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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 | |
 | Bracer | 57 | 78.08% | 100.0 | 64.91% | +21.16% | +6.52% | +13.66% | 7.14% | 02:12 | -01:30 | 01:37 | 02:05 | 02:33 | 11:07 | 00:56 | 00:41 |
 | Power Treads | 68 | 93.15% | 97.9 | 63.24% | +43.24% | -4.42% | +1.47% | 2.58% | 08:01 | 04:30 | 06:26 | 07:23 | 08:43 | 19:12 | 02:17 | 01:41 |
 | Buckler | 11 | 15.07% | 95.8 | 81.82% | +25.37% | -15.15% | +18.18% | 3.53% | 36:01 | 21:26 | 30:14 | 37:31 | 39:40 | 46:42 | 09:26 | 06:59 |
 | Boots of Speed | 73 | 100.00% | 93.8 | 60.27% | +60.27% | -4.71% | +6.40% | 8.33% | 03:37 | 01:48 | 02:47 | 03:37 | 04:07 | 07:29 | 01:20 | 00:59 |
 | Black King Bar | 51 | 69.86% | 91.7 | 62.75% | +8.20% | +14.17% | -1.21% | -3.46% | 25:38 | 17:15 | 22:53 | 24:54 | 27:20 | 52:54 | 04:27 | 03:17 |
 | Aghanim's Shard | 21 | 28.77% | 89.6 | 71.43% | +15.66% | +28.57% | -11.43% | -6.08% | 29:42 | 20:01 | 24:33 | 27:21 | 31:08 | 50:14 | 06:35 | 04:52 |
 | Blink Dagger | 70 | 95.89% | 87.5 | 60.00% | -6.67% | +23.33% | -18.82% | -10.45% | 15:36 | 10:50 | 12:30 | 13:33 | 16:32 | 38:44 | 04:02 | 02:59 |
 | Magic Stick | 72 | 98.63% | 85.4 | 59.72% | -40.28% | +6.95% | +18.06% | 2.11% | 04:48 | -01:29 | 01:58 | 04:11 | 07:14 | 14:45 | 05:16 | 03:54 |
 | Quelling Blade | 67 | 91.78% | 83.3 | 58.21% | -25.12% | +12.38% | +12.38% | 0.00% | -01:23 | -01:29 | -01:29 | -01:29 | -01:29 | 01:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 10 | 13.70% | 81.3 | 80.00% | +22.86% | -13.33% | +20.00% | 2.74% | 32:29 | 23:08 | 25:50 | 31:43 | 37:59 | 41:37 | 12:09 | 09:00 |
 | Magic Wand | 61 | 83.56% | 79.2 | 57.38% | -17.62% | +9.29% | +15.95% | 1.14% | 09:38 | 02:28 | 06:47 | 08:54 | 12:36 | 24:02 | 05:49 | 04:18 |
 | Ring of Protection | 22 | 30.14% | 77.1 | 63.64% | +4.82% | -30.31% | +36.36% | 1.85% | 17:10 | -01:29 | -01:29 | -01:29 | 37:31 | 46:42 | 39:00 | 28:53 |
 | Assault Cuirass | 9 | 12.33% | 75.0 | 77.78% | +19.97% | +22.22% | +22.22% | 0.00% | 38:14 | 28:50 | 34:40 | 39:07 | 39:58 | 47:13 | 05:18 | 03:55 |
 | Ring of Health | 20 | 27.40% | 72.9 | 55.00% | -7.26% | +5.00% | +5.00% | 0.00% | 11:06 | 02:52 | 05:40 | 09:19 | 12:25 | 34:56 | 06:45 | 05:00 |
 | Crown | 11 | 15.07% | 70.8 | 63.64% | +3.96% | +36.36% | +3.03% | -3.13% | 23:22 | 05:09 | 17:49 | 23:25 | 28:27 | 32:54 | 10:38 | 07:52 |
 | Echo Sabre | 3 | 4.11% | 68.8 | 100.00% | +41.43% | 0.00% | 0.00% | 0.00% | 29:58 | 26:38 | 26:38 | 31:05 | 32:12 | 32:12 | 05:34 | 04:07 |
 | Yasha | 3 | 4.11% | 66.7 | 100.00% | +41.43% | 0.00% | 0.00% | 0.00% | 35:05 | 34:10 | 34:10 | 34:33 | 36:32 | 36:32 | 02:22 | 01:45 |
 | Sange and Yasha | 3 | 4.11% | 64.6 | 100.00% | +41.43% | 0.00% | 0.00% | 0.00% | 35:27 | 34:24 | 34:24 | 35:07 | 36:51 | 36:51 | 02:27 | 01:48 |
 | Sange | 5 | 6.85% | 62.5 | 80.00% | +21.18% | +20.00% | +20.00% | 0.00% | 31:34 | 29:49 | 29:49 | 31:58 | 32:32 | 33:03 | 02:43 | 02:00 |
 | Hood of Defiance | 17 | 23.29% | 60.4 | 52.94% | -9.56% | -2.94% | -2.94% | 0.00% | 11:37 | 06:38 | 08:49 | 11:32 | 12:34 | 21:27 | 03:45 | 02:46 |
 | Blight Stone | 10 | 13.70% | 58.3 | 60.00% | -0.32% | +6.67% | +40.00% | 3.63% | 21:21 | 14:31 | 17:05 | 19:09 | 26:16 | 30:16 | 09:11 | 06:48 |
 | Medallion of Courage | 10 | 13.70% | 56.3 | 60.00% | -0.32% | +40.00% | +40.00% | 0.00% | 21:35 | 14:31 | 18:43 | 19:22 | 26:16 | 30:16 | 07:33 | 05:35 |
 | Wind Lace | 23 | 31.51% | 54.2 | 43.48% | -24.52% | +39.85% | -10.15% | -13.45% | 11:51 | 03:17 | 06:16 | 08:47 | 09:59 | 30:23 | 03:43 | 02:45 |
 | Morbid Mask | 6 | 8.22% | 52.1 | 66.67% | +6.97% | +33.33% | +33.33% | 0.00% | 20:42 | 06:01 | 08:41 | 10:38 | 36:05 | 41:22 | 27:24 | 20:17 |
 | Drum of Endurance | 2 | 2.74% | 50.0 | 100.00% | +40.85% | 0.00% | 0.00% | 0.00% | 18:17 | 16:50 | 16:50 | 19:44 | 19:44 | 19:44 | 02:54 | 02:08 |
 | Ring of Basilius | 2 | 2.74% | 47.9 | 100.00% | +40.85% | 0.00% | 0.00% | 0.00% | 31:24 | 21:26 | 21:26 | 41:22 | 41:22 | 41:22 | 19:56 | 14:45 |
 | Helm of Iron Will | 2 | 2.74% | 45.8 | 100.00% | +40.85% | 0.00% | 0.00% | 0.00% | 28:13 | 07:54 | 07:54 | 48:32 | 48:32 | 48:32 | 40:38 | 30:05 |
 | Vladmir's Offering | 2 | 2.74% | 43.8 | 100.00% | +40.85% | 0.00% | 0.00% | 0.00% | 31:35 | 21:31 | 21:31 | 41:39 | 41:39 | 41:39 | 20:08 | 14:54 |
 | Chainmail | 14 | 19.18% | 41.7 | 42.86% | -21.55% | -17.86% | +23.81% | 2.73% | 18:43 | 06:12 | 11:00 | 18:51 | 26:16 | 35:05 | 15:16 | 11:18 |
 | Solar Crest | 8 | 10.96% | 39.6 | 50.00% | -11.54% | +50.00% | -50.00% | -11.28% | 24:24 | 16:46 | 18:51 | 23:33 | 27:43 | 32:05 | 08:52 | 06:34 |
 | Hand of Midas | 8 | 10.96% | 37.5 | 50.00% | -11.54% | -50.00% | 0.00% | 9.15% | 12:29 | 07:18 | 08:27 | 11:24 | 13:55 | 21:02 | 05:28 | 04:02 |
 | Void Stone | 3 | 4.11% | 35.4 | 66.67% | +6.67% | -66.67% | 0.00% | 0.00% | 40:19 | 34:50 | 34:50 | 34:56 | 51:12 | 51:12 | 16:22 | 12:07 |
 | Lotus Orb | 3 | 4.11% | 33.3 | 66.67% | +6.67% | -66.67% | 0.00% | 0.00% | 40:21 | 34:54 | 34:54 | 34:56 | 51:12 | 51:12 | 16:18 | 12:04 |
 | Mask of Madness | 3 | 4.11% | 31.3 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 10:42 | 08:32 | 08:32 | 11:26 | 12:08 | 12:08 | 03:36 | 02:40 |
 | Pipe of Insight | 4 | 5.48% | 29.2 | 50.00% | -10.87% | -50.00% | -50.00% | 0.00% | 17:19 | 14:40 | 14:40 | 15:53 | 16:08 | 22:34 | 01:28 | 01:05 |
 | Headdress | 4 | 5.48% | 27.1 | 50.00% | -10.87% | -50.00% | -50.00% | 0.00% | 16:40 | 14:27 | 14:27 | 14:28 | 15:09 | 22:34 | 00:42 | 00:31 |
 | Helm of the Dominator | 1 | 1.37% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.37% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.37% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.37% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.37% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.37% | 14.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 30:20 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.37% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 24:53 | 00:00 | 00:00 |
 | Orb of Venom | 5 | 6.85% | 10.4 | 40.00% | -21.76% | -40.00% | +60.00% | 0.00% | 02:01 | 00:57 | 00:57 | 02:16 | 02:23 | 02:28 | 01:26 | 01:03 |
 | Wraith Band | 2 | 2.74% | 8.3 | 50.00% | -10.56% | -50.00% | 0.00% | 0.00% | 02:21 | 01:17 | 01:17 | 03:25 | 03:25 | 03:25 | 02:08 | 01:34 |
 | Phase Boots | 4 | 5.48% | 6.3 | 25.00% | -37.32% | -25.00% | -25.00% | 0.00% | 09:25 | 08:15 | 08:15 | 08:20 | 09:41 | 11:22 | 01:26 | 01:03 |
 | Monkey King Bar | 1 | 1.37% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 |
 | Javelin | 1 | 1.37% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:32 | 42:32 | 42:32 | 42:32 | 42:32 | 42:32 | 00:00 | 00:00 |