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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 | |
 | Assault Cuirass | 89 | 39.04% | 100.0 | 70.79% | +19.71% | +1.94% | +1.94% | 0.00% | 30:26 | 18:53 | 26:16 | 29:51 | 33:46 | 55:46 | 07:30 | 05:33 |
 | Boots of Bearing | 76 | 33.33% | 98.5 | 71.05% | +18.42% | +13.16% | -2.63% | -1.59% | 30:58 | 18:38 | 25:19 | 29:20 | 35:15 | 53:24 | 09:56 | 07:21 |
 | Ring of Health | 39 | 17.11% | 97.0 | 74.36% | +18.80% | +15.64% | -4.36% | -2.35% | 23:38 | 12:46 | 17:17 | 20:13 | 25:47 | 1:03:50 | 08:30 | 06:17 |
 | Black King Bar | 33 | 14.47% | 95.5 | 75.76% | +19.86% | -38.26% | +11.74% | 4.10% | 33:39 | 20:57 | 25:36 | 31:20 | 37:47 | 53:21 | 12:11 | 09:01 |
 | Aghanim's Shard | 171 | 75.00% | 94.0 | 63.16% | +17.55% | +8.93% | -7.35% | -2.91% | 22:17 | 15:01 | 18:40 | 21:29 | 24:16 | 39:46 | 05:36 | 04:08 |
 | Drum of Endurance | 148 | 64.91% | 92.5 | 62.84% | +11.59% | +10.13% | -8.79% | -2.35% | 19:01 | 07:50 | 14:13 | 18:12 | 22:16 | 53:22 | 08:03 | 05:57 |
 | Scythe of Vyse | 25 | 10.96% | 91.0 | 76.00% | +19.35% | -9.33% | -9.33% | 0.00% | 41:54 | 27:09 | 34:37 | 41:58 | 50:03 | 57:02 | 15:26 | 11:25 |
 | Headdress | 25 | 10.96% | 89.6 | 76.00% | +19.35% | +7.33% | +7.33% | 0.00% | 21:34 | -01:22 | 18:22 | 20:47 | 24:33 | 31:23 | 06:11 | 04:34 |
 | Aghanim's Scepter | 63 | 27.63% | 88.1 | 66.67% | +10.91% | +8.33% | -4.17% | -0.95% | 29:16 | 16:22 | 21:47 | 28:45 | 34:53 | 51:38 | 13:06 | 09:42 |
 | Magic Wand | 184 | 80.70% | 86.6 | 60.33% | +8.06% | +4.89% | -3.81% | -1.28% | 04:56 | -01:29 | 00:54 | 04:20 | 07:42 | 28:13 | 06:48 | 05:02 |
 | Boots of Speed | 227 | 99.56% | 85.1 | 59.03% | +59.03% | -2.89% | +0.62% | 1.13% | 05:50 | -01:29 | 03:47 | 05:01 | 06:53 | 24:06 | 03:06 | 02:17 |
 | Buckler | 209 | 91.67% | 83.6 | 59.33% | +6.70% | -1.64% | +0.29% | 0.53% | 10:41 | 02:06 | 07:23 | 08:41 | 11:02 | 44:01 | 03:39 | 02:42 |
 | Void Stone | 37 | 16.23% | 82.1 | 70.27% | +13.73% | -14.71% | -25.83% | -0.70% | 34:17 | 04:25 | 26:58 | 36:33 | 42:52 | 57:02 | 15:54 | 11:46 |
 | Ring of Protection | 213 | 93.42% | 80.6 | 59.15% | +5.82% | +5.00% | +5.00% | 0.00% | 09:34 | -01:29 | 06:19 | 08:12 | 09:58 | 44:01 | 03:39 | 02:42 |
 | Tranquil Boots | 159 | 69.74% | 79.1 | 60.38% | +5.31% | -0.38% | +4.62% | 0.44% | 12:58 | 03:04 | 06:08 | 07:28 | 17:35 | 52:26 | 11:27 | 08:28 |
 | Wind Lace | 195 | 85.53% | 77.6 | 59.49% | +4.94% | -6.43% | -0.31% | 0.87% | 10:10 | -01:29 | 04:59 | 06:54 | 12:03 | 52:26 | 07:04 | 05:14 |
 | Blight Stone | 64 | 28.07% | 76.1 | 64.06% | +7.35% | -20.31% | -14.06% | 0.89% | 06:53 | -01:29 | -01:29 | 04:34 | 08:31 | 42:49 | 10:00 | 07:24 |
 | Hood of Defiance | 28 | 12.28% | 74.6 | 71.43% | +14.43% | +14.28% | 0.00% | -2.76% | 20:27 | 12:46 | 16:56 | 17:52 | 22:06 | 36:06 | 05:10 | 03:49 |
 | Pipe of Insight | 23 | 10.09% | 73.1 | 73.91% | +16.84% | +26.09% | +9.42% | -3.86% | 24:15 | 19:06 | 20:46 | 23:42 | 25:05 | 32:41 | 04:19 | 03:11 |
 | Magic Stick | 161 | 70.61% | 71.6 | 58.39% | -1.31% | +4.11% | -0.89% | -1.46% | 02:28 | -01:29 | -01:29 | 01:07 | 04:54 | 28:13 | 06:23 | 04:43 |
 | Vladmir's Offering | 189 | 82.89% | 70.1 | 57.67% | -6.43% | +14.67% | -10.86% | -10.64% | 12:55 | 07:47 | 11:08 | 12:15 | 13:32 | 47:06 | 02:24 | 01:46 |
 | Morbid Mask | 189 | 82.89% | 68.7 | 57.67% | -6.43% | +12.54% | -8.73% | -7.73% | 11:50 | 05:40 | 09:58 | 11:08 | 12:43 | 47:06 | 02:45 | 02:02 |
 | Ring of Basilius | 191 | 83.77% | 67.2 | 57.07% | -10.50% | -0.82% | -0.82% | 0.00% | 06:42 | -01:29 | 03:17 | 06:10 | 09:03 | 47:06 | 05:46 | 04:16 |
 | Null Talisman | 120 | 52.63% | 65.7 | 59.17% | +0.84% | -5.84% | -2.50% | 1.95% | 03:04 | -01:29 | 01:39 | 02:13 | 03:22 | 29:01 | 01:43 | 01:16 |
 | Wraith Pact | 164 | 71.93% | 64.2 | 57.32% | -5.18% | +6.09% | -18.30% | -6.94% | 17:12 | 11:37 | 14:56 | 16:02 | 18:27 | 35:02 | 03:31 | 02:36 |
 | Arcane Boots | 5 | 2.19% | 62.7 | 100.00% | +42.15% | 0.00% | 0.00% | 0.00% | 27:28 | 17:43 | 17:43 | 28:01 | 31:42 | 36:48 | 13:59 | 10:21 |
 | Chainmail | 14 | 6.14% | 61.2 | 71.43% | +13.49% | +3.57% | -4.76% | -0.79% | 11:02 | 02:06 | 07:47 | 09:13 | 18:17 | 20:14 | 10:30 | 07:46 |
 | Falcon Blade | 18 | 7.89% | 59.7 | 66.67% | +8.57% | -6.67% | +8.33% | 6.82% | 05:25 | 02:51 | 04:14 | 05:04 | 06:26 | 08:36 | 02:12 | 01:37 |
 | Quelling Blade | 32 | 14.04% | 58.2 | 56.25% | -2.93% | -6.25% | +18.75% | 0.00% | 00:46 | -01:30 | -01:29 | -01:29 | -01:29 | 18:29 | 00:00 | 00:00 |
 | Linken's Sphere | 4 | 1.75% | 56.7 | 100.00% | +41.96% | 0.00% | 0.00% | 0.00% | 43:07 | 31:32 | 31:32 | 32:40 | 38:45 | 1:09:31 | 07:13 | 05:20 |
 | Phase Boots | 4 | 1.75% | 55.2 | 100.00% | +41.96% | 0.00% | 0.00% | 0.00% | 11:24 | 06:35 | 06:35 | 07:36 | 10:41 | 20:45 | 04:06 | 03:02 |
 | Aeon Disk | 4 | 1.75% | 53.7 | 100.00% | +41.96% | 0.00% | 0.00% | 0.00% | 53:51 | 32:37 | 32:37 | 34:57 | 41:54 | 1:45:57 | 09:17 | 06:52 |
 | Fluffy Hat | 28 | 12.28% | 52.2 | 53.57% | -5.93% | +3.57% | -25.00% | -1.74% | 11:35 | 01:01 | 03:08 | 04:58 | 19:34 | 47:23 | 16:26 | 12:10 |
 | Witch Blade | 4 | 1.75% | 50.7 | 75.00% | +16.52% | -75.00% | +25.00% | 0.00% | 11:00 | 08:56 | 08:56 | 10:38 | 11:58 | 12:28 | 03:02 | 02:14 |
 | Lotus Orb | 4 | 1.75% | 49.3 | 75.00% | +16.52% | +25.00% | -75.00% | 0.00% | 29:29 | 22:13 | 22:13 | 24:28 | 24:58 | 46:18 | 02:45 | 02:02 |
 | Aghanim's Blessing | 2 | 0.88% | 47.8 | 100.00% | +41.59% | 0.00% | 0.00% | 0.00% | 1:05:26 | 1:02:00 | 1:02:00 | 1:08:51 | 1:08:51 | 1:08:51 | 06:51 | 05:04 |
 | Wraith Band | 2 | 0.88% | 46.3 | 100.00% | +41.59% | 0.00% | 0.00% | 0.00% | 16:21 | 01:41 | 01:41 | 31:01 | 31:01 | 31:01 | 29:20 | 21:43 |
 | Power Treads | 2 | 0.88% | 44.8 | 100.00% | +41.59% | 0.00% | 0.00% | 0.00% | 13:44 | 07:34 | 07:34 | 19:53 | 19:53 | 19:53 | 12:19 | 09:07 |
 | Orchid Malevolence | 12 | 5.26% | 43.3 | 41.67% | -18.05% | +25.00% | -8.34% | -6.03% | 17:42 | 09:40 | 12:19 | 14:18 | 17:51 | 48:00 | 05:32 | 04:05 |
 | Urn of Shadows | 9 | 3.95% | 41.8 | 44.44% | -14.92% | +55.56% | +5.56% | -7.44% | 10:23 | 03:16 | 04:19 | 08:43 | 11:02 | 26:18 | 06:43 | 04:58 |
 | Medallion of Courage | 6 | 2.63% | 40.3 | 50.00% | -9.01% | +50.00% | -50.00% | 0.00% | 13:29 | 04:37 | 08:53 | 09:49 | 19:29 | 19:49 | 10:36 | 07:51 |
 | Solar Crest | 3 | 1.32% | 38.8 | 66.67% | +8.00% | +33.33% | 0.00% | 0.00% | 18:02 | 10:36 | 10:36 | 21:43 | 21:46 | 21:46 | 11:10 | 08:16 |
 | Bracer | 3 | 1.32% | 37.3 | 66.67% | +8.00% | -66.67% | 0.00% | 0.00% | 03:05 | 02:35 | 02:35 | 03:13 | 03:26 | 03:26 | 00:51 | 00:37 |
 | Force Staff | 8 | 3.51% | 35.8 | 37.50% | -22.05% | +12.50% | -37.50% | -3.96% | 30:03 | 19:34 | 21:58 | 27:37 | 34:36 | 47:23 | 12:38 | 09:21 |
 | Crown | 4 | 1.75% | 34.3 | 50.00% | -8.93% | +50.00% | -50.00% | 0.00% | 24:45 | 06:57 | 06:57 | 20:27 | 21:43 | 49:54 | 14:46 | 10:56 |
 | Heaven's Halberd | 4 | 1.75% | 32.8 | 50.00% | -8.93% | -50.00% | -50.00% | 0.00% | 33:47 | 29:45 | 29:45 | 33:28 | 34:15 | 37:38 | 04:30 | 03:20 |
 | Sange | 4 | 1.75% | 31.3 | 50.00% | -8.93% | -50.00% | -50.00% | 0.00% | 32:08 | 27:09 | 27:09 | 30:48 | 34:07 | 36:28 | 06:58 | 05:09 |
 | Mage Slayer | 1 | 0.44% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 47:46 | 00:00 | 00:00 |
 | Radiance | 1 | 0.44% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.44% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Bottle | 1 | 0.44% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 1:24:40 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.44% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 1:19:43 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.44% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.44% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.44% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 1:03:50 | 00:00 | 00:00 |
 | Spirit Vessel | 6 | 2.63% | 17.9 | 33.33% | -26.13% | +16.67% | -33.33% | 0.00% | 16:13 | 11:44 | 12:32 | 12:51 | 15:42 | 31:17 | 03:10 | 02:20 |
 | Vanguard | 2 | 0.88% | 16.4 | 50.00% | -8.85% | -50.00% | 0.00% | 0.00% | 23:27 | 18:30 | 18:30 | 28:23 | 28:23 | 28:23 | 09:53 | 07:19 |
 | Crimson Guard | 2 | 0.88% | 14.9 | 50.00% | -8.85% | -50.00% | 0.00% | 0.00% | 27:03 | 21:04 | 21:04 | 33:01 | 33:01 | 33:01 | 11:57 | 08:51 |
 | Desolator | 2 | 0.88% | 13.4 | 50.00% | -8.85% | +50.00% | 0.00% | 0.00% | 40:20 | 39:02 | 39:02 | 41:38 | 41:38 | 41:38 | 02:36 | 01:55 |
 | Helm of Iron Will | 2 | 0.88% | 11.9 | 50.00% | -8.85% | -50.00% | 0.00% | 0.00% | 25:54 | 19:07 | 19:07 | 32:41 | 32:41 | 32:41 | 13:34 | 10:02 |
 | Hurricane Pike | 1 | 0.44% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 47:36 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 0.44% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.44% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 49:54 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.44% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.44% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 29:30 | 00:00 | 00:00 |
 | Javelin | 2 | 0.88% | 3.0 | 0.00% | -59.29% | 0.00% | 0.00% | 0.00% | 38:28 | 33:29 | 33:29 | 43:26 | 43:26 | 43:26 | 09:57 | 07:22 |
 | Gleipnir | 1 | 0.44% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 49:57 | 00:00 | 00:00 |