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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 | |
 | Ring of Protection | 17 | 38.64% | 100.0 | 82.35% | +30.50% | +17.65% | +17.65% | 0.00% | 10:48 | -01:29 | 07:35 | 09:39 | 15:16 | 18:18 | 07:41 | 05:41 |
 | Blade Mail | 11 | 25.00% | 97.9 | 81.82% | +24.24% | +18.18% | -48.49% | -61.54% | 14:14 | 09:46 | 12:27 | 13:03 | 13:32 | 22:04 | 01:05 | 00:48 |
 | Void Stone | 8 | 18.18% | 95.7 | 87.50% | +29.17% | -37.50% | +12.50% | 2.79% | 19:06 | 07:16 | 10:11 | 10:51 | 28:08 | 34:30 | 17:57 | 13:17 |
 | Ring of Health | 24 | 54.55% | 93.6 | 70.83% | +15.83% | +12.50% | +12.50% | 0.00% | 05:30 | 00:56 | 02:39 | 03:05 | 04:46 | 21:47 | 02:07 | 01:34 |
 | Magic Stick | 40 | 90.91% | 91.5 | 65.00% | +15.00% | +15.00% | -25.00% | -6.47% | 04:54 | -01:29 | 01:59 | 06:10 | 08:10 | 11:13 | 06:11 | 04:34 |
 | Boots of Speed | 44 | 100.00% | 89.4 | 63.64% | +63.64% | +18.18% | 0.00% | -10.19% | 04:19 | 01:34 | 03:06 | 03:46 | 04:53 | 08:08 | 01:47 | 01:19 |
 | Soul Ring | 13 | 29.55% | 87.2 | 76.92% | +18.86% | +23.08% | +23.08% | 0.00% | 10:50 | 07:14 | 08:48 | 10:07 | 11:09 | 18:18 | 02:21 | 01:44 |
 | Magic Wand | 41 | 93.18% | 85.1 | 63.41% | -3.26% | +6.59% | +6.59% | 0.00% | 07:48 | -01:29 | 06:09 | 07:41 | 09:47 | 12:15 | 03:38 | 02:41 |
 | Chainmail | 43 | 97.73% | 83.0 | 62.79% | -37.21% | -8.24% | +9.94% | 7.42% | 07:38 | 04:06 | 06:06 | 07:16 | 08:33 | 15:30 | 02:27 | 01:48 |
 | Wind Lace | 36 | 81.82% | 80.9 | 63.89% | +1.39% | +13.89% | -8.33% | -4.69% | 06:26 | -01:29 | 04:19 | 06:08 | 09:03 | 15:56 | 04:44 | 03:30 |
 | Headdress | 10 | 22.73% | 78.7 | 80.00% | +21.18% | +20.00% | -80.00% | -33.52% | 15:29 | 10:09 | 13:10 | 14:57 | 16:09 | 25:49 | 02:59 | 02:12 |
 | Kaya and Sange | 10 | 22.73% | 76.6 | 80.00% | +21.18% | -13.33% | -30.00% | -1.37% | 32:55 | 24:23 | 26:30 | 30:17 | 38:41 | 51:10 | 12:11 | 09:01 |
 | Black King Bar | 31 | 70.45% | 74.5 | 64.52% | +2.98% | -27.02% | -2.02% | 4.25% | 23:41 | 15:40 | 17:29 | 20:21 | 23:22 | 52:27 | 05:53 | 04:21 |
 | Vanguard | 17 | 38.64% | 72.3 | 70.59% | +11.33% | +4.41% | +29.41% | 12.30% | 07:04 | 03:57 | 05:37 | 06:36 | 07:39 | 10:49 | 02:02 | 01:30 |
 | Blink Dagger | 30 | 68.18% | 70.2 | 63.33% | -0.96% | -25.83% | -6.19% | 2.48% | 27:48 | 19:19 | 23:00 | 25:03 | 30:56 | 59:18 | 07:56 | 05:52 |
 | Aghanim's Scepter | 19 | 43.18% | 68.1 | 68.42% | +8.42% | +11.58% | +11.58% | 0.00% | 32:11 | 25:32 | 31:06 | 32:36 | 34:36 | 38:38 | 03:30 | 02:35 |
 | Mekansm | 4 | 9.09% | 66.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 14:13 | 12:40 | 12:40 | 13:56 | 14:46 | 15:30 | 02:06 | 01:33 |
 | Guardian Greaves | 4 | 9.09% | 63.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 17:30 | 15:36 | 15:36 | 17:23 | 18:00 | 18:59 | 02:24 | 01:46 |
 | Buckler | 4 | 9.09% | 61.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 15:42 | 13:06 | 13:06 | 15:48 | 16:17 | 17:35 | 03:11 | 02:21 |
 | Arcane Boots | 4 | 9.09% | 59.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 08:08 | 07:15 | 07:15 | 07:36 | 08:02 | 09:39 | 00:47 | 00:34 |
 | Phase Boots | 39 | 88.64% | 57.4 | 58.97% | -41.03% | +1.03% | -8.97% | -4.11% | 08:16 | 04:09 | 06:44 | 08:10 | 09:10 | 13:38 | 02:26 | 01:48 |
 | Quelling Blade | 28 | 63.64% | 55.3 | 60.71% | -8.04% | -3.57% | -3.57% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Sange | 15 | 34.09% | 53.2 | 66.67% | +4.60% | -41.67% | +8.33% | 3.91% | 26:04 | 12:27 | 21:14 | 24:01 | 34:01 | 47:56 | 12:47 | 09:28 |
 | Lotus Orb | 6 | 13.64% | 51.1 | 83.33% | +22.80% | +16.67% | +16.67% | 0.00% | 21:13 | 14:57 | 15:29 | 15:51 | 26:23 | 30:39 | 10:54 | 08:04 |
 | Bracer | 8 | 18.18% | 48.9 | 75.00% | +13.89% | -25.00% | +25.00% | 50.00% | 01:28 | -00:24 | 01:16 | 01:28 | 01:49 | 02:39 | 00:33 | 00:24 |
 | Drum of Endurance | 8 | 18.18% | 46.8 | 75.00% | +13.89% | +25.00% | -25.00% | -16.95% | 15:36 | 11:46 | 14:13 | 14:46 | 17:10 | 19:24 | 02:57 | 02:11 |
 | Kaya | 10 | 22.73% | 44.7 | 70.00% | +8.24% | -36.67% | -20.00% | 1.31% | 31:34 | 23:12 | 25:50 | 26:52 | 38:31 | 51:06 | 12:41 | 09:23 |
 | Tranquil Boots | 7 | 15.91% | 42.6 | 71.43% | +9.27% | +28.57% | -21.43% | 0.00% | 22:01 | 10:10 | 16:03 | 22:16 | 22:35 | 33:18 | 06:32 | 04:50 |
 | Heart of Tarrasque | 7 | 15.91% | 40.4 | 71.43% | +9.27% | -21.43% | +28.57% | 0.00% | 26:14 | 16:45 | 21:19 | 28:26 | 29:02 | 32:20 | 07:43 | 05:42 |
 | Bottle | 16 | 36.36% | 38.3 | 50.00% | -21.43% | 0.00% | 0.00% | 0.00% | 01:41 | 01:26 | 01:29 | 01:35 | 01:50 | 02:06 | 00:21 | 00:15 |
 | Boots of Bearing | 6 | 13.64% | 36.2 | 66.67% | +3.51% | +33.33% | -66.67% | 0.00% | 26:36 | 20:10 | 20:57 | 22:16 | 30:39 | 42:56 | 09:42 | 07:11 |
 | Pipe of Insight | 6 | 13.64% | 34.0 | 66.67% | +3.51% | +33.33% | -66.67% | 0.00% | 19:22 | 14:23 | 16:22 | 16:58 | 20:37 | 27:36 | 04:15 | 03:08 |
 | Heaven's Halberd | 4 | 9.09% | 31.9 | 75.00% | +12.50% | +25.00% | +25.00% | 0.00% | 32:02 | 22:37 | 22:37 | 26:36 | 37:12 | 41:43 | 14:35 | 10:48 |
 | Octarine Core | 2 | 4.55% | 29.8 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 32:41 | 30:03 | 30:03 | 35:19 | 35:19 | 35:19 | 05:16 | 03:54 |
 | Cornucopia | 2 | 4.55% | 27.7 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 40:33 | 37:52 | 37:52 | 43:14 | 43:14 | 43:14 | 05:22 | 03:58 |
 | Crimson Guard | 3 | 6.82% | 25.5 | 66.67% | +3.26% | +33.33% | 0.00% | 0.00% | 17:59 | 10:44 | 10:44 | 18:40 | 24:34 | 24:34 | 13:50 | 10:14 |
 | Helm of Iron Will | 3 | 6.82% | 23.4 | 66.67% | +3.26% | +33.33% | 0.00% | 0.00% | 16:46 | 08:50 | 08:50 | 18:08 | 23:20 | 23:20 | 14:30 | 10:44 |
 | Shiva's Guard | 4 | 9.09% | 21.3 | 50.00% | -15.00% | -50.00% | -50.00% | 0.00% | 37:46 | 31:13 | 31:13 | 36:26 | 39:27 | 43:59 | 08:14 | 06:05 |
 | Refresher Orb | 1 | 2.27% | 19.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 45:24 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.27% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.27% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:59 | 37:59 | 37:59 | 37:59 | 37:59 | 37:59 | 00:00 | 00:00 |
 | Bloodstone | 1 | 2.27% | 12.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 21:09 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.27% | 10.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.27% | 8.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Boots of Travel | 2 | 4.55% | 6.4 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 42:27 | 40:22 | 40:22 | 44:31 | 44:31 | 44:31 | 04:09 | 03:04 |
 | Diadem | 1 | 2.27% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Dagon | 1 | 2.27% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |