59% | 41.1 | 37.50% | -3.98% | +62.50% | -37.50% | -5.96% | 37:27 | 24:38 | 25:59 | 31:04 | 42:46 | 1:02:19 | 16:47 | 12:25 |
 | Silver Edge | 8 | 5.59% | 39.7 | 37.50% | -3.98% | +62.50% | -37.50% | -5.92% | 37:41 | 25:02 | 26:08 | 31:27 | 43:02 | 1:02:19 | 16:54 | 12:31 |
 | Ring of Basilius | 8 | 5.59% | 38.4 | 37.50% | -3.98% | +12.50% | +12.50% | 0.00% | 25:36 | 04:09 | 10:25 | 21:29 | 34:19 | 52:02 | 23:54 | 17:42 |
 | Solar Crest | 4 | 2.80% | 37.0 | 50.00% | +8.99% | -50.00% | +50.00% | 0.00% | 39:53 | 35:53 | 35:53 | 39:47 | 41:36 | 42:15 | 05:43 | 04:14 |
 | Yasha | 4 | 2.80% | 35.6 | 50.00% | +8.99% | -50.00% | -50.00% | 0.00% | 14:58 | 13:49 | 13:49 | 14:10 | 15:38 | 16:16 | 01:49 | 01:20 |
 | Crown | 4 | 2.80% | 34.2 | 50.00% | +8.99% | -50.00% | -50.00% | 0.00% | 39:14 | 35:07 | 35:07 | 39:13 | 41:03 | 41:31 | 05:56 | 04:23 |
 | Eye of Skadi | 4 | 2.80% | 32.9 | 50.00% | +8.99% | -50.00% | +50.00% | 0.00% | 32:48 | 29:44 | 29:44 | 31:42 | 33:29 | 36:17 | 03:45 | 02:46 |
 | Shadow Blade | 9 | 6.29% | 31.5 | 33.33% | -8.46% | +16.67% | -33.33% | -2.54% | 33:50 | 21:57 | 22:11 | 26:38 | 41:53 | 1:02:19 | 19:42 | 14:35 |
 | Pipe of Insight | 1 | 0.70% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.70% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Force Staff | 5 | 3.50% | 27.4 | 40.00% | -1.30% | +60.00% | -40.00% | 0.00% | 30:41 | 17:46 | 17:46 | 28:25 | 30:15 | 48:57 | 12:29 | 09:14 |
 | Fluffy Hat | 5 | 3.50% | 26.0 | 40.00% | -1.30% | +60.00% | -40.00% | 0.00% | 30:09 | 15:06 | 15:06 | 28:25 | 30:15 | 48:57 | 15:09 | 11:13 |
 | Swift Blink | 7 | 4.90% | 24.7 | 28.57% | -13.34% | +21.43% | -28.57% | 0.00% | 35:21 | 31:10 | 31:23 | 33:15 | 36:06 | 42:41 | 04:43 | 03:29 |
 | Headdress | 2 | 1.40% | 23.3 | 50.00% | +8.87% | -50.00% | 0.00% | 0.00% | 21:10 | 14:58 | 14:58 | 27:22 | 27:22 | 27:22 | 12:24 | 09:11 |
 | Ghost Scepter | 4 | 2.80% | 21.9 | 25.00% | -16.73% | +75.00% | -25.00% | 0.00% | 35:24 | 29:40 | 29:40 | 35:27 | 37:14 | 39:13 | 07:34 | 05:36 |
 | Moon Shard | 5 | 3.50% | 20.5 | 20.00% | -22.03% | -20.00% | -20.00% | 0.00% | 47:14 | 39:50 | 39:50 | 47:29 | 50:03 | 51:32 | 10:13 | 07:34 |
 | Refresher Orb | 6 | 4.20% | 19.2 | 16.67% | -25.67% | -16.67% | -16.67% | 0.00% | 48:52 | 39:15 | 41:17 | 42:45 | 55:36 | 59:39 | 14:19 | 10:36 |
 | Maelstrom | 1 | 0.70% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.70% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.70% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.40% | 13.7 | 0.00% | -41.84% | 0.00% | 0.00% | 0.00% | 49:07 | 46:07 | 46:07 | 52:06 | 52:06 | 52:06 | 05:59 | 04:25 |
 | Monkey King Bar | 1 | 0.70% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Javelin | 2 | 1.40% | 11.0 | 0.00% | -41.84% | 0.00% | 0.00% | 0.00% | 30:16 | 29:13 | 29:13 | 31:19 | 31:19 | 31:19 | 02:06 | 01:33 |
 | Battle Fury | 1 | 0.70% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 40:04 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.40% | 8.2 | 0.00% | -41.84% | 0.00% | 0.00% | 0.00% | 19:45 | 11:04 | 11:04 | 28:25 | 28:25 | 28:25 | 17:21 | 12:51 |
 | Sange and Yasha | 1 | 0.70% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.70% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.70% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.70% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 00:00 | 00:00 |
 | Nullifier | 3 | 2.10% | 1.4 | 0.00% | -42.14% | 0.00% | 0.00% | 0.00% | 44:19 | 36:29 | 36:29 | 40:38 | 55:49 | 55:49 | 19:20 | 14:19 |