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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 | |
 | Scythe of Vyse | 30 | 5.33% | 100.0 | 80.00% | +35.72% | +7.50% | -22.86% | -2.18% | 45:52 | 31:43 | 38:17 | 42:51 | 52:13 | 1:09:29 | 13:56 | 10:19 |
 | Void Stone | 62 | 11.01% | 98.8 | 67.74% | +24.23% | -17.74% | +5.59% | 1.41% | 33:55 | 07:31 | 25:22 | 35:14 | 41:58 | 1:03:56 | 16:36 | 12:17 |
 | Boots of Bearing | 73 | 12.97% | 97.6 | 65.75% | +22.48% | +6.47% | +6.47% | 0.00% | 28:53 | 18:25 | 23:14 | 28:40 | 34:18 | 42:55 | 11:04 | 08:11 |
 | Glimmer Cape | 97 | 17.23% | 96.4 | 59.79% | +16.44% | +15.21% | -1.46% | -1.58% | 25:06 | 14:30 | 18:57 | 24:07 | 29:32 | 53:34 | 10:35 | 07:50 |
 | Hood of Defiance | 32 | 5.68% | 95.2 | 68.75% | +23.93% | +18.75% | +6.25% | -1.91% | 20:38 | 10:23 | 15:07 | 18:08 | 21:40 | 57:32 | 06:33 | 04:51 |
 | Ring of Health | 73 | 12.97% | 94.0 | 60.27% | +16.19% | -4.71% | -4.71% | 0.00% | 22:37 | 08:21 | 15:52 | 21:11 | 27:20 | 45:21 | 11:28 | 08:29 |
 | Hurricane Pike | 300 | 53.29% | 92.9 | 52.67% | +13.89% | +22.00% | -6.00% | -3.26% | 29:01 | 15:11 | 24:06 | 27:34 | 32:41 | 53:52 | 08:35 | 06:21 |
 | Force Staff | 430 | 76.38% | 91.7 | 50.47% | +18.14% | +7.86% | -1.87% | -1.22% | 24:20 | 12:50 | 19:43 | 23:34 | 27:41 | 53:36 | 07:58 | 05:54 |
 | Dragon Lance | 355 | 63.06% | 90.5 | 50.70% | +12.24% | +12.22% | -3.51% | -1.66% | 23:14 | 10:15 | 17:43 | 21:04 | 27:12 | 47:46 | 09:29 | 07:01 |
 | Black King Bar | 45 | 7.99% | 89.3 | 62.22% | +17.43% | -7.67% | +1.42% | 0.73% | 39:46 | 26:48 | 32:29 | 37:58 | 44:52 | 1:03:30 | 12:23 | 09:10 |
 | Tranquil Boots | 97 | 17.23% | 88.1 | 55.67% | +11.46% | -14.00% | +6.83% | 1.75% | 22:16 | 06:57 | 16:10 | 22:12 | 28:06 | 41:45 | 11:56 | 08:50 |
 | Pipe of Insight | 42 | 7.46% | 86.9 | 61.90% | +16.99% | +1.74% | +8.10% | 0.78% | 26:04 | 16:11 | 21:36 | 25:08 | 29:47 | 42:23 | 08:11 | 06:03 |
 | Fluffy Hat | 494 | 87.74% | 85.7 | 47.57% | +11.34% | +4.04% | -0.42% | -0.42% | 15:28 | -01:29 | 09:35 | 13:25 | 20:09 | 51:43 | 10:34 | 07:49 |
 | Ring of Protection | 55 | 9.77% | 84.5 | 58.18% | +13.30% | -8.18% | +6.11% | 0.46% | 20:35 | -01:29 | 04:22 | 22:49 | 35:24 | 48:21 | 31:02 | 22:59 |
 | Magic Stick | 556 | 98.76% | 83.3 | 46.40% | +17.83% | +1.80% | -2.52% | -1.25% | 02:20 | -01:30 | -01:29 | 01:24 | 04:56 | 23:19 | 06:25 | 04:45 |
 | Boots of Speed | 560 | 99.47% | 82.1 | 46.25% | +12.92% | +4.46% | -1.96% | -2.10% | 06:50 | -01:29 | 04:54 | 06:22 | 07:57 | 36:41 | 03:03 | 02:15 |
 | Magic Wand | 545 | 96.80% | 81.0 | 46.06% | -3.94% | +1.73% | -4.15% | -1.26% | 07:06 | -01:29 | 04:30 | 06:31 | 09:09 | 28:18 | 04:39 | 03:26 |
 | Drum of Endurance | 156 | 27.71% | 79.8 | 50.00% | +5.28% | -1.28% | +8.97% | 1.39% | 18:51 | 09:23 | 13:43 | 15:32 | 21:07 | 55:59 | 07:24 | 05:28 |
 | Linken's Sphere | 13 | 2.31% | 78.6 | 76.92% | +31.47% | +23.08% | -10.25% | 0.00% | 45:09 | 32:39 | 36:15 | 44:51 | 46:14 | 1:11:39 | 09:59 | 07:23 |
 | Power Treads | 346 | 61.46% | 77.4 | 46.53% | +0.91% | +15.54% | -11.65% | -4.86% | 14:59 | 04:12 | 10:44 | 12:45 | 16:20 | 45:14 | 05:36 | 04:08 |
 | Vladmir's Offering | 15 | 2.66% | 76.2 | 73.33% | +27.89% | +1.67% | -23.33% | -3.92% | 39:34 | 18:56 | 35:39 | 40:25 | 42:02 | 48:22 | 06:23 | 04:43 |
 | Headdress | 64 | 11.37% | 75.0 | 54.69% | +9.60% | -29.69% | +20.31% | 4.51% | 21:11 | 08:37 | 14:26 | 19:39 | 25:31 | 41:56 | 11:05 | 08:12 |
 | Wind Lace | 219 | 38.90% | 73.8 | 47.49% | +2.14% | +1.60% | +17.96% | 1.68% | 14:48 | -01:29 | 07:56 | 11:47 | 17:42 | 1:06:02 | 09:46 | 07:14 |
 | Holy Locket | 12 | 2.13% | 72.6 | 75.00% | +29.45% | -8.33% | -8.33% | 0.00% | 29:38 | 18:20 | 24:29 | 29:30 | 33:57 | 39:59 | 09:28 | 07:00 |
 | Lotus Orb | 16 | 2.84% | 71.4 | 68.75% | +23.23% | +31.25% | -18.75% | -5.35% | 35:35 | 26:10 | 29:44 | 36:05 | 39:05 | 50:33 | 09:21 | 06:55 |
 | Buckler | 33 | 5.86% | 70.2 | 57.58% | +12.11% | -7.58% | -7.58% | 0.00% | 32:39 | 03:53 | 24:54 | 34:28 | 40:30 | 48:21 | 15:36 | 11:33 |
 | Assault Cuirass | 7 | 1.24% | 69.0 | 85.71% | +40.03% | +14.29% | -35.71% | 0.00% | 38:46 | 30:49 | 35:04 | 36:22 | 37:56 | 48:25 | 02:52 | 02:07 |
 | Aghanim's Shard | 47 | 8.35% | 67.9 | 51.06% | +5.32% | -1.06% | -17.73% | -1.65% | 26:20 | 15:01 | 17:51 | 22:38 | 27:56 | 1:11:49 | 10:05 | 07:28 |
 | Morbid Mask | 13 | 2.31% | 66.7 | 69.23% | +23.59% | -2.56% | -2.56% | 0.00% | 39:12 | 17:45 | 34:29 | 40:25 | 46:11 | 48:22 | 11:42 | 08:40 |
 | Cornucopia | 22 | 3.91% | 65.5 | 59.09% | +13.43% | -9.09% | -19.09% | -0.46% | 32:16 | 14:25 | 19:24 | 31:13 | 41:07 | 1:11:39 | 21:43 | 16:05 |
 | Arcane Boots | 20 | 3.55% | 64.3 | 60.00% | +14.33% | 0.00% | 0.00% | 0.00% | 23:58 | 10:17 | 19:09 | 21:36 | 28:14 | 40:16 | 09:05 | 06:43 |
 | Ring of Basilius | 18 | 3.20% | 63.1 | 61.11% | +15.42% | -1.11% | -11.11% | -0.88% | 33:29 | 01:22 | 34:07 | 38:02 | 45:30 | 48:21 | 11:23 | 08:25 |
 | Moon Shard | 28 | 4.97% | 61.9 | 53.57% | +7.78% | +17.86% | -25.00% | -3.74% | 42:47 | 28:19 | 35:28 | 39:05 | 46:56 | 1:05:56 | 11:28 | 08:29 |
 | Medallion of Courage | 54 | 9.59% | 60.7 | 46.30% | +0.13% | -3.44% | -7.84% | -0.34% | 20:08 | 05:41 | 13:49 | 20:59 | 26:44 | 36:26 | 12:55 | 09:34 |
 | Wraith Band | 75 | 13.32% | 59.5 | 42.67% | -4.05% | +20.49% | -21.62% | -4.81% | 24:00 | -01:29 | 20:24 | 25:37 | 29:09 | 39:52 | 08:45 | 06:28 |
 | Blight Stone | 108 | 19.18% | 58.3 | 39.81% | -7.88% | -2.77% | +4.63% | 0.46% | 08:49 | -01:29 | -01:29 | -01:21 | 17:37 | 36:26 | 19:06 | 14:08 |
 | Crown | 43 | 7.64% | 57.1 | 46.51% | +0.36% | -10.15% | +8.04% | 1.46% | 21:28 | 06:22 | 14:49 | 20:55 | 27:17 | 35:39 | 12:28 | 09:14 |
 | Solar Crest | 43 | 7.64% | 56.0 | 46.51% | +0.36% | -28.33% | +8.04% | 4.10% | 24:15 | 10:36 | 19:31 | 24:51 | 28:23 | 36:01 | 08:52 | 06:34 |
 | Chainmail | 78 | 13.85% | 54.8 | 41.03% | -5.98% | -6.03% | +1.08% | 0.51% | 20:21 | 04:05 | 13:05 | 19:17 | 27:00 | 47:28 | 13:55 | 10:18 |
 | Quelling Blade | 18 | 3.20% | 53.6 | 55.56% | +9.69% | +4.44% | +19.44% | 0.81% | 11:22 | -01:29 | -01:22 | 07:14 | 19:51 | 38:47 | 21:13 | 15:42 |
 | Mage Slayer | 11 | 1.95% | 52.4 | 63.64% | +17.81% | -30.31% | +3.03% | 0.00% | 33:33 | 20:19 | 23:16 | 28:05 | 43:32 | 57:48 | 20:16 | 15:00 |
 | Aghanim's Scepter | 39 | 6.93% | 51.2 | 43.59% | -2.78% | +6.41% | +6.41% | 0.00% | 35:26 | 15:16 | 28:58 | 34:02 | 40:08 | 1:37:53 | 11:10 | 08:16 |
 | Heaven's Halberd | 9 | 1.60% | 50.0 | 66.67% | +20.82% | +33.33% | +33.33% | 0.00% | 36:14 | 27:01 | 30:12 | 37:26 | 39:43 | 42:42 | 09:31 | 07:02 |
 | Sange | 12 | 2.13% | 48.8 | 58.33% | +12.41% | +41.67% | +8.34% | 0.00% | 34:21 | 21:54 | 31:59 | 33:48 | 38:53 | 41:21 | 06:54 | 05:06 |
 | Witch Blade | 12 | 2.13% | 47.6 | 58.33% | +12.41% | +41.67% | -58.33% | 0.00% | 34:14 | 17:57 | 29:55 | 31:57 | 38:37 | 47:28 | 08:42 | 06:26 |
 | Bottle | 3 | 0.53% | 46.4 | 100.00% | +54.11% | 0.00% | 0.00% | 0.00% | 31:12 | 29:12 | 29:12 | 30:06 | 34:17 | 34:17 | 05:05 | 03:45 |
 | Orchid Malevolence | 15 | 2.66% | 45.2 | 53.33% | +7.34% | -3.33% | -28.33% | -2.00% | 25:38 | 14:25 | 18:49 | 21:06 | 31:18 | 41:23 | 12:29 | 09:14 |
 | Ghost Scepter | 18 | 3.20% | 44.0 | 50.00% | +3.94% | -10.00% | -25.00% | -1.89% | 35:59 | 22:59 | 27:22 | 31:33 | 35:18 | 1:21:14 | 07:56 | 05:52 |
 | Null Talisman | 8 | 1.42% | 42.9 | 62.50% | +16.55% | +37.50% | +37.50% | 0.00% | 10:42 | 02:35 | 02:36 | 05:21 | 18:27 | 26:39 | 15:51 | 11:44 |
 | Bracer | 11 | 1.95% | 41.7 | 54.55% | +8.54% | +45.45% | -54.55% | 0.00% | 17:09 | 07:47 | 10:12 | 16:57 | 18:42 | 30:54 | 08:30 | 06:17 |
 | Diadem | 6 | 1.07% | 40.5 | 66.67% | +20.71% | -16.67% | +33.33% | 0.00% | 28:29 | 11:53 | 25:29 | 28:28 | 33:08 | 39:34 | 07:39 | 05:40 |
 | Wraith Pact | 6 | 1.07% | 39.3 | 66.67% | +20.71% | +33.33% | +33.33% | 0.00% | 45:52 | 36:43 | 42:10 | 42:37 | 50:13 | 54:42 | 08:03 | 05:57 |
 | Kaya | 2 | 0.36% | 38.1 | 100.00% | +54.01% | 0.00% | 0.00% | 0.00% | 40:34 | 33:00 | 33:00 | 48:07 | 48:07 | 48:07 | 15:07 | 11:11 |
 | Yasha | 2 | 0.36% | 36.9 | 100.00% | +54.01% | 0.00% | 0.00% | 0.00% | 31:29 | 30:34 | 30:34 | 32:23 | 32:23 | 32:23 | 01:49 | 01:20 |
 | Eul's Scepter of Divinity | 2 | 0.36% | 35.7 | 100.00% | +54.01% | 0.00% | 0.00% | 0.00% | 49:11 | 32:04 | 32:04 | 1:06:17 | 1:06:17 | 1:06:17 | 34:13 | 25:20 |
 | Heart of Tarrasque | 2 | 0.36% | 34.5 | 100.00% | +54.01% | 0.00% | 0.00% | 0.00% | 42:04 | 25:02 | 25:02 | 59:06 | 59:06 | 59:06 | 34:04 | 25:14 |
 | Javelin | 20 | 3.55% | 33.3 | 35.00% | -11.59% | +5.00% | -15.00% | -1.67% | 41:13 | 24:58 | 34:44 | 41:40 | 46:41 | 50:31 | 11:57 | 08:51 |
 | Bloodthorn | 5 | 0.89% | 32.1 | 60.00% | +13.94% | +40.00% | -60.00% | 0.00% | 43:26 | 33:31 | 33:31 | 41:38 | 48:12 | 57:56 | 14:41 | 10:52 |
 | Monkey King Bar | 17 | 3.02% | 31.0 | 35.29% | -11.23% | +14.71% | -35.29% | -3.82% | 42:58 | 26:34 | 36:45 | 42:59 | 49:50 | 52:09 | 13:05 | 09:41 |
 | Pavise | 9 | 1.60% | 29.8 | 44.44% | -1.77% | -44.44% | +5.56% | 0.00% | 12:10 | 09:23 | 09:50 | 11:35 | 13:03 | 16:59 | 03:13 | 02:22 |
 | Helm of Iron Will | 6 | 1.07% | 28.6 | 50.00% | +3.86% | 0.00% | +50.00% | 0.00% | 20:38 | 13:25 | 15:55 | 16:10 | 25:27 | 27:33 | 09:32 | 07:03 |
 | Crimson Guard | 6 | 1.07% | 27.4 | 50.00% | +3.86% | 0.00% | +50.00% | 0.00% | 23:13 | 15:59 | 17:18 | 20:09 | 28:37 | 30:33 | 11:19 | 08:22 |
 | Vanguard | 6 | 1.07% | 26.2 | 50.00% | +3.86% | 0.00% | -50.00% | 0.00% | 18:29 | 11:55 | 13:31 | 14:11 | 23:38 | 26:56 | 10:07 | 07:29 |
 | Boots of Travel | 3 | 0.53% | 25.0 | 66.67% | +20.60% | -66.67% | 0.00% | 0.00% | 51:50 | 40:07 | 40:07 | 54:38 | 60:44 | 60:44 | 20:37 | 15:16 |
 | Hand of Midas | 4 | 0.71% | 23.8 | 50.00% | +3.85% | +50.00% | +50.00% | 0.00% | 21:06 | 12:30 | 12:30 | 18:12 | 19:29 | 34:11 | 06:59 | 05:10 |
 | Urn of Shadows | 1 | 0.18% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 0.18% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.18% | 20.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 21:52 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.18% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 21:22 | 00:00 | 00:00 |
 | Dagon | 1 | 0.18% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 26:39 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 0.18% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:28 | 60:28 | 60:28 | 60:28 | 60:28 | 60:28 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.18% | 15.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.18% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.18% | 13.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:36 | 1:07:36 | 1:07:36 | 1:07:36 | 1:07:36 | 1:07:36 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 0.36% | 11.9 | 50.00% | +3.83% | -50.00% | 0.00% | 0.00% | 33:29 | 32:16 | 32:16 | 34:41 | 34:41 | 34:41 | 02:25 | 01:47 |
 | Crystalys | 2 | 0.36% | 10.7 | 50.00% | +3.83% | +50.00% | 0.00% | 0.00% | 48:08 | 40:30 | 40:30 | 55:46 | 55:46 | 55:46 | 15:16 | 11:18 |
 | Aeon Disk | 2 | 0.36% | 9.5 | 50.00% | +3.83% | -50.00% | 0.00% | 0.00% | 37:44 | 37:39 | 37:39 | 37:48 | 37:48 | 37:48 | 00:09 | 00:06 |
 | Blink Dagger | 3 | 0.53% | 8.3 | 33.33% | -12.92% | -33.33% | 0.00% | 0.00% | 42:26 | 33:02 | 33:02 | 34:14 | 60:03 | 60:03 | 27:01 | 20:00 |
 | Mekansm | 14 | 2.49% | 7.1 | 14.29% | -32.70% | -14.29% | +19.04% | 6.69% | 19:23 | 14:03 | 14:35 | 16:11 | 19:34 | 38:43 | 04:59 | 03:41 |
 | Guardian Greaves | 4 | 0.71% | 6.0 | 25.00% | -21.33% | -25.00% | -25.00% | 0.00% | 25:36 | 20:12 | 20:12 | 26:38 | 27:21 | 28:14 | 07:09 | 05:17 |
 | Falcon Blade | 6 | 1.07% | 4.8 | 16.67% | -29.83% | -16.67% | +83.33% | 0.00% | 10:12 | 04:40 | 05:26 | 06:39 | 13:53 | 22:59 | 08:27 | 06:15 |
 | Overwhelming Blink | 1 | 0.18% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 1:07:44 | 00:00 | 00:00 |
 | Aghanim's Blessing | 3 | 0.53% | 2.4 | 0.00% | -46.43% | 0.00% | 0.00% | 0.00% | 1:17:47 | 57:47 | 57:47 | 1:17:40 | 1:37:53 | 1:37:53 | 40:06 | 29:42 |
 | Boots of Travel 2 | 2 | 0.36% | 1.2 | 0.00% | -46.35% | 0.00% | 0.00% | 0.00% | 1:26:14 | 1:22:37 | 1:22:37 | 1:29:50 | 1:29:50 | 1:29:50 | 07:13 | 05:20 |