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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 | |
 | Blink Dagger | 5 | 10.42% | 100.0 | 100.00% | +60.47% | 0.00% | 0.00% | 0.00% | 29:28 | 20:25 | 20:25 | 30:58 | 36:22 | 38:57 | 15:57 | 11:48 |
 | Aeon Disk | 6 | 12.50% | 98.1 | 83.33% | +42.85% | -33.33% | +16.67% | 4.17% | 35:58 | 30:10 | 30:38 | 31:05 | 42:38 | 44:01 | 12:00 | 08:53 |
 | Scythe of Vyse | 3 | 6.25% | 96.2 | 100.00% | +57.78% | 0.00% | 0.00% | 0.00% | 36:48 | 33:37 | 33:37 | 37:39 | 39:09 | 39:09 | 05:32 | 04:05 |
 | Wind Lace | 20 | 41.67% | 94.3 | 55.00% | +15.71% | -15.00% | +5.00% | 1.45% | 16:44 | 07:06 | 08:35 | 12:53 | 22:22 | 31:13 | 13:47 | 10:12 |
 | Boots of Speed | 48 | 100.00% | 92.5 | 45.83% | +45.83% | -4.16% | +12.50% | 5.65% | 06:16 | 02:40 | 04:37 | 05:52 | 07:34 | 11:42 | 02:57 | 02:11 |
 | Tranquil Boots | 16 | 33.33% | 90.6 | 56.25% | +15.62% | -6.25% | +18.75% | 2.38% | 17:52 | 08:10 | 12:24 | 16:03 | 22:55 | 32:17 | 10:31 | 07:47 |
 | Ring of Protection | 7 | 14.58% | 88.7 | 71.43% | +29.97% | +28.57% | -21.43% | -4.68% | 11:36 | -01:23 | 05:05 | 11:44 | 15:46 | 22:50 | 10:41 | 07:54 |
 | Urn of Shadows | 5 | 10.42% | 86.8 | 80.00% | +38.14% | +20.00% | +20.00% | 0.00% | 09:37 | 05:28 | 05:28 | 07:31 | 12:06 | 16:01 | 06:38 | 04:54 |
 | Magic Wand | 45 | 93.75% | 84.9 | 44.44% | -22.23% | +10.11% | -26.26% | -5.85% | 08:30 | -01:29 | 05:16 | 09:15 | 11:29 | 23:53 | 06:13 | 04:36 |
 | Arcane Boots | 35 | 72.92% | 83.0 | 45.71% | -0.44% | -12.38% | +20.96% | 8.00% | 13:58 | 08:09 | 10:35 | 12:52 | 14:45 | 27:28 | 04:10 | 03:05 |
 | Void Stone | 33 | 68.75% | 81.1 | 45.45% | -1.22% | -7.95% | +4.55% | 1.44% | 22:21 | 12:46 | 16:41 | 19:34 | 25:23 | 48:09 | 08:42 | 06:26 |
 | Magic Stick | 45 | 93.75% | 79.2 | 42.22% | -57.78% | -5.86% | +3.23% | 3.13% | 01:53 | -01:30 | -01:29 | 01:43 | 04:23 | 12:22 | 05:52 | 04:20 |
 | Aether Lens | 30 | 62.50% | 77.4 | 43.33% | -6.67% | -5.83% | +13.81% | 2.15% | 24:05 | 16:09 | 19:17 | 21:35 | 28:24 | 48:22 | 09:07 | 06:45 |
 | Glimmer Cape | 8 | 16.67% | 75.5 | 62.50% | +20.00% | -12.50% | -12.50% | 0.00% | 25:26 | 17:31 | 20:08 | 22:04 | 26:34 | 41:39 | 06:26 | 04:45 |
 | Aghanim's Shard | 18 | 37.50% | 73.6 | 44.44% | -2.23% | -4.44% | +30.56% | 3.76% | 28:18 | 17:29 | 21:56 | 26:15 | 31:14 | 52:40 | 09:18 | 06:53 |
 | Spirit Vessel | 4 | 8.33% | 71.7 | 75.00% | +31.82% | +25.00% | -75.00% | -25.64% | 19:29 | 16:18 | 16:18 | 17:39 | 20:12 | 23:48 | 03:54 | 02:53 |
 | Lotus Orb | 4 | 8.33% | 69.8 | 75.00% | +31.82% | +25.00% | -75.00% | -8.49% | 29:59 | 20:48 | 20:48 | 29:53 | 32:35 | 36:39 | 11:47 | 08:43 |
 | Fluffy Hat | 22 | 45.83% | 67.9 | 40.91% | -9.09% | +42.42% | -20.91% | -4.87% | 18:41 | -01:29 | 12:50 | 14:55 | 25:50 | 46:09 | 13:00 | 09:37 |
 | Aghanim's Scepter | 2 | 4.17% | 66.0 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 53:34 | 45:26 | 45:26 | 1:01:41 | 1:01:41 | 1:01:41 | 16:15 | 12:02 |
 | Blight Stone | 10 | 20.83% | 64.2 | 50.00% | +5.26% | +16.67% | 0.00% | -16.67% | 04:05 | -01:29 | -01:29 | -01:29 | -01:28 | 28:21 | 00:01 | 00:00 |
 | Force Staff | 17 | 35.42% | 62.3 | 41.18% | -7.21% | +8.82% | +8.82% | 0.00% | 24:04 | 16:24 | 19:22 | 21:16 | 24:36 | 46:09 | 05:14 | 03:52 |
 | Headdress | 5 | 10.42% | 60.4 | 60.00% | +15.81% | +40.00% | +40.00% | 0.00% | 03:48 | -01:29 | -01:29 | -01:29 | -01:29 | 24:57 | 00:00 | 00:00 |
 | Ring of Health | 5 | 10.42% | 58.5 | 60.00% | +15.81% | +40.00% | -60.00% | -5.25% | 29:16 | 16:01 | 16:01 | 30:40 | 35:03 | 35:15 | 19:02 | 14:05 |
 | Ghost Scepter | 6 | 12.50% | 56.6 | 50.00% | +4.76% | +50.00% | +50.00% | 0.00% | 34:59 | 25:12 | 25:51 | 29:19 | 45:51 | 48:31 | 20:00 | 14:48 |
 | Wraith Band | 3 | 6.25% | 54.7 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 07:17 | 01:25 | 01:25 | 06:34 | 13:53 | 13:53 | 12:28 | 09:14 |
 | Ring of Basilius | 3 | 6.25% | 52.8 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 19:26 | 12:15 | 12:15 | 22:50 | 23:14 | 23:14 | 10:59 | 08:08 |
 | Kaya | 3 | 6.25% | 50.9 | 66.67% | +22.23% | -66.67% | 0.00% | 0.00% | 33:08 | 25:35 | 25:35 | 33:40 | 40:08 | 40:08 | 14:33 | 10:46 |
 | Chainmail | 1 | 2.08% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.08% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 24:04 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.08% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:54 | 48:54 | 48:54 | 48:54 | 48:54 | 48:54 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 2.08% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 2.08% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 2.08% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 15:02 | 00:00 | 00:00 |
 | Solar Crest | 1 | 2.08% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 24:48 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.08% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Crown | 5 | 10.42% | 34.0 | 40.00% | -6.51% | +60.00% | -40.00% | -9.35% | 24:32 | 13:36 | 13:36 | 16:28 | 24:18 | 52:01 | 10:42 | 07:55 |
 | Vladmir's Offering | 2 | 4.17% | 32.1 | 50.00% | +4.35% | +50.00% | 0.00% | 0.00% | 28:13 | 25:04 | 25:04 | 31:21 | 31:21 | 31:21 | 06:17 | 04:39 |
 | Morbid Mask | 2 | 4.17% | 30.2 | 50.00% | +4.35% | +50.00% | 0.00% | 0.00% | 27:23 | 23:53 | 23:53 | 30:53 | 30:53 | 30:53 | 07:00 | 05:11 |
 | Octarine Core | 2 | 4.17% | 28.3 | 50.00% | +4.35% | -50.00% | 0.00% | 0.00% | 49:23 | 43:47 | 43:47 | 54:58 | 54:58 | 54:58 | 11:11 | 08:17 |
 | Buckler | 2 | 4.17% | 26.4 | 50.00% | +4.35% | -50.00% | 0.00% | 0.00% | 22:24 | 21:58 | 21:58 | 22:50 | 22:50 | 22:50 | 00:52 | 00:38 |
 | Wraith Pact | 1 | 2.08% | 24.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 2.08% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 4.17% | 20.8 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 22:19 | 20:47 | 20:47 | 23:50 | 23:50 | 23:50 | 03:03 | 02:15 |
 | Desolator | 1 | 2.08% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 31:48 | 00:00 | 00:00 |
 | Maelstrom | 3 | 6.25% | 17.0 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 20:45 | 12:11 | 12:11 | 14:02 | 36:01 | 36:01 | 23:50 | 17:39 |
 | Crystalys | 1 | 2.08% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Daedalus | 1 | 2.08% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 36:12 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.08% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Dagon | 1 | 2.08% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |
 | Null Talisman | 2 | 4.17% | 7.5 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 02:55 | 02:15 | 02:15 | 03:35 | 03:35 | 03:35 | 01:20 | 00:59 |
 | Bottle | 2 | 4.17% | 5.7 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 00:58 | 00:02 | 00:02 | 01:54 | 01:54 | 01:54 | 01:52 | 01:22 |
 | Javelin | 3 | 6.25% | 3.8 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 17:06 | 07:32 | 07:32 | 09:14 | 34:32 | 34:32 | 27:00 | 20:00 |
 | Gleipnir | 2 | 4.17% | 1.9 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 24:08 | 23:05 | 23:05 | 25:10 | 25:10 | 25:10 | 02:05 | 01:32 |