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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 | |
 | Linken's Sphere | 10 | 13.33% | 100.0 | 80.00% | +35.38% | -13.33% | +20.00% | 3.87% | 29:40 | 21:28 | 24:33 | 29:17 | 33:10 | 39:58 | 08:37 | 06:22 |
 | Orchid Malevolence | 10 | 13.33% | 98.4 | 80.00% | +35.38% | +20.00% | -80.00% | -13.95% | 36:31 | 27:51 | 34:21 | 36:21 | 41:31 | 44:33 | 07:10 | 05:18 |
 | Bloodthorn | 10 | 13.33% | 96.7 | 80.00% | +35.38% | +20.00% | -80.00% | -13.95% | 36:54 | 29:37 | 34:21 | 36:21 | 41:31 | 44:33 | 07:10 | 05:18 |
 | Skull Basher | 16 | 21.33% | 95.1 | 68.75% | +24.68% | +6.25% | -43.75% | -7.98% | 32:53 | 20:51 | 27:26 | 30:07 | 33:42 | 1:07:00 | 06:16 | 04:38 |
 | Cornucopia | 9 | 12.00% | 93.4 | 77.78% | +32.33% | +22.22% | -27.78% | -4.07% | 34:24 | 24:15 | 27:01 | 34:24 | 39:18 | 41:47 | 12:17 | 09:05 |
 | Silver Edge | 4 | 5.33% | 91.8 | 100.00% | +53.52% | 0.00% | 0.00% | 0.00% | 37:23 | 25:47 | 25:47 | 26:48 | 35:00 | 1:01:56 | 09:13 | 06:49 |
 | Aghanim's Scepter | 62 | 82.67% | 90.2 | 51.61% | +13.15% | +23.39% | -24.94% | -7.69% | 20:29 | 14:44 | 16:55 | 19:09 | 23:12 | 34:09 | 06:17 | 04:39 |
 | Eye of Skadi | 19 | 25.33% | 88.5 | 63.16% | +18.52% | +36.84% | -23.16% | -6.47% | 34:41 | 23:13 | 27:09 | 34:20 | 36:25 | 1:06:08 | 09:16 | 06:51 |
 | Boots of Speed | 75 | 100.00% | 86.9 | 49.33% | +49.33% | +8.56% | -12.49% | -7.80% | 03:46 | 00:55 | 02:18 | 03:43 | 05:00 | 07:35 | 02:42 | 02:00 |
 | Aghanim's Shard | 57 | 76.00% | 85.2 | 50.88% | +6.44% | +13.41% | -22.31% | -4.89% | 25:00 | 15:02 | 21:19 | 24:57 | 28:37 | 34:23 | 07:18 | 05:24 |
 | Echo Sabre | 62 | 82.67% | 83.6 | 50.00% | +3.85% | +18.75% | -16.67% | -11.55% | 13:24 | 08:22 | 11:13 | 12:37 | 14:17 | 23:55 | 03:04 | 02:16 |
 | Power Treads | 72 | 96.00% | 82.0 | 48.61% | -18.06% | +6.95% | +1.39% | -3.67% | 06:48 | 03:12 | 05:44 | 06:25 | 07:15 | 15:44 | 01:31 | 01:07 |
 | Magic Stick | 70 | 93.33% | 80.3 | 48.57% | -11.43% | -15.24% | -7.39% | 7.85% | 00:59 | -01:30 | -01:29 | -01:29 | 01:44 | 18:21 | 03:13 | 02:22 |
 | Magic Wand | 63 | 84.00% | 78.7 | 49.21% | -0.79% | +0.79% | -5.46% | -0.99% | 06:39 | -01:29 | 02:27 | 05:57 | 08:45 | 19:13 | 06:18 | 04:40 |
 | Mage Slayer | 47 | 62.67% | 77.0 | 51.06% | +4.63% | +23.94% | -9.39% | -7.90% | 22:07 | 17:02 | 18:58 | 20:09 | 23:11 | 43:26 | 04:13 | 03:07 |
 | Quelling Blade | 71 | 94.67% | 75.4 | 47.89% | -27.11% | -20.11% | -3.45% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 00:59 | 00:00 | 00:00 |
 | Void Stone | 8 | 10.67% | 73.8 | 75.00% | +28.73% | -25.00% | -25.00% | 0.00% | 27:21 | 15:32 | 18:27 | 27:51 | 30:48 | 41:16 | 12:21 | 09:08 |
 | Wraith Band | 39 | 52.00% | 72.1 | 51.28% | +4.06% | +8.72% | -1.28% | -9.09% | 03:20 | 00:55 | 01:37 | 02:17 | 02:43 | 24:27 | 01:06 | 00:48 |
 | Heaven's Halberd | 3 | 4.00% | 70.5 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 22:57 | 17:45 | 17:45 | 22:21 | 28:44 | 28:44 | 10:59 | 08:08 |
 | Crystalys | 3 | 4.00% | 68.9 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 40:55 | 26:24 | 26:24 | 34:24 | 1:01:56 | 1:01:56 | 35:32 | 26:19 |
 | Sange | 7 | 9.33% | 67.2 | 71.43% | +24.37% | +28.57% | -71.43% | -11.63% | 24:16 | 15:30 | 18:26 | 22:14 | 27:02 | 35:15 | 08:36 | 06:22 |
 | Black King Bar | 43 | 57.33% | 65.6 | 44.19% | -12.06% | -7.83% | +10.36% | 2.70% | 29:08 | 18:23 | 24:43 | 27:16 | 31:27 | 1:05:13 | 06:44 | 04:59 |
 | Shadow Blade | 5 | 6.67% | 63.9 | 80.00% | +32.86% | +20.00% | +20.00% | 0.00% | 34:32 | 22:11 | 22:11 | 28:46 | 36:41 | 1:01:54 | 14:30 | 10:44 |
 | Ring of Health | 10 | 13.33% | 62.3 | 60.00% | +12.31% | -26.67% | -10.00% | 1.42% | 27:30 | 00:23 | 21:26 | 29:24 | 33:09 | 46:00 | 11:43 | 08:40 |
 | Nullifier | 8 | 10.67% | 60.7 | 62.50% | +14.74% | +37.50% | +37.50% | 0.00% | 37:02 | 33:02 | 33:31 | 34:59 | 40:02 | 43:46 | 06:31 | 04:49 |
 | Diffusal Blade | 37 | 49.33% | 59.0 | 40.54% | -17.35% | -7.21% | -7.21% | 0.00% | 14:50 | 10:43 | 12:21 | 14:30 | 16:31 | 22:08 | 04:10 | 03:05 |
 | Helm of Iron Will | 7 | 9.33% | 57.4 | 57.14% | +8.61% | +42.86% | -7.14% | -14.42% | 35:07 | 32:12 | 32:25 | 33:45 | 35:53 | 40:52 | 03:28 | 02:34 |
 | Yasha | 5 | 6.67% | 55.7 | 60.00% | +11.43% | +40.00% | -60.00% | -7.54% | 26:14 | 18:49 | 18:49 | 26:43 | 32:05 | 32:35 | 13:16 | 09:49 |
 | Abyssal Blade | 5 | 6.67% | 54.1 | 60.00% | +11.43% | -60.00% | +40.00% | 6.63% | 43:14 | 31:16 | 31:16 | 34:23 | 46:21 | 1:11:02 | 15:05 | 11:10 |
 | Hand of Midas | 5 | 6.67% | 52.5 | 60.00% | +11.43% | +40.00% | -60.00% | -13.13% | 13:01 | 08:22 | 08:22 | 12:58 | 15:59 | 18:02 | 07:37 | 05:38 |
 | Fluffy Hat | 5 | 6.67% | 50.8 | 60.00% | +11.43% | -60.00% | -60.00% | 0.00% | 04:26 | -01:23 | -01:23 | 03:07 | 08:27 | 09:40 | 09:50 | 07:17 |
 | Butterfly | 3 | 4.00% | 49.2 | 66.67% | +18.06% | -66.67% | 0.00% | 0.00% | 37:20 | 34:49 | 34:49 | 37:17 | 39:55 | 39:55 | 05:06 | 03:46 |
 | Wind Lace | 3 | 4.00% | 47.5 | 66.67% | +18.06% | +33.33% | 0.00% | 0.00% | 05:08 | -01:29 | -01:29 | -01:28 | 18:21 | 18:21 | 19:50 | 14:41 |
 | Falcon Blade | 3 | 4.00% | 45.9 | 66.67% | +18.06% | +33.33% | 0.00% | 0.00% | 08:18 | 05:09 | 05:09 | 09:16 | 10:30 | 10:30 | 05:21 | 03:57 |
 | Sange and Yasha | 4 | 5.33% | 44.3 | 50.00% | +0.70% | +50.00% | -50.00% | 0.00% | 28:13 | 22:14 | 22:14 | 22:21 | 32:50 | 35:27 | 10:36 | 07:51 |
 | Vanguard | 4 | 5.33% | 42.6 | 50.00% | +0.70% | -50.00% | -50.00% | 0.00% | 36:07 | 31:07 | 31:07 | 32:58 | 34:23 | 46:00 | 03:16 | 02:25 |
 | Boots of Bearing | 1 | 1.33% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.33% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.33% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 22:20 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.33% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:37 | 03:37 | 03:37 | 03:37 | 03:37 | 03:37 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.33% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.33% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.33% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.33% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 13:25 | 00:00 | 00:00 |
 | Manta Style | 1 | 1.33% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 28:11 | 00:00 | 00:00 |
 | Refresher Orb | 5 | 6.67% | 26.2 | 40.00% | -10.00% | +60.00% | -40.00% | -37.27% | 52:21 | 50:41 | 50:41 | 53:13 | 53:22 | 53:42 | 02:41 | 01:59 |
 | Orb of Venom | 6 | 8.00% | 24.6 | 33.33% | -17.39% | +16.67% | -33.33% | -50.00% | 00:57 | -01:29 | 00:56 | 01:05 | 01:39 | 02:23 | 00:43 | 00:31 |
 | Aghanim's Blessing | 2 | 2.67% | 23.0 | 50.00% | +0.68% | +50.00% | 0.00% | 0.00% | 1:04:19 | 1:01:51 | 1:01:51 | 1:06:47 | 1:06:47 | 1:06:47 | 04:56 | 03:39 |
 | Harpoon | 2 | 2.67% | 21.3 | 50.00% | +0.68% | +50.00% | 0.00% | 0.00% | 32:45 | 26:30 | 26:30 | 39:00 | 39:00 | 39:00 | 12:30 | 09:15 |
 | Mjollnir | 2 | 2.67% | 19.7 | 50.00% | +0.68% | +50.00% | 0.00% | 0.00% | 29:36 | 27:16 | 27:16 | 31:56 | 31:56 | 31:56 | 04:40 | 03:27 |
 | Maelstrom | 2 | 2.67% | 18.0 | 50.00% | +0.68% | +50.00% | 0.00% | 0.00% | 21:31 | 20:10 | 20:10 | 22:52 | 22:52 | 22:52 | 02:42 | 02:00 |
 | Javelin | 4 | 5.33% | 16.4 | 25.00% | -25.70% | +75.00% | -25.00% | 0.00% | 34:31 | 19:32 | 19:32 | 22:40 | 45:08 | 50:42 | 25:36 | 18:57 |
 | Moon Shard | 4 | 5.33% | 14.8 | 25.00% | -25.70% | -25.00% | +75.00% | 0.00% | 44:07 | 36:40 | 36:40 | 37:18 | 46:10 | 56:19 | 09:30 | 07:02 |
 | Aeon Disk | 1 | 1.33% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 48:35 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 2.67% | 11.5 | 0.00% | -50.68% | 0.00% | 0.00% | 0.00% | 49:10 | 45:40 | 45:40 | 52:39 | 52:39 | 52:39 | 06:59 | 05:10 |
 | Chainmail | 1 | 1.33% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 00:00 | 00:00 |
 | Phase Boots | 1 | 1.33% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Bottle | 1 | 1.33% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 04:33 | 00:00 | 00:00 |
 | Disperser | 1 | 1.33% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:12 | 58:12 | 58:12 | 58:12 | 58:12 | 58:12 | 00:00 | 00:00 |
 | Diadem | 1 | 1.33% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.33% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 1:06:30 | 00:00 | 00:00 |