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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 | |
 | Kaya and Sange | 25 | 30.12% | 100.0 | 76.00% | +32.90% | +7.33% | +7.33% | 0.00% | 26:19 | 15:09 | 22:12 | 25:47 | 29:45 | 42:25 | 07:33 | 05:35 |
 | Kaya | 30 | 36.14% | 98.1 | 73.33% | +31.82% | +1.67% | -1.90% | -0.37% | 24:06 | 14:48 | 19:43 | 22:15 | 29:21 | 41:56 | 09:38 | 07:08 |
 | Sange | 28 | 33.73% | 96.2 | 71.43% | +27.79% | -14.29% | +14.28% | 4.44% | 24:52 | 11:28 | 21:13 | 23:39 | 27:39 | 46:05 | 06:26 | 04:45 |
 | Void Stone | 23 | 27.71% | 94.3 | 69.57% | +22.90% | -19.57% | +13.76% | 5.67% | 35:23 | 25:23 | 31:03 | 34:31 | 36:56 | 51:06 | 05:53 | 04:21 |
 | Magic Stick | 75 | 90.36% | 92.5 | 56.00% | +31.00% | -3.37% | +12.42% | 3.26% | 03:09 | -01:29 | -01:29 | 02:21 | 06:20 | 11:38 | 07:49 | 05:47 |
 | Black King Bar | 76 | 91.57% | 90.6 | 55.26% | +26.69% | +7.90% | -2.63% | -2.39% | 19:55 | 13:50 | 16:52 | 18:54 | 21:16 | 44:59 | 04:24 | 03:15 |
 | Magic Wand | 70 | 84.34% | 88.7 | 55.71% | +17.25% | -16.82% | +3.11% | 4.90% | 07:55 | -01:29 | 05:39 | 07:56 | 09:43 | 24:32 | 04:04 | 03:00 |
 | Wind Lace | 61 | 73.49% | 86.8 | 55.74% | +10.29% | -2.41% | -15.74% | -3.06% | 05:13 | -01:29 | 03:21 | 04:49 | 07:42 | 12:06 | 04:21 | 03:13 |
 | Quelling Blade | 41 | 49.40% | 84.9 | 58.54% | +10.92% | +1.46% | +1.46% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Phase Boots | 68 | 81.93% | 83.0 | 54.41% | +7.74% | +22.06% | -19.12% | -19.01% | 07:49 | 04:37 | 06:32 | 07:28 | 08:42 | 13:16 | 02:10 | 01:36 |
 | Chainmail | 68 | 81.93% | 81.1 | 54.41% | +7.74% | -1.47% | -19.12% | -7.51% | 06:42 | 03:28 | 05:20 | 06:15 | 07:41 | 12:56 | 02:21 | 01:44 |
 | Boots of Speed | 83 | 100.00% | 79.2 | 53.01% | +53.01% | +4.13% | -0.63% | -2.32% | 03:45 | -01:29 | 02:31 | 03:28 | 04:34 | 11:25 | 02:03 | 01:31 |
 | Shiva's Guard | 16 | 19.28% | 77.4 | 68.75% | +19.50% | +6.25% | +6.25% | 0.00% | 37:15 | 27:42 | 30:47 | 37:28 | 41:45 | 49:08 | 10:58 | 08:07 |
 | Blink Dagger | 54 | 65.06% | 75.5 | 53.70% | +1.98% | +3.44% | -15.24% | -2.17% | 27:13 | 16:56 | 22:47 | 25:27 | 31:23 | 55:31 | 08:36 | 06:22 |
 | Bottle | 21 | 25.30% | 73.6 | 61.90% | +11.90% | +18.10% | -21.90% | -40.00% | 01:48 | 00:58 | 01:19 | 01:28 | 01:43 | 07:49 | 00:24 | 00:17 |
 | Aghanim's Scepter | 15 | 18.07% | 71.7 | 66.67% | +16.67% | -16.67% | +8.33% | 3.81% | 32:24 | 25:17 | 25:57 | 31:08 | 32:31 | 54:45 | 06:34 | 04:51 |
 | Ring of Health | 28 | 33.73% | 69.8 | 57.14% | +6.23% | -14.28% | +14.29% | 0.93% | 22:54 | 02:27 | 04:33 | 28:54 | 35:10 | 51:06 | 30:37 | 22:40 |
 | Bracer | 24 | 28.92% | 67.9 | 58.33% | +7.48% | +8.34% | -8.33% | -9.01% | 02:43 | -01:29 | 01:47 | 02:27 | 03:38 | 09:11 | 01:51 | 01:22 |
 | Linken's Sphere | 6 | 7.23% | 66.0 | 83.33% | +32.68% | +16.67% | +16.67% | 0.00% | 36:55 | 32:37 | 33:52 | 34:33 | 41:36 | 43:02 | 07:44 | 05:43 |
 | Arcane Boots | 9 | 10.84% | 64.2 | 66.67% | +15.32% | -16.67% | -16.67% | 0.00% | 15:32 | 11:17 | 11:36 | 12:36 | 12:49 | 41:04 | 01:13 | 00:54 |
 | Falcon Blade | 7 | 8.43% | 62.3 | 71.43% | +20.11% | +28.57% | -71.43% | -37.97% | 12:21 | 07:54 | 08:56 | 11:07 | 11:34 | 23:26 | 02:38 | 01:57 |
 | Ring of Protection | 33 | 39.76% | 60.4 | 45.45% | -12.55% | +4.55% | +17.05% | 1.62% | 07:51 | -01:29 | 02:28 | 06:55 | 10:12 | 36:53 | 07:44 | 05:43 |
 | Soul Ring | 30 | 36.14% | 58.5 | 43.33% | -15.16% | -18.33% | -0.47% | 4.78% | 09:38 | 03:11 | 06:47 | 08:16 | 10:31 | 36:53 | 03:44 | 02:45 |
 | Aghanim's Shard | 25 | 30.12% | 56.6 | 44.00% | -12.90% | +22.67% | +22.67% | 0.00% | 28:55 | 16:33 | 23:32 | 27:05 | 32:08 | 54:12 | 08:36 | 06:22 |
 | Hood of Defiance | 6 | 7.23% | 54.7 | 66.67% | +14.72% | +33.33% | +33.33% | 0.00% | 10:07 | 07:52 | 08:06 | 08:27 | 13:28 | 13:37 | 05:22 | 03:58 |
 | Fluffy Hat | 9 | 10.84% | 52.8 | 55.56% | +2.86% | -5.56% | -55.56% | -3.55% | 13:00 | 02:58 | 07:08 | 09:47 | 21:12 | 25:23 | 14:04 | 10:25 |
 | Scythe of Vyse | 4 | 4.82% | 50.9 | 75.00% | +23.10% | +25.00% | +25.00% | 0.00% | 39:34 | 32:26 | 32:26 | 37:41 | 43:02 | 45:08 | 10:36 | 07:51 |
 | Overwhelming Blink | 4 | 4.82% | 49.1 | 75.00% | +23.10% | +25.00% | +25.00% | 0.00% | 43:30 | 35:12 | 35:12 | 36:05 | 49:29 | 53:13 | 14:17 | 10:34 |
 | Buckler | 2 | 2.41% | 47.2 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 33:54 | 32:50 | 32:50 | 34:58 | 34:58 | 34:58 | 02:08 | 01:34 |
 | Refresher Orb | 8 | 9.64% | 45.3 | 50.00% | -3.33% | 0.00% | -50.00% | -3.96% | 39:50 | 28:54 | 32:37 | 37:18 | 45:15 | 51:53 | 12:38 | 09:21 |
 | Lotus Orb | 5 | 6.02% | 43.4 | 60.00% | +7.44% | -60.00% | +40.00% | 0.00% | 35:51 | 30:37 | 30:37 | 34:42 | 35:19 | 44:24 | 04:42 | 03:28 |
 | Morbid Mask | 1 | 1.20% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.20% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 1.20% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 08:03 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.20% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 23:45 | 00:00 | 00:00 |
 | Wind Waker | 1 | 1.20% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:49 | 53:49 | 53:49 | 53:49 | 53:49 | 53:49 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.20% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.20% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 50:06 | 00:00 | 00:00 |
 | Yasha | 1 | 1.20% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.20% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 2.41% | 24.5 | 50.00% | -3.09% | -50.00% | 0.00% | 0.00% | 21:59 | 11:07 | 11:07 | 32:50 | 32:50 | 32:50 | 21:43 | 16:05 |
 | Ghost Scepter | 2 | 2.41% | 22.6 | 50.00% | -3.09% | -50.00% | 0.00% | 0.00% | 31:42 | 23:57 | 23:57 | 39:26 | 39:26 | 39:26 | 15:29 | 11:28 |
 | Urn of Shadows | 2 | 2.41% | 20.8 | 50.00% | -3.09% | -50.00% | 0.00% | 0.00% | 10:52 | 09:44 | 09:44 | 12:00 | 12:00 | 12:00 | 02:16 | 01:40 |
 | Eul's Scepter of Divinity | 2 | 2.41% | 18.9 | 50.00% | -3.09% | -50.00% | 0.00% | 0.00% | 41:55 | 36:59 | 36:59 | 46:50 | 46:50 | 46:50 | 09:51 | 07:17 |
 | Heaven's Halberd | 2 | 2.41% | 17.0 | 50.00% | -3.09% | -50.00% | 0.00% | 0.00% | 38:57 | 31:25 | 31:25 | 46:28 | 46:28 | 46:28 | 15:03 | 11:08 |
 | Aeon Disk | 3 | 3.61% | 15.1 | 33.33% | -20.42% | +66.67% | 0.00% | 0.00% | 45:55 | 36:24 | 36:24 | 49:26 | 51:54 | 51:54 | 15:30 | 11:28 |
 | Tranquil Boots | 5 | 6.02% | 13.2 | 20.00% | -35.13% | -20.00% | -20.00% | 0.00% | 09:18 | 06:11 | 06:11 | 08:06 | 08:21 | 16:14 | 02:10 | 01:36 |
 | Helm of Iron Will | 1 | 1.20% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 2.41% | 9.4 | 0.00% | -54.32% | 0.00% | 0.00% | 0.00% | 33:40 | 29:43 | 29:43 | 37:37 | 37:37 | 37:37 | 07:54 | 05:51 |
 | Force Staff | 2 | 2.41% | 7.5 | 0.00% | -54.32% | 0.00% | 0.00% | 0.00% | 27:24 | 27:22 | 27:22 | 27:25 | 27:25 | 27:25 | 00:03 | 00:02 |
 | Vanguard | 1 | 1.20% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.20% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.20% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 |