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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 | |
 | Assault Cuirass | 39 | 16.53% | 100.0 | 76.92% | +25.65% | +3.08% | -6.92% | -1.34% | 32:35 | 22:13 | 28:56 | 32:09 | 36:25 | 43:34 | 07:29 | 05:32 |
 | Satanic | 107 | 45.34% | 98.2 | 69.16% | +24.97% | +4.91% | -9.90% | -2.53% | 32:33 | 22:56 | 28:57 | 31:45 | 34:48 | 53:20 | 05:51 | 04:20 |
 | Ring of Protection | 41 | 17.37% | 96.4 | 75.61% | +24.33% | +4.39% | -5.61% | -1.19% | 32:19 | 20:15 | 28:09 | 31:41 | 36:32 | 50:37 | 08:23 | 06:12 |
 | Buckler | 41 | 17.37% | 96.4 | 75.61% | +24.33% | +4.39% | -5.61% | -1.19% | 32:19 | 20:15 | 28:09 | 31:41 | 36:32 | 50:37 | 08:23 | 06:12 |
 | Morbid Mask | 115 | 48.73% | 92.9 | 67.83% | +24.03% | +4.58% | -16.11% | -3.03% | 30:26 | 18:58 | 26:25 | 29:55 | 33:15 | 53:11 | 06:50 | 05:03 |
 | Rod of Atos | 119 | 50.42% | 91.1 | 63.87% | +16.86% | -10.54% | +9.46% | 2.58% | 24:42 | 14:13 | 20:36 | 22:36 | 28:22 | 56:21 | 07:46 | 05:45 |
 | Crown | 120 | 50.85% | 89.3 | 63.33% | +15.92% | -10.00% | +10.00% | 2.23% | 23:20 | 10:44 | 18:26 | 21:28 | 27:24 | 56:21 | 08:58 | 06:38 |
 | Gleipnir | 117 | 49.58% | 87.5 | 63.25% | +15.35% | -8.08% | +5.72% | 1.73% | 25:32 | 14:23 | 21:10 | 23:35 | 29:08 | 57:18 | 07:58 | 05:54 |
 | Crystalys | 137 | 58.05% | 85.7 | 62.04% | +15.58% | +14.43% | +2.67% | -1.68% | 29:37 | 17:26 | 25:49 | 28:43 | 32:49 | 45:35 | 07:00 | 05:11 |
 | Boots of Travel | 135 | 57.20% | 83.9 | 61.48% | +13.96% | +0.28% | -14.42% | -1.34% | 32:16 | 12:25 | 26:25 | 33:33 | 37:21 | 54:40 | 10:56 | 08:05 |
 | Silver Edge | 100 | 42.37% | 82.1 | 62.00% | +11.26% | +22.00% | -2.00% | -3.98% | 30:36 | 20:53 | 27:11 | 29:34 | 33:13 | 42:30 | 06:02 | 04:28 |
 | Quelling Blade | 57 | 24.15% | 80.4 | 64.91% | +12.40% | -0.62% | +6.52% | 4.66% | 01:33 | -01:29 | -01:29 | -01:29 | 03:01 | 21:46 | 04:30 | 03:20 |
 | Void Stone | 59 | 25.00% | 78.6 | 64.41% | +11.87% | +28.92% | -17.74% | -3.18% | 32:40 | 10:22 | 24:17 | 33:28 | 38:58 | 54:49 | 14:41 | 10:52 |
 | Maelstrom | 224 | 94.92% | 76.8 | 57.14% | +32.14% | +14.29% | -21.43% | -20.41% | 11:42 | 09:00 | 10:51 | 11:39 | 12:36 | 17:28 | 01:45 | 01:17 |
 | Javelin | 227 | 96.19% | 75.0 | 56.83% | +34.61% | -0.69% | -12.97% | -6.76% | 08:25 | 03:18 | 07:06 | 07:55 | 08:55 | 38:05 | 01:49 | 01:20 |
 | Falcon Blade | 231 | 97.88% | 73.2 | 56.28% | +36.28% | +5.79% | -9.73% | -7.96% | 05:04 | 02:22 | 03:54 | 04:43 | 05:51 | 15:50 | 01:57 | 01:26 |
 | Linken's Sphere | 44 | 18.64% | 71.4 | 65.91% | +12.78% | +25.00% | -38.64% | -5.04% | 31:06 | 17:28 | 23:57 | 30:26 | 36:34 | 51:09 | 12:37 | 09:20 |
 | Daedalus | 25 | 10.59% | 69.6 | 72.00% | +18.45% | -5.33% | -38.67% | 0.00% | 36:33 | 22:01 | 31:21 | 37:21 | 41:31 | 45:45 | 10:10 | 07:31 |
 | Fluffy Hat | 233 | 98.73% | 67.9 | 55.79% | +22.46% | -0.62% | -9.24% | -4.35% | 03:48 | 00:50 | 02:22 | 03:21 | 04:21 | 31:01 | 01:59 | 01:28 |
 | Boots of Speed | 236 | 100.00% | 66.1 | 55.51% | +55.51% | +3.81% | -2.97% | -2.25% | 05:56 | -01:29 | 03:58 | 05:03 | 06:59 | 14:57 | 03:01 | 02:14 |
 | Hurricane Pike | 92 | 38.98% | 64.3 | 59.78% | +7.00% | +9.79% | -20.65% | -3.94% | 27:01 | 14:47 | 23:12 | 26:21 | 30:55 | 45:25 | 07:43 | 05:42 |
 | Force Staff | 94 | 39.83% | 62.5 | 59.57% | +6.75% | +19.60% | -16.09% | -5.24% | 24:57 | 13:44 | 21:36 | 23:56 | 28:25 | 41:50 | 06:49 | 05:02 |
 | Ring of Health | 50 | 21.19% | 60.7 | 64.00% | +10.77% | +28.31% | -22.33% | -3.26% | 32:56 | 15:09 | 23:57 | 31:38 | 39:30 | 59:52 | 15:33 | 11:31 |
 | Black King Bar | 211 | 89.41% | 58.9 | 54.98% | -5.02% | +16.72% | -15.36% | -9.77% | 19:25 | 13:23 | 17:08 | 18:33 | 20:25 | 40:49 | 03:17 | 02:25 |
 | Magic Wand | 161 | 68.22% | 57.1 | 55.90% | +1.23% | +11.60% | -0.90% | -3.07% | 02:16 | -01:30 | -01:29 | -01:29 | 05:33 | 21:31 | 07:02 | 05:12 |
 | Shadow Blade | 112 | 47.46% | 55.4 | 57.14% | +3.11% | +3.57% | -7.14% | -1.34% | 27:11 | 15:01 | 23:17 | 26:44 | 31:18 | 41:25 | 08:01 | 05:56 |
 | Dragon Lance | 106 | 44.92% | 53.6 | 55.66% | +0.28% | +11.01% | -17.20% | -3.77% | 24:23 | 11:07 | 20:24 | 23:29 | 27:53 | 46:07 | 07:29 | 05:32 |
 | Boots of Travel 2 | 27 | 11.44% | 51.8 | 66.67% | +12.60% | +4.76% | -23.81% | 0.00% | 44:52 | 32:35 | 41:52 | 44:16 | 45:57 | 1:06:08 | 04:05 | 03:01 |
 | Wind Lace | 38 | 16.10% | 50.0 | 57.89% | +2.84% | +2.11% | -13.45% | -2.29% | 09:20 | -01:29 | 05:53 | 11:12 | 12:41 | 16:48 | 06:48 | 05:02 |
 | Magic Stick | 80 | 33.90% | 48.2 | 47.50% | -12.12% | -2.50% | +7.50% | 3.41% | 03:40 | -01:29 | -01:25 | 02:09 | 04:21 | 21:06 | 05:46 | 04:16 |
 | Scythe of Vyse | 14 | 5.93% | 46.4 | 64.29% | +9.34% | +10.71% | +2.38% | 0.00% | 38:56 | 29:27 | 34:34 | 36:49 | 42:12 | 51:49 | 07:38 | 05:39 |
 | Refresher Orb | 8 | 3.39% | 44.6 | 75.00% | +20.18% | -25.00% | -25.00% | 0.00% | 53:06 | 46:17 | 49:48 | 52:24 | 54:50 | 59:52 | 05:02 | 03:43 |
 | Monkey King Bar | 24 | 10.17% | 42.9 | 54.17% | -1.49% | -20.84% | +12.50% | 0.00% | 36:18 | 25:14 | 30:38 | 33:10 | 41:55 | 51:09 | 11:17 | 08:21 |
 | Eye of Skadi | 20 | 8.47% | 41.1 | 55.00% | -0.56% | -15.00% | -15.00% | 0.00% | 36:41 | 25:12 | 33:06 | 36:19 | 37:59 | 57:17 | 04:53 | 03:37 |
 | Aghanim's Shard | 11 | 4.66% | 39.3 | 63.64% | +8.53% | +36.36% | -30.31% | 0.00% | 44:46 | 15:05 | 43:10 | 48:24 | 49:03 | 55:17 | 05:53 | 04:21 |
 | Shiva's Guard | 4 | 1.69% | 37.5 | 75.00% | +19.83% | -75.00% | +25.00% | 0.00% | 34:26 | 31:47 | 31:47 | 33:33 | 34:15 | 38:07 | 02:28 | 01:49 |
 | Aghanim's Scepter | 4 | 1.69% | 35.7 | 75.00% | +19.83% | +25.00% | -75.00% | 0.00% | 44:17 | 20:17 | 20:17 | 49:24 | 51:17 | 56:10 | 31:00 | 22:57 |
 | Blink Dagger | 8 | 3.39% | 33.9 | 50.00% | -5.70% | 0.00% | +50.00% | 0.00% | 31:45 | 25:20 | 25:51 | 27:49 | 32:22 | 45:09 | 06:31 | 04:49 |
 | Bottle | 22 | 9.32% | 32.1 | 31.82% | -26.12% | +1.51% | -11.82% | 0.00% | 02:51 | 00:14 | 01:08 | 01:13 | 01:29 | 36:21 | 00:21 | 00:15 |
 | Aghanim's Blessing | 3 | 1.27% | 30.4 | 66.67% | +11.31% | +33.33% | 0.00% | 0.00% | 52:17 | 49:24 | 49:24 | 51:17 | 56:10 | 56:10 | 06:46 | 05:00 |
 | Aeon Disk | 3 | 1.27% | 28.6 | 66.67% | +11.31% | +33.33% | 0.00% | 0.00% | 44:13 | 43:30 | 43:30 | 44:17 | 44:51 | 44:51 | 01:21 | 01:00 |
 | Overwhelming Blink | 1 | 0.42% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 34:07 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.42% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.42% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.42% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 10:31 | 00:00 | 00:00 |
 | Moon Shard | 5 | 2.12% | 19.6 | 40.00% | -15.84% | -40.00% | -40.00% | 0.00% | 52:25 | 43:59 | 43:59 | 50:29 | 55:28 | 1:02:28 | 11:29 | 08:30 |
 | Divine Rapier | 8 | 3.39% | 17.9 | 25.00% | -31.58% | -25.00% | -25.00% | 0.00% | 53:55 | 43:11 | 44:56 | 52:54 | 60:56 | 1:01:54 | 16:00 | 11:51 |
 | Desolator | 2 | 0.85% | 16.1 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 40:56 | 35:38 | 35:38 | 46:14 | 46:14 | 46:14 | 10:36 | 07:51 |
 | Arcane Boots | 2 | 0.85% | 14.3 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 09:13 | 05:04 | 05:04 | 13:22 | 13:22 | 13:22 | 08:18 | 06:08 |
 | Arcane Blink | 2 | 0.85% | 12.5 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 48:35 | 45:25 | 45:25 | 51:44 | 51:44 | 51:44 | 06:19 | 04:40 |
 | Nullifier | 3 | 1.27% | 10.7 | 0.00% | -56.22% | 0.00% | 0.00% | 0.00% | 38:24 | 35:41 | 35:41 | 39:05 | 40:25 | 40:25 | 04:44 | 03:30 |
 | Helm of Iron Will | 3 | 1.27% | 8.9 | 0.00% | -56.22% | 0.00% | 0.00% | 0.00% | 38:03 | 35:33 | 35:33 | 38:10 | 40:25 | 40:25 | 04:52 | 03:36 |
 | Null Talisman | 4 | 1.69% | 7.1 | 0.00% | -56.47% | 0.00% | 0.00% | 0.00% | 03:16 | 02:21 | 02:21 | 03:11 | 03:14 | 04:17 | 00:53 | 00:39 |
 | Mask of Madness | 1 | 0.42% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.42% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 39:34 | 00:00 | 00:00 |
 | Power Treads | 3 | 1.27% | 1.8 | 0.00% | -56.22% | 0.00% | 0.00% | 0.00% | 22:41 | 09:21 | 09:21 | 26:12 | 32:29 | 32:29 | 23:08 | 17:08 |