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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 | |
 | Overwhelming Blink | 23 | 28.05% | 100.0 | 82.61% | +35.15% | +0.72% | -15.94% | -2.26% | 39:10 | 28:20 | 34:42 | 37:48 | 42:05 | 49:42 | 07:23 | 05:28 |
 | Assault Cuirass | 53 | 64.63% | 98.2 | 73.58% | +45.99% | +11.04% | -12.04% | -3.16% | 32:03 | 23:47 | 27:39 | 30:57 | 34:57 | 48:46 | 07:18 | 05:24 |
 | Buckler | 54 | 65.85% | 96.5 | 72.22% | +43.65% | +13.49% | -18.37% | -4.62% | 30:39 | 19:36 | 27:02 | 29:20 | 33:56 | 47:44 | 06:54 | 05:06 |
 | Bracer | 16 | 19.51% | 94.7 | 81.25% | +29.73% | -6.25% | -6.25% | 0.00% | 02:19 | 01:25 | 01:36 | 02:18 | 02:36 | 03:24 | 01:00 | 00:44 |
 | Ring of Protection | 63 | 76.83% | 93.0 | 66.67% | +40.35% | +2.08% | -22.92% | -2.36% | 24:45 | -01:29 | 22:11 | 27:18 | 32:46 | 47:44 | 10:35 | 07:50 |
 | Blink Dagger | 73 | 89.02% | 91.2 | 61.64% | +39.42% | +16.14% | +16.14% | 0.00% | 21:31 | 14:09 | 18:41 | 20:27 | 23:54 | 34:37 | 05:13 | 03:51 |
 | Phase Boots | 71 | 86.59% | 89.5 | 60.56% | +24.20% | +0.55% | -16.12% | -7.35% | 07:05 | 03:58 | 05:24 | 06:21 | 07:40 | 18:56 | 02:16 | 01:40 |
 | Skull Basher | 5 | 6.10% | 87.7 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 39:57 | 26:34 | 26:34 | 41:52 | 42:53 | 53:43 | 16:19 | 12:05 |
 | Chainmail | 78 | 95.12% | 86.0 | 58.97% | +33.97% | +11.03% | -22.13% | -12.75% | 06:45 | 01:55 | 04:17 | 05:25 | 06:53 | 23:37 | 02:36 | 01:55 |
 | Boots of Speed | 82 | 100.00% | 84.2 | 57.32% | +57.32% | +4.58% | -7.32% | -4.28% | 04:16 | 01:29 | 02:33 | 03:48 | 05:20 | 10:50 | 02:47 | 02:03 |
 | Desolator | 42 | 51.22% | 82.5 | 61.90% | +9.40% | +19.92% | +8.10% | -6.89% | 17:16 | 14:12 | 16:15 | 17:17 | 17:58 | 24:10 | 01:43 | 01:16 |
 | Blight Stone | 42 | 51.22% | 80.7 | 61.90% | +9.40% | +19.92% | +18.10% | -0.38% | 13:41 | 09:40 | 11:22 | 12:08 | 16:08 | 24:04 | 04:46 | 03:31 |
 | Armlet of Mordiggian | 63 | 76.83% | 78.9 | 58.73% | +6.10% | -8.73% | +3.77% | 6.82% | 11:32 | 07:33 | 10:16 | 10:51 | 12:06 | 24:10 | 01:50 | 01:21 |
 | Black King Bar | 60 | 73.17% | 77.2 | 58.33% | +3.78% | +28.34% | -11.66% | -7.23% | 26:58 | 19:04 | 23:45 | 26:28 | 29:17 | 41:22 | 05:32 | 04:05 |
 | Helm of Iron Will | 64 | 78.05% | 75.4 | 57.81% | +2.25% | -20.31% | +10.94% | 10.71% | 08:54 | 02:00 | 07:23 | 09:04 | 10:18 | 23:49 | 02:55 | 02:09 |
 | Quelling Blade | 76 | 92.68% | 73.7 | 55.26% | -28.07% | -2.63% | -28.94% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Magic Stick | 71 | 86.59% | 71.9 | 53.52% | -28.30% | +13.15% | +7.59% | -5.56% | 00:30 | -01:30 | -01:29 | -01:29 | 01:24 | 16:04 | 02:53 | 02:08 |
 | Refresher Orb | 4 | 4.88% | 70.2 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 42:58 | 37:53 | 37:53 | 41:47 | 45:18 | 46:52 | 07:25 | 05:29 |
 | Wraith Band | 11 | 13.41% | 68.4 | 72.73% | +17.80% | +27.27% | +27.27% | 0.00% | 04:27 | 01:32 | 01:56 | 02:32 | 02:51 | 24:18 | 00:55 | 00:40 |
 | Magic Wand | 55 | 67.07% | 66.7 | 52.73% | -13.94% | +4.41% | +4.41% | 0.00% | 09:49 | -01:29 | 04:43 | 09:33 | 13:02 | 31:59 | 08:19 | 06:09 |
 | Radiance | 37 | 45.12% | 64.9 | 51.35% | -10.87% | +37.54% | -40.24% | -15.77% | 17:42 | 13:05 | 14:43 | 17:37 | 19:39 | 28:27 | 04:56 | 03:39 |
 | Aghanim's Shard | 11 | 13.41% | 63.2 | 63.64% | +7.30% | +3.03% | +36.36% | 3.47% | 31:46 | 18:01 | 25:04 | 29:38 | 34:40 | 51:11 | 09:36 | 07:06 |
 | Heaven's Halberd | 3 | 3.66% | 61.4 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 21:08 | 19:15 | 19:15 | 21:16 | 22:52 | 22:52 | 03:37 | 02:40 |
 | Ring of Health | 3 | 3.66% | 59.6 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 46:07 | 37:13 | 37:13 | 46:49 | 54:18 | 54:18 | 17:05 | 12:39 |
 | Wind Lace | 7 | 8.54% | 57.9 | 71.43% | +15.43% | -21.43% | -21.43% | 0.00% | 09:59 | 05:59 | 06:35 | 10:35 | 11:03 | 12:57 | 04:28 | 03:18 |
 | Aghanim's Scepter | 14 | 17.07% | 56.1 | 57.14% | -0.21% | +17.86% | -23.81% | -5.49% | 35:11 | 24:41 | 31:08 | 35:18 | 38:43 | 48:43 | 07:35 | 05:37 |
 | Cornucopia | 5 | 6.10% | 54.4 | 80.00% | +24.16% | -80.00% | +20.00% | 0.00% | 37:46 | 23:01 | 23:01 | 37:53 | 40:56 | 52:10 | 17:55 | 13:16 |
 | Blade Mail | 10 | 12.20% | 52.6 | 60.00% | +3.06% | -26.67% | -10.00% | 1.54% | 17:50 | 10:35 | 12:05 | 18:03 | 22:53 | 27:03 | 10:48 | 08:00 |
 | Soul Ring | 8 | 9.76% | 50.9 | 62.50% | +5.74% | -12.50% | +37.50% | 10.60% | 09:12 | 04:12 | 06:33 | 09:54 | 11:16 | 12:20 | 04:43 | 03:29 |
 | Nullifier | 9 | 10.98% | 49.1 | 55.56% | -1.97% | -5.56% | -5.56% | 0.00% | 35:42 | 14:15 | 25:52 | 37:16 | 42:00 | 52:24 | 16:08 | 11:57 |
 | Sange | 4 | 4.88% | 47.4 | 75.00% | +18.59% | +25.00% | +25.00% | 0.00% | 20:10 | 17:27 | 17:27 | 19:42 | 21:14 | 22:18 | 03:47 | 02:48 |
 | Vanguard | 2 | 2.44% | 45.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 45:46 | 37:13 | 37:13 | 54:19 | 54:19 | 54:19 | 17:06 | 12:40 |
 | Eye of Skadi | 2 | 2.44% | 43.9 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 50:24 | 37:57 | 37:57 | 1:02:50 | 1:02:50 | 1:02:50 | 24:53 | 18:25 |
 | Abyssal Blade | 2 | 2.44% | 42.1 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 45:50 | 37:15 | 37:15 | 54:24 | 54:24 | 54:24 | 17:09 | 12:42 |
 | Hand of Midas | 6 | 7.32% | 40.4 | 50.00% | -7.89% | +50.00% | +50.00% | 0.00% | 13:36 | 10:45 | 11:18 | 13:11 | 15:16 | 16:23 | 03:58 | 02:56 |
 | Manta Style | 3 | 3.66% | 38.6 | 66.67% | +9.71% | +33.33% | 0.00% | 0.00% | 27:36 | 25:24 | 25:24 | 27:36 | 29:48 | 29:48 | 04:24 | 03:15 |
 | Mage Slayer | 3 | 3.66% | 36.8 | 66.67% | +9.71% | -66.67% | 0.00% | 0.00% | 48:27 | 30:36 | 30:36 | 52:46 | 1:01:58 | 1:01:58 | 31:22 | 23:14 |
 | Orchid Malevolence | 3 | 3.66% | 35.1 | 66.67% | +9.71% | -66.67% | 0.00% | 0.00% | 46:02 | 23:06 | 23:06 | 52:57 | 1:02:04 | 1:02:04 | 38:58 | 28:51 |
 | Bloodthorn | 3 | 3.66% | 33.3 | 66.67% | +9.71% | -66.67% | 0.00% | 0.00% | 48:40 | 30:59 | 30:59 | 52:57 | 1:02:04 | 1:02:04 | 31:05 | 23:01 |
 | Power Treads | 11 | 13.41% | 31.6 | 36.36% | -24.20% | -36.36% | -3.03% | 20.83% | 06:36 | 05:05 | 05:25 | 06:01 | 07:01 | 08:44 | 01:36 | 01:11 |
 | Shadow Blade | 4 | 4.88% | 29.8 | 50.00% | -7.69% | +50.00% | -50.00% | 0.00% | 31:45 | 22:01 | 22:01 | 27:09 | 38:11 | 39:40 | 16:10 | 11:58 |
 | Yasha | 4 | 4.88% | 28.1 | 50.00% | -7.69% | -50.00% | +50.00% | 0.00% | 23:26 | 18:47 | 18:47 | 23:18 | 24:31 | 27:09 | 05:44 | 04:14 |
 | Mjollnir | 4 | 4.88% | 26.3 | 50.00% | -7.69% | -50.00% | +50.00% | 0.00% | 30:18 | 20:33 | 20:33 | 32:14 | 32:19 | 36:04 | 11:46 | 08:42 |
 | Crystalys | 4 | 4.88% | 24.6 | 50.00% | -7.69% | +50.00% | -50.00% | 0.00% | 33:22 | 24:22 | 24:22 | 30:18 | 39:06 | 39:41 | 14:44 | 10:54 |
 | Silver Edge | 4 | 4.88% | 22.8 | 50.00% | -7.69% | +50.00% | -50.00% | 0.00% | 33:49 | 25:02 | 25:02 | 31:24 | 39:07 | 39:41 | 14:05 | 10:25 |
 | Boots of Travel 2 | 1 | 1.22% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:48 | 54:48 | 54:48 | 54:48 | 54:48 | 54:48 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.22% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 00:00 | 00:00 |
 | Maelstrom | 5 | 6.10% | 17.5 | 40.00% | -18.44% | -40.00% | +60.00% | 0.00% | 28:14 | 15:45 | 15:45 | 30:54 | 32:12 | 34:45 | 16:27 | 12:11 |
 | Swift Blink | 5 | 6.10% | 15.8 | 40.00% | -18.44% | +60.00% | -40.00% | 0.00% | 43:00 | 35:19 | 35:19 | 42:32 | 47:17 | 53:44 | 11:58 | 08:51 |
 | Javelin | 8 | 9.76% | 14.0 | 25.00% | -35.81% | +25.00% | -25.00% | -6.93% | 32:39 | 15:45 | 27:32 | 32:12 | 34:45 | 52:18 | 07:13 | 05:20 |
 | Divine Rapier | 2 | 2.44% | 12.3 | 50.00% | -7.50% | -50.00% | 0.00% | 0.00% | 59:07 | 39:10 | 39:10 | 1:19:03 | 1:19:03 | 1:19:03 | 39:53 | 29:32 |
 | Boots of Travel | 2 | 2.44% | 10.5 | 50.00% | -7.50% | +50.00% | 0.00% | 0.00% | 40:53 | 34:15 | 34:15 | 47:30 | 47:30 | 47:30 | 13:15 | 09:48 |
 | Aghanim's Blessing | 4 | 4.88% | 8.8 | 25.00% | -33.97% | -25.00% | +75.00% | 0.00% | 45:35 | 40:44 | 40:44 | 45:30 | 47:23 | 48:43 | 06:39 | 04:55 |
 | Monkey King Bar | 3 | 3.66% | 7.0 | 0.00% | -59.49% | 0.00% | 0.00% | 0.00% | 40:51 | 33:36 | 33:36 | 36:40 | 52:18 | 52:18 | 18:42 | 13:51 |
 | Echo Sabre | 1 | 1.22% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.22% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 52:48 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.22% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |