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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 | |
 | Assault Cuirass | 63 | 70.00% | 100.0 | 65.08% | +35.45% | +3.67% | -2.58% | -1.27% | 25:06 | 18:18 | 22:08 | 23:55 | 27:03 | 39:55 | 04:55 | 03:38 |
 | Buckler | 76 | 84.44% | 98.2 | 60.53% | +39.10% | +7.89% | -18.42% | -3.65% | 20:05 | -01:28 | 16:23 | 19:34 | 23:35 | 34:07 | 07:12 | 05:20 |
 | Ring of Basilius | 5 | 5.56% | 96.5 | 100.00% | +48.24% | 0.00% | 0.00% | 0.00% | 22:54 | 13:35 | 13:35 | 19:48 | 25:43 | 38:45 | 12:08 | 08:59 |
 | Ring of Protection | 81 | 90.00% | 94.7 | 58.02% | +35.80% | -13.02% | +11.98% | 1.30% | 11:55 | -01:29 | -01:29 | 16:10 | 20:40 | 39:40 | 22:09 | 16:24 |
 | Skull Basher | 20 | 22.22% | 93.0 | 70.00% | +20.00% | +10.00% | -10.00% | -2.20% | 34:04 | 27:16 | 30:10 | 32:46 | 39:16 | 43:34 | 09:06 | 06:44 |
 | Quelling Blade | 89 | 98.89% | 91.2 | 55.06% | +55.06% | +8.58% | -9.61% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 09:02 | 00:00 | 00:00 |
 | Necronomicon (level 2) | 90 | 100.00% | 89.5 | 54.44% | +54.44% | +23.82% | -22.62% | -23.03% | 10:21 | 07:41 | 09:20 | 10:07 | 11:21 | 13:31 | 02:01 | 01:29 |
 | Necronomicon (level 3) | 90 | 100.00% | 87.7 | 54.44% | +54.44% | +32.52% | -22.62% | -25.25% | 12:51 | 09:32 | 11:46 | 12:39 | 13:57 | 16:10 | 02:11 | 01:37 |
 | Necronomicon | 90 | 100.00% | 86.0 | 54.44% | +54.44% | +19.47% | -31.71% | -31.99% | 07:17 | 04:56 | 06:26 | 06:56 | 08:02 | 11:11 | 01:36 | 01:11 |
 | Black King Bar | 39 | 43.33% | 84.2 | 58.97% | +7.99% | +21.03% | +11.03% | -1.34% | 29:09 | 20:06 | 25:18 | 29:07 | 32:47 | 38:47 | 07:29 | 05:32 |
 | Vanguard | 14 | 15.56% | 82.5 | 71.43% | +20.11% | +28.57% | -4.76% | -5.35% | 37:38 | 30:23 | 35:31 | 35:50 | 41:45 | 51:19 | 06:14 | 04:37 |
 | Wind Lace | 43 | 47.78% | 80.7 | 55.81% | +2.62% | +35.10% | -28.54% | -26.33% | 14:57 | 09:25 | 13:21 | 14:25 | 15:46 | 26:52 | 02:25 | 01:47 |
 | Vladmir's Offering | 4 | 4.44% | 78.9 | 100.00% | +47.67% | 0.00% | 0.00% | 0.00% | 24:36 | 18:09 | 18:09 | 19:54 | 20:41 | 39:41 | 02:32 | 01:52 |
 | Morbid Mask | 4 | 4.44% | 77.2 | 100.00% | +47.67% | 0.00% | 0.00% | 0.00% | 24:23 | 17:42 | 17:42 | 19:48 | 20:20 | 39:40 | 02:38 | 01:57 |
 | Drum of Endurance | 42 | 46.67% | 75.4 | 54.76% | +0.59% | +36.15% | -24.76% | -24.20% | 16:24 | 12:22 | 15:06 | 16:14 | 17:37 | 20:28 | 02:31 | 01:51 |
 | Aghanim's Shard | 13 | 14.44% | 73.7 | 69.23% | +17.28% | -35.90% | -2.56% | 6.17% | 27:39 | 20:04 | 23:32 | 25:21 | 28:56 | 43:45 | 05:24 | 04:00 |
 | Ring of Health | 15 | 16.67% | 71.9 | 66.67% | +14.67% | +8.33% | -16.67% | -4.30% | 36:53 | 28:03 | 31:14 | 35:44 | 37:03 | 51:19 | 05:49 | 04:18 |
 | Blight Stone | 6 | 6.67% | 70.2 | 83.33% | +30.95% | +16.67% | +16.67% | 0.00% | 31:38 | 11:04 | 22:38 | 29:29 | 41:04 | 53:25 | 18:26 | 13:39 |
 | Sange | 6 | 6.67% | 68.4 | 83.33% | +30.95% | -33.33% | +16.67% | 6.67% | 29:08 | 21:42 | 22:25 | 23:16 | 29:55 | 49:04 | 07:30 | 05:33 |
 | Abyssal Blade | 12 | 13.33% | 66.7 | 66.67% | +14.11% | +33.33% | -33.34% | -7.09% | 38:11 | 30:42 | 32:23 | 35:56 | 41:47 | 51:30 | 09:24 | 06:57 |
 | Boots of Speed | 32 | 35.56% | 64.9 | 53.13% | -2.04% | +9.37% | -28.13% | -3.98% | 17:46 | 06:46 | 12:20 | 15:56 | 21:46 | 37:33 | 09:26 | 06:59 |
 | Aghanim's Scepter | 16 | 17.78% | 63.2 | 56.25% | +2.20% | -6.25% | +18.75% | 2.70% | 30:52 | 18:56 | 24:13 | 26:28 | 33:28 | 59:07 | 09:15 | 06:51 |
 | Magic Wand | 7 | 7.78% | 61.4 | 71.43% | +18.42% | +28.57% | -21.43% | -5.47% | 08:41 | 01:28 | 03:27 | 06:35 | 12:35 | 18:01 | 09:08 | 06:45 |
 | Magic Stick | 20 | 22.22% | 59.6 | 50.00% | -5.71% | -10.00% | +10.00% | 20.00% | 00:56 | -01:29 | -01:29 | -01:29 | 01:21 | 11:42 | 02:50 | 02:05 |
 | Orchid Malevolence | 13 | 14.44% | 57.9 | 53.85% | -0.70% | +46.15% | -53.85% | -17.19% | 20:12 | 14:45 | 16:11 | 18:55 | 22:00 | 28:59 | 05:49 | 04:18 |
 | Power Treads | 12 | 13.33% | 56.1 | 50.00% | -5.13% | +50.00% | -16.67% | -16.26% | 19:07 | 13:04 | 15:04 | 16:37 | 19:10 | 30:48 | 04:06 | 03:02 |
 | Heaven's Halberd | 4 | 4.44% | 54.4 | 75.00% | +21.51% | +25.00% | +25.00% | 0.00% | 32:27 | 24:15 | 24:15 | 25:27 | 27:05 | 53:01 | 02:50 | 02:05 |
 | Yasha | 2 | 2.22% | 52.6 | 100.00% | +46.59% | 0.00% | 0.00% | 0.00% | 27:47 | 25:53 | 25:53 | 29:40 | 29:40 | 29:40 | 03:47 | 02:48 |
 | Medallion of Courage | 2 | 2.22% | 50.9 | 100.00% | +46.59% | 0.00% | 0.00% | 0.00% | 30:49 | 29:29 | 29:29 | 32:08 | 32:08 | 32:08 | 02:39 | 01:57 |
 | Orb of Venom | 2 | 2.22% | 49.1 | 100.00% | +46.59% | 0.00% | 0.00% | 0.00% | 04:49 | -01:26 | -01:26 | 11:04 | 11:04 | 11:04 | 12:30 | 09:15 |
 | Sange and Yasha | 2 | 2.22% | 47.4 | 100.00% | +46.59% | 0.00% | 0.00% | 0.00% | 29:54 | 29:53 | 29:53 | 29:55 | 29:55 | 29:55 | 00:02 | 00:01 |
 | Helm of Iron Will | 6 | 6.67% | 45.6 | 50.00% | -4.76% | -50.00% | +50.00% | 2.98% | 32:58 | 04:19 | 16:36 | 35:13 | 50:08 | 52:20 | 33:32 | 24:50 |
 | Desolator | 3 | 3.33% | 43.9 | 66.67% | +12.65% | +33.33% | 0.00% | 0.00% | 42:28 | 32:48 | 32:48 | 41:12 | 53:25 | 53:25 | 20:37 | 15:16 |
 | Nullifier | 3 | 3.33% | 42.1 | 66.67% | +12.65% | -66.67% | 0.00% | 0.00% | 45:03 | 39:11 | 39:11 | 42:10 | 53:49 | 53:49 | 14:38 | 10:50 |
 | Bloodthorn | 3 | 3.33% | 40.4 | 66.67% | +12.65% | +33.33% | 0.00% | 0.00% | 30:14 | 24:13 | 24:13 | 33:02 | 33:28 | 33:28 | 09:15 | 06:51 |
 | Moon Shard | 1 | 1.11% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 1.11% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.11% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.11% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 38:27 | 00:00 | 00:00 |
 | Helm of the Overlord | 1 | 1.11% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.11% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 15:17 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.11% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.11% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Chainmail | 5 | 5.56% | 24.6 | 40.00% | -15.29% | -40.00% | -40.00% | 0.00% | 28:09 | 14:00 | 14:00 | 29:28 | 32:00 | 42:43 | 18:00 | 13:20 |
 | Javelin | 2 | 2.22% | 22.8 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 33:43 | 33:06 | 33:06 | 34:20 | 34:20 | 34:20 | 01:14 | 00:54 |
 | Monkey King Bar | 2 | 2.22% | 21.1 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 34:18 | 33:26 | 33:26 | 35:10 | 35:10 | 35:10 | 01:44 | 01:17 |
 | Eye of Skadi | 2 | 2.22% | 19.3 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 34:15 | 32:38 | 32:38 | 35:51 | 35:51 | 35:51 | 03:13 | 02:22 |
 | Helm of the Dominator | 3 | 3.33% | 17.5 | 33.33% | -21.84% | -33.33% | 0.00% | 0.00% | 24:59 | 06:26 | 06:26 | 18:23 | 50:08 | 50:08 | 43:42 | 32:22 |
 | Crown | 3 | 3.33% | 15.8 | 33.33% | -21.84% | -33.33% | 0.00% | 0.00% | 22:17 | 01:12 | 01:12 | 15:31 | 50:08 | 50:08 | 48:56 | 36:14 |
 | Phase Boots | 2 | 2.22% | 14.0 | 0.00% | -55.68% | 0.00% | 0.00% | 0.00% | 33:13 | 23:37 | 23:37 | 42:48 | 42:48 | 42:48 | 19:11 | 14:12 |
 | Headdress | 1 | 1.11% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Bracer | 1 | 1.11% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 01:45 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.11% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:09 | 30:09 | 30:09 | 30:09 | 30:09 | 30:09 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.11% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 2.22% | 5.3 | 0.00% | -55.68% | 0.00% | 0.00% | 0.00% | 48:39 | 47:21 | 47:21 | 49:57 | 49:57 | 49:57 | 02:36 | 01:55 |
 | Shadow Blade | 1 | 1.11% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:21 | 38:21 | 38:21 | 38:21 | 38:21 | 38:21 | 00:00 | 00:00 |
 | Blade Mail | 1 | 1.11% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 17:03 | 00:00 | 00:00 |