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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 | |
 | Boots of Travel | 15 | 11.28% | 100.0 | 93.33% | +47.57% | -18.33% | +6.67% | 2.60% | 38:02 | 24:36 | 30:58 | 39:06 | 40:36 | 55:21 | 09:38 | 07:08 |
 | Soul Ring | 13 | 9.77% | 98.2 | 84.62% | +37.12% | -17.95% | -17.95% | 0.00% | 09:22 | 06:11 | 07:38 | 09:19 | 10:15 | 15:08 | 02:37 | 01:56 |
 | Void Stone | 39 | 29.32% | 96.5 | 69.23% | +25.61% | +10.77% | +0.77% | -1.49% | 32:58 | 07:26 | 28:07 | 32:47 | 34:51 | 1:14:50 | 06:44 | 04:59 |
 | Refresher Orb | 23 | 17.29% | 94.7 | 73.91% | +27.55% | +9.42% | -7.24% | -1.67% | 41:02 | 29:41 | 34:28 | 39:25 | 44:27 | 58:13 | 09:59 | 07:23 |
 | Shiva's Guard | 40 | 30.08% | 93.0 | 67.50% | +23.41% | +22.50% | -27.50% | -7.87% | 34:57 | 26:07 | 31:54 | 34:59 | 38:15 | 46:20 | 06:21 | 04:42 |
 | Vanguard | 63 | 47.37% | 91.2 | 61.90% | +20.47% | +6.85% | +13.10% | 2.72% | 07:28 | 04:06 | 05:41 | 06:32 | 07:59 | 33:24 | 02:18 | 01:42 |
 | Overwhelming Blink | 11 | 8.27% | 89.5 | 81.82% | +33.46% | -15.15% | -15.15% | 0.00% | 40:27 | 34:30 | 37:10 | 40:53 | 41:38 | 48:12 | 04:28 | 03:18 |
 | Ring of Health | 90 | 67.67% | 87.7 | 57.78% | +20.57% | +11.79% | -7.78% | -9.47% | 05:36 | 01:11 | 02:49 | 03:18 | 04:53 | 38:02 | 02:04 | 01:31 |
 | Ethereal Blade | 5 | 3.76% | 86.0 | 100.00% | +50.78% | 0.00% | 0.00% | 0.00% | 37:05 | 27:40 | 27:40 | 35:00 | 43:04 | 46:25 | 15:24 | 11:24 |
 | Blink Dagger | 116 | 87.22% | 84.2 | 54.31% | +24.90% | -9.48% | -9.48% | 0.00% | 22:28 | 11:36 | 18:38 | 22:04 | 26:00 | 44:11 | 07:22 | 05:27 |
 | Aghanim's Scepter | 99 | 74.44% | 82.5 | 53.54% | +9.42% | +2.46% | -13.54% | -6.49% | 17:26 | 12:42 | 15:59 | 17:10 | 18:27 | 23:15 | 02:28 | 01:49 |
 | Phase Boots | 91 | 68.42% | 80.7 | 53.85% | +8.61% | -14.72% | -1.68% | 4.01% | 09:17 | 04:39 | 06:46 | 08:56 | 10:01 | 28:35 | 03:15 | 02:24 |
 | Black King Bar | 85 | 63.91% | 78.9 | 54.12% | +8.29% | +26.83% | -6.50% | -7.97% | 25:45 | 20:23 | 23:26 | 24:55 | 27:37 | 39:58 | 04:11 | 03:05 |
 | Chainmail | 92 | 69.17% | 77.2 | 53.26% | +6.92% | -14.13% | -1.09% | 2.94% | 07:53 | 02:03 | 04:34 | 07:53 | 09:00 | 28:10 | 04:26 | 03:17 |
 | Boots of Speed | 133 | 100.00% | 75.4 | 51.13% | +51.13% | -14.77% | -2.65% | 3.07% | 04:53 | -01:29 | 02:49 | 05:12 | 06:46 | 10:24 | 03:57 | 02:55 |
 | Magic Wand | 96 | 72.18% | 73.7 | 51.04% | -0.31% | -13.54% | +7.29% | 4.79% | 08:47 | -01:29 | 06:19 | 08:18 | 10:40 | 22:27 | 04:21 | 03:13 |
 | Crimson Guard | 7 | 5.26% | 71.9 | 85.71% | +36.50% | -35.71% | +14.29% | 0.00% | 19:34 | 11:57 | 15:05 | 18:58 | 19:18 | 29:48 | 04:13 | 03:07 |
 | Helm of Iron Will | 7 | 5.26% | 70.2 | 85.71% | +36.50% | -35.71% | +14.29% | 0.00% | 17:45 | 09:45 | 13:09 | 16:33 | 17:49 | 29:48 | 04:40 | 03:27 |
 | Ring of Protection | 89 | 66.92% | 68.4 | 50.56% | -1.71% | -0.56% | +8.53% | 0.00% | -00:21 | -01:29 | -01:29 | -01:29 | -01:29 | 12:36 | 00:00 | 00:00 |
 | Magic Stick | 112 | 84.21% | 66.7 | 49.11% | -12.79% | -9.82% | -9.82% | 0.00% | 01:29 | -01:29 | -01:29 | -01:28 | 03:44 | 17:31 | 05:13 | 03:51 |
 | Aether Lens | 9 | 6.77% | 64.9 | 77.78% | +28.59% | +22.22% | -27.78% | -8.38% | 27:10 | 19:39 | 24:39 | 25:16 | 30:37 | 32:48 | 05:58 | 04:25 |
 | Headdress | 4 | 3.01% | 63.2 | 100.00% | +50.39% | 0.00% | 0.00% | 0.00% | 15:57 | 10:19 | 10:19 | 16:43 | 17:50 | 18:57 | 07:31 | 05:34 |
 | Pipe of Insight | 4 | 3.01% | 61.4 | 100.00% | +50.39% | 0.00% | 0.00% | 0.00% | 19:37 | 13:12 | 13:12 | 20:19 | 21:52 | 23:04 | 08:40 | 06:25 |
 | Heaven's Halberd | 4 | 3.01% | 59.6 | 100.00% | +50.39% | 0.00% | 0.00% | 0.00% | 28:10 | 26:12 | 26:12 | 27:33 | 29:04 | 29:52 | 02:52 | 02:07 |
 | Quelling Blade | 46 | 34.59% | 57.9 | 52.17% | +1.60% | +14.50% | -15.81% | -30.31% | -00:43 | -01:29 | -01:29 | -01:29 | -01:28 | 14:49 | 00:01 | 00:00 |
 | Ghost Scepter | 18 | 13.53% | 56.1 | 61.11% | +11.54% | -1.11% | -11.11% | -1.04% | 35:42 | 23:30 | 30:34 | 36:40 | 40:11 | 46:24 | 09:37 | 07:07 |
 | Sange | 14 | 10.53% | 54.4 | 64.29% | +14.71% | +35.71% | -30.96% | -12.05% | 29:28 | 18:31 | 25:59 | 29:16 | 31:31 | 50:50 | 05:32 | 04:05 |
 | Kaya | 16 | 12.03% | 52.6 | 56.25% | +5.82% | +18.75% | +18.75% | 0.00% | 34:07 | 18:33 | 28:33 | 31:42 | 38:27 | 50:50 | 09:54 | 07:20 |
 | Wind Lace | 43 | 32.33% | 50.9 | 44.19% | -10.25% | -7.83% | +10.36% | 2.65% | 06:16 | -01:29 | -01:29 | 04:48 | 08:21 | 1:14:37 | 09:50 | 07:17 |
 | Wraith Band | 3 | 2.26% | 49.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 02:05 | 01:43 | 01:43 | 02:04 | 02:27 | 02:27 | 00:44 | 00:32 |
 | Hood of Defiance | 20 | 15.04% | 47.4 | 50.00% | -1.33% | -30.00% | -10.00% | 4.41% | 10:29 | 04:57 | 05:34 | 06:39 | 10:06 | 37:26 | 04:32 | 03:21 |
 | Aghanim's Blessing | 6 | 4.51% | 45.6 | 66.67% | +16.28% | +33.33% | -66.67% | 0.00% | 56:04 | 44:22 | 46:48 | 49:51 | 1:10:14 | 1:14:25 | 23:26 | 17:21 |
 | Linken's Sphere | 6 | 4.51% | 43.9 | 66.67% | +16.28% | +33.33% | +33.33% | 0.00% | 39:22 | 32:58 | 32:59 | 36:01 | 43:35 | 49:05 | 10:36 | 07:51 |
 | Heart of Tarrasque | 6 | 4.51% | 42.1 | 66.67% | +16.28% | -16.67% | -66.67% | 0.00% | 40:39 | 26:00 | 35:37 | 36:11 | 44:31 | 1:02:45 | 08:54 | 06:35 |
 | Lotus Orb | 9 | 6.77% | 40.4 | 55.56% | +4.75% | +44.44% | +44.44% | 0.00% | 31:35 | 25:18 | 28:58 | 32:01 | 34:23 | 34:28 | 05:25 | 04:00 |
 | Tranquil Boots | 22 | 16.54% | 38.6 | 40.91% | -12.24% | +9.09% | -0.91% | -6.12% | 06:12 | 03:36 | 05:08 | 06:05 | 06:46 | 11:51 | 01:38 | 01:12 |
 | Kaya and Sange | 7 | 5.26% | 36.8 | 57.14% | +6.35% | +42.86% | -7.14% | 0.00% | 32:34 | 21:44 | 28:49 | 30:55 | 32:09 | 50:50 | 03:20 | 02:28 |
 | Cornucopia | 5 | 3.76% | 35.1 | 60.00% | +9.22% | -60.00% | +40.00% | 0.00% | 50:15 | 41:17 | 41:17 | 49:04 | 55:51 | 56:30 | 14:34 | 10:47 |
 | Aghanim's Shard | 22 | 16.54% | 33.3 | 31.82% | -23.13% | +1.51% | +8.18% | 0.49% | 31:19 | 19:44 | 23:14 | 29:07 | 36:44 | 1:01:54 | 13:30 | 10:00 |
 | Glimmer Cape | 14 | 10.53% | 31.6 | 35.71% | -17.23% | -10.71% | -35.71% | -2.15% | 22:14 | 12:45 | 15:58 | 20:40 | 27:37 | 40:12 | 11:39 | 08:37 |
 | Bracer | 6 | 4.51% | 29.8 | 50.00% | -1.18% | 0.00% | -50.00% | 0.00% | 02:58 | 01:46 | 02:07 | 02:20 | 03:36 | 05:27 | 01:29 | 01:05 |
 | Orb of Venom | 4 | 3.01% | 28.1 | 50.00% | -1.16% | +50.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.75% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 27:04 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.75% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.75% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.75% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.75% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 30:11 | 00:00 | 00:00 |
 | Bottle | 6 | 4.51% | 17.5 | 33.33% | -18.64% | +16.67% | -33.33% | 0.00% | 01:20 | 00:55 | 01:07 | 01:11 | 01:39 | 01:44 | 00:32 | 00:23 |
 | Fluffy Hat | 7 | 5.26% | 15.8 | 28.57% | -23.81% | +21.43% | -28.57% | 0.00% | 28:20 | 08:25 | 09:52 | 27:44 | 28:30 | 1:14:32 | 18:38 | 13:48 |
 | Arcane Boots | 2 | 1.50% | 14.0 | 50.00% | -1.15% | +50.00% | 0.00% | 0.00% | 09:25 | 09:06 | 09:06 | 09:44 | 09:44 | 09:44 | 00:38 | 00:28 |
 | Boots of Travel 2 | 3 | 2.26% | 12.3 | 33.33% | -18.21% | +66.67% | 0.00% | 0.00% | 56:46 | 48:05 | 48:05 | 52:03 | 1:10:09 | 1:10:09 | 22:04 | 16:20 |
 | Force Staff | 5 | 3.76% | 10.5 | 20.00% | -32.34% | -20.00% | -20.00% | 0.00% | 37:39 | 22:08 | 22:08 | 29:59 | 33:54 | 1:14:32 | 11:46 | 08:42 |
 | Arcane Blink | 1 | 0.75% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:26 | 1:11:26 | 1:11:26 | 1:11:26 | 1:11:26 | 1:11:26 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.75% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:22:28 | 1:22:28 | 1:22:28 | 1:22:28 | 1:22:28 | 1:22:28 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.75% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:02 | 1:15:02 | 1:15:02 | 1:15:02 | 1:15:02 | 1:15:02 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.75% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Pavise | 1 | 0.75% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |