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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 2 | 17 | 15.74% | 100.0 | 88.24% | +51.98% | +11.76% | -13.24% | -2.01% | 52:21 | 36:46 | 43:12 | 51:23 | 55:40 | 1:15:13 | 12:28 | 09:14 |
 | Aghanim's Blessing | 13 | 12.04% | 98.2 | 84.62% | +45.67% | -17.95% | -17.95% | 0.00% | 51:22 | 32:49 | 43:37 | 51:20 | 56:11 | 1:07:10 | 12:34 | 09:18 |
 | Overwhelming Blink | 15 | 13.89% | 96.4 | 73.33% | +33.55% | +26.67% | -23.33% | -6.20% | 45:55 | 36:16 | 37:40 | 43:26 | 45:44 | 1:07:13 | 08:04 | 05:58 |
 | Octarine Core | 59 | 54.63% | 94.6 | 55.93% | +25.32% | +10.74% | -9.26% | -3.61% | 29:42 | 17:09 | 26:36 | 28:44 | 32:08 | 54:45 | 05:32 | 04:05 |
 | Aghanim's Shard | 78 | 72.22% | 92.9 | 51.28% | +24.61% | -6.28% | -3.91% | 0.31% | 28:15 | 18:04 | 23:30 | 27:36 | 31:02 | 58:40 | 07:32 | 05:34 |
 | Aether Lens | 72 | 66.67% | 91.1 | 50.00% | +16.67% | 0.00% | -5.56% | -0.96% | 25:33 | 13:29 | 22:14 | 24:38 | 28:01 | 40:41 | 05:47 | 04:17 |
 | Refresher Orb | 30 | 27.78% | 89.3 | 56.67% | +16.93% | +18.33% | -13.81% | -2.57% | 44:22 | 33:10 | 37:52 | 40:51 | 50:22 | 1:07:15 | 12:30 | 09:15 |
 | Aghanim's Scepter | 30 | 27.78% | 87.5 | 56.67% | +16.93% | -6.67% | +29.04% | 2.83% | 40:30 | 24:48 | 33:50 | 38:06 | 46:28 | 1:01:46 | 12:38 | 09:21 |
 | Void Stone | 77 | 71.30% | 85.7 | 48.05% | +12.57% | +4.58% | -5.94% | -1.65% | 26:01 | 13:02 | 22:25 | 24:20 | 28:48 | 47:19 | 06:23 | 04:43 |
 | Blink Dagger | 104 | 96.30% | 83.9 | 46.15% | +46.15% | +19.23% | -23.07% | -9.23% | 19:48 | 10:58 | 17:10 | 19:14 | 21:45 | 39:51 | 04:35 | 03:23 |
 | Wraith Band | 61 | 56.48% | 82.1 | 49.18% | +10.88% | -2.51% | +4.15% | 6.66% | 01:50 | -01:29 | 01:28 | 01:58 | 02:28 | 10:09 | 01:00 | 00:44 |
 | Wind Lace | 54 | 50.00% | 80.4 | 50.00% | +11.11% | -7.14% | -11.54% | -0.59% | 08:59 | -01:29 | 03:02 | 05:47 | 10:33 | 1:04:16 | 07:31 | 05:34 |
 | Ring of Health | 43 | 39.81% | 78.6 | 51.16% | +11.16% | -5.71% | -23.89% | -0.87% | 32:58 | 01:35 | 20:15 | 35:36 | 41:14 | 60:24 | 20:59 | 15:32 |
 | Boots of Speed | 108 | 100.00% | 76.8 | 44.44% | +44.44% | -11.11% | -7.40% | 2.65% | 02:48 | -01:29 | 02:06 | 02:54 | 03:30 | 08:12 | 01:24 | 01:02 |
 | Black King Bar | 99 | 91.67% | 75.0 | 44.44% | 0.00% | +11.56% | -4.44% | -3.12% | 18:54 | 12:45 | 15:50 | 17:11 | 20:58 | 35:35 | 05:08 | 03:48 |
 | Shiva's Guard | 23 | 21.30% | 73.2 | 56.52% | +15.34% | -23.19% | -6.52% | 2.22% | 31:57 | 21:34 | 26:51 | 32:18 | 34:21 | 44:45 | 07:30 | 05:33 |
 | Magic Wand | 69 | 63.89% | 71.4 | 46.38% | +5.35% | +0.68% | -16.97% | -1.93% | 05:58 | -01:29 | -00:53 | 05:24 | 10:03 | 21:43 | 10:56 | 08:05 |
 | Hand of Midas | 92 | 85.19% | 69.6 | 43.48% | -6.52% | +4.35% | 0.00% | -2.06% | 10:18 | 06:26 | 08:59 | 09:58 | 11:06 | 22:40 | 02:07 | 01:34 |
 | Boots of Travel | 31 | 28.70% | 67.9 | 51.61% | +10.05% | -1.61% | -14.11% | -1.76% | 37:31 | 14:31 | 31:40 | 36:12 | 38:45 | 60:29 | 07:05 | 05:14 |
 | Arcane Boots | 67 | 62.04% | 66.1 | 43.28% | -3.06% | +3.78% | +3.78% | 0.00% | 07:52 | 03:45 | 05:12 | 06:18 | 09:47 | 17:55 | 04:35 | 03:23 |
 | Magic Stick | 72 | 66.67% | 64.3 | 41.67% | -8.33% | +2.77% | -8.34% | -1.57% | 03:53 | -01:29 | -01:26 | 02:30 | 08:30 | 21:43 | 09:56 | 07:21 |
 | Aeon Disk | 12 | 11.11% | 62.5 | 58.33% | +15.62% | -25.00% | +41.67% | 0.00% | 43:14 | 33:45 | 35:47 | 43:29 | 45:28 | 59:28 | 09:41 | 07:10 |
 | Ring of Protection | 26 | 24.07% | 60.7 | 46.15% | +2.25% | +10.99% | -12.82% | -4.36% | 11:41 | -01:29 | 10:08 | 12:57 | 15:36 | 19:00 | 05:28 | 04:02 |
 | Buckler | 24 | 22.22% | 58.9 | 45.83% | +1.78% | +4.17% | -12.50% | -4.33% | 13:55 | 09:11 | 11:45 | 13:00 | 15:36 | 19:27 | 03:51 | 02:51 |
 | Guardian Greaves | 24 | 22.22% | 57.1 | 45.83% | +1.78% | +4.17% | -12.50% | -6.67% | 15:54 | 12:04 | 14:22 | 15:35 | 16:52 | 23:02 | 02:30 | 01:51 |
 | Quelling Blade | 69 | 63.89% | 55.4 | 36.23% | -22.74% | +4.95% | -0.94% | 0.00% | -00:50 | -01:30 | -01:29 | -01:29 | -01:29 | 08:21 | 00:00 | 00:00 |
 | Mekansm | 26 | 24.07% | 53.6 | 42.31% | -2.81% | +0.55% | +24.36% | 6.61% | 11:57 | 07:58 | 10:12 | 11:44 | 13:48 | 18:58 | 03:36 | 02:40 |
 | Headdress | 26 | 24.07% | 51.8 | 42.31% | -2.81% | +0.55% | +41.02% | 9.99% | 09:54 | 04:56 | 07:18 | 09:46 | 11:21 | 18:58 | 04:03 | 03:00 |
 | Helm of Iron Will | 6 | 5.56% | 50.0 | 66.67% | +23.53% | +33.33% | -66.67% | 0.00% | 28:58 | 10:30 | 11:01 | 28:52 | 45:49 | 46:17 | 34:48 | 25:46 |
 | Chainmail | 44 | 40.74% | 48.2 | 34.09% | -17.47% | +2.27% | +20.46% | 3.05% | 09:22 | 03:24 | 05:27 | 08:36 | 11:25 | 29:57 | 05:58 | 04:25 |
 | Crimson Guard | 2 | 1.85% | 46.4 | 100.00% | +56.60% | 0.00% | 0.00% | 0.00% | 11:33 | 11:16 | 11:16 | 11:49 | 11:49 | 11:49 | 00:33 | 00:24 |
 | Arcane Blink | 2 | 1.85% | 44.6 | 100.00% | +56.60% | 0.00% | 0.00% | 0.00% | 47:14 | 42:47 | 42:47 | 51:41 | 51:41 | 51:41 | 08:54 | 06:35 |
 | Vanguard | 6 | 5.56% | 42.9 | 50.00% | +5.88% | -50.00% | +50.00% | 0.00% | 06:29 | 04:34 | 04:49 | 06:57 | 07:27 | 07:44 | 02:38 | 01:57 |
 | Eul's Scepter of Divinity | 3 | 2.78% | 41.1 | 66.67% | +22.86% | +33.33% | 0.00% | 0.00% | 58:38 | 47:24 | 47:24 | 1:03:45 | 1:04:46 | 1:04:46 | 17:22 | 12:51 |
 | Nullifier | 3 | 2.78% | 39.3 | 66.67% | +22.86% | +33.33% | 0.00% | 0.00% | 37:05 | 32:20 | 32:20 | 32:52 | 46:04 | 46:04 | 13:44 | 10:10 |
 | Wind Waker | 3 | 2.78% | 37.5 | 66.67% | +22.86% | +33.33% | 0.00% | 0.00% | 58:54 | 47:41 | 47:41 | 1:03:45 | 1:05:16 | 1:05:16 | 17:35 | 13:01 |
 | Tranquil Boots | 3 | 2.78% | 35.7 | 66.67% | +22.86% | +33.33% | 0.00% | 0.00% | 06:24 | 04:56 | 04:56 | 06:28 | 07:48 | 07:48 | 02:52 | 02:07 |
 | Pipe of Insight | 4 | 3.70% | 33.9 | 50.00% | +5.77% | +50.00% | +50.00% | 0.00% | 19:42 | 16:52 | 16:52 | 18:46 | 19:56 | 23:15 | 03:04 | 02:16 |
 | Phase Boots | 16 | 14.81% | 32.1 | 25.00% | -22.83% | -25.00% | 0.00% | 9.15% | 08:08 | 03:50 | 06:10 | 06:56 | 08:54 | 18:38 | 02:44 | 02:01 |
 | Moon Shard | 1 | 0.93% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:21 | 52:21 | 52:21 | 52:21 | 52:21 | 52:21 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.93% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:55 | 24:55 | 24:55 | 24:55 | 24:55 | 24:55 | 00:00 | 00:00 |
 | Yasha | 1 | 0.93% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.93% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.93% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.93% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 19:29 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.93% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.93% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 19:30 | 00:00 | 00:00 |
 | Lotus Orb | 5 | 4.63% | 16.1 | 40.00% | -4.66% | +60.00% | -40.00% | 0.00% | 32:17 | 23:45 | 23:45 | 32:52 | 35:55 | 36:50 | 12:10 | 09:00 |
 | Hood of Defiance | 5 | 4.63% | 14.3 | 40.00% | -4.66% | +60.00% | +60.00% | 0.00% | 17:42 | 15:30 | 15:30 | 16:33 | 17:29 | 23:15 | 01:59 | 01:28 |
 | Drum of Endurance | 2 | 1.85% | 12.5 | 50.00% | +5.66% | +50.00% | 0.00% | 0.00% | 13:54 | 12:05 | 12:05 | 15:42 | 15:42 | 15:42 | 03:37 | 02:40 |
 | Fluffy Hat | 2 | 1.85% | 10.7 | 50.00% | +5.66% | -50.00% | 0.00% | 0.00% | 10:43 | 02:12 | 02:12 | 19:14 | 19:14 | 19:14 | 17:02 | 12:37 |
 | Bottle | 2 | 1.85% | 8.9 | 50.00% | +5.66% | +50.00% | 0.00% | 0.00% | 01:36 | 01:26 | 01:26 | 01:45 | 01:45 | 01:45 | 00:19 | 00:14 |
 | Heaven's Halberd | 3 | 2.78% | 7.1 | 33.33% | -11.43% | -33.33% | 0.00% | 0.00% | 25:56 | 17:37 | 17:37 | 27:38 | 32:33 | 32:33 | 14:56 | 11:03 |
 | Sange | 3 | 2.78% | 5.4 | 33.33% | -11.43% | -33.33% | 0.00% | 0.00% | 25:05 | 15:41 | 15:41 | 27:36 | 31:57 | 31:57 | 16:16 | 12:02 |
 | Linken's Sphere | 4 | 3.70% | 3.6 | 25.00% | -20.19% | +75.00% | -25.00% | 0.00% | 42:16 | 34:27 | 34:27 | 38:01 | 46:10 | 50:26 | 11:43 | 08:40 |
 | Bracer | 3 | 2.78% | 1.8 | 0.00% | -45.71% | 0.00% | 0.00% | 0.00% | 02:04 | 01:24 | 01:24 | 01:51 | 02:58 | 02:58 | 01:34 | 01:09 |