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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 | |
 | Linken's Sphere | 15 | 21.74% | 100.0 | 73.33% | +25.18% | +1.67% | +1.67% | 0.00% | 20:22 | 13:09 | 14:04 | 15:48 | 18:22 | 42:08 | 04:18 | 03:11 |
 | Magic Wand | 62 | 89.86% | 97.7 | 56.45% | +27.88% | +6.05% | -3.12% | -1.40% | 06:42 | -01:29 | 04:07 | 06:09 | 10:41 | 17:53 | 06:34 | 04:51 |
 | Fluffy Hat | 42 | 60.87% | 95.3 | 59.52% | +15.08% | -4.97% | +10.48% | 3.23% | 08:25 | 01:04 | 04:50 | 07:25 | 09:37 | 37:29 | 04:47 | 03:32 |
 | Boots of Speed | 69 | 100.00% | 93.0 | 53.62% | +53.62% | +16.97% | -0.68% | -7.56% | 05:37 | 01:59 | 04:29 | 05:36 | 06:49 | 09:10 | 02:20 | 01:43 |
 | Power Treads | 69 | 100.00% | 90.7 | 53.62% | +53.62% | +5.20% | -12.44% | -6.34% | 07:45 | 05:10 | 06:13 | 07:31 | 09:00 | 12:03 | 02:47 | 02:03 |
 | Void Stone | 18 | 26.09% | 88.4 | 66.67% | +17.65% | +13.33% | -16.67% | -1.10% | 23:10 | 08:45 | 10:04 | 12:40 | 37:19 | 1:08:48 | 27:15 | 20:11 |
 | Crystalys | 34 | 49.28% | 86.0 | 58.82% | +10.25% | +7.85% | -33.82% | -5.59% | 34:47 | 24:09 | 31:07 | 33:58 | 38:34 | 48:13 | 07:27 | 05:31 |
 | Aghanim's Scepter | 30 | 43.48% | 83.7 | 60.00% | +11.28% | -10.00% | -2.86% | 1.26% | 27:21 | 21:31 | 23:49 | 26:33 | 29:29 | 37:55 | 05:40 | 04:11 |
 | Ring of Health | 17 | 24.64% | 81.4 | 64.71% | +14.71% | +10.29% | -14.71% | -0.83% | 18:27 | 02:49 | 04:07 | 08:01 | 34:24 | 1:08:48 | 30:17 | 22:25 |
 | Satanic | 19 | 27.54% | 79.1 | 63.16% | +13.16% | +16.84% | -23.16% | -4.97% | 38:35 | 23:25 | 32:42 | 36:39 | 40:45 | 1:02:54 | 08:03 | 05:57 |
 | Magic Stick | 60 | 86.96% | 76.7 | 51.67% | -15.00% | -31.67% | -5.00% | 26.67% | 00:54 | -01:29 | -01:29 | -01:29 | 00:21 | 17:06 | 01:50 | 01:21 |
 | Falcon Blade | 38 | 55.07% | 74.4 | 55.26% | +3.65% | -15.26% | +0.30% | 3.55% | 08:01 | 03:54 | 05:45 | 07:53 | 10:08 | 12:08 | 04:23 | 03:14 |
 | Yasha | 62 | 89.86% | 72.1 | 50.00% | -35.71% | +12.50% | -3.33% | -5.62% | 14:49 | 10:50 | 13:15 | 14:11 | 16:04 | 26:46 | 02:49 | 02:05 |
 | Eye of Skadi | 38 | 55.07% | 69.8 | 52.63% | -2.21% | +47.37% | -41.52% | -11.02% | 28:41 | 17:47 | 24:09 | 26:58 | 32:13 | 45:50 | 08:04 | 05:58 |
 | Manta Style | 55 | 79.71% | 67.4 | 49.09% | -22.34% | +15.20% | -13.38% | -7.72% | 19:22 | 14:47 | 17:00 | 18:39 | 20:42 | 29:44 | 03:42 | 02:44 |
 | Wind Lace | 8 | 11.59% | 65.1 | 75.00% | +24.18% | -25.00% | -25.00% | 0.00% | 11:28 | 06:09 | 07:20 | 08:58 | 16:14 | 18:30 | 08:54 | 06:35 |
 | Daedalus | 23 | 33.33% | 62.8 | 56.52% | +4.35% | +10.15% | -23.19% | -4.98% | 37:34 | 26:55 | 34:03 | 35:59 | 40:45 | 48:26 | 06:42 | 04:57 |
 | Dragon Lance | 21 | 30.43% | 60.5 | 57.14% | +5.06% | +22.86% | -37.14% | -10.71% | 15:31 | 10:56 | 11:22 | 14:20 | 16:58 | 27:28 | 05:36 | 04:08 |
 | Black King Bar | 47 | 68.12% | 58.1 | 48.94% | -14.70% | -7.27% | +1.06% | 1.02% | 27:15 | 19:29 | 22:30 | 26:14 | 30:41 | 38:46 | 08:11 | 06:03 |
 | Butterfly | 11 | 15.94% | 55.8 | 63.64% | +11.92% | -30.31% | +36.36% | 0.00% | 33:11 | 27:11 | 30:14 | 34:44 | 35:13 | 37:28 | 04:59 | 03:41 |
 | Wraith Band | 46 | 66.67% | 53.5 | 45.65% | -23.92% | -3.98% | +8.90% | 9.31% | 02:57 | 01:12 | 01:52 | 02:19 | 03:15 | 10:04 | 01:23 | 01:01 |
 | Force Staff | 9 | 13.04% | 51.2 | 66.67% | +15.00% | +33.33% | -16.67% | 0.00% | 27:37 | 19:29 | 21:47 | 26:58 | 31:21 | 38:32 | 09:34 | 07:05 |
 | Hurricane Pike | 9 | 13.04% | 48.8 | 66.67% | +15.00% | +33.33% | -16.67% | 0.00% | 28:04 | 20:44 | 21:47 | 26:58 | 31:44 | 39:00 | 09:57 | 07:22 |
 | Morbid Mask | 39 | 56.52% | 46.5 | 46.15% | -17.18% | -6.15% | +23.85% | 10.11% | 12:48 | 03:30 | 06:59 | 07:57 | 09:57 | 44:54 | 02:58 | 02:11 |
 | Aghanim's Shard | 21 | 30.43% | 44.2 | 47.62% | -8.63% | +32.38% | -27.62% | -3.42% | 28:04 | 15:13 | 17:16 | 25:19 | 34:50 | 50:19 | 17:34 | 13:00 |
 | Sange and Yasha | 6 | 8.70% | 41.9 | 66.67% | +14.29% | -16.67% | +33.33% | 0.00% | 20:56 | 13:51 | 15:17 | 16:03 | 28:50 | 31:43 | 13:33 | 10:02 |
 | Sange | 6 | 8.70% | 39.5 | 66.67% | +14.29% | -16.67% | +33.33% | 0.00% | 20:39 | 13:34 | 14:53 | 15:29 | 28:50 | 31:16 | 13:57 | 10:20 |
 | Quelling Blade | 20 | 28.99% | 37.2 | 40.00% | -19.18% | 0.00% | 0.00% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 03:30 | 00:00 | 00:00 |
 | Shadow Blade | 6 | 8.70% | 34.9 | 50.00% | -3.97% | 0.00% | +50.00% | 0.00% | 37:05 | 32:01 | 32:23 | 36:27 | 38:52 | 45:02 | 06:29 | 04:48 |
 | Silver Edge | 6 | 8.70% | 32.6 | 50.00% | -3.97% | 0.00% | +50.00% | 0.00% | 38:02 | 32:27 | 32:54 | 37:48 | 40:16 | 45:09 | 07:22 | 05:27 |
 | Bottle | 3 | 4.35% | 30.2 | 66.67% | +13.64% | -66.67% | 0.00% | 0.00% | 14:53 | 01:52 | 01:52 | 01:54 | 40:54 | 40:54 | 39:02 | 28:54 |
 | Scythe of Vyse | 1 | 1.45% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.45% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 37:58 | 00:00 | 00:00 |
 | Swift Blink | 2 | 2.90% | 23.3 | 50.00% | -3.73% | -50.00% | 0.00% | 0.00% | 47:12 | 46:55 | 46:55 | 47:29 | 47:29 | 47:29 | 00:34 | 00:25 |
 | Blink Dagger | 3 | 4.35% | 20.9 | 33.33% | -21.22% | -33.33% | 0.00% | 0.00% | 41:55 | 31:51 | 31:51 | 46:39 | 47:16 | 47:16 | 15:25 | 11:25 |
 | Aghanim's Blessing | 5 | 7.25% | 18.6 | 20.00% | -36.25% | -20.00% | -20.00% | 0.00% | 53:33 | 42:48 | 42:48 | 52:18 | 56:09 | 1:07:10 | 13:21 | 09:53 |
 | Refresher Orb | 3 | 4.35% | 16.3 | 0.00% | -56.06% | 0.00% | 0.00% | 0.00% | 54:30 | 46:37 | 46:37 | 48:06 | 1:08:48 | 1:08:48 | 22:11 | 16:25 |
 | Mask of Madness | 3 | 4.35% | 14.0 | 0.00% | -56.06% | 0.00% | 0.00% | 0.00% | 29:23 | 28:20 | 28:20 | 29:30 | 30:18 | 30:18 | 01:58 | 01:27 |
 | Moon Shard | 1 | 1.45% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:16 | 60:16 | 60:16 | 60:16 | 60:16 | 60:16 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.45% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 1:08:47 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.45% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Javelin | 2 | 2.90% | 4.7 | 0.00% | -55.22% | 0.00% | 0.00% | 0.00% | 49:01 | 29:34 | 29:34 | 1:08:28 | 1:08:28 | 1:08:28 | 38:54 | 28:48 |
 | Mjollnir | 1 | 1.45% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |