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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 | 24 | 11.21% | 100.0 | 79.17% | +28.12% | -12.50% | +20.83% | 2.35% | 31:46 | 15:55 | 24:34 | 29:32 | 38:45 | 47:18 | 14:11 | 10:30 |
 | Lotus Orb | 17 | 7.94% | 98.3 | 82.35% | +30.57% | +17.65% | +17.65% | 0.00% | 36:54 | 23:47 | 30:09 | 36:28 | 42:43 | 48:36 | 12:34 | 09:18 |
 | Ring of Health | 31 | 14.49% | 96.6 | 74.19% | +23.37% | +0.81% | +13.31% | 0.82% | 28:05 | 15:58 | 17:54 | 24:59 | 33:13 | 48:35 | 15:19 | 11:20 |
 | Aghanim's Scepter | 31 | 14.49% | 94.9 | 74.19% | +23.37% | +13.31% | -11.69% | -3.71% | 34:54 | 19:52 | 30:03 | 35:15 | 36:47 | 56:28 | 06:44 | 04:59 |
 | Magic Wand | 183 | 85.51% | 93.2 | 57.92% | +25.66% | +11.65% | -7.92% | -4.87% | 11:35 | 02:19 | 09:16 | 11:36 | 13:17 | 30:28 | 04:01 | 02:58 |
 | Tranquil Boots | 182 | 85.05% | 91.5 | 54.95% | +4.95% | -0.60% | -1.62% | -0.25% | 10:17 | 03:41 | 08:00 | 09:57 | 12:07 | 26:22 | 04:07 | 03:02 |
 | Boots of Speed | 214 | 100.00% | 89.8 | 54.21% | +54.21% | -6.06% | +0.51% | 1.99% | 06:02 | -01:29 | 04:46 | 06:29 | 08:04 | 13:31 | 03:18 | 02:26 |
 | Wind Lace | 197 | 92.06% | 88.1 | 54.31% | +1.37% | -3.29% | -1.25% | 0.28% | 04:50 | -01:30 | -01:29 | 05:17 | 08:54 | 36:42 | 10:23 | 07:41 |
 | Magic Stick | 208 | 97.20% | 86.4 | 53.85% | -12.82% | +11.53% | -9.62% | -2.58% | 04:46 | -01:30 | 00:17 | 04:32 | 08:28 | 22:12 | 08:11 | 06:03 |
 | Aghanim's Shard | 83 | 38.79% | 84.7 | 57.83% | +5.92% | +13.60% | -19.73% | -2.84% | 27:37 | 15:02 | 21:11 | 26:34 | 32:56 | 51:47 | 11:45 | 08:42 |
 | Drum of Endurance | 11 | 5.14% | 83.1 | 81.82% | +29.11% | +18.18% | -15.15% | -2.02% | 37:42 | 17:47 | 26:02 | 32:21 | 42:32 | 1:03:04 | 16:30 | 12:13 |
 | Glimmer Cape | 25 | 11.68% | 81.4 | 68.00% | +15.62% | -1.33% | +15.33% | 2.54% | 28:38 | 20:07 | 24:39 | 28:18 | 31:12 | 41:31 | 06:33 | 04:51 |
 | Force Staff | 150 | 70.09% | 79.7 | 52.00% | -7.38% | +16.42% | -14.16% | -4.38% | 25:28 | 15:12 | 21:20 | 24:25 | 28:19 | 46:27 | 06:59 | 05:10 |
 | Fluffy Hat | 168 | 78.50% | 78.0 | 51.19% | -14.03% | +13.10% | -5.95% | -2.98% | 16:07 | 05:27 | 11:37 | 14:23 | 18:00 | 46:23 | 06:23 | 04:43 |
 | Headdress | 10 | 4.67% | 76.3 | 80.00% | +27.06% | -13.33% | +20.00% | 4.11% | 21:51 | 15:42 | 18:37 | 20:48 | 26:44 | 28:24 | 08:07 | 06:00 |
 | Hood of Defiance | 10 | 4.67% | 74.6 | 80.00% | +27.06% | -13.33% | +20.00% | 5.54% | 20:04 | 16:28 | 17:12 | 17:59 | 23:13 | 25:16 | 06:01 | 04:27 |
 | Ring of Protection | 69 | 32.24% | 72.9 | 53.62% | -0.86% | -0.68% | +5.20% | 0.67% | 04:25 | -01:30 | -01:29 | -01:29 | 10:13 | 31:52 | 11:42 | 08:40 |
 | Arcane Boots | 11 | 5.14% | 71.2 | 72.73% | +19.53% | -39.40% | +27.27% | 14.87% | 14:56 | 09:01 | 10:27 | 14:10 | 14:56 | 27:09 | 04:29 | 03:19 |
 | Chainmail | 16 | 7.48% | 69.5 | 62.50% | +8.96% | -37.50% | -12.50% | 3.39% | 17:03 | 09:57 | 11:48 | 14:26 | 19:11 | 36:42 | 07:23 | 05:28 |
 | Black King Bar | 6 | 2.80% | 67.8 | 83.33% | +29.96% | +16.67% | -83.33% | 0.00% | 52:13 | 44:17 | 45:28 | 47:56 | 1:02:14 | 1:03:31 | 16:46 | 12:25 |
 | Blade Mail | 6 | 2.80% | 66.1 | 83.33% | +29.96% | +16.67% | +16.67% | 0.00% | 19:33 | 15:12 | 16:29 | 17:25 | 21:12 | 27:08 | 04:43 | 03:29 |
 | Pipe of Insight | 6 | 2.80% | 64.4 | 83.33% | +29.96% | +16.67% | +16.67% | 0.00% | 26:49 | 21:46 | 25:27 | 26:51 | 28:46 | 30:46 | 03:19 | 02:27 |
 | Ghost Scepter | 29 | 13.55% | 62.7 | 48.28% | -6.86% | +23.15% | +8.86% | -1.29% | 35:59 | 24:39 | 29:23 | 35:07 | 40:30 | 49:51 | 11:07 | 08:14 |
 | Eul's Scepter of Divinity | 3 | 1.40% | 61.0 | 100.00% | +46.45% | 0.00% | 0.00% | 0.00% | 31:39 | 19:29 | 19:29 | 36:52 | 38:36 | 38:36 | 19:07 | 14:09 |
 | Boots of Bearing | 5 | 2.34% | 59.3 | 80.00% | +26.41% | +20.00% | -80.00% | 0.00% | 46:41 | 34:25 | 34:25 | 39:51 | 57:57 | 1:04:38 | 23:32 | 17:25 |
 | Buckler | 12 | 5.61% | 57.6 | 58.33% | +4.37% | +8.34% | -25.00% | -2.11% | 28:19 | 12:45 | 16:05 | 21:31 | 31:52 | 1:01:28 | 15:47 | 11:41 |
 | Urn of Shadows | 21 | 9.81% | 55.9 | 47.62% | -7.30% | +12.38% | -7.62% | -4.14% | 14:44 | 06:52 | 12:09 | 13:50 | 16:59 | 24:01 | 04:50 | 03:34 |
 | Quelling Blade | 20 | 9.35% | 54.2 | 45.00% | -10.15% | -5.00% | +15.00% | 2.14% | 09:59 | -01:29 | -01:28 | 06:42 | 10:50 | 45:18 | 12:18 | 09:06 |
 | Ring of Basilius | 6 | 2.80% | 52.5 | 66.67% | +12.82% | +33.33% | -66.67% | 0.00% | 32:17 | 14:09 | 17:16 | 21:32 | 53:24 | 1:01:28 | 36:08 | 26:45 |
 | Wraith Band | 9 | 4.21% | 50.8 | 55.56% | +1.41% | -5.56% | -5.56% | 0.00% | 28:21 | 12:28 | 13:22 | 27:41 | 34:55 | 50:35 | 21:33 | 15:57 |
 | Boots of Travel | 2 | 0.93% | 49.2 | 100.00% | +46.23% | 0.00% | 0.00% | 0.00% | 47:20 | 42:42 | 42:42 | 51:58 | 51:58 | 51:58 | 09:16 | 06:51 |
 | Aeon Disk | 8 | 3.74% | 47.5 | 50.00% | -4.37% | 0.00% | 0.00% | 0.00% | 49:18 | 34:30 | 44:04 | 49:10 | 50:45 | 1:08:46 | 06:41 | 04:57 |
 | Sange | 12 | 5.61% | 45.8 | 41.67% | -13.28% | -41.67% | +25.00% | 7.12% | 35:07 | 25:15 | 27:42 | 30:54 | 37:04 | 59:37 | 09:22 | 06:56 |
 | Bracer | 9 | 4.21% | 44.1 | 44.44% | -10.19% | +5.56% | +5.56% | 0.00% | 13:25 | 04:45 | 12:35 | 13:56 | 14:15 | 19:02 | 01:40 | 01:14 |
 | Mekansm | 3 | 1.40% | 42.4 | 66.67% | +12.64% | -66.67% | 0.00% | 0.00% | 20:53 | 19:39 | 19:39 | 20:57 | 22:04 | 22:04 | 02:25 | 01:47 |
 | Null Talisman | 3 | 1.40% | 40.7 | 66.67% | +12.64% | +33.33% | 0.00% | 0.00% | 23:45 | 15:03 | 15:03 | 17:40 | 38:31 | 38:31 | 23:28 | 17:22 |
 | Soul Ring | 3 | 1.40% | 39.0 | 66.67% | +12.64% | -66.67% | 0.00% | 0.00% | 19:55 | 14:03 | 14:03 | 17:08 | 28:34 | 28:34 | 14:31 | 10:45 |
 | Heaven's Halberd | 11 | 5.14% | 37.3 | 36.36% | -18.81% | -3.03% | -3.03% | 0.00% | 38:52 | 30:35 | 34:31 | 38:13 | 42:03 | 51:03 | 07:32 | 05:34 |
 | Blink Dagger | 4 | 1.87% | 35.6 | 50.00% | -4.29% | -50.00% | -50.00% | 0.00% | 49:45 | 37:45 | 37:45 | 39:02 | 47:38 | 1:14:34 | 09:53 | 07:19 |
 | Shiva's Guard | 1 | 0.47% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.47% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.47% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 55:15 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.47% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 1:13:30 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.47% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.47% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 43:48 | 00:00 | 00:00 |
 | Vanguard | 5 | 2.34% | 23.7 | 40.00% | -14.55% | -40.00% | -40.00% | 0.00% | 22:02 | 16:44 | 16:44 | 17:55 | 25:23 | 33:13 | 08:39 | 06:24 |
 | Spirit Vessel | 6 | 2.80% | 22.0 | 33.33% | -21.48% | +16.67% | +66.67% | 0.00% | 22:37 | 15:55 | 16:25 | 21:59 | 25:34 | 33:36 | 09:09 | 06:46 |
 | Wraith Pact | 2 | 0.93% | 20.3 | 50.00% | -4.25% | +50.00% | 0.00% | 0.00% | 43:20 | 28:18 | 28:18 | 58:21 | 58:21 | 58:21 | 30:03 | 22:15 |
 | Medallion of Courage | 2 | 0.93% | 18.6 | 50.00% | -4.25% | +50.00% | 0.00% | 0.00% | 33:05 | 29:28 | 29:28 | 36:42 | 36:42 | 36:42 | 07:14 | 05:21 |
 | Linken's Sphere | 2 | 0.93% | 16.9 | 50.00% | -4.25% | +50.00% | 0.00% | 0.00% | 1:03:16 | 55:09 | 55:09 | 1:11:22 | 1:11:22 | 1:11:22 | 16:13 | 12:00 |
 | Crimson Guard | 3 | 1.40% | 15.3 | 33.33% | -21.17% | +66.67% | 0.00% | 0.00% | 33:06 | 24:37 | 24:37 | 34:26 | 40:15 | 40:15 | 15:38 | 11:34 |
 | Vladmir's Offering | 3 | 1.40% | 13.6 | 33.33% | -21.17% | +66.67% | 0.00% | 0.00% | 46:46 | 25:25 | 25:25 | 53:24 | 1:01:28 | 1:01:28 | 36:03 | 26:42 |
 | Phase Boots | 3 | 1.40% | 11.9 | 33.33% | -21.17% | -33.33% | 0.00% | 0.00% | 13:01 | 12:16 | 12:16 | 13:02 | 13:45 | 13:45 | 01:29 | 01:05 |
 | Crown | 3 | 1.40% | 10.2 | 33.33% | -21.17% | +66.67% | 0.00% | 0.00% | 36:07 | 17:17 | 17:17 | 36:42 | 54:23 | 54:23 | 37:06 | 27:28 |
 | Morbid Mask | 3 | 1.40% | 8.5 | 33.33% | -21.17% | +66.67% | 0.00% | 0.00% | 46:03 | 23:17 | 23:17 | 53:24 | 1:01:28 | 1:01:28 | 38:11 | 28:17 |
 | Helm of Iron Will | 3 | 1.40% | 6.8 | 33.33% | -21.17% | +66.67% | 0.00% | 0.00% | 32:11 | 23:17 | 23:17 | 33:02 | 40:15 | 40:15 | 16:58 | 12:34 |
 | Orchid Malevolence | 3 | 1.40% | 5.1 | 33.33% | -21.17% | -33.33% | 0.00% | 0.00% | 26:09 | 20:36 | 20:36 | 27:53 | 29:58 | 29:58 | 09:22 | 06:56 |
 | Blight Stone | 1 | 0.47% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.47% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |