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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 | |
 | Black King Bar | 108 | 62.43% | 100.0 | 65.74% | +22.66% | -6.48% | -10.18% | -0.63% | 28:17 | 20:06 | 25:21 | 27:42 | 31:14 | 39:21 | 05:53 | 04:21 |
 | Wind Lace | 80 | 46.24% | 98.2 | 63.75% | +12.14% | +1.25% | -3.75% | -0.95% | 18:33 | -01:29 | 16:19 | 18:38 | 21:34 | 42:55 | 05:15 | 03:53 |
 | Drum of Endurance | 46 | 26.59% | 96.5 | 67.39% | +13.85% | -9.06% | -3.75% | 0.71% | 22:32 | 11:24 | 18:18 | 21:51 | 25:44 | 34:20 | 07:26 | 05:30 |
 | Helm of the Overlord | 142 | 82.08% | 94.7 | 59.86% | +14.70% | +20.70% | -17.00% | -13.96% | 17:51 | 13:52 | 16:26 | 17:44 | 19:08 | 25:21 | 02:42 | 02:00 |
 | Crown | 158 | 91.33% | 93.0 | 58.86% | +18.86% | -3.86% | -2.45% | 0.70% | 06:26 | 01:27 | 04:52 | 05:45 | 06:53 | 52:50 | 02:01 | 01:29 |
 | Helm of the Dominator | 157 | 90.75% | 91.2 | 58.60% | +14.85% | +8.07% | -12.45% | -10.80% | 09:27 | 05:31 | 08:10 | 09:17 | 10:04 | 17:28 | 01:54 | 01:24 |
 | Quelling Blade | 135 | 78.03% | 89.5 | 59.26% | +9.26% | -3.38% | +5.45% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:52 | 00:00 | 00:00 |
 | Helm of Iron Will | 158 | 91.33% | 87.7 | 58.23% | +11.56% | +9.27% | -17.20% | -13.81% | 04:07 | 01:29 | 02:42 | 03:22 | 04:37 | 16:10 | 01:55 | 01:25 |
 | Vladmir's Offering | 172 | 99.42% | 86.0 | 57.56% | +57.56% | +7.56% | -6.40% | -4.53% | 15:00 | 06:51 | 13:25 | 15:02 | 16:30 | 24:18 | 03:05 | 02:17 |
 | Ring of Protection | 172 | 99.42% | 84.2 | 57.56% | +57.56% | -8.72% | +0.58% | 2.26% | 09:10 | -01:29 | 08:21 | 10:34 | 12:28 | 18:37 | 04:07 | 03:02 |
 | Morbid Mask | 172 | 99.42% | 82.5 | 57.56% | +57.56% | +7.56% | -15.70% | -7.75% | 13:48 | 04:33 | 12:21 | 13:56 | 15:21 | 21:18 | 03:00 | 02:13 |
 | Ring of Basilius | 172 | 99.42% | 80.7 | 57.56% | +57.56% | -4.07% | +5.23% | 1.31% | 08:24 | -01:29 | 04:30 | 09:23 | 11:35 | 20:58 | 07:05 | 05:14 |
 | Buckler | 172 | 99.42% | 78.9 | 57.56% | +57.56% | -8.72% | +0.58% | 3.07% | 11:18 | 02:07 | 10:00 | 11:26 | 13:02 | 20:57 | 03:02 | 02:14 |
 | Boots of Speed | 171 | 98.84% | 77.2 | 56.73% | -43.27% | -19.52% | -5.57% | 3.69% | 10:27 | -01:29 | 08:16 | 10:19 | 12:03 | 31:12 | 03:47 | 02:48 |
 | Void Stone | 36 | 20.81% | 75.4 | 66.67% | +11.93% | +11.11% | -22.23% | -4.32% | 36:55 | 24:37 | 31:56 | 36:18 | 39:39 | 54:14 | 07:43 | 05:42 |
 | Blink Dagger | 113 | 65.32% | 73.7 | 57.52% | +0.85% | +21.05% | -18.23% | -5.31% | 28:24 | 17:45 | 24:00 | 27:54 | 31:24 | 51:36 | 07:24 | 05:28 |
 | Aghanim's Shard | 125 | 72.25% | 71.9 | 56.80% | -1.53% | +20.62% | +14.17% | -0.97% | 24:08 | 15:03 | 20:27 | 22:53 | 27:08 | 46:13 | 06:41 | 04:57 |
 | Magic Wand | 74 | 42.77% | 70.2 | 59.46% | +3.90% | -6.83% | +23.87% | 3.24% | 04:57 | -01:30 | -01:29 | 01:19 | 10:58 | 25:10 | 12:27 | 09:13 |
 | Aether Lens | 18 | 10.40% | 68.4 | 72.22% | +16.74% | +7.78% | +2.78% | -0.64% | 36:03 | 24:53 | 31:32 | 34:33 | 39:20 | 54:14 | 07:48 | 05:46 |
 | Assault Cuirass | 8 | 4.62% | 66.7 | 87.50% | +31.74% | +12.50% | +12.50% | 0.00% | 36:28 | 29:23 | 30:16 | 35:02 | 36:25 | 52:37 | 06:09 | 04:33 |
 | Magic Stick | 57 | 32.95% | 64.9 | 57.89% | +0.99% | -0.75% | +20.68% | 2.78% | 04:36 | -01:29 | -01:29 | 01:56 | 09:12 | 25:10 | 10:41 | 07:54 |
 | Ring of Health | 22 | 12.72% | 63.2 | 63.64% | +7.35% | +3.03% | -3.64% | -0.77% | 37:13 | 18:28 | 32:04 | 35:57 | 40:46 | 1:02:41 | 08:42 | 06:26 |
 | Tranquil Boots | 21 | 12.14% | 61.4 | 61.90% | +5.32% | -1.90% | -1.90% | 0.00% | 28:17 | 08:31 | 22:15 | 29:11 | 34:11 | 38:51 | 11:56 | 08:50 |
 | Aeon Disk | 4 | 2.31% | 59.6 | 100.00% | +43.79% | 0.00% | 0.00% | 0.00% | 48:31 | 38:52 | 38:52 | 40:11 | 55:59 | 59:03 | 17:07 | 12:40 |
 | Wraith Pact | 26 | 15.03% | 57.9 | 50.00% | -8.50% | +21.43% | 0.00% | -4.71% | 18:31 | 13:05 | 15:15 | 18:22 | 19:48 | 38:22 | 04:33 | 03:22 |
 | Octarine Core | 9 | 5.20% | 56.1 | 66.67% | +9.96% | -16.67% | +33.33% | 4.01% | 45:51 | 38:13 | 39:23 | 44:17 | 51:51 | 55:07 | 12:28 | 09:14 |
 | Refresher Orb | 10 | 5.78% | 54.4 | 60.00% | +2.94% | -26.67% | -10.00% | 1.55% | 44:39 | 35:00 | 37:45 | 40:30 | 48:32 | 1:02:50 | 10:47 | 07:59 |
 | Boots of Bearing | 14 | 8.09% | 52.6 | 50.00% | -7.86% | 0.00% | -16.67% | -2.70% | 31:49 | 22:22 | 29:11 | 33:28 | 35:21 | 38:51 | 06:10 | 04:34 |
 | Arcane Boots | 12 | 6.94% | 50.9 | 50.00% | -7.76% | -16.67% | +16.67% | 3.41% | 33:18 | 24:00 | 26:31 | 31:25 | 36:17 | 54:58 | 09:46 | 07:14 |
 | Headdress | 2 | 1.16% | 49.1 | 100.00% | +43.27% | 0.00% | 0.00% | 0.00% | 27:39 | 24:05 | 24:05 | 31:13 | 31:13 | 31:13 | 07:08 | 05:17 |
 | Hood of Defiance | 2 | 1.16% | 47.4 | 100.00% | +43.27% | 0.00% | 0.00% | 0.00% | 26:36 | 21:35 | 21:35 | 31:37 | 31:37 | 31:37 | 10:02 | 07:25 |
 | Scythe of Vyse | 5 | 2.89% | 45.6 | 60.00% | +2.86% | +40.00% | -60.00% | 0.00% | 43:15 | 37:43 | 37:43 | 42:45 | 48:49 | 48:55 | 11:06 | 08:13 |
 | Heaven's Halberd | 3 | 1.73% | 43.9 | 66.67% | +9.61% | -66.67% | 0.00% | 0.00% | 32:50 | 23:35 | 23:35 | 35:44 | 39:11 | 39:11 | 15:36 | 11:33 |
 | Lotus Orb | 4 | 2.31% | 42.1 | 50.00% | -7.40% | -50.00% | -50.00% | 0.00% | 34:56 | 32:29 | 32:29 | 33:08 | 36:10 | 37:56 | 03:41 | 02:43 |
 | Linken's Sphere | 4 | 2.31% | 40.4 | 50.00% | -7.40% | +50.00% | -50.00% | 0.00% | 41:33 | 39:06 | 39:06 | 40:06 | 40:50 | 46:09 | 01:44 | 01:17 |
 | Sange | 4 | 2.31% | 38.6 | 50.00% | -7.40% | -50.00% | -50.00% | 0.00% | 38:14 | 23:26 | 23:26 | 33:39 | 38:31 | 57:21 | 15:05 | 11:10 |
 | Power Treads | 1 | 0.58% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:18 | 13:18 | 13:18 | 13:18 | 13:18 | 13:18 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.58% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 50:50 | 00:00 | 00:00 |
 | Dagon | 1 | 0.58% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 52:50 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 0.58% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 1:03:18 | 00:00 | 00:00 |
 | Bracer | 1 | 0.58% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.58% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 0.58% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:26 | 54:26 | 54:26 | 54:26 | 54:26 | 54:26 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 2.89% | 24.6 | 40.00% | -17.74% | +60.00% | -40.00% | 0.00% | 33:23 | 17:31 | 17:31 | 32:48 | 41:41 | 42:56 | 24:10 | 17:54 |
 | Ghost Scepter | 2 | 1.16% | 22.8 | 50.00% | -7.31% | +50.00% | 0.00% | 0.00% | 33:10 | 25:03 | 25:03 | 41:17 | 41:17 | 41:17 | 16:14 | 12:01 |
 | Phase Boots | 4 | 2.31% | 21.1 | 25.00% | -32.99% | -25.00% | +75.00% | 0.00% | 15:34 | 06:00 | 06:00 | 07:19 | 23:07 | 25:48 | 17:07 | 12:40 |
 | Chainmail | 4 | 2.31% | 19.3 | 25.00% | -32.99% | -25.00% | +75.00% | 0.00% | 13:56 | 04:24 | 04:24 | 05:24 | 20:06 | 25:48 | 15:42 | 11:37 |
 | Fluffy Hat | 6 | 3.47% | 17.5 | 16.67% | -42.01% | -16.67% | -16.67% | 0.00% | 36:51 | 20:47 | 27:39 | 37:26 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Force Staff | 6 | 3.47% | 15.8 | 16.67% | -42.01% | -16.67% | -16.67% | 0.00% | 36:52 | 20:55 | 27:39 | 37:26 | 44:19 | 51:08 | 16:40 | 12:20 |
 | Crimson Guard | 1 | 0.58% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Kaya | 1 | 0.58% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.58% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.58% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 57:21 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.58% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 53:31 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.58% | 5.3 | 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 |
 | Soul Ring | 2 | 1.16% | 3.5 | 0.00% | -57.89% | 0.00% | 0.00% | 0.00% | 08:59 | 08:31 | 08:31 | 09:27 | 09:27 | 09:27 | 00:56 | 00:41 |
 | Shiva's Guard | 1 | 0.58% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |