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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 | |
Bottle | 33 | 71.74% | 100.0 | 57.58% | +19.12% | +29.92% | -7.58% | -37.50% | 03:06 | 01:12 | 01:41 | 01:59 | 02:32 | 28:58 | 00:51 | 00:37 | |
Ring of Protection | 17 | 36.96% | 97.8 | 64.71% | +19.88% | +10.29% | -14.71% | -1.10% | 26:08 | 01:09 | 14:09 | 28:03 | 36:48 | 41:44 | 22:39 | 16:46 | |
Boots of Speed | 45 | 97.83% | 95.7 | 53.33% | +53.33% | +19.40% | +1.22% | -12.12% | 04:48 | 02:04 | 03:52 | 04:39 | 05:22 | 09:20 | 01:30 | 01:06 | |
Quelling Blade | 44 | 95.65% | 93.5 | 52.27% | +2.27% | +11.37% | +2.28% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:13 | 00:00 | 00:00 | |
Silver Edge | 16 | 34.78% | 91.3 | 62.50% | +15.83% | +37.50% | +12.50% | -3.69% | 24:50 | 15:17 | 20:58 | 25:06 | 27:44 | 32:55 | 06:46 | 05:00 | |
Buckler | 14 | 30.43% | 89.1 | 64.29% | +17.41% | +35.71% | +2.38% | -2.70% | 31:26 | 14:09 | 26:39 | 31:25 | 39:01 | 41:44 | 12:22 | 09:09 | |
Chainmail | 43 | 93.48% | 87.0 | 51.16% | -15.51% | +30.66% | -5.71% | -24.52% | 06:50 | 04:29 | 05:57 | 06:38 | 07:26 | 11:02 | 01:29 | 01:05 | |
Phase Boots | 43 | 93.48% | 84.8 | 51.16% | -15.51% | +12.48% | -5.71% | -13.99% | 07:45 | 05:11 | 06:59 | 07:37 | 08:17 | 12:01 | 01:18 | 00:57 | |
Black King Bar | 36 | 78.26% | 82.6 | 50.00% | -10.00% | -5.56% | -16.67% | -1.64% | 24:57 | 15:17 | 20:25 | 23:37 | 27:12 | 55:28 | 06:47 | 05:01 | |
Helm of Iron Will | 29 | 63.04% | 80.4 | 51.72% | -1.22% | +19.71% | -8.86% | -11.13% | 08:58 | 02:47 | 07:34 | 09:35 | 10:08 | 13:10 | 02:34 | 01:54 | |
Armlet of Mordiggian | 29 | 63.04% | 78.3 | 51.72% | -1.22% | +19.71% | -8.86% | -10.02% | 12:12 | 07:45 | 10:47 | 12:07 | 13:38 | 15:34 | 02:51 | 02:06 | |
Boots of Travel | 3 | 6.52% | 76.1 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 37:29 | 32:12 | 32:12 | 37:19 | 42:57 | 42:57 | 10:45 | 07:57 | |
Assault Cuirass | 13 | 28.26% | 73.9 | 61.54% | +13.06% | +38.46% | -28.21% | -6.25% | 33:06 | 21:11 | 27:35 | 34:24 | 38:15 | 40:48 | 10:40 | 07:54 | |
Crystalys | 20 | 43.48% | 71.7 | 55.00% | +5.00% | +45.00% | -15.00% | -9.18% | 24:03 | 13:51 | 18:46 | 20:01 | 25:18 | 48:18 | 06:32 | 04:50 | |
Morbid Mask | 5 | 10.87% | 69.6 | 80.00% | +31.22% | +20.00% | -80.00% | 0.00% | 37:04 | 28:17 | 28:17 | 36:21 | 39:44 | 46:04 | 11:27 | 08:28 | |
Magic Stick | 24 | 52.17% | 67.4 | 50.00% | -4.55% | -16.67% | 0.00% | 2.79% | 05:21 | -01:29 | 01:57 | 03:52 | 07:55 | 15:09 | 05:58 | 04:25 | |
Aghanim's Scepter | 24 | 52.17% | 65.2 | 50.00% | -4.55% | +16.67% | 0.00% | -0.96% | 27:40 | 14:44 | 18:03 | 24:29 | 35:23 | 47:49 | 17:20 | 12:50 | |
Shadow Blade | 19 | 41.30% | 63.0 | 52.63% | +0.78% | -12.63% | +7.37% | 2.14% | 24:11 | 12:37 | 18:02 | 24:19 | 27:23 | 48:17 | 09:21 | 06:55 | |
Magic Wand | 23 | 50.00% | 60.9 | 47.83% | -8.69% | +2.17% | +2.17% | 0.00% | 07:27 | 00:18 | 04:24 | 06:29 | 08:41 | 16:13 | 04:17 | 03:10 | |
Bracer | 26 | 56.52% | 58.7 | 46.15% | -13.85% | -3.29% | -29.48% | -17.08% | 03:19 | -01:29 | 02:36 | 03:16 | 04:08 | 07:44 | 01:32 | 01:08 | |
Heaven's Halberd | 9 | 19.57% | 56.5 | 55.56% | +4.21% | -5.56% | -55.56% | -3.53% | 22:22 | 12:35 | 14:01 | 21:44 | 28:12 | 35:43 | 14:11 | 10:30 | |
Satanic | 4 | 8.70% | 54.3 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 41:02 | 36:33 | 36:33 | 37:15 | 43:15 | 47:06 | 06:42 | 04:57 | |
Refresher Orb | 4 | 8.70% | 52.2 | 75.00% | +25.00% | -75.00% | +25.00% | 0.00% | 42:58 | 35:45 | 35:45 | 37:57 | 48:10 | 49:59 | 12:25 | 09:11 | |
Aghanim's Shard | 19 | 41.30% | 50.0 | 42.11% | -17.15% | +17.89% | -22.11% | -2.52% | 32:33 | 20:14 | 22:44 | 32:43 | 38:35 | 48:37 | 15:51 | 11:44 | |
Orchid Malevolence | 2 | 4.35% | 47.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:40 | 13:48 | 13:48 | 15:31 | 15:31 | 15:31 | 01:43 | 01:16 | |
Sange | 11 | 23.91% | 45.7 | 45.45% | -8.84% | +21.22% | -45.45% | -5.77% | 20:57 | 09:47 | 13:44 | 18:33 | 25:17 | 35:22 | 11:33 | 08:33 | |
Ring of Health | 5 | 10.87% | 43.5 | 60.00% | +8.78% | -60.00% | +40.00% | 0.00% | 39:26 | 29:24 | 29:24 | 35:44 | 47:39 | 49:53 | 18:15 | 13:31 | |
Void Stone | 6 | 13.04% | 41.3 | 50.00% | -2.50% | 0.00% | +50.00% | 3.81% | 40:12 | 29:24 | 34:32 | 35:45 | 47:39 | 49:53 | 13:07 | 09:42 | |
Blink Dagger | 3 | 6.52% | 39.1 | 66.67% | +15.51% | +33.33% | 0.00% | 0.00% | 38:20 | 36:11 | 36:11 | 36:55 | 41:53 | 41:53 | 05:42 | 04:13 | |
Wind Lace | 3 | 6.52% | 37.0 | 66.67% | +15.51% | +33.33% | 0.00% | 0.00% | 07:46 | 05:29 | 05:29 | 08:41 | 09:09 | 09:09 | 03:40 | 02:42 | |
Soul Ring | 3 | 6.52% | 34.8 | 66.67% | +15.51% | +33.33% | 0.00% | 0.00% | 03:27 | 02:20 | 02:20 | 02:21 | 05:41 | 05:41 | 03:21 | 02:28 | |
Divine Rapier | 1 | 2.17% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 30:19 | 00:00 | 00:00 | |
Radiance | 1 | 2.17% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:14 | 17:14 | 17:14 | 17:14 | 17:14 | 17:14 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 2.17% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 00:00 | 00:00 | |
Shiva's Guard | 6 | 13.04% | 26.1 | 33.33% | -21.67% | +16.67% | -33.33% | -2.45% | 36:23 | 26:25 | 27:51 | 31:02 | 48:14 | 50:27 | 20:23 | 15:05 | |
Linken's Sphere | 1 | 2.17% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 29:25 | 00:00 | 00:00 | |
Sange and Yasha | 1 | 2.17% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 2.17% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 43:58 | 00:00 | 00:00 | |
Boots of Travel 2 | 1 | 2.17% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 1:03:28 | 00:00 | 00:00 | |
Force Staff | 1 | 2.17% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 | |
Daedalus | 1 | 2.17% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:56 | 55:56 | 55:56 | 55:56 | 55:56 | 55:56 | 00:00 | 00:00 | |
Kaya | 1 | 2.17% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 | |
Aghanim's Blessing | 1 | 2.17% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:03 | 59:03 | 59:03 | 59:03 | 59:03 | 59:03 | 00:00 | 00:00 | |
Kaya and Sange | 1 | 2.17% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 | |
Fluffy Hat | 1 | 2.17% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 | |
Yasha | 1 | 2.17% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |