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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 | |
 | Aether Lens | 20 | 28.99% | 100.0 | 75.00% | +36.22% | -15.00% | +5.00% | 2.65% | 24:57 | 10:48 | 19:04 | 21:47 | 26:36 | 43:46 | 07:32 | 05:34 |
 | Void Stone | 32 | 46.38% | 97.9 | 68.75% | +36.32% | -6.25% | +6.25% | 1.28% | 20:49 | 06:18 | 15:33 | 18:14 | 25:17 | 40:03 | 09:44 | 07:12 |
 | Arcane Boots | 26 | 37.68% | 95.8 | 61.54% | +19.68% | -18.68% | +38.46% | 6.86% | 15:47 | 06:20 | 10:30 | 13:21 | 18:50 | 40:00 | 08:20 | 06:10 |
 | Ring of Health | 4 | 5.80% | 93.8 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 26:30 | 15:20 | 15:20 | 25:17 | 30:40 | 34:44 | 15:20 | 11:21 |
 | Wind Lace | 34 | 49.28% | 91.7 | 55.88% | +13.02% | -0.32% | +6.62% | 0.98% | 12:26 | 04:31 | 07:55 | 09:22 | 14:59 | 33:49 | 07:04 | 05:14 |
 | Boots of Speed | 69 | 100.00% | 89.6 | 49.28% | +49.28% | +9.54% | +3.66% | -1.63% | 07:25 | -01:29 | 05:34 | 07:08 | 09:11 | 13:43 | 03:37 | 02:40 |
 | Magic Wand | 45 | 65.22% | 87.5 | 51.11% | +5.28% | +12.53% | -14.75% | -5.62% | 10:49 | 03:50 | 08:02 | 11:28 | 12:53 | 18:39 | 04:51 | 03:35 |
 | Magic Stick | 60 | 86.96% | 85.4 | 46.67% | -20.00% | 0.00% | 0.00% | 0.00% | 03:22 | -01:29 | -01:29 | 02:03 | 06:19 | 18:11 | 07:48 | 05:46 |
 | Fluffy Hat | 30 | 43.48% | 83.3 | 50.00% | +1.28% | 0.00% | -7.14% | -0.53% | 19:30 | 08:32 | 12:58 | 15:30 | 26:24 | 49:31 | 13:26 | 09:57 |
 | Aghanim's Scepter | 9 | 13.04% | 81.3 | 66.67% | +20.00% | -16.67% | +33.33% | 2.96% | 31:48 | 19:24 | 21:37 | 33:13 | 38:30 | 47:02 | 16:53 | 12:30 |
 | Ring of Protection | 5 | 7.25% | 79.2 | 80.00% | +33.12% | -80.00% | +20.00% | 3.89% | 18:53 | 01:42 | 01:42 | 22:03 | 27:25 | 40:34 | 25:43 | 19:02 |
 | Eul's Scepter of Divinity | 12 | 17.39% | 77.1 | 58.33% | +10.96% | -25.00% | -25.00% | 0.00% | 20:29 | 11:02 | 16:57 | 19:35 | 22:41 | 31:50 | 05:44 | 04:14 |
 | Crown | 12 | 17.39% | 75.0 | 58.33% | +10.96% | +8.34% | +41.67% | 6.13% | 14:09 | 08:46 | 11:28 | 13:09 | 16:54 | 18:46 | 05:26 | 04:01 |
 | Chainmail | 10 | 14.49% | 72.9 | 60.00% | +12.54% | +6.67% | -10.00% | -3.16% | 13:58 | 07:03 | 09:20 | 10:12 | 14:37 | 35:37 | 05:17 | 03:54 |
 | Aghanim's Shard | 22 | 31.88% | 70.8 | 45.45% | -5.61% | +4.55% | -5.45% | -1.31% | 27:06 | 20:14 | 23:26 | 26:30 | 31:05 | 35:33 | 07:39 | 05:40 |
 | Veil of Discord | 11 | 15.94% | 68.8 | 54.55% | +6.27% | +12.12% | +12.12% | 0.00% | 16:29 | 11:20 | 13:46 | 15:51 | 17:33 | 23:02 | 03:47 | 02:48 |
 | Force Staff | 23 | 33.33% | 66.7 | 43.48% | -8.69% | +6.52% | +6.52% | 0.00% | 25:53 | 15:47 | 20:39 | 24:02 | 28:30 | 49:32 | 07:51 | 05:48 |
 | Ring of Basilius | 15 | 21.74% | 64.6 | 46.67% | -3.33% | +3.33% | +3.33% | 0.00% | 07:47 | -01:29 | 02:42 | 07:10 | 10:45 | 16:40 | 08:03 | 05:57 |
 | Tranquil Boots | 16 | 23.19% | 62.5 | 43.75% | -7.19% | +31.25% | -18.75% | -8.02% | 15:25 | 06:10 | 11:08 | 14:51 | 17:22 | 28:41 | 06:14 | 04:37 |
 | Drum of Endurance | 2 | 2.90% | 60.4 | 100.00% | +52.24% | 0.00% | 0.00% | 0.00% | 18:58 | 17:30 | 17:30 | 20:26 | 20:26 | 20:26 | 02:56 | 02:10 |
 | Sange | 2 | 2.90% | 58.3 | 100.00% | +52.24% | 0.00% | 0.00% | 0.00% | 31:58 | 24:03 | 24:03 | 39:53 | 39:53 | 39:53 | 15:50 | 11:43 |
 | Headdress | 2 | 2.90% | 56.3 | 100.00% | +52.24% | 0.00% | 0.00% | 0.00% | 25:59 | 16:20 | 16:20 | 35:37 | 35:37 | 35:37 | 19:17 | 14:17 |
 | Lotus Orb | 2 | 2.90% | 54.2 | 100.00% | +52.24% | 0.00% | 0.00% | 0.00% | 33:00 | 31:16 | 31:16 | 34:44 | 34:44 | 34:44 | 03:28 | 02:34 |
 | Buckler | 2 | 2.90% | 52.1 | 100.00% | +52.24% | 0.00% | 0.00% | 0.00% | 34:00 | 27:25 | 27:25 | 40:34 | 40:34 | 40:34 | 13:09 | 09:44 |
 | Kaya and Sange | 2 | 2.90% | 50.0 | 100.00% | +52.24% | 0.00% | 0.00% | 0.00% | 32:25 | 24:37 | 24:37 | 40:13 | 40:13 | 40:13 | 15:36 | 11:33 |
 | Witch Blade | 7 | 10.14% | 47.9 | 57.14% | +8.75% | +42.86% | -57.14% | -58.82% | 15:44 | 11:21 | 14:09 | 15:37 | 15:51 | 20:19 | 01:42 | 01:15 |
 | Null Talisman | 9 | 13.04% | 45.8 | 44.44% | -5.56% | +55.56% | -44.44% | -75.00% | 03:08 | -01:29 | 01:29 | 02:31 | 02:49 | 12:53 | 01:20 | 00:59 |
 | Blink Dagger | 6 | 8.70% | 43.8 | 50.00% | +0.79% | -50.00% | +50.00% | 22.22% | 28:00 | 17:26 | 23:04 | 24:06 | 27:34 | 51:35 | 04:30 | 03:20 |
 | Urn of Shadows | 3 | 4.35% | 41.7 | 66.67% | +18.19% | -66.67% | 0.00% | 0.00% | 09:18 | 02:32 | 02:32 | 03:18 | 22:03 | 22:03 | 19:31 | 14:27 |
 | Kaya | 3 | 4.35% | 39.6 | 66.67% | +18.19% | +33.33% | 0.00% | 0.00% | 27:27 | 20:37 | 20:37 | 26:38 | 35:05 | 35:05 | 14:28 | 10:42 |
 | Phase Boots | 3 | 4.35% | 37.5 | 66.67% | +18.19% | +33.33% | 0.00% | 0.00% | 09:47 | 08:19 | 08:19 | 10:14 | 10:49 | 10:49 | 02:30 | 01:51 |
 | Glimmer Cape | 14 | 20.29% | 35.4 | 28.57% | -25.98% | -3.57% | +38.10% | 5.08% | 25:03 | 16:17 | 21:04 | 23:15 | 29:16 | 35:10 | 08:12 | 06:04 |
 | Hood of Defiance | 1 | 1.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.45% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:00 | 02:00 | 02:00 | 02:00 | 02:00 | 02:00 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.45% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.45% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 21:21 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.45% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.45% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.45% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:25 | 27:25 | 27:25 | 27:25 | 27:25 | 27:25 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.45% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:59 | 14:59 | 14:59 | 14:59 | 14:59 | 14:59 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.45% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 15:32 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.45% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 1.45% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 27:05 | 00:00 | 00:00 |
 | Ghost Scepter | 8 | 11.59% | 10.4 | 25.00% | -27.46% | +25.00% | -25.00% | -4.13% | 33:02 | 25:22 | 26:24 | 27:15 | 38:31 | 49:00 | 12:07 | 08:58 |
 | Power Treads | 2 | 2.90% | 8.3 | 50.00% | +0.75% | +50.00% | 0.00% | 0.00% | 08:14 | 07:01 | 07:01 | 09:27 | 09:27 | 09:27 | 02:26 | 01:48 |
 | Octarine Core | 1 | 1.45% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.45% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.45% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |