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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 | |
 | Aghanim's Scepter | 15 | 21.43% | 100.0 | 86.67% | +43.03% | +13.33% | +13.33% | 0.00% | 33:22 | 23:42 | 26:08 | 30:40 | 35:42 | 55:44 | 09:34 | 07:05 |
 | Ring of Health | 9 | 12.86% | 98.0 | 88.89% | +41.35% | +11.11% | -38.89% | -6.33% | 24:27 | 17:34 | 18:23 | 24:12 | 26:17 | 33:23 | 07:54 | 05:51 |
 | Fluffy Hat | 40 | 57.14% | 96.0 | 60.00% | +16.67% | +10.00% | -20.00% | -5.20% | 15:13 | 04:42 | 11:35 | 13:10 | 17:21 | 35:53 | 05:46 | 04:16 |
 | Magic Wand | 51 | 72.86% | 94.0 | 56.86% | +14.75% | +4.68% | -18.40% | -6.92% | 11:02 | 01:21 | 09:05 | 10:46 | 12:25 | 25:15 | 03:20 | 02:28 |
 | Boots of Speed | 70 | 100.00% | 92.0 | 52.86% | +52.86% | +13.81% | -5.80% | -5.66% | 05:06 | -01:29 | 03:39 | 05:18 | 07:07 | 11:12 | 03:28 | 02:34 |
 | Magic Stick | 70 | 100.00% | 90.0 | 52.86% | +52.86% | +2.70% | +5.96% | 0.66% | 02:45 | -01:29 | -01:29 | 01:31 | 06:25 | 19:10 | 07:54 | 05:51 |
 | Hood of Defiance | 4 | 5.71% | 88.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 22:06 | 17:58 | 17:58 | 22:25 | 23:49 | 24:12 | 05:51 | 04:20 |
 | Tranquil Boots | 64 | 91.43% | 86.0 | 53.13% | +3.13% | -3.13% | -3.13% | 0.00% | 09:29 | 05:06 | 07:07 | 09:38 | 10:52 | 16:55 | 03:45 | 02:46 |
 | Aghanim's Shard | 31 | 44.29% | 84.0 | 58.06% | +9.34% | -8.06% | +4.44% | 1.46% | 31:07 | 17:38 | 25:02 | 28:43 | 33:35 | 53:02 | 08:33 | 06:20 |
 | Wind Lace | 66 | 94.29% | 82.0 | 51.52% | -23.48% | -16.23% | +4.73% | 2.98% | 04:42 | -01:29 | -01:29 | 05:11 | 08:31 | 16:55 | 10:00 | 07:24 |
 | Force Staff | 29 | 41.43% | 80.0 | 58.62% | +9.84% | +12.81% | +12.81% | 0.00% | 24:13 | 17:01 | 20:04 | 21:45 | 25:17 | 36:16 | 05:13 | 03:51 |
 | Kaya | 3 | 4.29% | 78.0 | 100.00% | +49.25% | 0.00% | 0.00% | 0.00% | 35:20 | 31:37 | 31:37 | 35:20 | 39:02 | 39:02 | 07:25 | 05:29 |
 | Ring of Protection | 23 | 32.86% | 76.0 | 52.17% | -1.02% | -2.17% | +14.50% | 1.48% | 08:53 | -01:29 | -01:28 | 10:09 | 12:42 | 30:20 | 14:10 | 10:29 |
 | Black King Bar | 5 | 7.14% | 74.0 | 80.00% | +29.23% | +20.00% | +20.00% | 0.00% | 37:39 | 24:55 | 24:55 | 34:33 | 43:56 | 51:59 | 19:01 | 14:05 |
 | Void Stone | 12 | 17.14% | 72.0 | 58.33% | +6.61% | -58.33% | +8.34% | 6.10% | 29:54 | 09:29 | 18:29 | 24:53 | 29:25 | 1:02:06 | 10:56 | 08:05 |
 | Headdress | 2 | 2.86% | 70.0 | 100.00% | +48.53% | 0.00% | 0.00% | 0.00% | 33:48 | 23:49 | 23:49 | 43:47 | 43:47 | 43:47 | 19:58 | 14:47 |
 | Scythe of Vyse | 2 | 2.86% | 68.0 | 100.00% | +48.53% | 0.00% | 0.00% | 0.00% | 58:34 | 54:48 | 54:48 | 1:02:19 | 1:02:19 | 1:02:19 | 07:31 | 05:34 |
 | Morbid Mask | 7 | 10.00% | 66.0 | 57.14% | +4.76% | -7.14% | -7.14% | 0.00% | 22:22 | 13:44 | 15:41 | 22:10 | 22:59 | 31:57 | 07:18 | 05:24 |
 | Ring of Basilius | 8 | 11.43% | 64.0 | 50.00% | -3.23% | 0.00% | -50.00% | -5.89% | 18:43 | 11:37 | 11:37 | 16:22 | 20:06 | 28:24 | 08:29 | 06:17 |
 | Aeon Disk | 5 | 7.14% | 62.0 | 60.00% | +7.69% | -60.00% | -60.00% | 0.00% | 45:22 | 38:22 | 38:22 | 42:54 | 49:01 | 55:24 | 10:39 | 07:53 |
 | Sange | 5 | 7.14% | 60.0 | 60.00% | +7.69% | -60.00% | +40.00% | 0.00% | 32:35 | 19:33 | 19:33 | 33:59 | 37:08 | 42:57 | 17:35 | 13:01 |
 | Wraith Pact | 6 | 8.57% | 58.0 | 50.00% | -3.13% | 0.00% | -50.00% | -4.37% | 27:48 | 18:38 | 22:30 | 27:08 | 33:57 | 34:55 | 11:27 | 08:28 |
 | Glimmer Cape | 6 | 8.57% | 56.0 | 50.00% | -3.13% | 0.00% | -50.00% | -7.50% | 31:31 | 23:13 | 26:50 | 31:35 | 33:30 | 41:48 | 06:40 | 04:56 |
 | Buckler | 6 | 8.57% | 54.0 | 50.00% | -3.13% | 0.00% | -50.00% | -6.28% | 17:46 | 10:23 | 11:37 | 18:00 | 19:35 | 28:24 | 07:58 | 05:54 |
 | Vladmir's Offering | 6 | 8.57% | 52.0 | 50.00% | -3.13% | 0.00% | -50.00% | -5.92% | 22:21 | 15:51 | 17:34 | 22:40 | 26:01 | 28:24 | 08:27 | 06:15 |
 | Falcon Blade | 3 | 4.29% | 50.0 | 66.67% | +14.43% | +33.33% | 0.00% | 0.00% | 13:53 | 12:16 | 12:16 | 12:58 | 16:26 | 16:26 | 04:10 | 03:05 |
 | Lotus Orb | 3 | 4.29% | 48.0 | 66.67% | +14.43% | +33.33% | 0.00% | 0.00% | 32:24 | 30:04 | 30:04 | 33:20 | 33:48 | 33:48 | 03:44 | 02:45 |
 | Drum of Endurance | 7 | 10.00% | 46.0 | 42.86% | -11.11% | +7.14% | +7.14% | 0.00% | 19:56 | 15:18 | 17:01 | 18:49 | 21:53 | 25:34 | 04:52 | 03:36 |
 | Heaven's Halberd | 4 | 5.71% | 44.0 | 50.00% | -3.03% | -50.00% | +50.00% | 0.00% | 36:33 | 27:44 | 27:44 | 36:52 | 37:08 | 44:26 | 09:24 | 06:57 |
 | Soul Ring | 4 | 5.71% | 42.0 | 50.00% | -3.03% | -50.00% | +50.00% | 0.00% | 19:10 | 12:06 | 12:06 | 12:42 | 18:40 | 33:11 | 06:34 | 04:51 |
 | Helm of Iron Will | 1 | 1.43% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 19:55 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.43% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 21:45 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.43% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.43% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.43% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.43% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:47 | 43:47 | 43:47 | 43:47 | 43:47 | 43:47 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.43% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 00:00 | 00:00 |
 | Urn of Shadows | 10 | 14.29% | 26.0 | 30.00% | -26.67% | +3.33% | -30.00% | -9.76% | 12:44 | 08:40 | 11:17 | 12:59 | 14:42 | 16:54 | 03:25 | 02:31 |
 | Chainmail | 5 | 7.14% | 24.0 | 40.00% | -13.85% | -40.00% | -40.00% | 0.00% | 30:32 | 11:47 | 11:47 | 23:35 | 43:47 | 60:35 | 32:00 | 23:42 |
 | Ghost Scepter | 7 | 10.00% | 22.0 | 28.57% | -26.99% | -28.57% | +21.43% | 13.51% | 34:08 | 18:48 | 32:59 | 35:51 | 36:41 | 42:27 | 03:42 | 02:44 |
 | Crown | 2 | 2.86% | 20.0 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 20:14 | 13:31 | 13:31 | 26:56 | 26:56 | 26:56 | 13:25 | 09:56 |
 | Blink Dagger | 2 | 2.86% | 18.0 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 37:35 | 36:31 | 36:31 | 38:38 | 38:38 | 38:38 | 02:07 | 01:34 |
 | Veil of Discord | 2 | 2.86% | 16.0 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 23:46 | 20:35 | 20:35 | 26:56 | 26:56 | 26:56 | 06:21 | 04:42 |
 | Blade Mail | 2 | 2.86% | 14.0 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 39:50 | 19:05 | 19:05 | 60:35 | 60:35 | 60:35 | 41:30 | 30:44 |
 | Orchid Malevolence | 2 | 2.86% | 12.0 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 25:19 | 24:35 | 24:35 | 26:02 | 26:02 | 26:02 | 01:27 | 01:04 |
 | Boots of Bearing | 2 | 2.86% | 10.0 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 53:29 | 42:41 | 42:41 | 1:04:17 | 1:04:17 | 1:04:17 | 21:36 | 16:00 |
 | Eul's Scepter of Divinity | 3 | 4.29% | 8.0 | 33.33% | -20.40% | -33.33% | 0.00% | 0.00% | 23:26 | 18:00 | 18:00 | 24:09 | 28:08 | 28:08 | 10:08 | 07:30 |
 | Bracer | 5 | 7.14% | 6.0 | 20.00% | -35.38% | +80.00% | -20.00% | 0.00% | 20:42 | 10:52 | 10:52 | 15:19 | 27:47 | 36:16 | 16:55 | 12:31 |
 | Spirit Vessel | 3 | 4.29% | 4.0 | 0.00% | -55.22% | 0.00% | 0.00% | 0.00% | 25:55 | 19:38 | 19:38 | 26:45 | 31:21 | 31:21 | 11:43 | 08:40 |
 | Quelling Blade | 1 | 1.43% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 12:11 | 00:00 | 00:00 |