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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 | |
 | Black King Bar | 55 | 70.51% | 100.0 | 58.18% | +27.75% | +13.25% | -1.04% | -2.71% | 25:46 | 19:09 | 22:47 | 25:25 | 28:03 | 34:29 | 05:16 | 03:54 |
 | Boots of Travel | 29 | 37.18% | 98.0 | 62.07% | +19.21% | +9.36% | -19.21% | -2.20% | 35:42 | 18:46 | 29:04 | 35:08 | 42:04 | 50:06 | 13:00 | 09:37 |
 | Blink Dagger | 77 | 98.72% | 96.1 | 50.65% | +50.65% | +23.03% | -8.54% | -13.73% | 11:50 | 08:34 | 10:20 | 11:30 | 12:38 | 24:14 | 02:18 | 01:42 |
 | Chainmail | 75 | 96.15% | 94.1 | 50.67% | +17.34% | +12.49% | -19.09% | -8.17% | 13:00 | 04:03 | 10:55 | 12:40 | 14:47 | 29:58 | 03:52 | 02:51 |
 | Blade Mail | 73 | 93.59% | 92.2 | 50.68% | +10.68% | -0.68% | -11.79% | -2.89% | 15:58 | 08:46 | 13:57 | 16:00 | 17:48 | 30:39 | 03:51 | 02:51 |
 | Boots of Speed | 78 | 100.00% | 90.2 | 50.00% | +50.00% | +5.00% | -13.16% | -12.38% | 06:41 | 02:01 | 05:58 | 06:35 | 07:26 | 14:44 | 01:28 | 01:05 |
 | Ring of Health | 78 | 100.00% | 88.2 | 50.00% | +50.00% | +10.00% | -2.63% | -12.63% | 02:57 | 00:27 | 02:18 | 02:48 | 03:12 | 11:21 | 00:54 | 00:40 |
 | Magic Wand | 54 | 69.23% | 86.3 | 51.85% | +6.02% | +19.58% | -13.39% | -5.40% | 08:35 | -01:29 | 06:31 | 09:27 | 12:37 | 19:09 | 06:06 | 04:31 |
 | Vanguard | 76 | 97.44% | 84.3 | 48.68% | -51.32% | +9.21% | -11.84% | -13.44% | 05:51 | 03:20 | 04:54 | 05:45 | 06:28 | 09:34 | 01:34 | 01:09 |
 | Wind Lace | 18 | 23.08% | 82.4 | 61.11% | +14.44% | -1.11% | -11.11% | -2.78% | 09:16 | 05:28 | 07:05 | 08:13 | 10:41 | 17:27 | 03:36 | 02:40 |
 | Magic Stick | 54 | 69.23% | 80.4 | 48.15% | -6.02% | -12.44% | -2.00% | 1.18% | 05:40 | -01:30 | -01:29 | 06:36 | 10:20 | 20:40 | 11:49 | 08:45 |
 | Void Stone | 22 | 28.21% | 78.4 | 54.55% | +6.34% | -4.55% | -34.55% | -5.26% | 32:00 | 17:20 | 28:09 | 31:51 | 33:51 | 48:53 | 05:42 | 04:13 |
 | Quelling Blade | 61 | 78.21% | 76.5 | 44.26% | -26.33% | +2.41% | +9.07% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 00:57 | 00:00 | 00:00 |
 | Ring of Protection | 38 | 48.72% | 74.5 | 47.37% | -5.13% | +12.63% | +8.19% | 0.00% | -00:05 | -01:30 | -01:29 | -01:29 | -01:29 | 23:44 | 00:00 | 00:00 |
 | Octarine Core | 18 | 23.08% | 72.5 | 55.56% | +7.23% | -15.56% | -55.56% | -10.04% | 31:41 | 18:15 | 29:24 | 32:20 | 33:23 | 43:33 | 03:59 | 02:57 |
 | Phase Boots | 16 | 20.51% | 70.6 | 56.25% | +7.86% | +18.75% | -6.25% | -3.69% | 12:04 | 04:53 | 08:19 | 10:39 | 15:05 | 19:11 | 06:46 | 05:00 |
 | Yasha | 5 | 6.41% | 68.6 | 80.00% | +32.05% | +20.00% | +20.00% | 0.00% | 21:07 | 16:39 | 16:39 | 18:36 | 20:42 | 32:22 | 04:03 | 03:00 |
 | Refresher Orb | 5 | 6.41% | 66.7 | 80.00% | +32.05% | +20.00% | +20.00% | 0.00% | 40:58 | 35:12 | 35:12 | 38:11 | 43:39 | 50:04 | 08:27 | 06:15 |
 | Manta Style | 5 | 6.41% | 64.7 | 80.00% | +32.05% | +20.00% | +20.00% | 0.00% | 24:37 | 19:19 | 19:19 | 22:01 | 26:32 | 34:33 | 07:13 | 05:20 |
 | Helm of Iron Will | 12 | 15.38% | 62.7 | 58.33% | +9.85% | +8.34% | +8.34% | 0.00% | 28:29 | 18:06 | 19:56 | 25:55 | 32:04 | 51:24 | 12:08 | 08:59 |
 | Aghanim's Shard | 29 | 37.18% | 60.8 | 44.83% | -8.23% | +26.60% | -1.97% | -3.44% | 29:23 | 16:26 | 24:55 | 28:50 | 33:14 | 43:15 | 08:19 | 06:09 |
 | Crimson Guard | 10 | 12.82% | 58.8 | 60.00% | +11.47% | -26.67% | -10.00% | 2.33% | 26:36 | 19:12 | 21:22 | 24:33 | 28:31 | 41:06 | 07:09 | 05:17 |
 | Aghanim's Scepter | 10 | 12.82% | 56.9 | 60.00% | +11.47% | +6.67% | -10.00% | -2.18% | 38:11 | 28:07 | 33:38 | 37:09 | 41:16 | 50:57 | 07:38 | 05:39 |
 | Cornucopia | 8 | 10.26% | 54.9 | 62.50% | +13.93% | -12.50% | -12.50% | 0.00% | 36:14 | 29:51 | 32:16 | 33:28 | 37:31 | 43:36 | 05:15 | 03:53 |
 | Shadow Blade | 6 | 7.69% | 52.9 | 66.67% | +18.06% | -16.67% | +33.33% | 9.65% | 37:46 | 34:49 | 35:10 | 37:14 | 40:21 | 41:39 | 05:11 | 03:50 |
 | Sange | 9 | 11.54% | 51.0 | 55.56% | +6.28% | -5.56% | +44.44% | 3.29% | 34:11 | 22:46 | 25:15 | 33:46 | 40:27 | 47:17 | 15:12 | 11:15 |
 | Arcane Boots | 12 | 15.38% | 49.0 | 50.00% | 0.00% | -16.67% | -16.67% | 0.00% | 28:57 | 15:03 | 25:18 | 31:21 | 32:39 | 37:07 | 07:21 | 05:26 |
 | Overwhelming Blink | 4 | 5.13% | 47.1 | 75.00% | +26.35% | +25.00% | -75.00% | 0.00% | 42:28 | 39:03 | 39:03 | 39:14 | 43:53 | 47:43 | 04:50 | 03:34 |
 | Linken's Sphere | 2 | 2.56% | 45.1 | 100.00% | +51.32% | 0.00% | 0.00% | 0.00% | 39:53 | 36:40 | 36:40 | 43:06 | 43:06 | 43:06 | 06:26 | 04:45 |
 | Kaya | 7 | 8.97% | 43.1 | 57.14% | +7.84% | +42.86% | -7.14% | -5.30% | 34:05 | 24:54 | 29:01 | 33:50 | 38:27 | 39:55 | 09:26 | 06:59 |
 | Kaya and Sange | 5 | 6.41% | 41.2 | 60.00% | +10.68% | +40.00% | +40.00% | 0.00% | 35:48 | 28:25 | 28:25 | 33:46 | 40:30 | 47:17 | 12:05 | 08:57 |
 | Heaven's Halberd | 5 | 6.41% | 39.2 | 60.00% | +10.68% | +40.00% | +40.00% | 0.00% | 32:57 | 25:21 | 25:21 | 33:28 | 38:01 | 41:39 | 12:40 | 09:22 |
 | Shiva's Guard | 3 | 3.85% | 37.3 | 66.67% | +17.34% | -66.67% | 0.00% | 0.00% | 43:58 | 40:30 | 40:30 | 41:17 | 50:06 | 50:06 | 09:36 | 07:06 |
 | Headdress | 4 | 5.13% | 35.3 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 24:36 | 12:31 | 12:31 | 16:24 | 19:53 | 49:35 | 07:22 | 05:27 |
 | Pipe of Insight | 4 | 5.13% | 33.3 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 25:55 | 15:33 | 15:33 | 16:24 | 21:50 | 49:52 | 06:17 | 04:39 |
 | Lotus Orb | 4 | 5.13% | 31.4 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 39:58 | 32:37 | 32:37 | 33:58 | 44:12 | 49:06 | 11:35 | 08:34 |
 | Meteor Hammer | 1 | 1.28% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 1.28% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.28% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.28% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Nullifier | 2 | 2.56% | 21.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 45:15 | 38:51 | 38:51 | 51:38 | 51:38 | 51:38 | 12:47 | 09:28 |
 | Boots of Travel 2 | 2 | 2.56% | 19.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 48:27 | 47:46 | 47:46 | 49:08 | 49:08 | 49:08 | 01:22 | 01:00 |
 | Buckler | 2 | 2.56% | 17.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 34:06 | 31:23 | 31:23 | 36:49 | 36:49 | 36:49 | 05:26 | 04:01 |
 | Aghanim's Blessing | 2 | 2.56% | 15.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 54:47 | 52:07 | 52:07 | 57:26 | 57:26 | 57:26 | 05:19 | 03:56 |
 | Aether Lens | 3 | 3.85% | 13.7 | 33.33% | -17.34% | -33.33% | 0.00% | 0.00% | 26:47 | 23:32 | 23:32 | 26:32 | 30:16 | 30:16 | 06:44 | 04:59 |
 | Soul Ring | 3 | 3.85% | 11.8 | 33.33% | -17.34% | -33.33% | 0.00% | 0.00% | 16:34 | 08:25 | 08:25 | 16:27 | 24:50 | 24:50 | 16:25 | 12:09 |
 | Aeon Disk | 1 | 1.28% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 46:51 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.28% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 1.28% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 00:00 | 00:00 |
 | Wraith Band | 2 | 2.56% | 3.9 | 0.00% | -51.32% | 0.00% | 0.00% | 0.00% | 17:23 | 01:36 | 01:36 | 33:09 | 33:09 | 33:09 | 31:33 | 23:22 |
 | Ghost Scepter | 1 | 1.28% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 00:00 | 00:00 |