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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 | |
 | Butterfly | 7 | 26.92% | 100.0 | 85.71% | +59.39% | +14.29% | -35.71% | -6.70% | 31:25 | 26:19 | 26:48 | 32:29 | 34:16 | 36:12 | 07:28 | 05:31 |
 | Hurricane Pike | 8 | 30.77% | 97.6 | 75.00% | +47.22% | +25.00% | -75.00% | -12.45% | 35:07 | 23:48 | 28:41 | 32:20 | 36:43 | 50:42 | 08:02 | 05:57 |
 | Force Staff | 8 | 30.77% | 95.1 | 75.00% | +47.22% | +25.00% | -75.00% | -11.41% | 34:48 | 23:22 | 27:57 | 31:57 | 36:43 | 50:38 | 08:46 | 06:29 |
 | Fluffy Hat | 8 | 30.77% | 92.7 | 75.00% | +47.22% | +25.00% | -75.00% | -11.41% | 34:44 | 23:22 | 27:57 | 31:57 | 36:43 | 50:13 | 08:46 | 06:29 |
 | Swift Blink | 3 | 11.54% | 90.2 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 36:22 | 31:59 | 31:59 | 38:20 | 38:47 | 38:47 | 06:48 | 05:02 |
 | Daedalus | 9 | 34.62% | 87.8 | 66.67% | +37.26% | +33.33% | -16.67% | -12.30% | 30:17 | 26:13 | 27:04 | 29:49 | 31:08 | 36:25 | 04:04 | 03:00 |
 | Quelling Blade | 16 | 61.54% | 85.4 | 56.25% | +36.25% | -6.25% | -6.25% | 0.00% | -01:00 | -01:29 | -01:29 | -01:29 | -01:28 | 05:55 | 00:01 | 00:00 |
 | Dragon Lance | 18 | 69.23% | 82.9 | 50.00% | +25.00% | -10.00% | -25.00% | -1.03% | 15:35 | 09:16 | 10:23 | 11:15 | 24:55 | 30:32 | 14:32 | 10:45 |
 | Crystalys | 18 | 69.23% | 80.5 | 50.00% | +25.00% | +30.00% | -25.00% | -11.22% | 28:29 | 23:13 | 24:45 | 27:35 | 29:39 | 39:18 | 04:54 | 03:37 |
 | Manta Style | 25 | 96.15% | 78.0 | 44.00% | +44.00% | -27.33% | +6.00% | 9.34% | 17:36 | 12:39 | 15:43 | 16:31 | 19:17 | 26:38 | 03:34 | 02:38 |
 | Magic Stick | 22 | 84.62% | 75.6 | 45.45% | +20.45% | -12.12% | +14.55% | 26.67% | 00:54 | -01:29 | -01:29 | -01:28 | 02:03 | 10:04 | 03:32 | 02:37 |
 | Wind Lace | 6 | 23.08% | 73.2 | 66.67% | +31.67% | -16.67% | +33.33% | 0.00% | 11:01 | 08:20 | 08:23 | 10:02 | 11:51 | 16:22 | 03:28 | 02:34 |
 | Boots of Speed | 26 | 100.00% | 70.7 | 42.31% | +42.31% | +14.83% | -8.98% | -10.91% | 04:16 | 01:35 | 03:20 | 04:13 | 05:31 | 07:04 | 02:11 | 01:37 |
 | Power Treads | 26 | 100.00% | 68.3 | 42.31% | +42.31% | -13.74% | -25.64% | -9.52% | 06:37 | 04:29 | 05:48 | 06:30 | 07:03 | 09:04 | 01:15 | 00:55 |
 | Yasha | 26 | 100.00% | 65.9 | 42.31% | +42.31% | +0.55% | +7.69% | 2.95% | 12:57 | 08:54 | 11:38 | 12:39 | 14:03 | 18:09 | 02:25 | 01:47 |
 | Eye of Skadi | 23 | 88.46% | 63.4 | 43.48% | +10.15% | +6.52% | -10.15% | -6.25% | 23:30 | 21:04 | 21:52 | 23:10 | 24:32 | 28:38 | 02:40 | 01:58 |
 | Magic Wand | 20 | 76.92% | 61.0 | 45.00% | +11.67% | -25.00% | -5.00% | 2.63% | 07:46 | -01:29 | 02:15 | 06:05 | 09:51 | 24:51 | 07:36 | 05:37 |
 | Blink Dagger | 4 | 15.38% | 58.5 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 33:01 | 28:30 | 28:30 | 29:44 | 36:03 | 37:46 | 07:33 | 05:35 |
 | Linken's Sphere | 4 | 15.38% | 56.1 | 75.00% | +38.64% | +25.00% | +25.00% | 0.00% | 37:27 | 33:29 | 33:29 | 35:22 | 38:50 | 42:05 | 05:21 | 03:57 |
 | Wraith Band | 17 | 65.38% | 53.7 | 41.18% | -3.26% | +8.82% | +8.82% | 0.00% | 02:28 | -01:29 | 01:30 | 02:22 | 02:51 | 05:25 | 01:21 | 01:00 |
 | Ring of Health | 3 | 11.54% | 51.2 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 35:44 | 33:12 | 33:12 | 35:22 | 38:39 | 38:39 | 05:27 | 04:02 |
 | Void Stone | 3 | 11.54% | 51.2 | 66.67% | +27.54% | +33.33% | 0.00% | 0.00% | 35:44 | 33:12 | 33:12 | 35:22 | 38:39 | 38:39 | 05:27 | 04:02 |
 | Refresher Orb | 1 | 3.85% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 00:00 | 00:00 |
 | Monkey King Bar | 5 | 19.23% | 43.9 | 40.00% | -2.86% | +60.00% | -40.00% | 0.00% | 40:41 | 33:04 | 33:04 | 39:28 | 43:28 | 52:45 | 10:24 | 07:42 |
 | Javelin | 6 | 23.08% | 41.5 | 33.33% | -11.67% | -33.33% | -33.33% | 0.00% | 33:40 | 16:54 | 29:03 | 31:59 | 39:12 | 52:29 | 10:09 | 07:31 |
 | Silver Edge | 6 | 23.08% | 39.0 | 33.33% | -11.67% | +16.67% | -33.33% | 0.00% | 33:05 | 27:10 | 29:02 | 29:45 | 34:54 | 43:14 | 05:52 | 04:20 |
 | Aghanim's Shard | 6 | 23.08% | 36.6 | 33.33% | -11.67% | -33.33% | -33.33% | 0.00% | 42:44 | 38:19 | 39:12 | 40:15 | 46:32 | 50:05 | 07:20 | 05:25 |
 | Shadow Blade | 7 | 26.92% | 34.1 | 28.57% | -18.80% | +71.43% | -28.57% | -39.47% | 31:19 | 26:37 | 27:49 | 28:42 | 30:21 | 43:06 | 02:32 | 01:52 |
 | Black King Bar | 7 | 26.92% | 31.7 | 28.57% | -18.80% | +21.43% | -28.57% | -9.12% | 35:23 | 29:30 | 31:07 | 33:36 | 36:36 | 43:58 | 05:29 | 04:03 |
 | Satanic | 2 | 7.69% | 29.3 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 36:30 | 33:58 | 33:58 | 39:02 | 39:02 | 39:02 | 05:04 | 03:45 |
 | Morbid Mask | 2 | 7.69% | 26.8 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 36:01 | 33:41 | 33:41 | 38:20 | 38:20 | 38:20 | 04:39 | 03:26 |
 | Aghanim's Blessing | 4 | 15.38% | 24.4 | 25.00% | -20.45% | +75.00% | -25.00% | 0.00% | 46:31 | 43:43 | 43:43 | 46:50 | 46:52 | 48:37 | 03:09 | 02:20 |
 | Aghanim's Scepter | 5 | 19.23% | 22.0 | 20.00% | -27.62% | -20.00% | -20.00% | 0.00% | 41:43 | 32:06 | 32:06 | 43:43 | 46:52 | 48:37 | 14:46 | 10:56 |
 | Divine Rapier | 3 | 11.54% | 19.5 | 0.00% | -47.83% | 0.00% | 0.00% | 0.00% | 52:16 | 48:13 | 48:13 | 53:11 | 55:25 | 55:25 | 07:12 | 05:20 |
 | Mjollnir | 2 | 7.69% | 17.1 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 29:39 | 26:24 | 26:24 | 32:54 | 32:54 | 32:54 | 06:30 | 04:48 |
 | Maelstrom | 2 | 7.69% | 14.6 | 0.00% | -45.83% | 0.00% | 0.00% | 0.00% | 23:15 | 17:08 | 17:08 | 29:21 | 29:21 | 29:21 | 12:13 | 09:02 |
 | Nullifier | 1 | 3.85% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 57:53 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 3.85% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 1:03:00 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.85% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:33 | 53:33 | 53:33 | 53:33 | 53:33 | 53:33 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.85% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:04 | 51:04 | 51:04 | 51:04 | 51:04 | 51:04 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.85% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:43 | 57:43 | 57:43 | 57:43 | 57:43 | 57:43 | 00:00 | 00:00 |