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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 | 11 | 19.64% | 100.0 | 81.82% | +57.38% | +18.18% | -15.15% | -2.77% | 51:53 | 36:46 | 43:12 | 52:02 | 55:13 | 1:09:15 | 12:01 | 08:54 |
 | Aghanim's Blessing | 6 | 10.71% | 98.0 | 83.33% | +53.33% | +16.67% | -83.33% | 0.00% | 50:59 | 32:49 | 43:37 | 47:38 | 60:33 | 1:07:10 | 16:56 | 12:32 |
 | Overwhelming Blink | 10 | 17.86% | 96.0 | 70.00% | +41.74% | +30.00% | -70.00% | 0.00% | 44:19 | 36:16 | 36:58 | 41:38 | 45:44 | 1:07:13 | 08:46 | 06:29 |
 | Wind Lace | 35 | 62.50% | 94.0 | 45.71% | +26.66% | -12.38% | -12.38% | 0.00% | 08:15 | -01:29 | 02:01 | 05:52 | 10:33 | 1:04:16 | 08:32 | 06:19 |
 | Shiva's Guard | 12 | 21.43% | 92.0 | 58.33% | +28.78% | -25.00% | -25.00% | 0.00% | 34:46 | 26:47 | 28:22 | 33:00 | 37:55 | 44:45 | 09:33 | 07:04 |
 | Aghanim's Shard | 42 | 75.00% | 90.0 | 42.86% | +28.57% | -6.50% | -12.86% | -0.84% | 28:07 | 18:48 | 23:27 | 27:26 | 31:04 | 58:40 | 07:37 | 05:38 |
 | Wraith Band | 33 | 58.93% | 88.0 | 42.42% | +16.33% | -4.92% | -4.92% | 0.00% | 01:56 | -01:29 | 01:34 | 01:58 | 02:28 | 10:09 | 00:54 | 00:40 |
 | Octarine Core | 31 | 55.36% | 86.0 | 41.94% | +13.94% | -4.44% | -29.44% | -5.34% | 29:12 | 17:09 | 26:34 | 28:22 | 31:15 | 54:45 | 04:41 | 03:28 |
 | Blink Dagger | 54 | 96.43% | 84.0 | 37.04% | +37.04% | +20.10% | -21.66% | -8.79% | 19:59 | 12:54 | 17:15 | 19:14 | 22:00 | 37:05 | 04:45 | 03:31 |
 | Black King Bar | 51 | 91.07% | 82.0 | 37.25% | +17.25% | +8.90% | -6.48% | -4.31% | 18:17 | 13:32 | 15:33 | 16:47 | 19:07 | 35:35 | 03:34 | 02:38 |
 | Magic Wand | 35 | 62.50% | 80.0 | 40.00% | +11.43% | -6.67% | -6.67% | 0.00% | 06:32 | -01:29 | 02:28 | 07:26 | 10:03 | 17:47 | 07:35 | 05:37 |
 | Boots of Speed | 56 | 100.00% | 78.0 | 35.71% | +35.71% | -28.57% | -7.14% | 17.61% | 02:41 | -01:29 | 02:14 | 02:53 | 03:27 | 08:12 | 01:13 | 00:54 |
 | Ring of Health | 23 | 41.07% | 76.0 | 43.48% | +13.18% | +23.19% | -26.81% | -4.76% | 35:39 | 15:09 | 30:08 | 35:59 | 40:38 | 59:03 | 10:30 | 07:46 |
 | Magic Stick | 37 | 66.07% | 74.0 | 37.84% | +6.26% | +6.60% | -4.51% | -1.43% | 03:58 | -01:29 | -01:26 | 02:41 | 09:13 | 12:38 | 10:39 | 07:53 |
 | Hand of Midas | 46 | 82.14% | 72.0 | 34.78% | -5.22% | +15.22% | +1.58% | -7.06% | 10:20 | 07:39 | 08:59 | 09:50 | 10:55 | 22:40 | 01:56 | 01:25 |
 | Aether Lens | 39 | 69.64% | 70.0 | 35.90% | +0.61% | +4.10% | -25.90% | -6.34% | 25:17 | 13:29 | 21:54 | 24:23 | 26:38 | 40:41 | 04:44 | 03:30 |
 | Arcane Boots | 36 | 64.29% | 68.0 | 36.11% | +1.11% | -2.78% | +19.45% | 8.08% | 07:02 | 03:45 | 05:01 | 06:00 | 07:46 | 16:55 | 02:45 | 02:02 |
 | Void Stone | 41 | 73.21% | 66.0 | 34.15% | -5.85% | +5.85% | -24.15% | -5.66% | 25:34 | 13:02 | 21:54 | 24:08 | 27:12 | 46:10 | 05:18 | 03:55 |
 | Refresher Orb | 16 | 28.57% | 64.0 | 43.75% | +11.25% | +31.25% | -18.75% | -3.48% | 44:20 | 33:10 | 36:00 | 40:40 | 50:22 | 1:07:15 | 14:22 | 10:38 |
 | Aghanim's Scepter | 17 | 30.36% | 62.0 | 41.18% | +7.85% | +8.82% | +8.82% | 0.00% | 39:15 | 24:48 | 31:25 | 37:01 | 44:01 | 56:35 | 12:36 | 09:20 |
 | Quelling Blade | 38 | 67.86% | 60.0 | 28.95% | -21.05% | +1.05% | -6.73% | 0.00% | -00:58 | -01:30 | -01:29 | -01:29 | -01:29 | 06:50 | 00:00 | 00:00 |
 | Buckler | 10 | 17.86% | 58.0 | 40.00% | +5.22% | +26.67% | -40.00% | 0.00% | 12:52 | 09:11 | 10:24 | 12:22 | 14:37 | 19:27 | 04:13 | 03:07 |
 | Guardian Greaves | 10 | 17.86% | 56.0 | 40.00% | +5.22% | +26.67% | -40.00% | 0.00% | 15:31 | 12:04 | 12:55 | 15:11 | 16:33 | 23:02 | 03:38 | 02:41 |
 | Boots of Travel | 15 | 26.79% | 54.0 | 33.33% | -3.26% | -8.33% | -8.33% | 0.00% | 38:07 | 30:16 | 31:40 | 37:03 | 38:38 | 57:28 | 06:58 | 05:09 |
 | Mekansm | 11 | 19.64% | 52.0 | 36.36% | +0.80% | +30.31% | -3.03% | -28.58% | 10:18 | 07:58 | 09:07 | 10:12 | 10:17 | 13:57 | 01:10 | 00:51 |
 | Headdress | 11 | 19.64% | 50.0 | 36.36% | +0.80% | +30.31% | +30.31% | 0.00% | 07:37 | 04:56 | 06:06 | 07:18 | 08:52 | 10:00 | 02:46 | 02:02 |
 | Ring of Protection | 11 | 19.64% | 48.0 | 36.36% | +0.80% | -36.36% | -36.36% | 0.00% | 09:11 | -01:29 | 01:01 | 10:20 | 12:33 | 19:00 | 11:32 | 08:32 |
 | Aeon Disk | 7 | 12.50% | 46.0 | 42.86% | +8.17% | -42.86% | +57.14% | 0.00% | 39:24 | 33:45 | 34:29 | 37:30 | 38:30 | 50:31 | 04:01 | 02:58 |
 | Chainmail | 19 | 33.93% | 44.0 | 26.32% | -14.22% | -26.32% | -26.32% | 0.00% | 08:17 | 03:48 | 05:00 | 07:06 | 08:51 | 29:57 | 03:51 | 02:51 |
 | Pipe of Insight | 4 | 7.14% | 42.0 | 50.00% | +15.38% | +50.00% | +50.00% | 0.00% | 19:42 | 16:52 | 16:52 | 18:46 | 19:56 | 23:15 | 03:04 | 02:16 |
 | Hood of Defiance | 4 | 7.14% | 40.0 | 50.00% | +15.38% | +50.00% | +50.00% | 0.00% | 17:46 | 15:30 | 15:30 | 15:45 | 16:33 | 23:15 | 01:03 | 00:46 |
 | Manta Style | 1 | 1.79% | 38.0 | 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 |
 | Yasha | 1 | 1.79% | 36.0 | 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 |
 | Bottle | 1 | 1.79% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:26 | 01:26 | 01:26 | 01:26 | 01:26 | 01:26 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.79% | 32.0 | 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 |
 | Moon Shard | 1 | 1.79% | 30.0 | 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 |
 | Arcane Blink | 1 | 1.79% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 42:47 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.79% | 26.0 | 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 | 1.79% | 24.0 | 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 |
 | Wraith Pact | 1 | 1.79% | 22.0 | 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 |
 | Lotus Orb | 5 | 8.93% | 20.0 | 40.00% | +4.71% | +60.00% | -40.00% | 0.00% | 32:17 | 23:45 | 23:45 | 32:52 | 35:55 | 36:50 | 12:10 | 09:00 |
 | Sange | 3 | 5.36% | 18.0 | 33.33% | -2.52% | -33.33% | 0.00% | 0.00% | 25:05 | 15:41 | 15:41 | 27:36 | 31:57 | 31:57 | 16:16 | 12:02 |
 | Heaven's Halberd | 3 | 5.36% | 16.0 | 33.33% | -2.52% | -33.33% | 0.00% | 0.00% | 25:56 | 17:37 | 17:37 | 27:38 | 32:33 | 32:33 | 14:56 | 11:03 |
 | Phase Boots | 7 | 12.50% | 14.0 | 14.29% | -24.49% | -14.29% | -14.29% | 0.00% | 06:41 | 03:50 | 06:04 | 06:19 | 06:39 | 10:32 | 00:35 | 00:25 |
 | Tranquil Boots | 1 | 1.79% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:28 | 06:28 | 06:28 | 06:28 | 06:28 | 06:28 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.79% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 00:00 | 00:00 |
 | Linken's Sphere | 3 | 5.36% | 8.0 | 0.00% | -37.74% | 0.00% | 0.00% | 0.00% | 44:52 | 38:01 | 38:01 | 46:10 | 50:26 | 50:26 | 12:25 | 09:11 |
 | Eul's Scepter of Divinity | 1 | 1.79% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:46 | 1:04:46 | 1:04:46 | 1:04:46 | 1:04:46 | 1:04:46 | 00:00 | 00:00 |
 | Bracer | 2 | 3.57% | 4.0 | 0.00% | -37.04% | 0.00% | 0.00% | 0.00% | 02:11 | 01:24 | 01:24 | 02:58 | 02:58 | 02:58 | 01:34 | 01:09 |
 | Wind Waker | 1 | 1.79% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:16 | 1:05:16 | 1:05:16 | 1:05:16 | 1:05:16 | 1:05:16 | 00:00 | 00:00 |