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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 | |
 | Void Stone | 32 | 36.78% | 100.0 | 68.75% | +37.84% | +6.25% | +18.75% | 1.74% | 31:52 | 23:48 | 27:15 | 30:19 | 34:25 | 51:39 | 07:10 | 05:18 |
 | Ring of Health | 30 | 34.48% | 98.0 | 66.67% | +33.34% | -4.17% | +19.04% | 2.91% | 32:06 | 23:48 | 27:39 | 31:48 | 35:38 | 51:39 | 07:59 | 05:54 |
 | Refresher Orb | 24 | 27.59% | 96.1 | 62.50% | +24.40% | +4.17% | +20.83% | 1.94% | 33:56 | 25:42 | 28:54 | 33:17 | 37:30 | 51:39 | 08:36 | 06:22 |
 | Shiva's Guard | 26 | 29.89% | 94.1 | 61.54% | +23.84% | +9.89% | +21.79% | 3.03% | 28:05 | 21:53 | 25:43 | 27:51 | 29:39 | 38:36 | 03:56 | 02:54 |
 | Blink Dagger | 84 | 96.55% | 92.2 | 46.43% | +46.43% | +15.47% | -13.10% | -6.21% | 17:54 | 10:46 | 15:05 | 17:04 | 19:41 | 38:40 | 04:36 | 03:24 |
 | Black King Bar | 76 | 87.36% | 90.2 | 46.05% | +9.69% | +17.11% | +1.32% | -1.58% | 21:24 | 12:13 | 15:48 | 19:29 | 25:47 | 49:53 | 09:59 | 07:23 |
 | Boots of Speed | 87 | 100.00% | 88.2 | 44.83% | +44.83% | +9.72% | -8.47% | -7.13% | 02:32 | -01:29 | 01:31 | 02:33 | 04:04 | 09:16 | 02:33 | 01:53 |
 | Aghanim's Shard | 50 | 57.47% | 86.3 | 48.00% | +7.46% | +21.23% | +10.33% | -1.23% | 25:05 | 17:17 | 20:41 | 22:19 | 29:33 | 36:38 | 08:52 | 06:34 |
 | Tranquil Boots | 31 | 35.63% | 84.3 | 51.61% | +10.54% | -1.61% | -14.11% | -3.89% | 06:35 | 02:59 | 04:15 | 06:16 | 07:28 | 12:58 | 03:13 | 02:22 |
 | Wind Lace | 46 | 52.87% | 82.4 | 47.83% | +6.37% | +10.50% | -11.47% | -4.72% | 04:16 | -01:29 | 01:42 | 03:24 | 06:21 | 24:04 | 04:39 | 03:26 |
 | Magic Stick | 72 | 82.76% | 80.4 | 44.44% | -2.23% | -5.55% | -16.66% | -2.04% | 03:37 | -01:29 | 00:47 | 02:44 | 06:14 | 16:00 | 05:27 | 04:02 |
 | Magic Wand | 69 | 79.31% | 78.4 | 42.03% | -13.53% | -0.85% | -0.85% | 0.00% | 07:27 | -01:29 | 04:58 | 08:06 | 10:10 | 20:52 | 05:12 | 03:51 |
 | Fluffy Hat | 14 | 16.09% | 76.5 | 57.14% | +14.67% | -7.14% | -23.81% | -1.31% | 26:03 | 07:13 | 19:08 | 26:33 | 31:54 | 42:14 | 12:46 | 09:27 |
 | Hand of Midas | 49 | 56.32% | 74.5 | 38.78% | -13.85% | +11.22% | -13.78% | -10.34% | 09:56 | 05:17 | 09:01 | 10:02 | 11:26 | 12:59 | 02:25 | 01:47 |
 | Force Staff | 13 | 14.94% | 72.5 | 53.85% | +10.61% | -20.52% | -20.52% | 0.00% | 29:24 | 20:53 | 24:55 | 27:42 | 32:26 | 42:14 | 07:31 | 05:34 |
 | Phase Boots | 34 | 39.08% | 70.6 | 41.18% | -5.99% | +14.38% | -3.68% | -6.05% | 07:48 | 04:41 | 05:53 | 07:27 | 08:52 | 12:59 | 02:59 | 02:12 |
 | Chainmail | 34 | 39.08% | 68.6 | 41.18% | -5.99% | +3.26% | -3.68% | -1.79% | 06:20 | 03:23 | 04:04 | 06:22 | 07:57 | 12:03 | 03:53 | 02:52 |
 | Quelling Blade | 38 | 43.68% | 66.7 | 39.47% | -9.51% | +0.53% | -6.14% | -6.67% | 00:12 | -01:29 | -01:29 | -01:29 | -01:28 | 18:45 | 00:01 | 00:00 |
 | Ring of Protection | 21 | 24.14% | 64.7 | 42.86% | -2.59% | +17.14% | -42.86% | -9.81% | 04:43 | -01:29 | -01:28 | 03:36 | 07:35 | 23:07 | 09:03 | 06:42 |
 | Lotus Orb | 2 | 2.30% | 62.7 | 100.00% | +56.47% | 0.00% | 0.00% | 0.00% | 32:07 | 29:55 | 29:55 | 34:19 | 34:19 | 34:19 | 04:24 | 03:15 |
 | Headdress | 2 | 2.30% | 60.8 | 100.00% | +56.47% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Arcane Blink | 2 | 2.30% | 58.8 | 100.00% | +56.47% | 0.00% | 0.00% | 0.00% | 50:05 | 37:43 | 37:43 | 1:02:27 | 1:02:27 | 1:02:27 | 24:44 | 18:19 |
 | Overwhelming Blink | 5 | 5.75% | 56.9 | 60.00% | +16.10% | +40.00% | -60.00% | -5.32% | 42:11 | 30:19 | 30:19 | 43:22 | 49:07 | 51:22 | 18:48 | 13:55 |
 | Aeon Disk | 9 | 10.34% | 54.9 | 44.44% | -0.43% | +5.56% | +5.56% | 0.00% | 44:30 | 32:56 | 34:30 | 41:56 | 48:33 | 1:07:50 | 14:03 | 10:24 |
 | Soul Ring | 13 | 14.94% | 52.9 | 38.46% | -7.49% | +28.21% | -38.46% | -12.66% | 08:39 | 03:22 | 04:58 | 07:12 | 10:14 | 23:24 | 05:16 | 03:54 |
 | Bracer | 19 | 21.84% | 51.0 | 31.58% | -16.95% | -11.58% | -11.58% | 0.00% | 01:21 | -01:29 | 00:57 | 01:52 | 02:26 | 03:19 | 01:29 | 01:05 |
 | Linken's Sphere | 3 | 3.45% | 49.0 | 66.67% | +22.62% | +33.33% | 0.00% | 0.00% | 31:48 | 24:46 | 24:46 | 30:27 | 40:11 | 40:11 | 15:25 | 11:25 |
 | Null Talisman | 3 | 3.45% | 47.1 | 66.67% | +22.62% | -66.67% | 0.00% | 0.00% | 32:36 | 28:07 | 28:07 | 29:07 | 40:33 | 40:33 | 12:26 | 09:12 |
 | Ring of Basilius | 4 | 4.60% | 45.1 | 50.00% | +5.42% | +50.00% | -50.00% | -33.71% | 17:05 | 09:16 | 09:16 | 11:08 | 12:14 | 35:41 | 02:58 | 02:11 |
 | Scythe of Vyse | 4 | 4.60% | 43.1 | 50.00% | +5.42% | +50.00% | -50.00% | -4.57% | 47:39 | 33:40 | 33:40 | 44:11 | 55:32 | 57:11 | 21:52 | 16:11 |
 | Ghost Scepter | 1 | 1.15% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.15% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 42:44 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.15% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.15% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.15% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.15% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:31 | 16:31 | 16:31 | 16:31 | 16:31 | 16:31 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.15% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.15% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 41:44 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 2.30% | 25.5 | 50.00% | +5.29% | -50.00% | 0.00% | 0.00% | 21:53 | 15:48 | 15:48 | 27:58 | 27:58 | 27:58 | 12:10 | 09:00 |
 | Bottle | 2 | 2.30% | 23.5 | 50.00% | +5.29% | +50.00% | 0.00% | 0.00% | 01:12 | 01:04 | 01:04 | 01:19 | 01:19 | 01:19 | 00:15 | 00:11 |
 | Boots of Bearing | 2 | 2.30% | 21.6 | 50.00% | +5.29% | +50.00% | 0.00% | 0.00% | 26:14 | 20:14 | 20:14 | 32:13 | 32:13 | 32:13 | 11:59 | 08:52 |
 | Drum of Endurance | 3 | 3.45% | 19.6 | 33.33% | -11.91% | -33.33% | 0.00% | 0.00% | 12:56 | 11:15 | 11:15 | 11:17 | 16:16 | 16:16 | 05:01 | 03:42 |
 | Arcane Boots | 3 | 3.45% | 17.6 | 33.33% | -11.91% | +66.67% | 0.00% | 0.00% | 36:37 | 34:22 | 34:22 | 37:44 | 37:44 | 37:44 | 03:22 | 02:29 |
 | Heaven's Halberd | 2 | 2.30% | 15.7 | 0.00% | -45.88% | 0.00% | 0.00% | 0.00% | 38:00 | 35:50 | 35:50 | 40:09 | 40:09 | 40:09 | 04:19 | 03:11 |
 | Sange | 2 | 2.30% | 13.7 | 0.00% | -45.88% | 0.00% | 0.00% | 0.00% | 34:47 | 34:19 | 34:19 | 35:15 | 35:15 | 35:15 | 00:56 | 00:41 |
 | Aghanim's Blessing | 1 | 1.15% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:04 | 1:05:04 | 1:05:04 | 1:05:04 | 1:05:04 | 1:05:04 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.15% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Aghanim's Scepter | 3 | 3.45% | 7.8 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 49:06 | 38:42 | 38:42 | 43:31 | 1:05:04 | 1:05:04 | 26:22 | 19:31 |
 | Buckler | 1 | 1.15% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 12:15 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.15% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:54 | 16:54 | 16:54 | 16:54 | 16:54 | 16:54 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.15% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |