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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 | |
 | Satanic | 36 | 39.13% | 100.0 | 66.67% | +43.46% | +11.11% | +11.11% | 0.00% | 28:08 | 21:13 | 24:05 | 29:16 | 31:13 | 37:45 | 07:08 | 05:17 |
 | Morbid Mask | 42 | 45.65% | 98.6 | 59.52% | +35.52% | +4.12% | +0.48% | -0.37% | 24:19 | 16:22 | 18:41 | 25:05 | 28:37 | 32:40 | 09:56 | 07:21 |
 | Ring of Health | 7 | 7.61% | 97.1 | 85.71% | +49.24% | -35.71% | +14.29% | 2.95% | 33:37 | 10:35 | 26:38 | 31:54 | 43:35 | 45:43 | 16:57 | 12:33 |
 | Monkey King Bar | 7 | 7.61% | 95.7 | 85.71% | +49.24% | +14.29% | +14.29% | 0.00% | 32:55 | 21:18 | 25:29 | 31:12 | 34:24 | 50:10 | 08:55 | 06:36 |
 | Daedalus | 23 | 25.00% | 94.2 | 60.87% | +27.54% | +22.46% | -10.87% | -4.51% | 30:21 | 22:27 | 25:27 | 28:51 | 32:50 | 46:21 | 07:23 | 05:28 |
 | Ring of Protection | 6 | 6.52% | 92.8 | 83.33% | +46.12% | -33.33% | +16.67% | 0.00% | 15:07 | 05:55 | 07:39 | 10:17 | 16:15 | 38:38 | 08:36 | 06:22 |
 | Aghanim's Blessing | 6 | 6.52% | 91.3 | 83.33% | +46.12% | -33.33% | +16.67% | 0.00% | 41:00 | 32:13 | 36:57 | 37:34 | 45:55 | 48:36 | 08:58 | 06:38 |
 | Wraith Band | 8 | 8.70% | 89.9 | 75.00% | +38.10% | +25.00% | -25.00% | -32.26% | 01:29 | -01:29 | 00:49 | 01:14 | 02:22 | 03:11 | 01:33 | 01:08 |
 | Void Stone | 8 | 8.70% | 88.4 | 75.00% | +38.10% | -75.00% | +25.00% | 3.67% | 31:40 | 12:03 | 16:22 | 31:54 | 43:36 | 45:44 | 27:14 | 20:10 |
 | Aghanim's Scepter | 54 | 58.70% | 87.0 | 48.15% | +19.20% | +8.99% | -25.07% | -10.27% | 15:41 | 10:34 | 13:49 | 15:39 | 17:08 | 25:02 | 03:19 | 02:27 |
 | Quelling Blade | 50 | 54.35% | 85.5 | 48.00% | +17.05% | -1.85% | +10.33% | 0.00% | -01:02 | -01:29 | -01:29 | -01:29 | -01:29 | 16:14 | 00:00 | 00:00 |
 | Crystalys | 43 | 46.74% | 84.1 | 48.84% | +16.19% | +5.71% | -12.48% | -1.23% | 20:43 | 08:10 | 11:22 | 21:28 | 26:10 | 45:56 | 14:48 | 10:57 |
 | Power Treads | 58 | 63.04% | 82.6 | 44.83% | +12.48% | +1.84% | -16.26% | -10.06% | 06:21 | 04:14 | 05:22 | 06:04 | 07:10 | 09:49 | 01:48 | 01:20 |
 | Boots of Speed | 90 | 97.83% | 81.2 | 41.11% | +41.11% | +6.72% | -9.29% | -3.51% | 06:03 | 01:38 | 03:37 | 05:12 | 08:11 | 14:25 | 04:34 | 03:22 |
 | Javelin | 11 | 11.96% | 79.7 | 63.64% | +26.60% | -30.31% | +36.36% | 3.55% | 27:43 | 09:03 | 15:55 | 27:24 | 34:43 | 46:27 | 18:48 | 13:55 |
 | Magic Wand | 75 | 81.52% | 78.3 | 41.33% | +6.04% | -4.49% | -4.49% | 0.00% | 08:29 | 00:45 | 04:00 | 07:21 | 12:06 | 24:09 | 08:06 | 06:00 |
 | Sange | 9 | 9.78% | 76.8 | 66.67% | +29.32% | -16.67% | -16.67% | 0.00% | 25:28 | 15:57 | 18:54 | 26:12 | 27:41 | 37:58 | 08:47 | 06:30 |
 | Solar Crest | 3 | 3.26% | 75.4 | 100.00% | +61.80% | 0.00% | 0.00% | 0.00% | 29:20 | 19:53 | 19:53 | 31:55 | 36:13 | 36:13 | 16:20 | 12:05 |
 | Lotus Orb | 3 | 3.26% | 73.9 | 100.00% | +61.80% | 0.00% | 0.00% | 0.00% | 38:14 | 32:36 | 32:36 | 34:54 | 47:12 | 47:12 | 14:36 | 10:48 |
 | Silver Edge | 3 | 3.26% | 72.5 | 100.00% | +61.80% | 0.00% | 0.00% | 0.00% | 32:02 | 26:14 | 26:14 | 33:14 | 36:37 | 36:37 | 10:23 | 07:41 |
 | Magic Stick | 81 | 88.04% | 71.0 | 39.51% | -5.94% | +5.49% | -4.51% | -10.00% | 01:15 | -01:30 | -01:29 | -01:28 | 01:31 | 16:53 | 03:00 | 02:13 |
 | Black King Bar | 44 | 47.83% | 69.6 | 43.18% | +5.68% | +2.27% | -6.82% | -2.24% | 22:30 | 16:08 | 20:21 | 21:42 | 24:24 | 35:35 | 04:03 | 03:00 |
 | Yasha | 12 | 13.04% | 68.1 | 58.33% | +20.83% | +8.34% | -25.00% | -3.06% | 22:39 | 13:00 | 16:32 | 20:17 | 27:25 | 37:55 | 10:53 | 08:03 |
 | Aghanim's Shard | 19 | 20.65% | 66.7 | 47.37% | +9.01% | -27.37% | +12.63% | 6.20% | 27:43 | 20:02 | 23:15 | 25:29 | 29:42 | 48:35 | 06:27 | 04:46 |
 | Blink Dagger | 6 | 6.52% | 65.2 | 66.67% | +28.30% | -16.67% | +33.33% | 0.00% | 38:04 | 29:23 | 30:17 | 39:38 | 42:39 | 46:34 | 12:22 | 09:09 |
 | Ghost Scepter | 6 | 6.52% | 63.8 | 66.67% | +28.30% | -66.67% | +33.33% | 0.00% | 29:55 | 22:12 | 26:35 | 28:54 | 32:30 | 38:27 | 05:55 | 04:22 |
 | Crown | 15 | 16.30% | 62.3 | 46.67% | +7.71% | -46.67% | +53.33% | 14.05% | 17:28 | 07:37 | 12:19 | 15:17 | 19:26 | 35:34 | 07:07 | 05:16 |
 | Blight Stone | 4 | 4.35% | 60.9 | 75.00% | +36.36% | +25.00% | +25.00% | 0.00% | 25:17 | 14:19 | 14:19 | 25:26 | 29:36 | 31:45 | 15:17 | 11:19 |
 | Shadow Blade | 4 | 4.35% | 59.4 | 75.00% | +36.36% | +25.00% | -75.00% | 0.00% | 33:05 | 26:14 | 26:14 | 33:00 | 36:01 | 37:04 | 09:47 | 07:14 |
 | Urn of Shadows | 4 | 4.35% | 58.0 | 75.00% | +36.36% | +25.00% | +25.00% | 0.00% | 12:32 | 07:39 | 07:39 | 13:05 | 13:43 | 15:40 | 06:04 | 04:29 |
 | Medallion of Courage | 4 | 4.35% | 56.5 | 75.00% | +36.36% | +25.00% | +25.00% | 0.00% | 25:17 | 14:19 | 14:19 | 25:26 | 29:36 | 31:45 | 15:17 | 11:19 |
 | Spirit Vessel | 2 | 2.17% | 55.1 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 19:00 | 13:15 | 13:15 | 24:44 | 24:44 | 24:44 | 11:29 | 08:30 |
 | Sange and Yasha | 7 | 7.61% | 53.6 | 57.14% | +18.32% | -7.14% | -57.14% | -5.79% | 25:59 | 18:09 | 19:13 | 26:40 | 27:51 | 37:58 | 08:38 | 06:23 |
 | Chainmail | 5 | 5.43% | 52.2 | 60.00% | +20.92% | +40.00% | +40.00% | 0.00% | 23:14 | 14:19 | 14:19 | 25:25 | 29:35 | 31:45 | 15:16 | 11:18 |
 | Dragon Lance | 16 | 17.39% | 50.7 | 37.50% | -3.29% | -12.50% | +12.50% | 22.73% | 10:22 | 08:53 | 09:37 | 10:09 | 10:43 | 13:04 | 01:06 | 00:48 |
 | Fluffy Hat | 35 | 38.04% | 49.3 | 28.57% | -18.80% | -6.35% | -6.35% | 0.00% | 11:54 | 01:47 | 05:31 | 11:43 | 16:23 | 28:57 | 10:52 | 08:02 |
 | Wind Lace | 22 | 23.91% | 47.8 | 31.82% | -11.04% | -31.82% | +28.18% | 5.94% | 16:36 | -01:29 | 09:21 | 14:41 | 19:27 | 40:11 | 10:06 | 07:28 |
 | Drum of Endurance | 6 | 6.52% | 46.4 | 50.00% | +10.47% | 0.00% | -50.00% | 0.00% | 26:07 | 17:44 | 20:46 | 20:49 | 27:23 | 45:48 | 06:37 | 04:54 |
 | Butterfly | 6 | 6.52% | 44.9 | 50.00% | +10.47% | -50.00% | +50.00% | 0.00% | 32:57 | 25:25 | 30:02 | 30:48 | 36:05 | 42:12 | 06:03 | 04:28 |
 | Manta Style | 3 | 3.26% | 43.5 | 66.67% | +27.34% | +33.33% | 0.00% | 0.00% | 21:37 | 19:20 | 19:20 | 20:17 | 25:13 | 25:13 | 05:53 | 04:21 |
 | Arcane Boots | 3 | 3.26% | 42.0 | 66.67% | +27.34% | +33.33% | 0.00% | 0.00% | 22:17 | 14:17 | 14:17 | 25:03 | 27:32 | 27:32 | 13:15 | 09:48 |
 | Eye of Skadi | 3 | 3.26% | 40.6 | 66.67% | +27.34% | +33.33% | 0.00% | 0.00% | 38:19 | 30:39 | 30:39 | 36:17 | 48:00 | 48:00 | 17:21 | 12:51 |
 | Force Staff | 11 | 11.96% | 39.1 | 36.36% | -4.38% | +30.31% | -3.03% | -5.09% | 26:05 | 17:48 | 21:40 | 27:39 | 28:13 | 33:43 | 06:33 | 04:51 |
 | Falcon Blade | 12 | 13.04% | 37.7 | 33.33% | -7.92% | 0.00% | 0.00% | 0.00% | 06:29 | 03:15 | 04:36 | 05:25 | 07:37 | 10:13 | 03:01 | 02:14 |
 | Tranquil Boots | 13 | 14.13% | 36.2 | 30.77% | -11.00% | -30.77% | +35.90% | 15.39% | 16:22 | 09:46 | 13:00 | 15:16 | 17:20 | 35:12 | 04:20 | 03:12 |
 | Ring of Basilius | 14 | 15.22% | 34.8 | 28.57% | -13.74% | -3.57% | +4.76% | 1.15% | 10:06 | 02:07 | 05:42 | 09:29 | 12:58 | 21:44 | 07:16 | 05:22 |
 | Swift Blink | 1 | 1.09% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.09% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.09% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.09% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:47 | 51:47 | 51:47 | 51:47 | 51:47 | 51:47 | 00:00 | 00:00 |
 | Skull Basher | 1 | 1.09% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 45:30 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 1.09% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 45:08 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.09% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 46:21 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 1.09% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 1.09% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.09% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Buckler | 1 | 1.09% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Veil of Discord | 11 | 11.96% | 17.4 | 27.27% | -14.71% | -27.27% | +72.73% | 23.44% | 16:42 | 10:25 | 14:12 | 17:07 | 18:28 | 22:05 | 04:16 | 03:09 |
 | Ethereal Blade | 2 | 2.17% | 15.9 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 30:19 | 26:13 | 26:13 | 34:24 | 34:24 | 34:24 | 08:11 | 06:03 |
 | Null Talisman | 1 | 1.09% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:52 | 05:52 | 05:52 | 05:52 | 05:52 | 05:52 | 00:00 | 00:00 |
 | Maelstrom | 3 | 3.26% | 13.0 | 0.00% | -41.57% | 0.00% | 0.00% | 0.00% | 21:01 | 12:56 | 12:56 | 15:08 | 34:59 | 34:59 | 22:03 | 16:20 |
 | Orchid Malevolence | 1 | 1.09% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Bottle | 1 | 1.09% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 01:51 | 00:00 | 00:00 |
 | Glimmer Cape | 3 | 3.26% | 8.7 | 0.00% | -41.57% | 0.00% | 0.00% | 0.00% | 31:01 | 22:39 | 22:39 | 32:31 | 37:52 | 37:52 | 15:13 | 11:16 |
 | Mjollnir | 1 | 1.09% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 2.17% | 5.8 | 0.00% | -41.11% | 0.00% | 0.00% | 0.00% | 23:45 | 20:26 | 20:26 | 27:03 | 27:03 | 27:03 | 06:37 | 04:54 |
 | Hood of Defiance | 1 | 1.09% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:46 | 10:46 | 10:46 | 10:46 | 10:46 | 10:46 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 1.09% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.09% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:29 | 15:29 | 15:29 | 15:29 | 15:29 | 15:29 | 00:00 | 00:00 |