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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 | 25 | 25.77% | 100.0 | 60.00% | +23.89% | +6.67% | -10.00% | -2.73% | 21:21 | 13:09 | 15:07 | 16:19 | 21:13 | 53:23 | 06:06 | 04:31 |
 | Satanic | 25 | 25.77% | 97.9 | 60.00% | +23.89% | +23.33% | -26.67% | -5.79% | 37:20 | 24:02 | 30:50 | 35:57 | 39:28 | 1:02:54 | 08:38 | 06:23 |
 | Ring of Health | 26 | 26.80% | 95.8 | 57.69% | +21.07% | -0.55% | -7.69% | -0.65% | 16:08 | 02:49 | 06:49 | 08:36 | 17:53 | 1:08:48 | 11:04 | 08:11 |
 | Void Stone | 26 | 26.80% | 93.8 | 57.69% | +21.07% | +13.74% | -24.36% | -2.92% | 18:55 | 06:55 | 09:37 | 10:46 | 22:41 | 1:08:48 | 13:04 | 09:40 |
 | Magic Wand | 89 | 91.75% | 91.7 | 44.94% | +32.44% | +9.61% | -4.03% | -2.00% | 05:43 | -01:30 | 02:18 | 05:11 | 09:08 | 17:53 | 06:50 | 05:03 |
 | Crystalys | 44 | 45.36% | 89.6 | 50.00% | +14.15% | +22.73% | -22.73% | -5.22% | 35:23 | 24:09 | 30:10 | 35:17 | 38:53 | 48:13 | 08:43 | 06:27 |
 | Eye of Skadi | 59 | 60.82% | 87.5 | 45.76% | +8.92% | +34.24% | -32.43% | -11.80% | 28:56 | 17:47 | 25:17 | 27:41 | 30:56 | 45:50 | 05:39 | 04:11 |
 | Boots of Speed | 97 | 100.00% | 85.4 | 42.27% | +42.27% | -8.94% | +7.73% | 7.14% | 05:33 | 01:59 | 04:25 | 05:28 | 06:45 | 09:47 | 02:20 | 01:43 |
 | Power Treads | 97 | 100.00% | 83.3 | 42.27% | +42.27% | -4.77% | -4.77% | 0.00% | 07:25 | 05:10 | 05:55 | 07:06 | 08:36 | 11:20 | 02:41 | 01:59 |
 | Magic Stick | 77 | 79.38% | 81.3 | 42.86% | +2.86% | +4.51% | +4.51% | 0.00% | 01:42 | -01:30 | -01:29 | -01:26 | 02:50 | 17:06 | 04:19 | 03:11 |
 | Yasha | 91 | 93.81% | 79.2 | 40.66% | -26.01% | +2.82% | +7.17% | 1.37% | 14:49 | 10:50 | 12:59 | 14:16 | 16:10 | 25:03 | 03:11 | 02:21 |
 | Daedalus | 26 | 26.80% | 77.1 | 50.00% | +10.56% | +7.14% | -16.67% | -3.03% | 37:50 | 26:55 | 33:47 | 36:49 | 41:38 | 48:26 | 07:51 | 05:48 |
 | Manta Style | 80 | 82.47% | 75.0 | 40.00% | -12.94% | +15.00% | -5.00% | -4.80% | 19:21 | 14:43 | 17:06 | 18:39 | 21:16 | 28:32 | 04:10 | 03:05 |
 | Wind Lace | 7 | 7.22% | 72.9 | 71.43% | +31.43% | -21.43% | -21.43% | 0.00% | 11:43 | 06:09 | 07:20 | 08:58 | 16:14 | 18:30 | 08:54 | 06:35 |
 | Morbid Mask | 55 | 56.70% | 70.8 | 41.82% | -1.04% | -6.11% | +15.32% | 5.95% | 11:31 | 03:30 | 06:40 | 08:09 | 10:16 | 49:26 | 03:36 | 02:40 |
 | Fluffy Hat | 47 | 48.45% | 68.8 | 42.55% | +0.55% | +7.45% | -0.88% | -1.85% | 09:03 | 01:04 | 04:44 | 07:25 | 09:14 | 37:29 | 04:30 | 03:20 |
 | Aghanim's Scepter | 42 | 43.30% | 66.7 | 42.86% | +1.04% | -6.50% | -2.86% | 0.64% | 27:17 | 20:53 | 23:50 | 26:55 | 29:29 | 39:07 | 05:39 | 04:11 |
 | Quelling Blade | 23 | 23.71% | 64.6 | 47.83% | +7.29% | +18.84% | -31.16% | 0.00% | -00:14 | -01:29 | -01:29 | -01:29 | -01:29 | 11:45 | 00:00 | 00:00 |
 | Falcon Blade | 41 | 42.27% | 62.5 | 41.46% | -1.40% | -1.46% | -1.46% | 0.00% | 07:49 | 03:54 | 06:07 | 08:06 | 09:46 | 11:14 | 03:39 | 02:42 |
 | Dragon Lance | 34 | 35.05% | 60.4 | 41.18% | -1.68% | -7.85% | +21.32% | 6.97% | 13:34 | 09:21 | 11:10 | 12:53 | 15:21 | 21:46 | 04:11 | 03:05 |
 | Butterfly | 8 | 8.25% | 58.3 | 62.50% | +22.05% | -62.50% | +37.50% | 0.00% | 34:35 | 29:37 | 30:14 | 34:54 | 36:39 | 37:33 | 06:25 | 04:45 |
 | Hurricane Pike | 11 | 11.34% | 56.3 | 54.55% | +13.85% | +12.12% | -21.22% | -24.70% | 31:39 | 23:19 | 30:23 | 31:10 | 31:44 | 39:00 | 01:21 | 01:00 |
 | Black King Bar | 60 | 61.86% | 54.2 | 35.00% | -19.05% | -8.33% | -1.67% | 0.63% | 29:11 | 19:29 | 23:21 | 27:52 | 33:52 | 49:15 | 10:31 | 07:47 |
 | Sange and Yasha | 6 | 6.19% | 52.1 | 66.67% | +26.01% | -16.67% | +33.33% | 0.00% | 20:56 | 13:51 | 15:17 | 16:03 | 28:50 | 31:43 | 13:33 | 10:02 |
 | Swift Blink | 6 | 6.19% | 50.0 | 66.67% | +26.01% | +33.33% | +33.33% | 0.00% | 42:49 | 37:32 | 40:54 | 41:28 | 46:55 | 47:29 | 06:01 | 04:27 |
 | Sange | 6 | 6.19% | 47.9 | 66.67% | +26.01% | -16.67% | +33.33% | 0.00% | 20:39 | 13:34 | 14:53 | 15:29 | 28:50 | 31:16 | 13:57 | 10:20 |
 | Wraith Band | 56 | 57.73% | 45.8 | 33.93% | -19.73% | +8.93% | +1.78% | -5.88% | 02:44 | 00:09 | 01:49 | 02:13 | 03:02 | 09:00 | 01:13 | 00:54 |
 | Silver Edge | 9 | 9.28% | 43.8 | 55.56% | +14.65% | +44.44% | -5.56% | 0.00% | 37:48 | 30:12 | 31:29 | 37:01 | 40:16 | 51:12 | 08:47 | 06:30 |
 | Shadow Blade | 9 | 9.28% | 41.7 | 55.56% | +14.65% | +44.44% | -5.56% | 0.00% | 36:22 | 27:27 | 31:15 | 32:44 | 38:52 | 51:09 | 07:37 | 05:38 |
 | Scythe of Vyse | 2 | 2.06% | 39.6 | 100.00% | +58.95% | 0.00% | 0.00% | 0.00% | 38:39 | 36:31 | 36:31 | 40:47 | 40:47 | 40:47 | 04:16 | 03:09 |
 | Force Staff | 10 | 10.31% | 37.5 | 50.00% | +8.62% | +50.00% | 0.00% | -8.26% | 31:21 | 23:02 | 29:47 | 30:42 | 35:50 | 38:32 | 06:03 | 04:28 |
 | Aghanim's Shard | 25 | 25.77% | 35.4 | 36.00% | -8.44% | +14.00% | +14.00% | 0.00% | 29:54 | 15:29 | 18:55 | 28:47 | 40:55 | 49:23 | 22:00 | 16:17 |
 | Blink Dagger | 8 | 8.25% | 33.3 | 50.00% | +8.43% | -50.00% | 0.00% | 0.00% | 39:38 | 31:51 | 32:15 | 40:38 | 42:15 | 47:16 | 10:00 | 07:24 |
 | Aghanim's Blessing | 7 | 7.22% | 31.3 | 42.86% | +0.64% | -42.86% | -42.86% | 0.00% | 52:13 | 42:48 | 49:21 | 49:28 | 51:11 | 1:07:10 | 01:50 | 01:21 |
 | Aether Lens | 2 | 2.06% | 29.2 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 45:26 | 41:14 | 41:14 | 49:38 | 49:38 | 49:38 | 08:24 | 06:13 |
 | Octarine Core | 2 | 2.06% | 27.1 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 45:28 | 41:17 | 41:17 | 49:38 | 49:38 | 49:38 | 08:21 | 06:11 |
 | Moon Shard | 2 | 2.06% | 25.0 | 50.00% | +7.89% | +50.00% | 0.00% | 0.00% | 56:58 | 53:40 | 53:40 | 60:16 | 60:16 | 60:16 | 06:36 | 04:53 |
 | Bracer | 2 | 2.06% | 22.9 | 50.00% | +7.89% | -50.00% | 0.00% | 0.00% | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 02:12 | 00:00 | 00:00 |
 | Bottle | 4 | 4.12% | 20.8 | 25.00% | -18.01% | -25.00% | -25.00% | 0.00% | 22:19 | 01:49 | 01:49 | 01:52 | 40:54 | 44:40 | 39:05 | 28:57 |
 | Maelstrom | 1 | 1.03% | 18.8 | 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 |
 | Mask of Madness | 2 | 2.06% | 16.7 | 0.00% | -43.16% | 0.00% | 0.00% | 0.00% | 28:55 | 28:20 | 28:20 | 29:30 | 29:30 | 29:30 | 01:10 | 00:51 |
 | Drum of Endurance | 1 | 1.03% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.03% | 12.5 | 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 |
 | Javelin | 2 | 2.06% | 10.4 | 0.00% | -43.16% | 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 |
 | Monkey King Bar | 1 | 1.03% | 8.3 | 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 |
 | Divine Rapier | 1 | 1.03% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 44:48 | 00:00 | 00:00 |
 | Refresher Orb | 3 | 3.09% | 4.2 | 0.00% | -43.62% | 0.00% | 0.00% | 0.00% | 57:40 | 46:37 | 46:37 | 57:34 | 1:08:48 | 1:08:48 | 22:11 | 16:25 |
 | Mage Slayer | 1 | 1.03% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |