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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 | |
 | Dragon Lance | 38 | 48.10% | 100.0 | 57.89% | +16.43% | -17.89% | +8.78% | 4.34% | 16:18 | 08:49 | 11:52 | 13:20 | 18:01 | 53:54 | 06:09 | 04:33 |
 | Wind Lace | 53 | 67.09% | 98.7 | 54.72% | +16.26% | +6.82% | -8.57% | -3.58% | 07:26 | -01:29 | 04:12 | 05:55 | 08:30 | 25:08 | 04:18 | 03:11 |
 | Boots of Speed | 79 | 100.00% | 97.3 | 49.37% | +49.37% | +5.63% | -4.37% | -4.48% | 04:21 | -01:29 | 03:10 | 03:51 | 05:24 | 09:42 | 02:14 | 01:39 |
 | Black King Bar | 35 | 44.30% | 96.0 | 54.29% | +8.84% | -9.85% | -9.85% | 0.00% | 24:37 | 15:52 | 21:39 | 24:33 | 26:16 | 38:48 | 04:37 | 03:25 |
 | Bottle | 31 | 39.24% | 94.7 | 54.84% | +9.01% | +7.66% | +7.66% | 0.00% | 01:42 | 00:49 | 01:20 | 01:35 | 02:00 | 03:23 | 00:40 | 00:29 |
 | Magic Wand | 69 | 87.34% | 93.3 | 47.83% | -12.17% | -0.77% | -6.65% | -1.32% | 07:52 | 02:23 | 04:53 | 06:41 | 09:20 | 33:59 | 04:27 | 03:17 |
 | Magic Stick | 72 | 91.14% | 92.0 | 47.22% | -24.21% | -8.33% | -8.33% | 0.00% | 04:48 | -01:29 | 01:58 | 04:10 | 06:57 | 33:59 | 04:59 | 03:41 |
 | Eye of Skadi | 10 | 12.66% | 90.7 | 70.00% | +23.62% | -36.67% | +30.00% | 18.78% | 33:12 | 26:38 | 31:29 | 32:47 | 35:02 | 38:05 | 03:33 | 02:37 |
 | Fluffy Hat | 42 | 53.16% | 89.3 | 47.62% | -3.73% | +16.02% | -27.62% | -2.33% | 19:56 | 02:03 | 10:09 | 15:43 | 28:51 | 46:50 | 18:42 | 13:51 |
 | Force Staff | 38 | 48.10% | 88.0 | 47.37% | -3.85% | +22.63% | -25.15% | -4.64% | 25:31 | 13:25 | 19:29 | 23:40 | 29:47 | 47:16 | 10:18 | 07:37 |
 | Sange | 11 | 13.92% | 86.7 | 63.64% | +16.58% | -30.31% | +3.03% | 5.94% | 24:30 | 17:32 | 20:36 | 25:12 | 26:13 | 29:49 | 05:37 | 04:09 |
 | Spirit Vessel | 3 | 3.80% | 85.3 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 14:57 | 09:44 | 09:44 | 14:01 | 21:05 | 21:05 | 11:21 | 08:24 |
 | Power Treads | 22 | 27.85% | 84.0 | 50.00% | +0.88% | -33.33% | -10.00% | 3.71% | 11:55 | 05:03 | 07:34 | 09:12 | 13:51 | 43:35 | 06:17 | 04:39 |
 | Crown | 37 | 46.84% | 82.7 | 40.54% | -16.60% | +3.90% | -7.21% | -1.79% | 11:17 | 02:40 | 06:34 | 09:22 | 12:47 | 28:41 | 06:13 | 04:36 |
 | Ring of Protection | 28 | 35.44% | 81.3 | 42.86% | -10.08% | +14.28% | +14.28% | 0.00% | 04:53 | -01:29 | 00:53 | 02:18 | 04:01 | 31:16 | 03:08 | 02:19 |
 | Rod of Atos | 25 | 31.65% | 80.0 | 44.00% | -7.85% | +22.67% | -10.67% | -8.89% | 13:54 | 10:08 | 11:14 | 12:45 | 14:59 | 20:23 | 03:45 | 02:46 |
 | Aghanim's Scepter | 11 | 13.92% | 78.7 | 54.55% | +6.02% | +12.12% | -21.22% | -2.50% | 26:44 | 17:18 | 17:22 | 27:09 | 30:41 | 39:43 | 13:19 | 09:51 |
 | Hurricane Pike | 17 | 21.52% | 77.3 | 47.06% | -2.94% | +27.94% | -22.06% | -4.75% | 28:15 | 16:47 | 21:31 | 27:37 | 32:02 | 53:54 | 10:31 | 07:47 |
 | Wraith Band | 17 | 21.52% | 76.0 | 47.06% | -2.94% | +2.94% | +2.94% | 0.00% | 04:55 | 02:09 | 03:14 | 03:49 | 04:46 | 16:45 | 01:32 | 01:08 |
 | Yasha | 6 | 7.59% | 74.7 | 66.67% | +18.72% | -16.67% | +33.33% | 5.84% | 21:32 | 15:53 | 17:04 | 20:16 | 25:38 | 27:25 | 08:34 | 06:20 |
 | Urn of Shadows | 25 | 31.65% | 73.3 | 40.00% | -13.70% | +10.00% | +10.00% | 0.00% | 04:13 | 02:16 | 02:51 | 04:16 | 05:23 | 06:39 | 02:32 | 01:52 |
 | Sange and Yasha | 4 | 5.06% | 72.0 | 75.00% | +27.00% | +25.00% | +25.00% | 0.00% | 24:34 | 20:32 | 20:32 | 24:03 | 25:52 | 27:48 | 05:20 | 03:57 |
 | Chainmail | 13 | 16.46% | 70.7 | 46.15% | -3.85% | -12.82% | -46.15% | -2.95% | 16:41 | 07:02 | 11:12 | 15:10 | 22:30 | 23:45 | 11:18 | 08:22 |
 | Butterfly | 2 | 2.53% | 69.3 | 100.00% | +51.95% | 0.00% | 0.00% | 0.00% | 36:57 | 34:09 | 34:09 | 39:44 | 39:44 | 39:44 | 05:35 | 04:08 |
 | Blight Stone | 10 | 12.66% | 68.0 | 50.00% | +0.72% | +16.67% | -50.00% | -7.23% | 19:22 | 11:45 | 14:06 | 21:46 | 23:19 | 23:56 | 09:13 | 06:49 |
 | Medallion of Courage | 10 | 12.66% | 66.7 | 50.00% | +0.72% | +16.67% | -50.00% | -7.94% | 19:42 | 12:45 | 14:55 | 22:14 | 23:19 | 24:09 | 08:24 | 06:13 |
 | Solar Crest | 8 | 10.13% | 65.3 | 50.00% | +0.70% | +50.00% | -50.00% | -15.87% | 25:12 | 17:37 | 20:47 | 22:29 | 27:05 | 33:34 | 06:18 | 04:40 |
 | Buckler | 5 | 6.33% | 64.0 | 60.00% | +11.35% | -60.00% | +40.00% | 7.27% | 27:27 | 16:42 | 16:42 | 30:22 | 30:27 | 31:24 | 13:45 | 10:11 |
 | Aghanim's Shard | 9 | 11.39% | 62.7 | 44.44% | -5.56% | +5.56% | +55.56% | 2.31% | 35:32 | 20:00 | 20:04 | 40:24 | 41:43 | 45:57 | 21:39 | 16:02 |
 | Ring of Health | 14 | 17.72% | 61.3 | 35.71% | -16.60% | +14.29% | +30.96% | 0.85% | 20:55 | 08:05 | 13:07 | 16:45 | 32:48 | 38:30 | 19:41 | 14:34 |
 | Tranquil Boots | 10 | 12.66% | 60.0 | 40.00% | -10.72% | -6.67% | +10.00% | 4.70% | 10:49 | 06:28 | 07:28 | 08:47 | 11:01 | 26:06 | 03:33 | 02:37 |
 | Quelling Blade | 10 | 12.66% | 58.7 | 40.00% | -10.72% | -40.00% | +10.00% | 0.00% | 00:03 | -01:29 | -01:29 | -01:29 | -01:29 | 13:47 | 00:00 | 00:00 |
 | Heaven's Halberd | 3 | 3.80% | 57.3 | 66.67% | +17.99% | -66.67% | 0.00% | 0.00% | 27:45 | 23:14 | 23:14 | 28:29 | 31:33 | 31:33 | 08:19 | 06:09 |
 | Aeon Disk | 3 | 3.80% | 56.0 | 66.67% | +17.99% | +33.33% | 0.00% | 0.00% | 37:07 | 32:42 | 32:42 | 34:02 | 44:38 | 44:38 | 11:56 | 08:50 |
 | Falcon Blade | 3 | 3.80% | 54.7 | 66.67% | +17.99% | +33.33% | 0.00% | 0.00% | 08:09 | 05:34 | 05:34 | 08:39 | 10:14 | 10:14 | 04:40 | 03:27 |
 | Blink Dagger | 3 | 3.80% | 53.3 | 66.67% | +17.99% | +33.33% | 0.00% | 0.00% | 25:59 | 16:45 | 16:45 | 21:11 | 40:01 | 40:01 | 23:16 | 17:14 |
 | Assault Cuirass | 3 | 3.80% | 52.0 | 66.67% | +17.99% | +33.33% | 0.00% | 0.00% | 31:14 | 28:43 | 28:43 | 31:19 | 33:41 | 33:41 | 04:58 | 03:40 |
 | Javelin | 3 | 3.80% | 50.7 | 66.67% | +17.99% | -66.67% | 0.00% | 0.00% | 31:35 | 30:27 | 30:27 | 30:51 | 33:26 | 33:26 | 02:59 | 02:12 |
 | Void Stone | 7 | 8.86% | 49.3 | 42.86% | -7.14% | -42.86% | +57.14% | 9.17% | 33:42 | 25:47 | 27:00 | 33:38 | 37:54 | 40:13 | 10:54 | 08:04 |
 | Pipe of Insight | 4 | 5.06% | 48.0 | 50.00% | +0.67% | -50.00% | -50.00% | 0.00% | 23:12 | 15:57 | 15:57 | 22:04 | 25:00 | 29:46 | 09:03 | 06:42 |
 | Hood of Defiance | 9 | 11.39% | 46.7 | 33.33% | -18.10% | +16.67% | +16.67% | 0.00% | 15:13 | 08:56 | 09:31 | 15:41 | 16:55 | 23:50 | 07:24 | 05:28 |
 | Monkey King Bar | 1 | 1.27% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 32:52 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.27% | 44.0 | 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 |
 | Kaya and Sange | 1 | 1.27% | 42.7 | 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 |
 | Phase Boots | 1 | 1.27% | 41.3 | 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 |
 | Kaya | 1 | 1.27% | 40.0 | 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 |
 | Vladmir's Offering | 1 | 1.27% | 38.7 | 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 |
 | Gleipnir | 1 | 1.27% | 37.3 | 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 |
 | Maelstrom | 1 | 1.27% | 36.0 | 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 |
 | Crystalys | 1 | 1.27% | 34.7 | 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 |
 | Headdress | 5 | 6.33% | 33.3 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 19:13 | 11:33 | 11:33 | 18:29 | 24:24 | 27:52 | 12:51 | 09:31 |
 | Glimmer Cape | 6 | 7.59% | 32.0 | 33.33% | -17.35% | -33.33% | -33.33% | 0.00% | 26:12 | 18:09 | 23:19 | 23:25 | 31:16 | 35:12 | 07:57 | 05:53 |
 | Ring of Basilius | 6 | 7.59% | 30.7 | 33.33% | -17.35% | -33.33% | +66.67% | 21.28% | 08:32 | -01:24 | 03:06 | 05:28 | 07:48 | 30:27 | 04:42 | 03:28 |
 | Eternal Shroud | 2 | 2.53% | 29.3 | 50.00% | +0.65% | -50.00% | 0.00% | 0.00% | 23:21 | 19:52 | 19:52 | 26:50 | 26:50 | 26:50 | 06:58 | 05:09 |
 | Manta Style | 2 | 2.53% | 28.0 | 50.00% | +0.65% | +50.00% | 0.00% | 0.00% | 20:58 | 19:44 | 19:44 | 22:11 | 22:11 | 22:11 | 02:27 | 01:48 |
 | Morbid Mask | 2 | 2.53% | 26.7 | 50.00% | +0.65% | +50.00% | 0.00% | 0.00% | 33:03 | 30:27 | 30:27 | 35:38 | 35:38 | 35:38 | 05:11 | 03:50 |
 | Arcane Boots | 3 | 3.80% | 25.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 17:54 | 07:59 | 07:59 | 17:21 | 28:21 | 28:21 | 20:22 | 15:05 |
 | Lotus Orb | 3 | 3.80% | 24.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 32:56 | 27:07 | 27:07 | 32:53 | 38:49 | 38:49 | 11:42 | 08:40 |
 | Ghost Scepter | 6 | 7.59% | 22.7 | 16.67% | -35.38% | +33.33% | -16.67% | -3.37% | 33:36 | 19:56 | 24:48 | 34:11 | 39:38 | 47:27 | 14:50 | 10:59 |
 | Mekansm | 1 | 1.27% | 21.3 | 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 |
 | Null Talisman | 1 | 1.27% | 20.0 | 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 |
 | Drum of Endurance | 1 | 1.27% | 18.7 | 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 |
 | Bracer | 1 | 1.27% | 17.3 | 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 |
 | Linken's Sphere | 1 | 1.27% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 38:39 | 00:00 | 00:00 |
 | Satanic | 1 | 1.27% | 14.7 | 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 |
 | Blade Mail | 1 | 1.27% | 13.3 | 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 |
 | Shiva's Guard | 1 | 1.27% | 12.0 | 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 |
 | Helm of the Dominator | 1 | 1.27% | 10.7 | 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 |
 | Witch Blade | 1 | 1.27% | 9.3 | 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 | 2 | 2.53% | 8.0 | 0.00% | -50.65% | 0.00% | 0.00% | 0.00% | 38:07 | 33:22 | 33:22 | 42:51 | 42:51 | 42:51 | 09:29 | 07:01 |
 | Veil of Discord | 2 | 2.53% | 6.7 | 0.00% | -50.65% | 0.00% | 0.00% | 0.00% | 14:56 | 14:27 | 14:27 | 15:24 | 15:24 | 15:24 | 00:57 | 00:42 |
 | Helm of Iron Will | 1 | 1.27% | 5.3 | 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 |
 | Helm of the Overlord | 1 | 1.27% | 4.0 | 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 |
 | Eul's Scepter of Divinity | 1 | 1.27% | 2.7 | 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 |
 | Guardian Greaves | 1 | 1.27% | 1.3 | 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 |