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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 | |
 | Ring of Protection | 67 | 63.81% | 100.0 | 70.15% | +30.68% | -5.44% | -17.21% | -1.33% | 23:39 | -01:29 | 21:16 | 24:46 | 30:05 | 43:14 | 08:49 | 06:31 |
 | Buckler | 61 | 58.10% | 98.1 | 67.21% | +19.48% | +6.12% | -13.88% | -2.78% | 26:36 | 09:20 | 23:11 | 25:20 | 30:23 | 43:14 | 07:12 | 05:20 |
 | Assault Cuirass | 58 | 55.24% | 96.3 | 65.52% | +14.46% | +21.15% | -15.52% | -6.38% | 28:45 | 22:31 | 25:46 | 27:00 | 31:31 | 43:40 | 05:45 | 04:15 |
 | Bottle | 61 | 58.10% | 94.4 | 63.93% | +11.66% | -3.93% | -10.60% | -6.67% | 01:55 | 00:52 | 01:37 | 01:46 | 02:06 | 04:52 | 00:29 | 00:21 |
 | Black King Bar | 95 | 90.48% | 92.6 | 60.00% | +10.00% | +2.50% | -1.67% | -1.05% | 18:28 | 12:51 | 16:11 | 17:35 | 20:09 | 31:33 | 03:58 | 02:56 |
 | Magic Wand | 73 | 69.52% | 90.7 | 61.64% | +8.51% | -22.75% | +16.14% | 8.52% | 08:19 | 00:34 | 05:52 | 08:19 | 10:26 | 18:05 | 04:34 | 03:22 |
 | Quelling Blade | 105 | 100.00% | 88.9 | 59.05% | +59.05% | +6.33% | +2.49% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:34 | 00:00 | 00:00 |
 | Boots of Speed | 105 | 100.00% | 87.0 | 59.05% | +59.05% | +10.18% | -9.05% | -8.94% | 05:08 | 01:36 | 03:50 | 05:01 | 05:59 | 10:11 | 02:09 | 01:35 |
 | Helm of Iron Will | 65 | 61.90% | 85.2 | 61.54% | +6.54% | -11.54% | +7.21% | 2.87% | 08:26 | 02:21 | 03:16 | 07:00 | 09:48 | 56:25 | 06:32 | 04:50 |
 | Phase Boots | 90 | 85.71% | 83.3 | 58.89% | -1.11% | +10.68% | -8.89% | -12.49% | 07:40 | 05:17 | 06:38 | 07:18 | 08:12 | 13:37 | 01:34 | 01:09 |
 | Chainmail | 90 | 85.71% | 81.5 | 58.89% | -1.11% | +15.02% | -4.34% | -11.17% | 06:58 | 02:15 | 06:02 | 06:41 | 07:46 | 12:58 | 01:44 | 01:17 |
 | Magic Stick | 77 | 73.33% | 79.6 | 59.74% | +2.60% | -1.85% | +8.68% | 1.68% | 05:16 | -01:30 | 02:12 | 04:51 | 08:28 | 13:37 | 06:16 | 04:38 |
 | Armlet of Mordiggian | 59 | 56.19% | 77.8 | 61.02% | +4.50% | +5.65% | -7.69% | -4.71% | 10:49 | 06:34 | 08:59 | 10:45 | 11:49 | 22:47 | 02:50 | 02:05 |
 | Bracer | 43 | 40.95% | 75.9 | 62.79% | +6.34% | +0.85% | +0.85% | 0.00% | 03:50 | 01:23 | 02:43 | 03:30 | 04:05 | 13:54 | 01:22 | 01:00 |
 | Morbid Mask | 24 | 22.86% | 74.1 | 66.67% | +9.88% | +33.33% | -16.67% | -5.76% | 34:03 | 12:09 | 31:08 | 33:39 | 39:49 | 47:34 | 08:41 | 06:25 |
 | Crystalys | 49 | 46.67% | 72.2 | 57.14% | -3.57% | -15.47% | +17.86% | 3.55% | 27:07 | 10:23 | 21:24 | 26:06 | 30:47 | 47:31 | 09:23 | 06:57 |
 | Satanic | 20 | 19.05% | 70.4 | 65.00% | +7.35% | +35.00% | -25.00% | -6.41% | 37:11 | 26:42 | 32:34 | 34:48 | 41:56 | 50:18 | 09:22 | 06:56 |
 | Sange | 34 | 32.38% | 68.5 | 58.82% | -0.33% | +18.96% | -21.32% | -7.15% | 19:30 | 10:34 | 15:41 | 18:51 | 21:19 | 35:23 | 05:38 | 04:10 |
 | Shadow Blade | 41 | 39.05% | 66.7 | 56.10% | -4.84% | -6.10% | -16.10% | -1.21% | 24:14 | 11:28 | 20:04 | 22:52 | 28:19 | 44:17 | 08:15 | 06:06 |
 | Soul Ring | 11 | 10.48% | 64.8 | 72.73% | +15.28% | -6.06% | -6.06% | 0.00% | 15:06 | 09:40 | 12:03 | 12:53 | 14:54 | 30:40 | 02:51 | 02:06 |
 | Silver Edge | 38 | 36.19% | 63.0 | 55.26% | -5.93% | +4.74% | +0.30% | -0.64% | 28:37 | 16:11 | 24:28 | 27:41 | 31:24 | 47:31 | 06:56 | 05:08 |
 | Heaven's Halberd | 24 | 22.86% | 61.1 | 58.33% | -0.93% | +8.34% | -25.00% | -7.20% | 22:19 | 13:43 | 18:51 | 21:15 | 23:29 | 33:52 | 04:38 | 03:25 |
 | Scythe of Vyse | 6 | 5.71% | 59.3 | 83.33% | +25.75% | +16.67% | +16.67% | 0.00% | 38:37 | 33:20 | 34:27 | 37:11 | 39:26 | 48:46 | 04:59 | 03:41 |
 | Void Stone | 15 | 14.29% | 57.4 | 60.00% | +1.11% | -10.00% | -10.00% | 0.00% | 37:52 | 11:37 | 32:34 | 37:11 | 40:35 | 1:05:42 | 08:01 | 05:56 |
 | Blink Dagger | 11 | 10.48% | 55.6 | 63.64% | +5.13% | +36.36% | +3.03% | -2.90% | 39:05 | 28:15 | 28:52 | 37:22 | 40:21 | 1:03:38 | 11:29 | 08:30 |
 | Aghanim's Scepter | 9 | 8.57% | 53.7 | 66.67% | +8.34% | +33.33% | -66.67% | 0.00% | 40:27 | 25:34 | 30:36 | 37:03 | 50:57 | 56:45 | 20:21 | 15:04 |
 | Yasha | 7 | 6.67% | 51.9 | 71.43% | +13.27% | -21.43% | +28.57% | 0.00% | 22:43 | 15:36 | 17:17 | 20:19 | 25:18 | 37:12 | 08:01 | 05:56 |
 | Daedalus | 7 | 6.67% | 50.0 | 71.43% | +13.27% | +28.57% | +28.57% | 0.00% | 38:11 | 30:57 | 33:51 | 37:39 | 40:30 | 45:50 | 06:39 | 04:55 |
 | Ring of Health | 14 | 13.33% | 48.1 | 57.14% | -2.20% | -7.14% | -23.81% | -0.95% | 39:26 | 03:36 | 32:33 | 40:20 | 50:02 | 1:12:18 | 17:29 | 12:57 |
 | Nullifier | 5 | 4.76% | 46.3 | 80.00% | +22.00% | -80.00% | +20.00% | 0.00% | 37:37 | 27:03 | 27:03 | 33:01 | 38:37 | 56:25 | 11:34 | 08:34 |
 | Sange and Yasha | 6 | 5.71% | 44.4 | 66.67% | +8.08% | -16.67% | +33.33% | 0.00% | 23:09 | 17:40 | 18:08 | 19:35 | 25:50 | 37:16 | 07:42 | 05:42 |
 | Aghanim's Shard | 9 | 8.57% | 42.6 | 55.56% | -3.82% | -5.56% | -55.56% | 0.00% | 45:59 | 32:53 | 34:44 | 46:21 | 51:14 | 55:48 | 16:30 | 12:13 |
 | Swift Blink | 2 | 1.90% | 40.7 | 100.00% | +41.75% | 0.00% | 0.00% | 0.00% | 47:17 | 40:20 | 40:20 | 54:13 | 54:13 | 54:13 | 13:53 | 10:17 |
 | Linken's Sphere | 6 | 5.71% | 38.9 | 50.00% | -9.60% | +50.00% | -50.00% | 0.00% | 36:41 | 31:38 | 32:34 | 32:35 | 40:40 | 42:03 | 08:06 | 06:00 |
 | Orchid Malevolence | 10 | 9.52% | 37.0 | 40.00% | -21.05% | -6.67% | -40.00% | -3.29% | 21:37 | 13:30 | 15:25 | 17:03 | 25:32 | 39:00 | 10:07 | 07:29 |
 | Blade Mail | 1 | 0.95% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.95% | 33.3 | 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 |
 | Drum of Endurance | 1 | 0.95% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 11:31 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.95% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 00:00 | 00:00 |
 | Wind Lace | 5 | 4.76% | 27.8 | 40.00% | -20.00% | -40.00% | -40.00% | 0.00% | 07:56 | 02:56 | 02:56 | 08:46 | 09:30 | 12:39 | 06:34 | 04:51 |
 | Refresher Orb | 6 | 5.71% | 25.9 | 33.33% | -27.28% | +16.67% | +66.67% | 0.00% | 57:18 | 40:11 | 44:41 | 53:45 | 1:07:08 | 1:12:18 | 22:27 | 16:37 |
 | Moon Shard | 2 | 1.90% | 24.1 | 50.00% | -9.22% | -50.00% | 0.00% | 0.00% | 1:01:42 | 55:19 | 55:19 | 1:08:05 | 1:08:05 | 1:08:05 | 12:46 | 09:27 |
 | Vanguard | 2 | 1.90% | 22.2 | 50.00% | -9.22% | +50.00% | 0.00% | 0.00% | 1:02:37 | 50:02 | 50:02 | 1:15:11 | 1:15:11 | 1:15:11 | 25:09 | 18:37 |
 | Shiva's Guard | 2 | 1.90% | 20.4 | 50.00% | -9.22% | +50.00% | 0.00% | 0.00% | 32:26 | 25:50 | 25:50 | 39:01 | 39:01 | 39:01 | 13:11 | 09:45 |
 | Abyssal Blade | 2 | 1.90% | 18.5 | 50.00% | -9.22% | +50.00% | 0.00% | 0.00% | 1:02:37 | 50:02 | 50:02 | 1:15:11 | 1:15:11 | 1:15:11 | 25:09 | 18:37 |
 | Aghanim's Blessing | 2 | 1.90% | 16.7 | 50.00% | -9.22% | +50.00% | 0.00% | 0.00% | 52:30 | 50:57 | 50:57 | 54:03 | 54:03 | 54:03 | 03:06 | 02:17 |
 | Skull Basher | 3 | 2.86% | 14.8 | 33.33% | -26.47% | -33.33% | 0.00% | 0.00% | 57:19 | 47:11 | 47:11 | 49:48 | 1:14:59 | 1:14:59 | 27:48 | 20:35 |
 | Power Treads | 1 | 0.95% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.95% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 00:00 | 00:00 |
 | Crown | 1 | 0.95% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.90% | 7.4 | 0.00% | -60.19% | 0.00% | 0.00% | 0.00% | 38:42 | 38:40 | 38:40 | 38:44 | 38:44 | 38:44 | 00:04 | 00:02 |
 | Overwhelming Blink | 1 | 0.95% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 1:03:51 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.95% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 00:00 | 00:00 |
 | Radiance | 2 | 1.90% | 1.9 | 0.00% | -60.19% | 0.00% | 0.00% | 0.00% | 29:35 | 25:00 | 25:00 | 34:10 | 34:10 | 34:10 | 09:10 | 06:47 |