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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 | |
 | Hurricane Pike | 21 | 33.87% | 100.0 | 85.71% | +44.25% | +14.29% | -5.71% | -1.94% | 28:07 | 17:26 | 22:32 | 28:29 | 32:52 | 45:39 | 10:20 | 07:39 |
 | Force Staff | 22 | 35.48% | 97.9 | 81.82% | +39.32% | +18.18% | -21.82% | -3.82% | 27:55 | 16:48 | 22:04 | 27:33 | 32:32 | 45:09 | 10:28 | 07:45 |
 | Fluffy Hat | 26 | 41.94% | 95.8 | 76.92% | +35.25% | -19.78% | +6.41% | 1.24% | 22:07 | 04:24 | 09:01 | 22:04 | 30:06 | 45:09 | 21:05 | 15:37 |
 | Ring of Health | 14 | 22.58% | 93.8 | 78.57% | +28.57% | -3.57% | +21.43% | 2.19% | 34:35 | 23:58 | 26:38 | 35:40 | 38:02 | 51:31 | 11:24 | 08:26 |
 | Aghanim's Shard | 23 | 37.10% | 91.7 | 69.57% | +20.85% | +30.43% | -36.24% | -8.95% | 31:05 | 18:25 | 25:37 | 29:58 | 33:04 | 50:03 | 07:27 | 05:31 |
 | Magic Wand | 55 | 88.71% | 89.6 | 60.00% | +31.43% | -10.00% | +18.57% | 11.82% | 05:48 | 01:17 | 04:15 | 05:07 | 06:40 | 16:05 | 02:25 | 01:47 |
 | Void Stone | 15 | 24.19% | 87.5 | 73.33% | +22.27% | -23.33% | +26.67% | 4.31% | 29:04 | 11:12 | 24:04 | 30:28 | 35:40 | 43:12 | 11:36 | 08:35 |
 | Daedalus | 10 | 16.13% | 85.4 | 80.00% | +28.08% | +20.00% | -30.00% | 0.00% | 37:06 | 20:43 | 30:00 | 32:55 | 49:05 | 55:21 | 19:05 | 14:08 |
 | Boots of Speed | 62 | 100.00% | 83.3 | 56.45% | +56.45% | +6.05% | +3.55% | -1.90% | 03:29 | 01:11 | 02:46 | 03:13 | 04:05 | 07:06 | 01:19 | 00:58 |
 | Dragon Lance | 54 | 87.10% | 81.3 | 57.41% | +7.41% | +21.16% | -3.56% | -8.99% | 12:52 | 09:48 | 11:00 | 12:13 | 13:45 | 34:03 | 02:45 | 02:02 |
 | Power Treads | 59 | 95.16% | 79.2 | 55.93% | -10.74% | +4.07% | -9.26% | -13.33% | 07:09 | 04:28 | 06:38 | 07:12 | 07:37 | 09:36 | 00:59 | 00:43 |
 | Magic Stick | 59 | 95.16% | 77.1 | 55.93% | -10.74% | -9.26% | +10.74% | 9.68% | 01:50 | -01:29 | -01:29 | 02:16 | 03:33 | 15:37 | 05:02 | 03:43 |
 | Black King Bar | 57 | 91.94% | 75.0 | 56.14% | -3.86% | +22.43% | -27.57% | -17.96% | 19:12 | 13:13 | 17:16 | 18:55 | 20:03 | 37:08 | 02:47 | 02:03 |
 | Crystalys | 41 | 66.13% | 72.9 | 58.54% | +6.16% | +11.46% | +1.46% | -1.37% | 26:53 | 16:55 | 22:28 | 25:03 | 29:46 | 52:57 | 07:18 | 05:24 |
 | Wind Lace | 20 | 32.26% | 70.8 | 65.00% | +12.62% | -25.00% | +15.00% | 16.55% | 06:04 | 00:48 | 03:15 | 04:44 | 05:40 | 30:24 | 02:25 | 01:47 |
 | Linken's Sphere | 9 | 14.52% | 68.8 | 77.78% | +24.95% | +22.22% | -27.78% | 0.00% | 31:52 | 24:18 | 25:59 | 31:05 | 36:25 | 38:22 | 10:26 | 07:43 |
 | Bottle | 43 | 69.35% | 66.7 | 55.81% | -2.08% | +7.83% | +7.83% | 0.00% | 01:42 | 00:32 | 01:16 | 01:34 | 01:45 | 05:09 | 00:29 | 00:21 |
 | Morbid Mask | 35 | 56.45% | 64.6 | 57.14% | +1.58% | -12.70% | -12.70% | 0.00% | 20:37 | 07:02 | 08:45 | 13:25 | 31:13 | 48:41 | 22:28 | 16:38 |
 | Satanic | 17 | 27.42% | 62.5 | 64.71% | +11.38% | +35.29% | +10.29% | -1.88% | 38:12 | 26:11 | 31:37 | 36:40 | 44:56 | 50:45 | 13:19 | 09:51 |
 | Arcane Blink | 10 | 16.13% | 60.4 | 70.00% | +16.15% | -36.67% | -20.00% | 0.00% | 39:41 | 25:33 | 30:18 | 39:32 | 45:43 | 58:58 | 15:25 | 11:25 |
 | Shadow Blade | 32 | 51.61% | 58.3 | 53.13% | -6.87% | +9.37% | -28.13% | -5.86% | 24:15 | 10:54 | 21:26 | 23:39 | 27:50 | 37:52 | 06:24 | 04:44 |
 | Mask of Madness | 19 | 30.65% | 56.3 | 57.89% | +2.08% | +22.11% | +2.11% | -17.14% | 11:00 | 08:47 | 10:11 | 10:35 | 11:21 | 13:46 | 01:10 | 00:51 |
 | Blink Dagger | 17 | 27.42% | 54.2 | 58.82% | +3.26% | -33.82% | +16.18% | 2.51% | 30:50 | 11:58 | 19:41 | 24:32 | 39:38 | 58:54 | 19:57 | 14:46 |
 | Silver Edge | 29 | 46.77% | 52.1 | 51.72% | -8.89% | +33.99% | -8.86% | -10.33% | 28:02 | 19:47 | 24:20 | 27:15 | 28:29 | 53:19 | 04:09 | 03:04 |
 | Ring of Basilius | 15 | 24.19% | 50.0 | 60.00% | +4.68% | +15.00% | -10.00% | -25.00% | 03:13 | 00:41 | 01:27 | 01:43 | 01:55 | 11:22 | 00:28 | 00:20 |
 | Scythe of Vyse | 3 | 4.84% | 47.9 | 100.00% | +45.76% | 0.00% | 0.00% | 0.00% | 35:33 | 28:07 | 28:07 | 32:12 | 46:20 | 46:20 | 18:13 | 13:29 |
 | Ring of Protection | 10 | 16.13% | 45.8 | 60.00% | +4.23% | +40.00% | -60.00% | 0.00% | 31:14 | 20:22 | 22:45 | 32:13 | 36:08 | 42:16 | 13:23 | 09:54 |
 | Eye of Skadi | 10 | 16.13% | 43.8 | 60.00% | +4.23% | +6.67% | -10.00% | 0.00% | 35:33 | 26:10 | 30:43 | 33:21 | 40:34 | 51:39 | 09:51 | 07:17 |
 | Buckler | 10 | 16.13% | 41.7 | 60.00% | +4.23% | +40.00% | -60.00% | 0.00% | 31:34 | 20:23 | 22:45 | 33:06 | 36:09 | 42:16 | 13:24 | 09:55 |
 | Assault Cuirass | 9 | 14.52% | 39.6 | 55.56% | -1.04% | +44.44% | -55.56% | 0.00% | 32:51 | 22:51 | 26:19 | 33:24 | 36:31 | 42:40 | 10:12 | 07:33 |
 | Manta Style | 9 | 14.52% | 37.5 | 55.56% | -1.04% | +44.44% | -5.56% | 0.00% | 23:53 | 17:37 | 18:09 | 24:21 | 25:22 | 34:47 | 07:13 | 05:20 |
 | Refresher Orb | 4 | 6.45% | 35.4 | 75.00% | +19.83% | -75.00% | +25.00% | 0.00% | 41:27 | 35:55 | 35:55 | 38:51 | 39:29 | 51:31 | 03:34 | 02:38 |
 | Swift Blink | 2 | 3.23% | 33.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 47:08 | 46:00 | 46:00 | 48:15 | 48:15 | 48:15 | 02:15 | 01:40 |
 | Moon Shard | 2 | 3.23% | 31.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 57:11 | 47:51 | 47:51 | 1:06:30 | 1:06:30 | 1:06:30 | 18:39 | 13:48 |
 | Butterfly | 7 | 11.29% | 29.2 | 57.14% | +0.78% | +42.86% | -7.14% | 0.00% | 31:31 | 21:44 | 23:52 | 32:54 | 35:17 | 40:06 | 11:25 | 08:27 |
 | Yasha | 10 | 16.13% | 27.1 | 50.00% | -7.69% | -16.67% | 0.00% | 0.00% | 19:39 | 13:50 | 15:18 | 15:51 | 24:52 | 30:32 | 09:34 | 07:05 |
 | Falcon Blade | 5 | 8.06% | 25.0 | 60.00% | +3.86% | -60.00% | +40.00% | 0.00% | 08:46 | 06:56 | 06:56 | 08:42 | 09:18 | 10:32 | 02:22 | 01:45 |
 | Javelin | 4 | 6.45% | 22.9 | 50.00% | -6.90% | +50.00% | -50.00% | 0.00% | 39:40 | 28:57 | 28:57 | 34:07 | 43:24 | 52:11 | 14:27 | 10:42 |
 | Monkey King Bar | 4 | 6.45% | 20.8 | 50.00% | -6.90% | +50.00% | -50.00% | 0.00% | 40:22 | 29:35 | 29:35 | 35:27 | 43:41 | 52:44 | 14:06 | 10:26 |
 | Aeon Disk | 1 | 1.61% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |
 | Kaya | 1 | 1.61% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 1.61% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 26:20 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.61% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 00:00 | 00:00 |
 | Sange | 2 | 3.23% | 10.4 | 50.00% | -6.67% | -50.00% | 0.00% | 0.00% | 25:42 | 25:04 | 25:04 | 26:20 | 26:20 | 26:20 | 01:16 | 00:56 |
 | Wraith Band | 2 | 3.23% | 8.3 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | 05:03 | 01:15 | 01:15 | 08:50 | 08:50 | 08:50 | 07:35 | 05:37 |
 | Quelling Blade | 2 | 3.23% | 6.3 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 4.84% | 4.2 | 33.33% | -24.30% | +66.67% | 0.00% | 0.00% | 19:20 | 12:40 | 12:40 | 14:25 | 30:55 | 30:55 | 18:15 | 13:31 |
 | Sange and Yasha | 1 | 1.61% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 25:04 | 00:00 | 00:00 |