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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 | |
 | Wind Lace | 37 | 60.66% | 100.0 | 59.46% | +21.96% | +7.21% | -37.24% | -9.56% | 07:55 | -01:29 | 04:39 | 06:16 | 09:18 | 24:31 | 04:39 | 03:26 |
 | Boots of Speed | 61 | 100.00% | 98.6 | 50.82% | +50.82% | +22.51% | -17.49% | -20.51% | 04:17 | -01:29 | 03:10 | 03:51 | 05:07 | 09:42 | 01:57 | 01:26 |
 | Dragon Lance | 29 | 47.54% | 97.2 | 55.17% | +8.29% | -12.31% | +1.97% | 2.03% | 16:56 | 08:49 | 11:41 | 12:31 | 18:43 | 53:54 | 07:02 | 05:12 |
 | Sange | 10 | 16.39% | 95.8 | 70.00% | +22.94% | -36.67% | -20.00% | 2.26% | 24:23 | 17:32 | 20:36 | 24:03 | 27:59 | 29:49 | 07:23 | 05:28 |
 | Magic Wand | 52 | 85.25% | 94.4 | 48.08% | -18.59% | -9.62% | -1.93% | 1.73% | 07:11 | 02:23 | 04:41 | 06:07 | 09:08 | 18:30 | 04:27 | 03:17 |
 | Magic Stick | 55 | 90.16% | 93.1 | 47.27% | -36.06% | -11.56% | -11.56% | 0.00% | 04:08 | -01:29 | 01:46 | 03:30 | 06:16 | 11:07 | 04:30 | 03:20 |
 | Black King Bar | 26 | 42.62% | 91.7 | 53.85% | +5.28% | +3.29% | -3.85% | -1.36% | 24:14 | 15:52 | 21:15 | 24:02 | 26:31 | 35:43 | 05:16 | 03:54 |
 | Bottle | 27 | 44.26% | 90.3 | 51.85% | +1.85% | +5.29% | +5.29% | 0.00% | 01:38 | 00:49 | 01:18 | 01:32 | 01:58 | 02:50 | 00:40 | 00:29 |
 | Fluffy Hat | 35 | 57.38% | 88.9 | 48.57% | -5.28% | +18.10% | -37.46% | -3.15% | 19:23 | 02:03 | 10:09 | 15:57 | 27:47 | 46:08 | 17:38 | 13:03 |
 | Spirit Vessel | 3 | 4.92% | 87.5 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 14:57 | 09:44 | 09:44 | 14:01 | 21:05 | 21:05 | 11:21 | 08:24 |
 | Rod of Atos | 18 | 29.51% | 86.1 | 55.56% | +6.72% | +24.44% | -5.56% | -8.00% | 13:38 | 10:08 | 11:14 | 12:40 | 14:59 | 20:23 | 03:45 | 02:46 |
 | Force Staff | 33 | 54.10% | 84.7 | 48.48% | -5.09% | +26.52% | -48.48% | -7.00% | 24:37 | 13:25 | 18:31 | 23:40 | 29:14 | 46:08 | 10:43 | 07:56 |
 | Ring of Protection | 21 | 34.43% | 83.3 | 52.38% | +2.38% | +7.62% | +7.62% | 0.00% | 04:32 | -01:29 | 00:33 | 02:20 | 04:01 | 31:16 | 03:28 | 02:34 |
 | Eye of Skadi | 5 | 8.20% | 81.9 | 80.00% | +31.79% | +20.00% | +20.00% | 0.00% | 32:04 | 26:38 | 26:38 | 32:47 | 33:30 | 35:02 | 06:52 | 05:05 |
 | Urn of Shadows | 19 | 31.15% | 80.6 | 52.63% | +2.63% | +7.37% | +7.37% | 0.00% | 04:12 | 02:16 | 02:48 | 04:34 | 05:23 | 06:39 | 02:35 | 01:54 |
 | Crown | 28 | 45.90% | 79.2 | 46.43% | -8.12% | +25.00% | -3.57% | -3.31% | 12:02 | 04:21 | 06:41 | 09:13 | 15:19 | 28:41 | 08:38 | 06:23 |
 | Hurricane Pike | 16 | 26.23% | 77.8 | 50.00% | -1.11% | +25.00% | -25.00% | -4.75% | 28:29 | 16:47 | 21:31 | 27:37 | 32:02 | 53:54 | 10:31 | 07:47 |
 | Aghanim's Scepter | 11 | 18.03% | 76.4 | 54.55% | +4.55% | +12.12% | -21.22% | -2.50% | 26:44 | 17:18 | 17:22 | 27:09 | 30:41 | 39:43 | 13:19 | 09:51 |
 | Yasha | 4 | 6.56% | 75.0 | 75.00% | +25.88% | +25.00% | +25.00% | 0.00% | 24:04 | 20:16 | 20:16 | 22:58 | 25:38 | 27:25 | 05:22 | 03:58 |
 | Sange and Yasha | 4 | 6.56% | 73.6 | 75.00% | +25.88% | +25.00% | +25.00% | 0.00% | 24:34 | 20:32 | 20:32 | 24:03 | 25:52 | 27:48 | 05:20 | 03:57 |
 | Wraith Band | 16 | 26.23% | 72.2 | 43.75% | -9.58% | +6.25% | +6.25% | 0.00% | 05:01 | 02:09 | 03:14 | 03:49 | 04:46 | 16:45 | 01:32 | 01:08 |
 | Blink Dagger | 2 | 3.28% | 70.8 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 18:58 | 16:45 | 16:45 | 21:11 | 21:11 | 21:11 | 04:26 | 03:17 |
 | Aeon Disk | 2 | 3.28% | 69.4 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 33:22 | 32:42 | 32:42 | 34:02 | 34:02 | 34:02 | 01:20 | 00:59 |
 | Falcon Blade | 2 | 3.28% | 68.1 | 100.00% | +50.85% | 0.00% | 0.00% | 0.00% | 07:07 | 05:34 | 05:34 | 08:39 | 08:39 | 08:39 | 03:05 | 02:17 |
 | Tranquil Boots | 8 | 13.11% | 66.7 | 50.00% | -0.94% | 0.00% | +50.00% | 14.08% | 09:20 | 06:28 | 07:28 | 08:47 | 11:01 | 11:16 | 03:33 | 02:37 |
 | Power Treads | 16 | 26.23% | 65.3 | 37.50% | -18.06% | -12.50% | +12.50% | 4.01% | 12:01 | 05:03 | 07:23 | 07:59 | 13:37 | 43:35 | 06:14 | 04:37 |
 | Chainmail | 10 | 16.39% | 63.9 | 40.00% | -12.94% | -6.67% | -40.00% | -3.19% | 15:44 | 07:02 | 11:12 | 14:55 | 21:39 | 23:45 | 10:27 | 07:44 |
 | Heaven's Halberd | 3 | 4.92% | 62.5 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 27:45 | 23:14 | 23:14 | 28:29 | 31:33 | 31:33 | 08:19 | 06:09 |
 | Blight Stone | 7 | 11.48% | 61.1 | 42.86% | -8.99% | +7.14% | -42.86% | -5.57% | 19:02 | 11:45 | 13:56 | 21:46 | 22:55 | 23:56 | 08:59 | 06:39 |
 | Medallion of Courage | 7 | 11.48% | 59.7 | 42.86% | -8.99% | +7.14% | -42.86% | -6.25% | 19:25 | 12:45 | 14:55 | 22:14 | 22:55 | 24:09 | 08:00 | 05:55 |
 | Ring of Health | 8 | 13.11% | 58.3 | 37.50% | -15.33% | +12.50% | +12.50% | 0.00% | 15:53 | 08:05 | 09:31 | 13:07 | 16:45 | 33:38 | 07:14 | 05:21 |
 | Ring of Basilius | 4 | 6.56% | 56.9 | 50.00% | -0.88% | -50.00% | +50.00% | 21.28% | 11:46 | 03:06 | 03:06 | 05:44 | 07:48 | 30:27 | 04:42 | 03:28 |
 | Buckler | 4 | 6.56% | 55.6 | 50.00% | -0.88% | -50.00% | +50.00% | 7.27% | 27:14 | 16:42 | 16:42 | 30:22 | 30:27 | 31:24 | 13:45 | 10:11 |
 | Void Stone | 4 | 6.56% | 54.2 | 50.00% | -0.88% | -50.00% | +50.00% | 12.74% | 31:40 | 25:47 | 25:47 | 27:00 | 33:38 | 40:13 | 07:51 | 05:48 |
 | Kaya | 1 | 1.64% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.64% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 33:26 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.64% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.64% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 43:56 | 00:00 | 00:00 |
 | Gleipnir | 1 | 1.64% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.64% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 40:13 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.64% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 07:02 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.64% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 30:28 | 00:00 | 00:00 |
 | Butterfly | 1 | 1.64% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 8.20% | 40.3 | 40.00% | -11.79% | -40.00% | +60.00% | 4.90% | 33:02 | 20:00 | 20:00 | 38:47 | 40:24 | 45:57 | 20:24 | 15:06 |
 | Quelling Blade | 5 | 8.20% | 38.9 | 40.00% | -11.79% | -40.00% | +60.00% | 0.00% | 01:34 | -01:29 | -01:29 | -01:29 | -01:29 | 13:47 | 00:00 | 00:00 |
 | Solar Crest | 5 | 8.20% | 37.5 | 40.00% | -11.79% | +60.00% | -40.00% | -15.87% | 24:42 | 20:47 | 20:47 | 22:29 | 27:05 | 32:16 | 06:18 | 04:40 |
 | Hood of Defiance | 6 | 9.84% | 36.1 | 33.33% | -19.40% | +16.67% | -33.33% | -6.90% | 13:21 | 08:56 | 09:31 | 12:35 | 16:46 | 16:55 | 07:15 | 05:22 |
 | Eternal Shroud | 2 | 3.28% | 34.7 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 23:21 | 19:52 | 19:52 | 26:50 | 26:50 | 26:50 | 06:58 | 05:09 |
 | Javelin | 2 | 3.28% | 33.3 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 31:57 | 30:27 | 30:27 | 33:26 | 33:26 | 33:26 | 02:59 | 02:12 |
 | Morbid Mask | 2 | 3.28% | 31.9 | 50.00% | -0.85% | +50.00% | 0.00% | 0.00% | 33:03 | 30:27 | 30:27 | 35:38 | 35:38 | 35:38 | 05:11 | 03:50 |
 | Pipe of Insight | 2 | 3.28% | 30.6 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 20:29 | 15:57 | 15:57 | 25:00 | 25:00 | 25:00 | 09:03 | 06:42 |
 | Assault Cuirass | 2 | 3.28% | 29.2 | 50.00% | -0.85% | -50.00% | 0.00% | 0.00% | 32:30 | 31:19 | 31:19 | 33:41 | 33:41 | 33:41 | 02:22 | 01:45 |
 | Headdress | 3 | 4.92% | 27.8 | 33.33% | -18.39% | -33.33% | 0.00% | 0.00% | 16:34 | 11:33 | 11:33 | 13:46 | 24:24 | 24:24 | 12:51 | 09:31 |
 | Ghost Scepter | 4 | 6.56% | 26.4 | 25.00% | -27.63% | +75.00% | -25.00% | -9.27% | 35:30 | 24:48 | 24:48 | 34:11 | 35:35 | 47:27 | 10:47 | 07:59 |
 | Glimmer Cape | 4 | 6.56% | 25.0 | 25.00% | -27.63% | -25.00% | -25.00% | 0.00% | 27:01 | 18:09 | 18:09 | 23:25 | 31:16 | 35:12 | 13:07 | 09:42 |
 | Helm of the Dominator | 1 | 1.64% | 23.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 1.64% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.64% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.64% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 1.64% | 18.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 39:45 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.64% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.64% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.64% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.64% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.64% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 27:07 | 00:00 | 00:00 |
 | Bracer | 1 | 1.64% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 08:51 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.64% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.64% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 12:33 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 1.64% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:24 | 15:24 | 15:24 | 15:24 | 15:24 | 15:24 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.64% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.64% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Satanic | 1 | 1.64% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |