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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 | 34 | 21.94% | 100.0 | 82.35% | +35.24% | +17.65% | -19.85% | -3.94% | 37:04 | 19:11 | 33:24 | 36:14 | 42:55 | 47:38 | 09:31 | 07:02 |
 | Ring of Health | 16 | 10.32% | 97.6 | 87.50% | +36.42% | +12.50% | -12.50% | 0.00% | 33:05 | 22:07 | 26:59 | 28:47 | 32:03 | 1:06:59 | 05:04 | 03:45 |
 | Void Stone | 19 | 12.26% | 95.2 | 84.21% | +33.47% | +15.79% | -24.21% | 0.00% | 34:23 | 22:07 | 27:11 | 30:26 | 37:44 | 1:06:59 | 10:33 | 07:48 |
 | Force Staff | 41 | 26.45% | 92.9 | 73.17% | +24.92% | +6.83% | -3.17% | -1.25% | 31:08 | 18:05 | 26:55 | 31:11 | 34:54 | 50:26 | 07:59 | 05:54 |
 | Linken's Sphere | 14 | 9.03% | 90.5 | 85.71% | +33.94% | +14.29% | -19.04% | 0.00% | 31:42 | 23:09 | 27:11 | 28:43 | 31:50 | 1:06:59 | 04:39 | 03:26 |
 | Fluffy Hat | 45 | 29.03% | 88.1 | 71.11% | +22.93% | -7.47% | +1.62% | 0.89% | 28:56 | 01:39 | 24:06 | 30:14 | 34:16 | 50:26 | 10:10 | 07:31 |
 | Hurricane Pike | 39 | 25.16% | 85.7 | 71.79% | +22.65% | +8.21% | -1.79% | -1.40% | 31:21 | 19:02 | 27:19 | 30:32 | 34:28 | 50:46 | 07:09 | 05:17 |
 | Daedalus | 58 | 37.42% | 83.3 | 63.79% | +14.31% | +22.88% | +7.64% | -3.18% | 30:14 | 23:16 | 27:50 | 30:08 | 32:38 | 37:55 | 04:48 | 03:33 |
 | Blink Dagger | 130 | 83.87% | 81.0 | 57.69% | +17.69% | +2.92% | -7.69% | -1.36% | 19:29 | 09:09 | 15:35 | 18:33 | 23:22 | 38:03 | 07:47 | 05:45 |
 | Magic Stick | 117 | 75.48% | 78.6 | 57.26% | +9.89% | -8.98% | -5.54% | 0.87% | 02:43 | -01:29 | -01:28 | 01:42 | 05:24 | 22:04 | 06:52 | 05:05 |
 | Dragon Lance | 148 | 95.48% | 76.2 | 55.41% | +12.55% | +4.05% | -14.87% | -13.05% | 11:05 | 07:32 | 09:43 | 10:34 | 11:10 | 36:18 | 01:27 | 01:04 |
 | Black King Bar | 131 | 84.52% | 73.8 | 55.73% | +5.73% | +1.85% | -4.21% | -1.80% | 22:43 | 16:12 | 20:31 | 22:14 | 23:53 | 42:00 | 03:22 | 02:29 |
 | Power Treads | 155 | 100.00% | 71.4 | 54.84% | +54.84% | -3.56% | -0.99% | 1.71% | 06:23 | 03:18 | 05:37 | 06:25 | 07:07 | 08:49 | 01:30 | 01:06 |
 | Boots of Speed | 155 | 100.00% | 69.0 | 54.84% | +54.84% | -0.99% | +11.83% | 6.41% | 03:45 | -01:29 | 02:47 | 03:43 | 04:47 | 06:55 | 02:00 | 01:28 |
 | Blight Stone | 155 | 100.00% | 66.7 | 54.84% | +54.84% | +1.57% | -0.99% | -0.32% | 08:05 | -01:29 | 03:32 | 07:24 | 11:27 | 26:32 | 07:55 | 05:51 |
 | Desolator | 151 | 97.42% | 64.3 | 54.97% | +4.97% | +10.82% | -15.50% | -11.44% | 15:46 | 11:09 | 14:36 | 15:42 | 16:54 | 21:53 | 02:18 | 01:42 |
 | Monkey King Bar | 25 | 16.13% | 61.9 | 68.00% | +15.69% | -1.33% | -1.33% | 0.00% | 31:26 | 24:07 | 26:14 | 29:04 | 33:55 | 49:01 | 07:41 | 05:41 |
 | Crystalys | 74 | 47.74% | 59.5 | 58.11% | +6.26% | +15.57% | -19.22% | -7.82% | 26:26 | 14:30 | 24:35 | 26:03 | 29:02 | 35:41 | 04:27 | 03:17 |
 | Quelling Blade | 96 | 61.94% | 57.1 | 56.25% | +3.71% | +6.25% | +6.25% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | 01:01 | 00:00 | 00:00 |
 | Magic Wand | 106 | 68.39% | 54.8 | 55.66% | +2.60% | +7.30% | -1.81% | -1.88% | 07:58 | 00:31 | 05:00 | 07:05 | 09:51 | 22:04 | 04:51 | 03:35 |
 | Bottle | 62 | 40.00% | 52.4 | 54.84% | 0.00% | -36.09% | +5.16% | 41.25% | 01:42 | 00:54 | 01:28 | 01:37 | 01:52 | 03:11 | 00:24 | 00:17 |
 | Javelin | 28 | 18.06% | 50.0 | 60.71% | +7.17% | -3.57% | -3.57% | 0.00% | 29:56 | 22:15 | 24:27 | 27:20 | 33:19 | 48:41 | 08:52 | 06:34 |
 | Nullifier | 7 | 4.52% | 47.6 | 85.71% | +32.33% | +14.29% | -35.71% | 0.00% | 35:15 | 26:09 | 29:02 | 34:46 | 37:05 | 47:11 | 08:03 | 05:57 |
 | Aghanim's Shard | 37 | 23.87% | 45.2 | 56.76% | +2.52% | -1.20% | +9.91% | 1.03% | 30:44 | 20:07 | 24:20 | 30:02 | 35:06 | 48:49 | 10:46 | 07:58 |
 | Silver Edge | 4 | 2.58% | 42.9 | 100.00% | +46.36% | 0.00% | 0.00% | 0.00% | 29:25 | 25:47 | 25:47 | 28:01 | 31:23 | 32:29 | 05:36 | 04:08 |
 | Aghanim's Scepter | 20 | 12.90% | 40.5 | 60.00% | +5.93% | +40.00% | -20.00% | -11.96% | 24:00 | 19:05 | 20:24 | 22:32 | 25:25 | 36:35 | 05:01 | 03:42 |
 | Orchid Malevolence | 10 | 6.45% | 38.1 | 70.00% | +16.21% | +30.00% | -20.00% | 0.00% | 31:14 | 19:45 | 27:13 | 28:49 | 34:50 | 44:25 | 07:37 | 05:38 |
 | Helm of Iron Will | 8 | 5.16% | 35.7 | 75.00% | +21.26% | +25.00% | -25.00% | 0.00% | 34:35 | 25:42 | 28:32 | 34:29 | 35:32 | 47:07 | 07:00 | 05:11 |
 | Bloodthorn | 8 | 5.16% | 33.3 | 75.00% | +21.26% | +25.00% | -75.00% | 0.00% | 32:37 | 23:46 | 29:25 | 31:48 | 34:28 | 39:58 | 05:03 | 03:44 |
 | Wraith Band | 7 | 4.52% | 31.0 | 71.43% | +17.38% | +28.57% | -21.43% | 0.00% | 01:51 | -01:29 | 01:32 | 01:39 | 02:59 | 03:37 | 01:27 | 01:04 |
 | Shadow Blade | 5 | 3.23% | 28.6 | 80.00% | +26.00% | +20.00% | +20.00% | 0.00% | 28:12 | 25:13 | 25:13 | 27:03 | 30:01 | 32:15 | 04:48 | 03:33 |
 | Aghanim's Blessing | 5 | 3.23% | 26.2 | 80.00% | +26.00% | +20.00% | +20.00% | 0.00% | 37:57 | 34:48 | 34:48 | 38:07 | 38:28 | 41:53 | 03:40 | 02:42 |
 | Eye of Skadi | 4 | 2.58% | 23.8 | 75.00% | +20.70% | +25.00% | +25.00% | 0.00% | 33:43 | 28:05 | 28:05 | 33:12 | 34:27 | 39:07 | 06:22 | 04:42 |
 | Yasha | 2 | 1.29% | 21.4 | 100.00% | +45.75% | 0.00% | 0.00% | 0.00% | 20:02 | 19:50 | 19:50 | 20:13 | 20:13 | 20:13 | 00:23 | 00:17 |
 | Refresher Orb | 2 | 1.29% | 19.0 | 100.00% | +45.75% | 0.00% | 0.00% | 0.00% | 45:20 | 42:14 | 42:14 | 48:26 | 48:26 | 48:26 | 06:12 | 04:35 |
 | Wind Lace | 2 | 1.29% | 16.7 | 100.00% | +45.75% | 0.00% | 0.00% | 0.00% | 14:46 | 12:43 | 12:43 | 16:49 | 16:49 | 16:49 | 04:06 | 03:02 |
 | Scythe of Vyse | 3 | 1.94% | 14.3 | 66.67% | +12.06% | +33.33% | 0.00% | 0.00% | 40:36 | 25:27 | 25:27 | 41:16 | 55:06 | 55:06 | 29:39 | 21:57 |
 | Moon Shard | 4 | 2.58% | 11.9 | 50.00% | -4.97% | +50.00% | -50.00% | 0.00% | 47:50 | 30:50 | 30:50 | 49:23 | 55:10 | 55:57 | 24:20 | 18:01 |
 | Falcon Blade | 4 | 2.58% | 9.5 | 50.00% | -4.97% | +50.00% | -50.00% | 0.00% | 08:00 | 05:07 | 05:07 | 07:42 | 08:55 | 10:14 | 03:48 | 02:48 |
 | Manta Style | 1 | 0.65% | 7.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 23:54 | 00:00 | 00:00 |
 | Butterfly | 2 | 1.29% | 4.8 | 50.00% | -4.90% | -50.00% | 0.00% | 0.00% | 28:15 | 22:21 | 22:21 | 34:08 | 34:08 | 34:08 | 11:47 | 08:43 |
 | Divine Rapier | 4 | 2.58% | 2.4 | 25.00% | -30.63% | +75.00% | -25.00% | 0.00% | 49:18 | 44:51 | 44:51 | 47:34 | 50:36 | 54:12 | 05:45 | 04:15 |