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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 | |
 | Void Stone | 46 | 26.59% | 100.0 | 73.91% | +35.33% | +17.76% | -37.55% | -6.07% | 31:16 | 18:10 | 26:13 | 31:32 | 35:20 | 50:10 | 09:07 | 06:45 |
 | Aether Lens | 9 | 5.20% | 98.1 | 88.89% | +43.16% | +11.11% | -38.89% | -5.91% | 34:27 | 24:50 | 28:49 | 35:34 | 37:17 | 42:09 | 08:28 | 06:16 |
 | Eul's Scepter of Divinity | 31 | 17.92% | 96.2 | 67.74% | +24.08% | +32.26% | -42.74% | -10.59% | 31:42 | 23:43 | 27:17 | 31:44 | 34:22 | 50:14 | 07:05 | 05:14 |
 | Shadow Blade | 19 | 10.98% | 94.3 | 73.68% | +28.87% | +6.32% | +6.32% | 0.00% | 31:35 | 23:35 | 27:37 | 32:08 | 34:02 | 38:47 | 06:25 | 04:45 |
 | Silver Edge | 13 | 7.51% | 92.5 | 76.92% | +31.29% | -10.25% | -10.25% | 0.00% | 33:38 | 27:25 | 31:13 | 32:44 | 37:18 | 38:17 | 06:05 | 04:30 |
 | Octarine Core | 5 | 2.89% | 90.6 | 100.00% | +53.57% | 0.00% | 0.00% | 0.00% | 38:31 | 35:38 | 35:38 | 37:15 | 38:30 | 44:47 | 02:52 | 02:07 |
 | Black King Bar | 47 | 27.17% | 88.7 | 57.45% | +13.01% | +25.88% | +9.22% | -2.81% | 27:33 | 20:10 | 23:34 | 26:11 | 29:30 | 55:29 | 05:56 | 04:23 |
 | Force Staff | 75 | 43.35% | 86.8 | 53.33% | +9.45% | +25.62% | -32.28% | -10.46% | 29:31 | 18:51 | 26:02 | 28:19 | 31:34 | 45:51 | 05:32 | 04:05 |
 | Magic Stick | 166 | 95.95% | 84.9 | 48.80% | +20.23% | -1.18% | +7.30% | 1.96% | 04:11 | -01:29 | 01:59 | 02:43 | 06:19 | 27:04 | 04:20 | 03:12 |
 | Phase Boots | 50 | 28.90% | 83.0 | 56.00% | +11.28% | -2.15% | +19.00% | 1.72% | 12:23 | 05:46 | 07:23 | 09:02 | 19:42 | 24:59 | 12:19 | 09:07 |
 | Chainmail | 50 | 28.90% | 81.1 | 56.00% | +11.28% | -2.15% | +19.00% | 1.76% | 11:18 | 04:14 | 06:32 | 08:26 | 18:31 | 24:34 | 11:59 | 08:52 |
 | Blink Dagger | 172 | 99.42% | 79.2 | 48.26% | +48.26% | +2.90% | -25.00% | -6.37% | 15:41 | 09:05 | 13:12 | 15:49 | 17:35 | 26:58 | 04:23 | 03:14 |
 | Wind Lace | 125 | 72.25% | 77.4 | 49.60% | +5.85% | +8.46% | -10.89% | -3.69% | 06:39 | -01:30 | 03:22 | 05:39 | 08:37 | 33:10 | 05:15 | 03:53 |
 | Boots of Speed | 173 | 100.00% | 75.5 | 47.98% | +47.98% | +0.86% | -13.10% | -3.82% | 02:54 | -01:29 | -01:29 | 03:46 | 05:08 | 09:02 | 06:37 | 04:54 |
 | Echo Sabre | 48 | 27.75% | 73.6 | 54.17% | +8.57% | +4.16% | -4.17% | -2.11% | 20:24 | 14:38 | 17:35 | 19:19 | 21:32 | 32:51 | 03:57 | 02:55 |
 | Magic Wand | 121 | 69.94% | 71.7 | 47.11% | -2.89% | +6.22% | -3.78% | -1.14% | 11:50 | 01:59 | 06:33 | 10:20 | 15:19 | 29:12 | 08:46 | 06:29 |
 | Fluffy Hat | 88 | 50.87% | 69.8 | 48.86% | +1.80% | +5.69% | -17.04% | -3.57% | 22:41 | 14:50 | 19:02 | 21:39 | 25:24 | 44:01 | 06:22 | 04:42 |
 | Crystalys | 34 | 19.65% | 67.9 | 55.88% | +9.84% | -0.32% | -18.38% | -2.40% | 32:04 | 21:25 | 28:02 | 30:05 | 35:33 | 54:09 | 07:31 | 05:34 |
 | Wind Waker | 4 | 2.31% | 66.0 | 100.00% | +53.25% | 0.00% | 0.00% | 0.00% | 45:16 | 41:03 | 41:03 | 41:59 | 47:07 | 50:56 | 06:04 | 04:29 |
 | Power Treads | 34 | 19.65% | 64.2 | 52.94% | +6.18% | -8.50% | -15.44% | -6.21% | 07:27 | 05:25 | 06:26 | 06:57 | 07:33 | 14:39 | 01:07 | 00:49 |
 | Bottle | 60 | 34.68% | 62.3 | 46.67% | -2.00% | -6.67% | +13.33% | 20.00% | 02:00 | 00:17 | 01:19 | 01:37 | 01:46 | 18:29 | 00:27 | 00:20 |
 | Arcane Boots | 19 | 10.98% | 60.4 | 57.89% | +11.14% | -37.89% | +2.11% | 1.85% | 23:09 | 08:32 | 09:44 | 23:30 | 31:22 | 53:01 | 21:38 | 16:01 |
 | Quelling Blade | 73 | 42.20% | 58.5 | 42.47% | -9.53% | +13.09% | -9.14% | -22.23% | 01:24 | -01:30 | -01:29 | -01:29 | -01:28 | 42:30 | 00:01 | 00:00 |
 | Tranquil Boots | 41 | 23.70% | 56.6 | 43.90% | -5.34% | +26.10% | +6.10% | -3.27% | 12:12 | 04:38 | 08:01 | 09:44 | 14:08 | 30:03 | 06:07 | 04:31 |
 | Ring of Protection | 10 | 5.78% | 54.7 | 60.00% | +12.76% | -26.67% | -10.00% | 0.52% | 13:56 | -01:29 | -01:29 | -01:29 | 33:33 | 43:04 | 35:02 | 25:57 |
 | Aghanim's Scepter | 25 | 14.45% | 52.8 | 44.00% | -4.65% | -10.67% | -10.67% | 0.00% | 29:39 | 19:41 | 23:28 | 27:57 | 36:33 | 43:07 | 13:05 | 09:41 |
 | Ring of Health | 8 | 4.62% | 50.9 | 62.50% | +15.23% | +37.50% | -12.50% | -8.09% | 39:15 | 24:20 | 35:20 | 39:31 | 41:31 | 49:23 | 06:11 | 04:34 |
 | Overwhelming Blink | 4 | 2.31% | 49.1 | 75.00% | +27.66% | +25.00% | -75.00% | 0.00% | 46:26 | 42:53 | 42:53 | 43:28 | 46:59 | 52:22 | 04:06 | 03:02 |
 | Buckler | 4 | 2.31% | 47.2 | 75.00% | +27.66% | +25.00% | +25.00% | 0.00% | 36:53 | 29:47 | 29:47 | 33:33 | 41:09 | 43:04 | 11:22 | 08:25 |
 | Assault Cuirass | 4 | 2.31% | 45.3 | 75.00% | +27.66% | +25.00% | +25.00% | 0.00% | 37:38 | 31:17 | 31:17 | 34:22 | 41:25 | 43:29 | 10:08 | 07:30 |
 | Aeon Disk | 7 | 4.05% | 43.4 | 57.14% | +9.55% | -7.14% | +42.86% | 0.00% | 48:10 | 41:13 | 44:26 | 47:18 | 48:35 | 56:44 | 04:09 | 03:04 |
 | Aghanim's Shard | 7 | 4.05% | 41.5 | 57.14% | +9.55% | -7.14% | -57.14% | 0.00% | 43:56 | 28:57 | 33:17 | 43:40 | 48:29 | 60:23 | 15:12 | 11:15 |
 | Sange | 2 | 1.16% | 39.6 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 34:55 | 33:30 | 33:30 | 36:19 | 36:19 | 36:19 | 02:49 | 02:05 |
 | Heaven's Halberd | 2 | 1.16% | 37.7 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 36:44 | 35:50 | 35:50 | 37:37 | 37:37 | 37:37 | 01:47 | 01:19 |
 | Drum of Endurance | 3 | 1.73% | 35.8 | 66.67% | +19.02% | +33.33% | 0.00% | 0.00% | 37:09 | 29:54 | 29:54 | 39:22 | 42:10 | 42:10 | 12:16 | 09:05 |
 | Daedalus | 8 | 4.62% | 34.0 | 37.50% | -10.98% | +12.50% | +12.50% | 0.00% | 37:00 | 29:38 | 33:07 | 35:32 | 41:48 | 43:01 | 08:41 | 06:25 |
 | Ghost Scepter | 4 | 2.31% | 32.1 | 50.00% | +2.07% | -50.00% | +50.00% | 0.00% | 38:46 | 35:00 | 35:00 | 37:37 | 39:22 | 43:04 | 04:22 | 03:14 |
 | Boots of Bearing | 1 | 0.58% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Harpoon | 1 | 0.58% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 50:53 | 00:00 | 00:00 |
 | Diadem | 1 | 0.58% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 49:36 | 00:00 | 00:00 |
 | Glimmer Cape | 5 | 2.89% | 24.5 | 40.00% | -8.21% | -40.00% | -40.00% | 0.00% | 37:49 | 26:27 | 26:27 | 40:54 | 43:58 | 44:57 | 17:31 | 12:58 |
 | Mage Slayer | 2 | 1.16% | 22.6 | 50.00% | +2.05% | -50.00% | 0.00% | 0.00% | 30:17 | 29:59 | 29:59 | 30:34 | 30:34 | 30:34 | 00:35 | 00:25 |
 | Wraith Band | 2 | 1.16% | 20.8 | 50.00% | +2.05% | +50.00% | 0.00% | 0.00% | 01:54 | 01:34 | 01:34 | 02:13 | 02:13 | 02:13 | 00:39 | 00:28 |
 | Boots of Travel | 2 | 1.16% | 18.9 | 50.00% | +2.05% | -50.00% | 0.00% | 0.00% | 57:03 | 54:37 | 54:37 | 59:28 | 59:28 | 59:28 | 04:51 | 03:35 |
 | Moon Shard | 2 | 1.16% | 17.0 | 50.00% | +2.05% | -50.00% | 0.00% | 0.00% | 45:10 | 34:41 | 34:41 | 55:38 | 55:38 | 55:38 | 20:57 | 15:31 |
 | Lotus Orb | 3 | 1.73% | 15.1 | 33.33% | -14.91% | +66.67% | 0.00% | 0.00% | 38:58 | 26:15 | 26:15 | 41:16 | 49:24 | 49:24 | 23:09 | 17:08 |
 | Linken's Sphere | 3 | 1.73% | 13.2 | 33.33% | -14.91% | -33.33% | 0.00% | 0.00% | 39:20 | 36:59 | 36:59 | 39:31 | 41:31 | 41:31 | 04:32 | 03:21 |
 | Morbid Mask | 1 | 0.58% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.58% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Satanic | 1 | 0.58% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.58% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Hand of Midas | 2 | 1.16% | 3.8 | 0.00% | -48.54% | 0.00% | 0.00% | 0.00% | 22:37 | 17:26 | 17:26 | 27:47 | 27:47 | 27:47 | 10:21 | 07:40 |
 | Cornucopia | 1 | 0.58% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:26 | 35:26 | 35:26 | 35:26 | 35:26 | 35:26 | 00:00 | 00:00 |