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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 | 83 | 63.36% | 100.0 | 61.45% | +15.62% | -9.07% | -13.83% | -0.54% | 23:41 | -01:29 | 21:16 | 24:46 | 30:05 | 43:14 | 08:49 | 06:31 |
 | Buckler | 75 | 57.25% | 98.2 | 60.00% | +10.00% | +13.68% | -12.63% | -3.72% | 26:52 | 09:20 | 23:19 | 25:54 | 30:23 | 43:14 | 07:04 | 05:14 |
 | Bottle | 75 | 57.25% | 96.4 | 60.00% | +10.00% | -7.37% | -2.11% | 5.26% | 01:54 | 00:52 | 01:37 | 01:48 | 02:06 | 04:52 | 00:29 | 00:21 |
 | Magic Wand | 92 | 70.23% | 94.6 | 58.70% | +9.98% | -19.57% | +15.21% | 7.67% | 08:15 | -00:17 | 05:52 | 08:10 | 10:24 | 18:05 | 04:32 | 03:21 |
 | Black King Bar | 120 | 91.60% | 92.9 | 56.67% | +11.22% | +6.66% | +3.33% | -0.84% | 18:24 | 12:51 | 16:11 | 17:33 | 20:09 | 31:33 | 03:58 | 02:56 |
 | Phase Boots | 113 | 86.26% | 91.1 | 56.64% | +6.64% | +7.65% | -10.21% | -9.83% | 07:47 | 05:17 | 06:38 | 07:25 | 08:27 | 14:09 | 01:49 | 01:20 |
 | Chainmail | 113 | 86.26% | 89.3 | 56.64% | +6.64% | +7.65% | -10.21% | -9.48% | 07:05 | 02:15 | 05:59 | 06:45 | 07:52 | 13:15 | 01:53 | 01:23 |
 | Quelling Blade | 131 | 100.00% | 87.5 | 55.73% | +55.73% | -1.18% | +13.97% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:34 | 00:00 | 00:00 |
 | Boots of Speed | 131 | 100.00% | 85.7 | 55.73% | +55.73% | +4.88% | -10.28% | -6.41% | 05:06 | 01:14 | 03:41 | 05:01 | 06:03 | 10:11 | 02:22 | 01:45 |
 | Assault Cuirass | 71 | 54.20% | 83.9 | 59.15% | +7.48% | +18.63% | -9.15% | -4.55% | 28:58 | 22:15 | 25:25 | 27:47 | 31:31 | 43:40 | 06:06 | 04:31 |
 | Magic Stick | 98 | 74.81% | 82.1 | 57.14% | +5.62% | -1.14% | +9.53% | 1.71% | 04:57 | -01:30 | 02:11 | 04:12 | 08:26 | 13:55 | 06:15 | 04:37 |
 | Bracer | 57 | 43.51% | 80.4 | 59.65% | +6.95% | +11.78% | -23.94% | -22.56% | 03:58 | 01:23 | 02:43 | 03:41 | 04:18 | 13:54 | 01:35 | 01:10 |
 | Helm of Iron Will | 78 | 59.54% | 78.6 | 56.41% | +1.69% | -6.41% | +1.48% | 1.19% | 08:49 | 02:21 | 03:17 | 07:33 | 09:56 | 56:25 | 06:39 | 04:55 |
 | Armlet of Mordiggian | 70 | 53.44% | 76.8 | 55.71% | -0.03% | +5.40% | -14.53% | -6.68% | 10:50 | 06:34 | 08:59 | 10:45 | 11:58 | 22:47 | 02:59 | 02:12 |
 | Morbid Mask | 27 | 20.61% | 75.0 | 62.96% | +9.11% | +22.75% | -20.10% | -6.06% | 34:08 | 12:09 | 31:08 | 34:22 | 38:12 | 47:34 | 07:04 | 05:14 |
 | Crystalys | 65 | 49.62% | 73.2 | 53.85% | -3.73% | -3.85% | +8.65% | 1.37% | 26:58 | 10:23 | 21:24 | 26:06 | 30:32 | 47:31 | 09:08 | 06:45 |
 | Shadow Blade | 53 | 40.46% | 71.4 | 54.72% | -1.69% | +6.82% | -16.26% | -2.64% | 24:33 | 11:28 | 20:18 | 23:24 | 29:03 | 44:17 | 08:45 | 06:28 |
 | Silver Edge | 49 | 37.40% | 69.6 | 55.10% | -1.00% | +11.57% | -5.10% | -2.48% | 28:15 | 16:11 | 24:18 | 26:34 | 31:01 | 47:31 | 06:43 | 04:58 |
 | Satanic | 23 | 17.56% | 67.9 | 60.87% | +6.24% | +39.13% | -10.87% | -7.50% | 37:10 | 26:42 | 33:31 | 36:07 | 40:11 | 50:18 | 06:40 | 04:56 |
 | Sange | 40 | 30.53% | 66.1 | 52.50% | -4.64% | +27.50% | -22.50% | -8.98% | 20:01 | 10:34 | 16:04 | 19:13 | 21:38 | 35:23 | 05:34 | 04:07 |
 | Nullifier | 6 | 4.58% | 64.3 | 83.33% | +28.93% | -33.33% | +16.67% | 0.00% | 38:13 | 27:03 | 32:59 | 33:01 | 41:13 | 56:25 | 08:14 | 06:05 |
 | Aghanim's Scepter | 12 | 9.16% | 62.5 | 66.67% | +12.05% | +33.33% | -33.34% | -5.45% | 38:19 | 25:34 | 28:08 | 36:39 | 40:22 | 56:45 | 12:14 | 09:03 |
 | Daedalus | 8 | 6.11% | 60.7 | 75.00% | +20.53% | +25.00% | +25.00% | 0.00% | 37:16 | 30:51 | 30:57 | 35:31 | 40:30 | 45:50 | 09:33 | 07:04 |
 | Heaven's Halberd | 26 | 19.85% | 58.9 | 53.85% | -2.34% | +17.58% | -37.18% | -11.78% | 22:25 | 13:43 | 19:09 | 21:15 | 23:48 | 33:52 | 04:39 | 03:26 |
 | Blink Dagger | 11 | 8.40% | 57.1 | 63.64% | +8.64% | +36.36% | +3.03% | -2.90% | 39:05 | 28:15 | 28:52 | 37:22 | 40:21 | 1:03:38 | 11:29 | 08:30 |
 | Yasha | 9 | 6.87% | 55.4 | 66.67% | +11.75% | -16.67% | +33.33% | 0.00% | 22:58 | 15:36 | 17:17 | 21:32 | 25:35 | 37:12 | 08:18 | 06:08 |
 | Soul Ring | 14 | 10.69% | 53.6 | 57.14% | +1.58% | -7.14% | +9.53% | 4.76% | 14:48 | 09:40 | 12:13 | 12:53 | 15:43 | 30:40 | 03:30 | 02:35 |
 | Ring of Health | 18 | 13.74% | 51.8 | 50.00% | -6.64% | +10.00% | -25.00% | -1.91% | 38:08 | 03:36 | 31:43 | 40:20 | 50:02 | 1:12:18 | 18:19 | 13:34 |
 | Void Stone | 21 | 16.03% | 50.0 | 47.62% | -9.65% | +12.38% | -7.62% | -2.11% | 38:24 | 11:37 | 32:34 | 37:11 | 42:03 | 1:05:42 | 09:29 | 07:01 |
 | Sange and Yasha | 8 | 6.11% | 48.2 | 62.50% | +7.22% | -12.50% | +37.50% | 0.00% | 23:24 | 17:40 | 18:08 | 20:23 | 25:50 | 37:16 | 07:42 | 05:42 |
 | Orchid Malevolence | 14 | 10.69% | 46.4 | 50.00% | -6.41% | 0.00% | -50.00% | -4.94% | 23:55 | 13:30 | 15:25 | 19:04 | 25:32 | 1:03:08 | 10:07 | 07:29 |
 | Scythe of Vyse | 9 | 6.87% | 44.6 | 55.56% | -0.18% | +44.44% | -5.56% | 0.00% | 37:45 | 33:20 | 34:27 | 37:11 | 38:29 | 48:46 | 04:02 | 02:59 |
 | Swift Blink | 2 | 1.53% | 42.9 | 100.00% | +44.96% | 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 | 7 | 5.34% | 41.1 | 57.14% | +1.49% | +42.86% | -57.14% | 0.00% | 36:05 | 31:38 | 32:29 | 32:35 | 40:35 | 42:03 | 08:06 | 06:00 |
 | Aghanim's Shard | 12 | 9.16% | 39.3 | 41.67% | -15.47% | -8.34% | -41.67% | -2.02% | 44:32 | 30:59 | 34:44 | 45:11 | 51:14 | 55:48 | 16:30 | 12:13 |
 | Lotus Orb | 1 | 0.76% | 37.5 | 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 |
 | Drum of Endurance | 1 | 0.76% | 35.7 | 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 |
 | Blade Mail | 1 | 0.76% | 33.9 | 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 | 0.76% | 32.1 | 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 |
 | Wind Lace | 6 | 4.58% | 30.4 | 33.33% | -23.47% | +16.67% | -33.33% | 0.00% | 07:55 | 02:56 | 05:47 | 07:50 | 09:30 | 12:39 | 03:43 | 02:45 |
 | Refresher Orb | 7 | 5.34% | 28.6 | 28.57% | -28.69% | +21.43% | +21.43% | 0.00% | 55:39 | 40:11 | 44:41 | 53:45 | 1:05:42 | 1:12:18 | 21:01 | 15:34 |
 | Moon Shard | 2 | 1.53% | 26.8 | 50.00% | -5.81% | -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 |
 | Abyssal Blade | 2 | 1.53% | 25.0 | 50.00% | -5.81% | +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 | 3 | 2.29% | 23.2 | 33.33% | -22.92% | +66.67% | 0.00% | 0.00% | 39:49 | 25:50 | 25:50 | 39:01 | 54:37 | 54:37 | 28:47 | 21:19 |
 | Skull Basher | 3 | 2.29% | 21.4 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 57:19 | 47:11 | 47:11 | 49:48 | 1:14:59 | 1:14:59 | 27:48 | 20:35 |
 | Vanguard | 3 | 2.29% | 19.6 | 33.33% | -22.92% | -33.33% | 0.00% | 0.00% | 44:22 | 07:52 | 07:52 | 50:02 | 1:15:11 | 1:15:11 | 1:07:19 | 49:51 |
 | Aghanim's Blessing | 3 | 2.29% | 17.9 | 33.33% | -22.92% | +66.67% | 0.00% | 0.00% | 53:41 | 50:57 | 50:57 | 54:03 | 56:03 | 56:03 | 05:06 | 03:46 |
 | Meteor Hammer | 1 | 0.76% | 16.1 | 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 |
 | Crimson Guard | 1 | 0.76% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.76% | 12.5 | 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 |
 | Divine Rapier | 2 | 1.53% | 10.7 | 0.00% | -56.59% | 0.00% | 0.00% | 0.00% | 38:42 | 38:40 | 38:40 | 38:44 | 38:44 | 38:44 | 00:04 | 00:02 |
 | Bloodthorn | 1 | 0.76% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:09 | 1:03:09 | 1:03:09 | 1:03:09 | 1:03:09 | 1:03:09 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 0.76% | 7.1 | 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 | 0.76% | 5.4 | 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 |
 | Overwhelming Blink | 1 | 0.76% | 3.6 | 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 |
 | Radiance | 2 | 1.53% | 1.8 | 0.00% | -56.59% | 0.00% | 0.00% | 0.00% | 29:35 | 25:00 | 25:00 | 34:10 | 34:10 | 34:10 | 09:10 | 06:47 |