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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 | |
 | Swift Blink | 11 | 57.89% | 100.0 | 90.91% | +65.91% | +9.09% | -24.24% | -5.92% | 36:10 | 31:01 | 31:26 | 36:00 | 37:04 | 44:10 | 05:38 | 04:10 |
 | Daedalus | 8 | 42.11% | 97.1 | 87.50% | +42.05% | +12.50% | -37.50% | -18.18% | 29:06 | 24:32 | 27:26 | 27:36 | 30:11 | 34:00 | 02:45 | 02:02 |
 | Quelling Blade | 12 | 63.16% | 94.1 | 75.00% | +32.14% | -75.00% | +25.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Blink Dagger | 18 | 94.74% | 91.2 | 66.67% | +66.67% | -6.67% | -16.67% | -2.50% | 17:15 | 10:10 | 14:58 | 16:35 | 18:58 | 29:02 | 04:00 | 02:57 |
 | Black King Bar | 18 | 94.74% | 88.2 | 66.67% | +66.67% | +13.33% | -41.67% | -17.28% | 24:03 | 20:04 | 21:58 | 22:53 | 25:09 | 34:35 | 03:11 | 02:21 |
 | Aghanim's Shard | 13 | 68.42% | 85.3 | 69.23% | +19.23% | +30.77% | -35.90% | -20.83% | 18:18 | 15:11 | 15:52 | 17:51 | 19:04 | 25:23 | 03:12 | 02:22 |
 | Boots of Speed | 19 | 100.00% | 82.4 | 63.16% | +63.16% | -3.16% | -3.16% | 0.00% | 03:06 | 01:39 | 01:52 | 02:49 | 04:14 | 05:09 | 02:22 | 01:45 |
 | Power Treads | 19 | 100.00% | 79.4 | 63.16% | +63.16% | +16.84% | -3.16% | -20.00% | 05:51 | 04:26 | 05:27 | 05:43 | 06:19 | 08:01 | 00:52 | 00:38 |
 | Blight Stone | 19 | 100.00% | 76.5 | 63.16% | +63.16% | +16.84% | -23.16% | -7.72% | 08:30 | 01:41 | 06:00 | 07:04 | 11:11 | 15:16 | 05:11 | 03:50 |
 | Desolator | 19 | 100.00% | 73.5 | 63.16% | +63.16% | -3.16% | -43.16% | -22.86% | 15:07 | 13:26 | 13:45 | 14:32 | 15:30 | 19:30 | 01:45 | 01:17 |
 | Dragon Lance | 18 | 94.74% | 70.6 | 61.11% | -38.89% | -1.11% | -36.11% | -25.93% | 12:04 | 08:26 | 09:08 | 10:02 | 10:29 | 37:47 | 01:21 | 01:00 |
 | Nullifier | 3 | 15.79% | 67.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 34:19 | 27:49 | 27:49 | 35:48 | 39:20 | 39:20 | 11:31 | 08:31 |
 | Helm of Iron Will | 3 | 15.79% | 64.7 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 33:25 | 26:47 | 26:47 | 34:23 | 39:06 | 39:06 | 12:19 | 09:07 |
 | Fluffy Hat | 14 | 73.68% | 61.8 | 64.29% | +4.29% | +10.71% | -30.96% | -4.55% | 28:22 | 17:25 | 24:38 | 26:49 | 33:47 | 37:47 | 09:09 | 06:46 |
 | Hurricane Pike | 14 | 73.68% | 58.8 | 64.29% | +4.29% | +10.71% | -30.96% | -4.96% | 29:12 | 18:31 | 25:37 | 27:24 | 34:01 | 37:48 | 08:24 | 06:13 |
 | Force Staff | 14 | 73.68% | 55.9 | 64.29% | +4.29% | +10.71% | -30.96% | -4.67% | 28:49 | 17:26 | 24:52 | 27:24 | 33:47 | 37:47 | 08:55 | 06:36 |
 | Crystalys | 12 | 63.16% | 52.9 | 66.67% | +9.53% | +33.33% | -33.34% | -26.85% | 27:39 | 21:39 | 25:00 | 26:49 | 27:29 | 35:41 | 02:29 | 01:50 |
 | Wraith Band | 7 | 36.84% | 50.0 | 71.43% | +13.10% | -21.43% | +28.57% | 0.00% | 03:28 | 01:03 | 01:36 | 01:57 | 02:02 | 09:45 | 00:26 | 00:19 |
 | Magic Wand | 12 | 63.16% | 47.1 | 58.33% | -13.10% | +41.67% | +8.34% | -9.57% | 05:24 | -01:29 | 03:41 | 06:07 | 07:10 | 11:59 | 03:29 | 02:34 |
 | Magic Stick | 13 | 68.42% | 44.1 | 53.85% | -29.48% | -53.85% | +12.82% | 66.67% | 01:18 | -01:30 | -01:29 | -01:29 | 02:28 | 11:27 | 03:57 | 02:55 |
 | Monkey King Bar | 7 | 36.84% | 41.2 | 57.14% | -9.53% | +42.86% | -7.14% | 0.00% | 30:24 | 23:35 | 27:02 | 31:08 | 32:17 | 35:51 | 05:15 | 03:53 |
 | Javelin | 7 | 36.84% | 38.2 | 57.14% | -9.53% | -7.14% | -7.14% | 0.00% | 26:57 | 19:15 | 20:23 | 26:41 | 31:03 | 35:20 | 10:40 | 07:54 |
 | Bottle | 4 | 21.05% | 35.3 | 50.00% | -16.67% | +50.00% | -50.00% | 0.00% | 01:37 | 01:33 | 01:33 | 01:34 | 01:38 | 01:42 | 00:05 | 00:03 |
 | Butterfly | 1 | 5.26% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 39:56 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 5.26% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:29 | 56:29 | 56:29 | 56:29 | 56:29 | 56:29 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.26% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:04 | 06:04 | 06:04 | 06:04 | 06:04 | 06:04 | 00:00 | 00:00 |
 | Wind Lace | 2 | 10.53% | 23.5 | 50.00% | -14.71% | +50.00% | 0.00% | 0.00% | 07:33 | 07:30 | 07:30 | 07:35 | 07:35 | 07:35 | 00:05 | 00:03 |
 | Shadow Blade | 3 | 15.79% | 20.6 | 33.33% | -35.42% | -33.33% | 0.00% | 0.00% | 35:01 | 28:28 | 28:28 | 35:41 | 40:55 | 40:55 | 12:27 | 09:13 |
 | Silver Edge | 3 | 15.79% | 17.6 | 33.33% | -35.42% | -33.33% | 0.00% | 0.00% | 35:44 | 30:15 | 30:15 | 35:41 | 41:16 | 41:16 | 11:01 | 08:09 |
 | Aghanim's Scepter | 1 | 5.26% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.26% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 00:00 | 00:00 |
 | Void Stone | 2 | 10.53% | 8.8 | 0.00% | -70.59% | 0.00% | 0.00% | 0.00% | 31:34 | 24:14 | 24:14 | 38:54 | 38:54 | 38:54 | 14:40 | 10:51 |
 | Ring of Health | 1 | 5.26% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.26% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 00:00 | 00:00 |