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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 | |
 | Void Stone | 38 | 19.49% | 100.0 | 78.95% | +31.18% | +11.05% | -1.17% | -1.44% | 31:11 | 17:57 | 25:53 | 29:50 | 34:22 | 51:36 | 08:29 | 06:17 |
 | Eul's Scepter of Divinity | 27 | 13.85% | 98.5 | 81.48% | +32.08% | +18.52% | +4.23% | -1.71% | 32:26 | 23:28 | 27:09 | 31:06 | 35:31 | 51:26 | 08:22 | 06:11 |
 | Magic Wand | 118 | 60.51% | 96.9 | 58.47% | +11.72% | +11.53% | +3.60% | -1.31% | 09:01 | -01:29 | 05:40 | 08:29 | 11:42 | 21:28 | 06:02 | 04:28 |
 | Wind Lace | 130 | 66.67% | 95.4 | 56.92% | +9.23% | +6.72% | +2.46% | -0.85% | 06:32 | -01:29 | 03:16 | 05:26 | 08:16 | 29:24 | 05:00 | 03:42 |
 | Magic Stick | 177 | 90.77% | 93.8 | 55.37% | +16.48% | +3.72% | -9.92% | -2.88% | 04:10 | -01:29 | 01:50 | 02:57 | 06:34 | 32:17 | 04:44 | 03:30 |
 | Tranquil Boots | 94 | 48.21% | 92.3 | 58.51% | +9.01% | -16.84% | -1.99% | 3.59% | 08:38 | 03:00 | 05:36 | 07:15 | 09:44 | 29:51 | 04:08 | 03:03 |
 | Moon Shard | 14 | 7.18% | 90.8 | 78.57% | +26.64% | -3.57% | -45.24% | -2.57% | 25:46 | 13:51 | 16:07 | 24:57 | 32:20 | 49:04 | 16:13 | 12:00 |
 | Force Staff | 74 | 37.95% | 89.2 | 59.46% | +9.05% | +8.96% | -15.02% | -4.28% | 27:52 | 19:33 | 25:05 | 27:02 | 30:41 | 39:42 | 05:36 | 04:08 |
 | Fluffy Hat | 84 | 43.08% | 87.7 | 58.33% | +7.88% | -1.19% | -10.71% | -1.52% | 22:50 | 09:28 | 18:48 | 22:32 | 25:04 | 34:31 | 06:16 | 04:38 |
 | Boots of Speed | 195 | 100.00% | 86.2 | 53.85% | +53.85% | +1.25% | +5.33% | 1.22% | 02:37 | -01:30 | -01:29 | 03:24 | 04:50 | 09:50 | 06:19 | 04:40 |
 | Blink Dagger | 193 | 98.97% | 84.6 | 53.37% | -46.63% | -1.29% | -3.37% | -0.40% | 15:58 | 08:32 | 13:01 | 16:12 | 18:12 | 30:14 | 05:11 | 03:50 |
 | Power Treads | 61 | 31.28% | 83.1 | 59.02% | +7.53% | +14.31% | -5.69% | -6.19% | 08:28 | 04:18 | 06:10 | 07:07 | 09:24 | 24:34 | 03:14 | 02:23 |
 | Aghanim's Shard | 35 | 17.95% | 81.5 | 60.00% | +7.50% | +28.89% | -26.67% | -5.03% | 24:35 | 15:01 | 17:00 | 24:10 | 28:03 | 45:51 | 11:03 | 08:11 |
 | Quelling Blade | 83 | 42.56% | 80.0 | 53.01% | -1.45% | +13.66% | -14.91% | 0.00% | -00:34 | -01:29 | -01:29 | -01:29 | -01:29 | 13:10 | 00:00 | 00:00 |
 | Ring of Protection | 43 | 22.05% | 78.5 | 55.81% | +2.52% | -10.36% | -1.26% | 0.67% | 12:57 | -01:29 | 05:12 | 08:45 | 18:47 | 40:24 | 13:35 | 10:03 |
 | Lotus Orb | 7 | 3.59% | 76.9 | 85.71% | +33.05% | -35.71% | +14.29% | 6.20% | 35:43 | 26:37 | 30:13 | 37:21 | 38:17 | 41:45 | 08:04 | 05:58 |
 | Black King Bar | 63 | 32.31% | 75.4 | 52.38% | -2.17% | +16.37% | -2.38% | -4.55% | 26:43 | 19:56 | 24:04 | 25:30 | 28:11 | 44:23 | 04:07 | 03:02 |
 | Echo Sabre | 67 | 34.36% | 73.8 | 50.75% | -4.72% | +37.49% | -27.22% | -20.43% | 18:26 | 10:35 | 17:02 | 18:38 | 20:12 | 28:19 | 03:10 | 02:20 |
 | Ring of Health | 9 | 4.62% | 72.3 | 77.78% | +25.09% | -27.78% | +22.22% | 5.26% | 33:01 | 25:02 | 27:37 | 34:13 | 37:07 | 38:15 | 09:30 | 07:02 |
 | Crystalys | 23 | 11.79% | 70.8 | 60.87% | +7.96% | +39.13% | -44.20% | -8.17% | 31:36 | 22:04 | 26:09 | 29:51 | 36:21 | 46:37 | 10:12 | 07:33 |
 | Silver Edge | 17 | 8.72% | 69.2 | 64.71% | +11.90% | +10.29% | -39.71% | -4.42% | 33:39 | 23:07 | 28:06 | 33:19 | 39:25 | 46:42 | 11:19 | 08:22 |
 | Bottle | 62 | 31.79% | 67.7 | 50.00% | -5.64% | +12.50% | +3.33% | -9.17% | 01:41 | 00:50 | 01:25 | 01:37 | 01:43 | 05:54 | 00:18 | 00:13 |
 | Wind Waker | 4 | 2.05% | 66.2 | 100.00% | +47.12% | 0.00% | 0.00% | 0.00% | 47:28 | 35:52 | 35:52 | 42:49 | 51:26 | 59:44 | 15:34 | 11:31 |
 | Soul Ring | 31 | 15.90% | 64.6 | 54.84% | +1.18% | -4.84% | +7.66% | 5.81% | 09:46 | 04:54 | 07:46 | 09:06 | 09:55 | 18:48 | 02:09 | 01:35 |
 | Shadow Blade | 28 | 14.36% | 63.1 | 53.57% | -0.32% | +17.86% | -10.71% | -3.90% | 31:37 | 19:24 | 27:16 | 30:53 | 34:35 | 46:18 | 07:19 | 05:25 |
 | Aghanim's Scepter | 11 | 5.64% | 61.5 | 63.64% | +10.38% | +36.36% | -30.31% | -11.30% | 26:57 | 20:11 | 23:13 | 26:42 | 29:07 | 32:46 | 05:54 | 04:22 |
 | Aeon Disk | 3 | 1.54% | 60.0 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 36:12 | 31:28 | 31:28 | 34:02 | 43:07 | 43:07 | 11:39 | 08:37 |
 | Assault Cuirass | 5 | 2.56% | 58.5 | 80.00% | +26.84% | +20.00% | -80.00% | 0.00% | 34:01 | 24:52 | 24:52 | 35:28 | 36:52 | 41:03 | 12:00 | 08:53 |
 | Morbid Mask | 10 | 5.13% | 56.9 | 60.00% | +6.49% | +40.00% | +40.00% | 0.00% | 32:49 | 28:54 | 31:15 | 31:31 | 34:41 | 38:18 | 03:26 | 02:32 |
 | Chainmail | 20 | 10.26% | 55.4 | 45.00% | -9.86% | +15.00% | +15.00% | 0.00% | 09:03 | 03:58 | 06:16 | 07:01 | 09:09 | 31:50 | 02:53 | 02:08 |
 | Arcane Boots | 12 | 6.15% | 53.8 | 50.00% | -4.10% | -50.00% | +16.67% | 6.46% | 13:58 | 04:05 | 08:30 | 10:00 | 18:49 | 27:06 | 10:19 | 07:38 |
 | Phase Boots | 19 | 9.74% | 52.3 | 42.11% | -13.00% | -2.11% | -2.11% | 0.00% | 08:37 | 06:05 | 06:47 | 07:59 | 08:57 | 16:57 | 02:10 | 01:36 |
 | Bracer | 4 | 2.05% | 50.8 | 75.00% | +21.60% | -75.00% | +25.00% | 0.00% | 03:21 | 01:30 | 01:30 | 02:31 | 02:33 | 06:51 | 01:03 | 00:46 |
 | Buckler | 10 | 5.13% | 49.2 | 50.00% | -4.05% | +16.67% | 0.00% | -4.79% | 31:22 | 21:09 | 30:55 | 31:29 | 34:24 | 40:24 | 03:29 | 02:34 |
 | Crown | 2 | 1.03% | 47.7 | 100.00% | +46.63% | 0.00% | 0.00% | 0.00% | 27:49 | 26:00 | 26:00 | 29:37 | 29:37 | 29:37 | 03:37 | 02:40 |
 | Glimmer Cape | 2 | 1.03% | 46.2 | 100.00% | +46.63% | 0.00% | 0.00% | 0.00% | 25:54 | 21:25 | 21:25 | 30:23 | 30:23 | 30:23 | 08:58 | 06:38 |
 | Satanic | 3 | 1.54% | 44.6 | 66.67% | +13.02% | +33.33% | 0.00% | 0.00% | 37:07 | 34:05 | 34:05 | 38:29 | 38:48 | 38:48 | 04:43 | 03:29 |
 | Ghost Scepter | 11 | 5.64% | 43.1 | 36.36% | -18.53% | +30.31% | -3.03% | -4.95% | 32:07 | 25:35 | 27:00 | 31:35 | 33:44 | 50:54 | 06:44 | 04:59 |
 | Drum of Endurance | 4 | 2.05% | 41.5 | 50.00% | -3.93% | +50.00% | +50.00% | 0.00% | 27:23 | 23:21 | 23:21 | 24:48 | 30:15 | 31:06 | 06:54 | 05:06 |
 | Hand of Midas | 4 | 2.05% | 40.0 | 50.00% | -3.93% | -50.00% | -50.00% | 0.00% | 15:18 | 12:01 | 12:01 | 14:11 | 17:28 | 17:30 | 05:27 | 04:02 |
 | Overwhelming Blink | 4 | 2.05% | 38.5 | 50.00% | -3.93% | +50.00% | -50.00% | 0.00% | 42:36 | 37:40 | 37:40 | 40:50 | 43:25 | 48:28 | 05:45 | 04:15 |
 | Spirit Vessel | 1 | 0.51% | 36.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.51% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.51% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 0.51% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Dagon | 1 | 0.51% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.51% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 04:01 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.51% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 26:00 | 00:00 | 00:00 |
 | Javelin | 1 | 0.51% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.51% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 |
 | Wraith Band | 5 | 2.56% | 23.1 | 40.00% | -14.21% | -40.00% | +60.00% | 0.00% | -00:06 | -01:29 | -01:29 | -01:22 | 01:42 | 02:09 | 03:11 | 02:21 |
 | Ring of Basilius | 5 | 2.56% | 21.5 | 40.00% | -14.21% | +60.00% | -40.00% | 0.00% | 30:45 | 26:00 | 26:00 | 31:13 | 31:49 | 34:09 | 05:49 | 04:18 |
 | Wraith Pact | 2 | 1.03% | 20.0 | 50.00% | -3.89% | -50.00% | 0.00% | 0.00% | 34:54 | 32:04 | 32:04 | 37:43 | 37:43 | 37:43 | 05:39 | 04:11 |
 | Aether Lens | 2 | 1.03% | 18.5 | 50.00% | -3.89% | +50.00% | 0.00% | 0.00% | 44:21 | 36:50 | 36:50 | 51:51 | 51:51 | 51:51 | 15:01 | 11:07 |
 | Vladmir's Offering | 3 | 1.54% | 16.9 | 33.33% | -20.84% | +66.67% | 0.00% | 0.00% | 31:48 | 31:16 | 31:16 | 31:49 | 32:19 | 32:19 | 01:03 | 00:46 |
 | Daedalus | 4 | 2.05% | 15.4 | 25.00% | -29.45% | +75.00% | -25.00% | 0.00% | 38:13 | 29:45 | 29:45 | 36:56 | 42:43 | 43:27 | 12:58 | 09:36 |
 | Helm of Iron Will | 1 | 0.51% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.51% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Headdress | 1 | 0.51% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Kaya | 1 | 0.51% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.51% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 27:37 | 00:00 | 00:00 |
 | Sange | 1 | 0.51% | 6.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.51% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 43:09 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.51% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 31:26 | 00:00 | 00:00 |
 | Boots of Bearing | 2 | 1.03% | 1.5 | 0.00% | -54.40% | 0.00% | 0.00% | 0.00% | 37:22 | 31:24 | 31:24 | 43:19 | 43:19 | 43:19 | 11:55 | 08:49 |