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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 | |
 | Dragon Lance | 31 | 37.80% | 100.0 | 70.97% | +29.79% | +4.03% | +4.03% | 0.00% | 14:06 | 09:52 | 11:28 | 12:40 | 14:36 | 24:53 | 03:08 | 02:19 |
 | Satanic | 22 | 26.83% | 98.0 | 72.73% | +27.73% | -22.73% | -12.73% | 1.96% | 38:45 | 24:16 | 35:36 | 38:58 | 40:42 | 54:29 | 05:06 | 03:46 |
 | Black King Bar | 63 | 76.83% | 96.0 | 60.32% | +34.00% | +2.18% | -4.07% | -0.80% | 28:48 | 19:08 | 24:12 | 27:29 | 32:02 | 48:22 | 07:50 | 05:48 |
 | Manta Style | 65 | 79.27% | 94.0 | 56.92% | +21.63% | -0.67% | -0.67% | 0.00% | 19:04 | 13:48 | 16:52 | 18:39 | 20:09 | 35:50 | 03:17 | 02:25 |
 | Eye of Skadi | 48 | 58.54% | 92.0 | 58.33% | +14.21% | +8.34% | +8.34% | 0.00% | 29:44 | 18:28 | 25:31 | 28:48 | 32:43 | 45:36 | 07:12 | 05:20 |
 | Magic Wand | 79 | 96.34% | 90.0 | 54.43% | +54.43% | -4.43% | -4.43% | 0.00% | 06:20 | -01:29 | 03:07 | 06:17 | 08:36 | 22:14 | 05:29 | 04:03 |
 | Magic Stick | 72 | 87.80% | 88.0 | 54.17% | +14.17% | -9.73% | +1.39% | 11.12% | 00:44 | -01:29 | -01:29 | -01:29 | 02:17 | 08:48 | 03:46 | 02:47 |
 | Power Treads | 81 | 98.78% | 86.0 | 53.09% | +53.09% | -8.09% | -3.09% | 1.72% | 07:51 | 04:37 | 05:58 | 07:06 | 08:52 | 16:29 | 02:54 | 02:08 |
 | Boots of Speed | 82 | 100.00% | 84.0 | 52.44% | +52.44% | -9.58% | +7.56% | 5.12% | 05:59 | 01:12 | 03:54 | 05:43 | 07:15 | 15:07 | 03:21 | 02:28 |
 | Aghanim's Scepter | 36 | 43.90% | 82.0 | 58.33% | +10.50% | +8.34% | -25.00% | -7.58% | 26:39 | 19:25 | 22:52 | 25:24 | 27:16 | 55:58 | 04:24 | 03:15 |
 | Yasha | 76 | 92.68% | 80.0 | 50.00% | -33.33% | +2.63% | -18.42% | -6.61% | 15:06 | 09:33 | 13:03 | 14:31 | 16:14 | 36:32 | 03:11 | 02:21 |
 | Wraith Band | 35 | 42.68% | 78.0 | 54.29% | +3.23% | -32.07% | +12.38% | 23.19% | 03:25 | -01:14 | 02:06 | 02:31 | 04:01 | 09:57 | 01:55 | 01:25 |
 | Fluffy Hat | 33 | 40.24% | 76.0 | 54.55% | +3.53% | +20.45% | -4.55% | -5.42% | 10:32 | 01:58 | 04:17 | 07:42 | 08:54 | 41:36 | 04:37 | 03:25 |
 | Aghanim's Shard | 28 | 34.15% | 74.0 | 53.57% | +1.72% | +3.57% | -10.71% | -1.13% | 29:07 | 16:24 | 21:21 | 27:01 | 33:58 | 54:29 | 12:37 | 09:20 |
 | Morbid Mask | 50 | 60.98% | 72.0 | 48.00% | -11.38% | -1.85% | +27.00% | 1.49% | 15:34 | 02:41 | 06:30 | 08:45 | 25:51 | 54:29 | 19:21 | 14:20 |
 | Falcon Blade | 29 | 35.37% | 70.0 | 51.72% | -1.11% | +5.42% | -23.15% | -10.26% | 07:54 | 04:25 | 06:13 | 07:33 | 09:00 | 12:51 | 02:47 | 02:03 |
 | Bottle | 13 | 15.85% | 68.0 | 61.54% | +10.82% | +5.13% | +5.13% | 0.00% | 01:50 | 01:08 | 01:26 | 01:50 | 02:02 | 03:11 | 00:36 | 00:26 |
 | Moon Shard | 3 | 3.66% | 66.0 | 100.00% | +49.37% | 0.00% | 0.00% | 0.00% | 50:56 | 49:07 | 49:07 | 51:49 | 51:52 | 51:52 | 02:45 | 02:02 |
 | Crystalys | 19 | 23.17% | 64.0 | 52.63% | +0.25% | -12.63% | -12.63% | 0.00% | 38:51 | 26:05 | 31:23 | 36:42 | 44:31 | 1:04:43 | 13:08 | 09:43 |
 | Void Stone | 19 | 23.17% | 62.0 | 52.63% | +0.25% | -12.63% | -12.63% | 0.00% | 28:03 | 07:45 | 10:45 | 30:33 | 38:24 | 60:40 | 27:39 | 20:28 |
 | Butterfly | 12 | 14.63% | 60.0 | 58.33% | +6.90% | +8.34% | -25.00% | -2.59% | 36:59 | 22:45 | 28:34 | 33:55 | 41:26 | 49:50 | 12:52 | 09:31 |
 | Linken's Sphere | 15 | 18.29% | 58.0 | 53.33% | +1.09% | +21.67% | -3.33% | -1.37% | 23:35 | 13:22 | 14:09 | 16:06 | 32:27 | 48:23 | 18:18 | 13:33 |
 | Ring of Health | 18 | 21.95% | 56.0 | 50.00% | -3.13% | +10.00% | -25.00% | -1.10% | 24:44 | 01:51 | 06:19 | 10:48 | 38:11 | 60:40 | 31:52 | 23:36 |
 | Daedalus | 11 | 13.41% | 54.0 | 54.55% | +2.44% | -21.22% | +12.12% | 3.05% | 42:55 | 33:45 | 35:24 | 42:19 | 46:20 | 53:52 | 10:56 | 08:05 |
 | Silver Edge | 6 | 7.32% | 52.0 | 66.67% | +15.35% | -16.67% | +33.33% | 0.00% | 38:05 | 30:33 | 31:40 | 34:53 | 44:57 | 46:00 | 13:17 | 09:50 |
 | Quelling Blade | 18 | 21.95% | 50.0 | 44.44% | -10.25% | -4.44% | -44.44% | 0.00% | -00:39 | -01:29 | -01:29 | -01:29 | -01:29 | 13:25 | 00:00 | 00:00 |
 | Force Staff | 4 | 4.88% | 48.0 | 75.00% | +23.72% | -75.00% | +25.00% | 0.00% | 38:12 | 31:30 | 31:30 | 38:47 | 40:55 | 41:37 | 09:25 | 06:58 |
 | Monkey King Bar | 2 | 2.44% | 46.0 | 100.00% | +48.75% | 0.00% | 0.00% | 0.00% | 38:04 | 34:19 | 34:19 | 41:48 | 41:48 | 41:48 | 07:29 | 05:32 |
 | Aghanim's Blessing | 7 | 8.54% | 44.0 | 57.14% | +5.14% | +42.86% | -7.14% | 0.00% | 52:00 | 46:10 | 49:46 | 51:54 | 54:32 | 55:58 | 04:46 | 03:31 |
 | Ring of Basilius | 7 | 8.54% | 42.0 | 57.14% | +5.14% | -7.14% | -7.14% | 0.00% | 08:12 | 03:16 | 04:41 | 09:24 | 09:38 | 10:53 | 04:57 | 03:40 |
 | Shadow Blade | 8 | 9.76% | 40.0 | 50.00% | -2.70% | 0.00% | 0.00% | 0.00% | 39:28 | 28:30 | 31:10 | 38:48 | 44:29 | 52:35 | 13:19 | 09:51 |
 | Javelin | 5 | 6.10% | 38.0 | 60.00% | +8.05% | -60.00% | +40.00% | 0.00% | 35:01 | 27:47 | 27:47 | 34:33 | 39:37 | 39:53 | 11:50 | 08:45 |
 | Swift Blink | 5 | 6.10% | 36.0 | 60.00% | +8.05% | +40.00% | +40.00% | 0.00% | 46:48 | 36:29 | 36:29 | 49:34 | 49:52 | 50:17 | 13:23 | 09:54 |
 | Blink Dagger | 10 | 12.20% | 34.0 | 40.00% | -14.17% | +26.67% | +10.00% | -1.38% | 43:13 | 33:19 | 37:02 | 43:09 | 49:05 | 50:07 | 12:03 | 08:55 |
 | Hurricane Pike | 3 | 3.66% | 32.0 | 66.67% | +14.77% | -66.67% | 0.00% | 0.00% | 38:13 | 31:31 | 31:31 | 41:15 | 41:52 | 41:52 | 10:21 | 07:40 |
 | Null Talisman | 1 | 1.22% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.22% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:29 | 52:29 | 52:29 | 52:29 | 52:29 | 52:29 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.22% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:42 | 14:42 | 14:42 | 14:42 | 14:42 | 14:42 | 00:00 | 00:00 |
 | Mjollnir | 2 | 2.44% | 24.0 | 50.00% | -2.50% | +50.00% | 0.00% | 0.00% | 38:43 | 35:08 | 35:08 | 42:18 | 42:18 | 42:18 | 07:10 | 05:18 |
 | Divine Rapier | 2 | 2.44% | 22.0 | 50.00% | -2.50% | -50.00% | 0.00% | 0.00% | 52:08 | 40:41 | 40:41 | 1:03:35 | 1:03:35 | 1:03:35 | 22:54 | 16:57 |
 | Refresher Orb | 3 | 3.66% | 20.0 | 33.33% | -19.83% | -33.33% | 0.00% | 0.00% | 55:25 | 50:03 | 50:03 | 55:29 | 60:43 | 60:43 | 10:40 | 07:54 |
 | Maelstrom | 3 | 3.66% | 18.0 | 33.33% | -19.83% | -33.33% | 0.00% | 0.00% | 33:59 | 27:47 | 27:47 | 34:33 | 39:37 | 39:37 | 11:50 | 08:45 |
 | Bracer | 3 | 3.66% | 16.0 | 33.33% | -19.83% | -33.33% | 0.00% | 0.00% | 01:24 | -01:29 | -01:29 | 02:34 | 03:07 | 03:07 | 04:36 | 03:24 |
 | Sange | 5 | 6.10% | 14.0 | 20.00% | -34.55% | -20.00% | -20.00% | 0.00% | 23:23 | 14:41 | 14:41 | 19:07 | 24:13 | 41:54 | 09:32 | 07:03 |
 | Sange and Yasha | 5 | 6.10% | 12.0 | 20.00% | -34.55% | -20.00% | -20.00% | 0.00% | 23:38 | 15:15 | 15:15 | 19:23 | 24:13 | 41:54 | 08:58 | 06:38 |
 | Wind Lace | 2 | 2.44% | 10.0 | 0.00% | -53.75% | 0.00% | 0.00% | 0.00% | 19:08 | 18:00 | 18:00 | 20:16 | 20:16 | 20:16 | 02:16 | 01:40 |
 | Aeon Disk | 1 | 1.22% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:09 | 52:09 | 52:09 | 52:09 | 52:09 | 52:09 | 00:00 | 00:00 |
 | Hand of Midas | 4 | 4.88% | 6.0 | 0.00% | -55.13% | 0.00% | 0.00% | 0.00% | 12:08 | 09:55 | 09:55 | 11:09 | 12:56 | 14:33 | 03:01 | 02:14 |
 | Nullifier | 1 | 1.22% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.22% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 00:00 | 00:00 |