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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 | |
 | Blink Dagger | 14 | 17.72% | 100.0 | 85.71% | +38.02% | +14.29% | +14.29% | 0.00% | 36:13 | 24:27 | 26:39 | 33:42 | 39:19 | 1:13:18 | 12:40 | 09:22 |
 | Silver Edge | 20 | 25.32% | 97.6 | 75.00% | +27.54% | +5.00% | +5.00% | 0.00% | 31:15 | 24:30 | 27:48 | 30:10 | 32:48 | 39:32 | 05:00 | 03:42 |
 | Shadow Blade | 21 | 26.58% | 95.2 | 71.43% | +23.15% | +8.57% | -31.43% | -7.92% | 30:02 | 24:27 | 26:36 | 29:17 | 31:39 | 39:26 | 05:03 | 03:44 |
 | Crystalys | 53 | 67.09% | 92.9 | 60.38% | +18.07% | +16.54% | -14.23% | -4.90% | 27:20 | 17:09 | 23:30 | 26:54 | 29:47 | 39:27 | 06:17 | 04:39 |
 | Magic Stick | 55 | 69.62% | 90.5 | 60.00% | +18.33% | -10.00% | +4.29% | 14.29% | 01:32 | -01:30 | -01:29 | -01:28 | 02:00 | 15:24 | 03:29 | 02:34 |
 | Eye of Skadi | 68 | 86.08% | 88.1 | 57.35% | +20.99% | +19.12% | -16.17% | -9.45% | 23:50 | 16:27 | 21:31 | 23:02 | 25:15 | 36:29 | 03:44 | 02:45 |
 | Manta Style | 79 | 100.00% | 85.7 | 54.43% | +54.43% | +15.57% | -14.43% | -10.84% | 17:04 | 12:42 | 15:26 | 16:40 | 18:12 | 25:50 | 02:46 | 02:02 |
 | Boots of Speed | 79 | 100.00% | 83.3 | 54.43% | +54.43% | +0.57% | -19.43% | -12.63% | 04:04 | 01:25 | 03:18 | 03:59 | 04:53 | 07:59 | 01:35 | 01:10 |
 | Yasha | 79 | 100.00% | 81.0 | 54.43% | +54.43% | +10.57% | -14.43% | -10.34% | 12:57 | 08:51 | 11:33 | 13:01 | 13:58 | 19:50 | 02:25 | 01:47 |
 | Power Treads | 79 | 100.00% | 78.6 | 54.43% | +54.43% | +20.57% | -19.43% | -28.24% | 06:21 | 04:10 | 05:34 | 06:26 | 06:59 | 10:21 | 01:25 | 01:02 |
 | Magic Wand | 70 | 88.61% | 76.2 | 54.29% | -1.27% | -9.85% | -1.35% | 1.37% | 03:59 | -01:29 | -01:28 | 02:52 | 07:40 | 17:25 | 09:08 | 06:45 |
 | Swift Blink | 9 | 11.39% | 73.8 | 77.78% | +26.35% | -27.78% | +22.22% | 0.00% | 42:47 | 31:05 | 33:41 | 39:11 | 44:04 | 1:13:42 | 10:23 | 07:41 |
 | Quelling Blade | 61 | 77.22% | 71.4 | 52.46% | -8.65% | +14.21% | -5.79% | 0.00% | -01:05 | -01:30 | -01:29 | -01:29 | -01:29 | 07:43 | 00:00 | 00:00 |
 | Daedalus | 21 | 26.58% | 69.0 | 61.90% | +10.18% | +38.10% | -21.90% | -10.68% | 31:50 | 25:56 | 28:35 | 31:16 | 34:12 | 42:29 | 05:37 | 04:09 |
 | Void Stone | 15 | 18.99% | 66.7 | 66.67% | +15.11% | +8.33% | -16.67% | -2.01% | 35:17 | 24:24 | 29:16 | 31:33 | 41:44 | 52:46 | 12:28 | 09:14 |
 | Black King Bar | 38 | 48.10% | 64.3 | 55.26% | +1.60% | -5.26% | -21.93% | -1.71% | 34:01 | 20:06 | 28:24 | 33:22 | 38:08 | 52:55 | 09:44 | 07:12 |
 | Force Staff | 14 | 17.72% | 61.9 | 64.29% | +11.98% | +35.71% | +2.38% | 0.00% | 32:01 | 24:20 | 26:41 | 32:43 | 35:02 | 44:17 | 08:21 | 06:11 |
 | Wind Lace | 25 | 31.65% | 59.5 | 56.00% | +2.30% | -22.67% | -22.67% | 0.00% | 08:50 | 03:14 | 05:47 | 07:48 | 10:09 | 17:57 | 04:22 | 03:14 |
 | Dragon Lance | 50 | 63.29% | 57.1 | 48.00% | -17.52% | +13.54% | +10.33% | -1.49% | 12:04 | 08:38 | 10:02 | 10:39 | 12:11 | 26:14 | 02:09 | 01:35 |
 | Butterfly | 29 | 36.71% | 54.8 | 51.72% | -4.28% | +5.42% | -23.15% | -3.58% | 29:23 | 19:56 | 25:09 | 28:14 | 33:08 | 43:34 | 07:59 | 05:54 |
 | Fluffy Hat | 15 | 18.99% | 52.4 | 60.00% | +6.87% | +15.00% | -10.00% | -3.14% | 30:35 | 10:39 | 26:34 | 32:43 | 34:32 | 44:17 | 07:58 | 05:54 |
 | Wraith Band | 27 | 34.18% | 50.0 | 51.85% | -3.92% | +5.29% | -8.99% | -12.79% | 02:32 | 00:49 | 01:37 | 02:16 | 02:44 | 07:18 | 01:07 | 00:49 |
 | Hurricane Pike | 13 | 16.46% | 47.6 | 61.54% | +8.51% | +38.46% | +5.13% | 0.00% | 32:14 | 24:44 | 26:56 | 32:43 | 35:12 | 44:46 | 08:16 | 06:07 |
 | Ring of Health | 13 | 16.46% | 45.2 | 61.54% | +8.51% | +5.13% | -28.21% | 0.00% | 35:03 | 24:13 | 28:30 | 31:21 | 41:44 | 52:46 | 13:14 | 09:48 |
 | Linken's Sphere | 11 | 13.92% | 42.9 | 63.64% | +10.70% | +36.36% | -30.31% | 0.00% | 33:03 | 24:38 | 29:17 | 31:45 | 32:05 | 47:04 | 02:48 | 02:04 |
 | Aghanim's Shard | 9 | 11.39% | 40.5 | 66.67% | +13.81% | +33.33% | -16.67% | 0.00% | 45:41 | 36:24 | 39:11 | 46:19 | 49:50 | 55:12 | 10:39 | 07:53 |
 | Morbid Mask | 5 | 6.33% | 38.1 | 80.00% | +27.30% | +20.00% | +20.00% | 0.00% | 39:32 | 29:52 | 29:52 | 40:18 | 41:24 | 46:32 | 11:32 | 08:32 |
 | Satanic | 5 | 6.33% | 35.7 | 80.00% | +27.30% | +20.00% | +20.00% | 0.00% | 42:55 | 32:39 | 32:39 | 44:51 | 46:20 | 46:48 | 13:41 | 10:08 |
 | Monkey King Bar | 11 | 13.92% | 33.3 | 54.55% | +0.14% | +12.12% | +12.12% | 0.00% | 36:44 | 26:28 | 29:37 | 37:45 | 41:01 | 50:29 | 11:24 | 08:26 |
 | Moon Shard | 4 | 5.06% | 31.0 | 75.00% | +21.67% | -75.00% | +25.00% | 0.00% | 52:30 | 45:45 | 45:45 | 48:47 | 57:22 | 58:06 | 11:37 | 08:36 |
 | Aghanim's Scepter | 4 | 5.06% | 28.6 | 75.00% | +21.67% | +25.00% | +25.00% | 0.00% | 42:42 | 21:05 | 21:05 | 33:37 | 54:10 | 1:01:54 | 33:05 | 24:30 |
 | Javelin | 16 | 20.25% | 26.2 | 43.75% | -13.39% | +31.25% | +6.25% | -2.37% | 33:02 | 17:37 | 27:23 | 30:40 | 37:57 | 50:07 | 10:34 | 07:49 |
 | Refresher Orb | 3 | 3.80% | 23.8 | 66.67% | +12.72% | +33.33% | 0.00% | 0.00% | 54:10 | 44:09 | 44:09 | 55:40 | 1:02:41 | 1:02:41 | 18:32 | 13:43 |
 | Scythe of Vyse | 1 | 1.27% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.27% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.27% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 1.27% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 42:03 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 2.53% | 11.9 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 58:02 | 54:10 | 54:10 | 1:01:54 | 1:01:54 | 1:01:54 | 07:44 | 05:43 |
 | Divine Rapier | 3 | 3.80% | 9.5 | 33.33% | -21.93% | +66.67% | 0.00% | 0.00% | 44:26 | 40:23 | 40:23 | 43:03 | 49:51 | 49:51 | 09:28 | 07:00 |
 | Mjollnir | 4 | 5.06% | 7.1 | 25.00% | -31.00% | -25.00% | -25.00% | 0.00% | 30:34 | 25:32 | 25:32 | 31:20 | 31:41 | 33:44 | 06:09 | 04:33 |
 | Maelstrom | 4 | 5.06% | 4.8 | 25.00% | -31.00% | -25.00% | -25.00% | 0.00% | 27:32 | 22:13 | 22:13 | 27:23 | 29:52 | 30:40 | 07:39 | 05:40 |
 | Mask of Madness | 1 | 1.27% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |