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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 | |
 | Buckler | 7 | 4.70% | 100.0 | 100.00% | +47.89% | 0.00% | 0.00% | 0.00% | 37:53 | 25:00 | 28:08 | 32:50 | 33:20 | 1:20:50 | 05:12 | 03:51 |
 | Ring of Protection | 7 | 4.70% | 98.3 | 100.00% | +47.89% | 0.00% | 0.00% | 0.00% | 37:47 | 25:00 | 27:30 | 32:50 | 33:20 | 1:20:50 | 05:50 | 04:19 |
 | Assault Cuirass | 7 | 4.70% | 96.6 | 100.00% | +47.89% | 0.00% | 0.00% | 0.00% | 40:29 | 31:52 | 31:54 | 34:00 | 35:18 | 1:20:57 | 03:24 | 02:31 |
 | Fluffy Hat | 91 | 61.07% | 94.9 | 63.74% | +24.08% | -2.87% | +1.48% | 0.37% | 25:45 | 01:21 | 21:44 | 27:42 | 33:27 | 43:13 | 11:43 | 08:40 |
 | Force Staff | 76 | 51.01% | 93.2 | 63.16% | +17.95% | +5.26% | 0.00% | -0.58% | 30:31 | 17:12 | 25:39 | 30:27 | 34:45 | 43:13 | 09:06 | 06:44 |
 | Hurricane Pike | 75 | 50.34% | 91.5 | 62.67% | +16.72% | +0.49% | +0.49% | 0.00% | 30:54 | 17:26 | 26:27 | 31:02 | 35:12 | 43:31 | 08:45 | 06:28 |
 | Manta Style | 113 | 75.84% | 89.8 | 58.41% | +16.74% | +13.02% | -8.41% | -5.82% | 19:03 | 13:31 | 15:46 | 17:32 | 19:27 | 35:57 | 03:41 | 02:43 |
 | Eye of Skadi | 129 | 86.58% | 88.1 | 57.36% | +22.36% | +5.14% | -7.36% | -2.70% | 23:56 | 16:19 | 21:12 | 23:10 | 25:50 | 36:44 | 04:38 | 03:25 |
 | Yasha | 143 | 95.97% | 86.4 | 56.64% | +56.64% | +4.47% | -9.42% | -5.34% | 13:14 | 07:54 | 11:53 | 13:14 | 14:29 | 21:56 | 02:36 | 01:55 |
 | Dragon Lance | 134 | 89.93% | 84.7 | 56.72% | +23.39% | +5.04% | -8.24% | -5.69% | 11:37 | 07:51 | 09:44 | 10:33 | 12:04 | 32:23 | 02:20 | 01:43 |
 | Quelling Blade | 147 | 98.66% | 83.1 | 55.10% | +55.10% | +1.66% | +7.06% | 0.00% | -01:21 | -01:30 | -01:29 | -01:29 | -01:29 | 08:25 | 00:00 | 00:00 |
 | Power Treads | 148 | 99.33% | 81.4 | 54.73% | +54.73% | +12.84% | +2.03% | -6.69% | 05:56 | 03:45 | 05:07 | 05:44 | 06:44 | 09:27 | 01:37 | 01:11 |
 | Boots of Speed | 149 | 100.00% | 79.7 | 54.36% | +54.36% | -5.71% | -0.31% | 2.72% | 03:34 | 01:00 | 02:27 | 03:22 | 04:26 | 07:53 | 01:59 | 01:28 |
 | Magic Stick | 121 | 81.21% | 78.0 | 54.55% | +0.98% | -4.55% | +2.12% | 0.00% | -00:44 | -01:30 | -01:29 | -01:29 | -01:29 | 23:36 | 00:00 | 00:00 |
 | Magic Wand | 115 | 77.18% | 76.3 | 54.78% | +1.84% | -3.06% | +0.39% | 0.68% | 04:22 | -01:29 | 01:00 | 03:50 | 06:06 | 23:41 | 05:06 | 03:46 |
 | Black King Bar | 112 | 75.17% | 74.6 | 54.46% | +0.41% | -0.89% | -8.03% | -1.22% | 26:26 | 17:22 | 23:20 | 26:04 | 29:11 | 40:14 | 05:51 | 04:20 |
 | Void Stone | 19 | 12.75% | 72.9 | 68.42% | +16.11% | +11.58% | +11.58% | 0.00% | 44:57 | 30:59 | 36:36 | 44:10 | 49:25 | 1:22:22 | 12:49 | 09:29 |
 | Refresher Orb | 21 | 14.09% | 71.2 | 66.67% | +14.33% | -6.67% | -6.67% | 0.00% | 48:25 | 36:37 | 43:26 | 45:40 | 50:38 | 1:22:23 | 07:12 | 05:20 |
 | Silver Edge | 25 | 16.78% | 69.5 | 64.00% | +11.58% | +2.67% | -14.00% | -2.39% | 36:04 | 29:12 | 31:31 | 35:37 | 38:29 | 50:16 | 06:58 | 05:09 |
 | Wraith Band | 59 | 39.60% | 67.8 | 54.24% | -0.20% | +12.43% | -7.57% | -20.00% | 03:35 | 00:46 | 01:52 | 02:10 | 02:47 | 30:58 | 00:55 | 00:40 |
 | Morbid Mask | 28 | 18.79% | 66.1 | 60.71% | +7.82% | +10.72% | -17.85% | -3.83% | 33:46 | 19:31 | 29:07 | 32:30 | 36:34 | 48:07 | 07:27 | 05:31 |
 | Ring of Health | 20 | 13.42% | 64.4 | 65.00% | +12.29% | -5.00% | +15.00% | 1.38% | 44:23 | 30:58 | 34:56 | 43:03 | 49:25 | 1:22:22 | 14:29 | 10:43 |
 | Shadow Blade | 26 | 17.45% | 62.7 | 61.54% | +8.69% | -4.40% | -11.54% | -1.08% | 35:18 | 28:25 | 30:54 | 34:47 | 37:31 | 50:15 | 06:37 | 04:54 |
 | Satanic | 24 | 16.11% | 61.0 | 62.50% | +9.70% | +20.83% | -29.17% | -9.17% | 35:37 | 25:37 | 31:31 | 34:41 | 36:58 | 48:22 | 05:27 | 04:02 |
 | Crystalys | 86 | 57.72% | 59.3 | 51.16% | -7.57% | -1.16% | +10.74% | 1.87% | 31:29 | 17:07 | 27:35 | 31:12 | 33:56 | 50:15 | 06:21 | 04:42 |
 | Swift Blink | 19 | 12.75% | 57.6 | 63.16% | +10.08% | -43.16% | -23.16% | 3.12% | 43:05 | 31:46 | 39:48 | 42:24 | 46:13 | 54:58 | 06:25 | 04:45 |
 | Blink Dagger | 22 | 14.77% | 55.9 | 59.09% | +5.55% | -25.76% | +0.91% | 4.78% | 40:09 | 25:46 | 37:44 | 39:38 | 43:19 | 54:57 | 05:35 | 04:08 |
 | Daedalus | 48 | 32.21% | 54.2 | 50.00% | -6.44% | +8.33% | -33.33% | -7.91% | 34:31 | 26:40 | 32:05 | 34:08 | 37:21 | 43:25 | 05:16 | 03:54 |
 | Falcon Blade | 16 | 10.74% | 52.5 | 62.50% | +9.12% | +12.50% | -12.50% | 0.00% | 07:12 | 02:33 | 06:21 | 07:30 | 08:03 | 10:31 | 01:42 | 01:15 |
 | Sange and Yasha | 12 | 8.05% | 50.8 | 66.67% | +13.39% | 0.00% | 0.00% | 0.00% | 29:52 | 20:40 | 25:55 | 28:46 | 33:04 | 39:00 | 07:09 | 05:17 |
 | Sange | 12 | 8.05% | 49.2 | 66.67% | +13.39% | 0.00% | 0.00% | 0.00% | 29:30 | 20:14 | 25:24 | 28:26 | 32:32 | 38:46 | 07:08 | 05:17 |
 | Butterfly | 24 | 16.11% | 47.5 | 54.17% | -0.23% | +12.50% | -20.84% | -4.38% | 32:45 | 18:38 | 28:46 | 30:59 | 36:23 | 59:29 | 07:37 | 05:38 |
 | Wind Lace | 13 | 8.72% | 45.8 | 61.54% | +7.86% | -28.21% | +38.46% | 0.00% | 09:53 | 02:35 | 06:41 | 10:42 | 12:07 | 17:05 | 05:26 | 04:01 |
 | Linken's Sphere | 11 | 7.38% | 44.1 | 63.64% | +10.02% | +36.36% | -63.64% | 0.00% | 36:54 | 24:07 | 30:59 | 38:15 | 39:13 | 57:04 | 08:14 | 06:05 |
 | Aghanim's Scepter | 14 | 9.40% | 42.4 | 57.14% | +3.07% | +17.86% | -23.81% | 0.00% | 45:07 | 34:07 | 40:47 | 44:51 | 49:14 | 55:01 | 08:27 | 06:15 |
 | Aghanim's Blessing | 11 | 7.38% | 40.7 | 54.55% | +0.20% | +45.45% | -21.22% | 0.00% | 46:31 | 38:59 | 42:39 | 45:35 | 49:14 | 55:01 | 06:35 | 04:52 |
 | Javelin | 20 | 13.42% | 39.0 | 45.00% | -10.81% | -5.00% | -25.00% | -4.82% | 30:54 | 24:41 | 27:04 | 28:38 | 31:13 | 46:57 | 04:09 | 03:04 |
 | Monkey King Bar | 18 | 12.08% | 37.3 | 44.44% | -11.29% | -4.44% | -44.44% | -5.76% | 33:19 | 26:11 | 28:52 | 32:28 | 35:49 | 47:13 | 06:57 | 05:08 |
 | Moon Shard | 9 | 6.04% | 35.6 | 55.56% | +1.27% | +44.44% | +44.44% | 0.00% | 50:52 | 29:56 | 45:58 | 51:59 | 53:03 | 1:14:38 | 07:05 | 05:14 |
 | Aghanim's Shard | 12 | 8.05% | 33.9 | 50.00% | -4.74% | -16.67% | +16.67% | 0.00% | 40:20 | 33:18 | 38:13 | 39:46 | 41:46 | 47:20 | 03:33 | 02:37 |
 | Diffusal Blade | 4 | 2.68% | 32.2 | 75.00% | +21.21% | +25.00% | -75.00% | 0.00% | 15:41 | 15:07 | 15:07 | 15:23 | 15:42 | 16:30 | 00:35 | 00:25 |
 | Cornucopia | 13 | 8.72% | 30.5 | 46.15% | -9.00% | +20.52% | -46.15% | 0.00% | 42:12 | 22:35 | 37:50 | 43:56 | 46:33 | 57:24 | 08:43 | 06:27 |
 | Boots of Travel | 2 | 1.34% | 28.8 | 100.00% | +46.26% | 0.00% | 0.00% | 0.00% | 42:09 | 41:37 | 41:37 | 42:40 | 42:40 | 42:40 | 01:03 | 00:46 |
 | Bracer | 9 | 6.04% | 27.1 | 44.44% | -10.56% | +5.56% | +5.56% | 0.00% | 02:05 | 01:20 | 01:45 | 02:06 | 02:08 | 02:57 | 00:23 | 00:17 |
 | Ring of Basilius | 22 | 14.77% | 25.4 | 31.82% | -26.45% | +18.18% | +8.18% | -3.02% | 08:24 | 05:12 | 06:19 | 07:16 | 09:38 | 18:29 | 03:19 | 02:27 |
 | Disperser | 1 | 0.67% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Bottle | 1 | 0.67% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.67% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.67% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Helm of Iron Will | 5 | 3.36% | 16.9 | 20.00% | -35.56% | +80.00% | -20.00% | 0.00% | 33:45 | 25:16 | 25:16 | 29:15 | 33:20 | 51:43 | 08:04 | 05:58 |
 | Nullifier | 5 | 3.36% | 15.3 | 20.00% | -35.56% | +80.00% | -20.00% | 0.00% | 34:09 | 25:18 | 25:18 | 32:01 | 33:33 | 50:23 | 08:15 | 06:06 |
 | Divine Rapier | 3 | 2.01% | 13.6 | 0.00% | -55.48% | 0.00% | 0.00% | 0.00% | 54:23 | 52:59 | 52:59 | 53:29 | 56:40 | 56:40 | 03:41 | 02:43 |
 | Bloodthorn | 1 | 0.67% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:20 | 39:20 | 39:20 | 39:20 | 39:20 | 39:20 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 0.67% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.67% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.67% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Maelstrom | 2 | 1.34% | 5.1 | 0.00% | -55.10% | 0.00% | 0.00% | 0.00% | 31:17 | 31:13 | 31:13 | 31:20 | 31:20 | 31:20 | 00:07 | 00:05 |
 | Mage Slayer | 2 | 1.34% | 3.4 | 0.00% | -55.10% | 0.00% | 0.00% | 0.00% | 24:37 | 13:01 | 13:01 | 36:12 | 36:12 | 36:12 | 23:11 | 17:10 |
 | Radiance | 1 | 0.67% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 00:00 | 00:00 |