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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 | |
 | Shiva's Guard | 160 | 27.87% | 100.0 | 66.88% | +24.13% | +5.62% | -4.38% | -1.43% | 33:01 | 19:50 | 29:16 | 32:19 | 36:15 | 47:52 | 06:59 | 05:10 |
 | Lotus Orb | 93 | 16.20% | 98.6 | 65.59% | +19.23% | +17.02% | -4.72% | -2.28% | 27:40 | 13:46 | 22:42 | 27:13 | 32:14 | 45:24 | 09:32 | 07:03 |
 | Ring of Health | 184 | 32.06% | 97.3 | 61.41% | +17.56% | -17.93% | +3.81% | 1.16% | 24:49 | 04:45 | 13:41 | 24:43 | 32:27 | 1:04:36 | 18:46 | 13:54 |
 | Arcane Boots | 52 | 9.06% | 95.9 | 69.23% | +21.72% | -23.08% | 0.00% | 2.04% | 15:18 | 05:13 | 08:43 | 13:37 | 20:01 | 31:43 | 11:18 | 08:22 |
 | Void Stone | 314 | 54.70% | 94.6 | 58.28% | +19.43% | +2.48% | +1.98% | -0.03% | 20:55 | 06:22 | 12:02 | 18:28 | 28:47 | 57:09 | 16:45 | 12:24 |
 | Heaven's Halberd | 57 | 9.93% | 93.2 | 66.67% | +19.09% | +11.90% | -16.67% | -2.87% | 28:32 | 15:43 | 22:56 | 27:18 | 32:54 | 52:15 | 09:58 | 07:22 |
 | Refresher Orb | 38 | 6.62% | 91.9 | 68.42% | +20.29% | +21.58% | -12.86% | -2.75% | 46:39 | 35:07 | 39:31 | 44:37 | 52:03 | 1:04:43 | 12:32 | 09:17 |
 | Eul's Scepter of Divinity | 175 | 30.49% | 90.5 | 56.57% | +10.20% | +11.61% | +4.79% | -0.99% | 17:53 | 09:28 | 12:49 | 15:14 | 19:44 | 49:48 | 06:55 | 05:07 |
 | Headdress | 10 | 1.74% | 89.2 | 90.00% | +41.24% | -23.33% | +10.00% | 0.00% | 22:48 | -01:28 | 17:03 | 20:53 | 30:22 | 44:08 | 13:19 | 09:51 |
 | Aeon Disk | 47 | 8.19% | 87.8 | 63.83% | +15.63% | -30.50% | -13.83% | 1.64% | 35:58 | 21:58 | 29:43 | 35:42 | 39:53 | 55:45 | 10:10 | 07:31 |
 | Aghanim's Shard | 260 | 45.30% | 86.5 | 53.46% | +7.28% | +8.08% | -5.77% | -1.50% | 29:07 | 15:19 | 23:43 | 28:00 | 32:57 | 54:58 | 09:14 | 06:50 |
 | Linken's Sphere | 29 | 5.05% | 85.1 | 68.97% | +20.53% | -11.83% | -11.83% | 0.00% | 34:39 | 19:31 | 30:40 | 33:10 | 40:08 | 51:14 | 09:28 | 07:00 |
 | Sange | 164 | 28.57% | 83.8 | 54.88% | +7.56% | +8.53% | -18.29% | -2.72% | 24:26 | 09:31 | 18:24 | 23:04 | 28:15 | 51:59 | 09:51 | 07:17 |
 | Blink Dagger | 166 | 28.92% | 82.4 | 54.82% | +7.52% | +14.23% | -8.48% | -2.30% | 30:21 | 15:25 | 24:39 | 29:42 | 34:32 | 1:07:41 | 09:53 | 07:19 |
 | Ring of Protection | 147 | 25.61% | 81.1 | 55.10% | +7.56% | -1.05% | -1.05% | 0.00% | 03:44 | -01:30 | -01:28 | 02:29 | 05:51 | 38:15 | 07:19 | 05:25 |
 | Magic Wand | 542 | 94.43% | 79.7 | 50.00% | +9.37% | +5.15% | -4.07% | -1.93% | 05:48 | -01:30 | 03:24 | 05:49 | 08:10 | 25:39 | 04:46 | 03:31 |
 | Wind Lace | 329 | 57.32% | 78.4 | 51.37% | +4.43% | +3.51% | -1.37% | -0.84% | 10:21 | -01:30 | 06:35 | 09:04 | 12:23 | 48:40 | 05:48 | 04:17 |
 | Boots of Speed | 573 | 99.83% | 77.0 | 49.56% | +49.56% | +6.38% | +2.89% | -1.34% | 05:05 | -01:29 | 03:34 | 04:51 | 06:10 | 16:24 | 02:36 | 01:55 |
 | Magic Stick | 499 | 86.93% | 75.7 | 49.70% | +1.70% | -0.10% | +3.10% | 0.78% | 02:55 | -01:29 | -01:26 | 02:20 | 05:32 | 15:20 | 06:58 | 05:09 |
 | Black King Bar | 400 | 69.69% | 74.3 | 49.50% | +0.07% | +10.50% | -0.50% | -2.09% | 21:19 | 13:27 | 17:36 | 20:00 | 22:52 | 1:07:28 | 05:16 | 03:54 |
 | Null Talisman | 297 | 51.74% | 73.0 | 49.16% | -0.66% | -4.57% | +2.19% | 3.50% | 03:33 | -01:29 | 02:14 | 03:11 | 04:10 | 15:42 | 01:56 | 01:25 |
 | Phase Boots | 158 | 27.53% | 71.6 | 51.27% | +2.47% | +11.23% | -7.68% | -7.51% | 09:41 | 04:13 | 07:32 | 08:25 | 10:03 | 27:37 | 02:31 | 01:51 |
 | Urn of Shadows | 86 | 14.98% | 70.3 | 54.65% | +6.08% | -4.65% | +2.49% | 2.91% | 04:57 | 02:05 | 03:26 | 04:29 | 05:53 | 11:28 | 02:27 | 01:48 |
 | Kaya and Sange | 93 | 16.20% | 68.9 | 53.76% | +5.11% | +7.11% | -14.63% | -2.28% | 25:38 | 12:36 | 20:06 | 25:33 | 29:39 | 47:57 | 09:33 | 07:04 |
 | Octarine Core | 20 | 3.48% | 67.6 | 70.00% | +21.26% | -10.00% | +10.00% | 0.00% | 31:26 | 19:02 | 23:18 | 31:53 | 35:12 | 57:00 | 11:54 | 08:48 |
 | Kaya | 105 | 18.29% | 66.2 | 52.38% | +3.55% | -2.38% | -10.07% | -0.68% | 23:26 | 09:13 | 16:27 | 23:48 | 27:43 | 47:54 | 11:16 | 08:20 |
 | Chainmail | 173 | 30.14% | 64.9 | 49.71% | +0.33% | +10.76% | -7.85% | -5.12% | 09:19 | 02:01 | 06:14 | 07:39 | 09:52 | 36:07 | 03:38 | 02:41 |
 | Bottle | 167 | 29.09% | 63.5 | 49.10% | -0.53% | -3.86% | -3.86% | 0.00% | 01:57 | 00:19 | 01:15 | 01:27 | 01:41 | 46:25 | 00:26 | 00:19 |
 | Aether Lens | 35 | 6.10% | 62.2 | 60.00% | +11.21% | -15.56% | +17.78% | 2.10% | 26:49 | 10:15 | 18:38 | 25:25 | 34:30 | 56:59 | 15:52 | 11:45 |
 | Drum of Endurance | 25 | 4.36% | 60.8 | 64.00% | +15.18% | +36.00% | +2.67% | 0.00% | 19:49 | 10:36 | 16:06 | 18:03 | 22:53 | 33:34 | 06:47 | 05:01 |
 | Fluffy Hat | 155 | 27.00% | 59.5 | 47.74% | -2.38% | +0.98% | -4.15% | -0.84% | 08:10 | -01:29 | 04:22 | 06:50 | 10:28 | 48:47 | 06:06 | 04:31 |
 | Spirit Vessel | 45 | 7.84% | 58.1 | 55.56% | +6.60% | +8.08% | +8.08% | 0.00% | 12:43 | 09:10 | 10:50 | 12:03 | 14:01 | 19:25 | 03:11 | 02:21 |
 | Pipe of Insight | 5 | 0.87% | 56.8 | 100.00% | +50.97% | 0.00% | 0.00% | 0.00% | 26:24 | 15:19 | 15:19 | 23:03 | 31:11 | 44:35 | 15:52 | 11:45 |
 | Power Treads | 125 | 21.78% | 55.4 | 47.20% | -2.91% | +20.54% | -18.17% | -15.59% | 08:51 | 05:09 | 07:06 | 08:23 | 09:35 | 25:32 | 02:29 | 01:50 |
 | Soul Ring | 49 | 8.54% | 54.1 | 53.06% | +3.92% | -3.06% | +13.61% | 4.45% | 08:22 | 02:24 | 05:57 | 08:03 | 09:42 | 18:21 | 03:45 | 02:46 |
 | Falcon Blade | 79 | 13.76% | 52.7 | 48.10% | -1.60% | +6.90% | -8.10% | -5.06% | 06:50 | 02:27 | 04:54 | 06:44 | 07:52 | 15:38 | 02:58 | 02:11 |
 | Quelling Blade | 32 | 5.57% | 51.4 | 56.25% | +7.17% | +6.25% | -6.25% | -12.50% | 01:19 | -01:29 | -01:29 | -01:29 | 01:38 | 16:16 | 03:07 | 02:18 |
 | Hood of Defiance | 55 | 9.58% | 50.0 | 49.09% | -0.43% | -20.52% | +22.34% | 12.79% | 12:45 | 05:47 | 10:10 | 11:19 | 13:31 | 31:12 | 03:21 | 02:28 |
 | Tranquil Boots | 49 | 8.54% | 48.6 | 48.98% | -0.54% | +17.69% | +9.35% | -1.22% | 13:52 | 03:26 | 09:31 | 11:50 | 16:22 | 34:43 | 06:51 | 05:04 |
 | Glimmer Cape | 27 | 4.70% | 47.3 | 55.56% | +6.38% | -12.70% | -26.99% | 0.00% | 22:32 | 13:59 | 18:30 | 22:00 | 26:40 | 36:54 | 08:10 | 06:02 |
 | Bracer | 25 | 4.36% | 45.9 | 56.00% | +6.82% | +10.67% | +10.67% | 0.00% | 08:16 | 01:52 | 02:51 | 06:18 | 11:28 | 23:22 | 08:37 | 06:22 |
 | Helm of Iron Will | 4 | 0.70% | 44.6 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 29:15 | 13:26 | 13:26 | 31:30 | 34:05 | 38:00 | 20:39 | 15:17 |
 | Ghost Scepter | 57 | 9.93% | 43.2 | 45.61% | -4.29% | +4.39% | -9.90% | -1.37% | 27:00 | 14:54 | 21:04 | 26:11 | 31:28 | 51:53 | 10:24 | 07:42 |
 | Scythe of Vyse | 29 | 5.05% | 41.9 | 51.72% | +2.36% | +33.99% | -37.43% | -6.57% | 39:34 | 26:34 | 33:55 | 39:15 | 44:47 | 52:13 | 10:52 | 08:02 |
 | Buckler | 6 | 1.05% | 40.5 | 83.33% | +34.21% | -33.33% | +16.67% | 0.00% | 30:55 | 15:31 | 28:06 | 29:06 | 38:15 | 39:06 | 10:09 | 07:31 |
 | Force Staff | 22 | 3.83% | 39.2 | 54.55% | +5.27% | -4.55% | +5.45% | 0.00% | 26:34 | 11:51 | 21:14 | 24:13 | 30:35 | 48:47 | 09:21 | 06:55 |
 | Wind Waker | 9 | 1.57% | 37.8 | 66.67% | +17.47% | -16.67% | -16.67% | 0.00% | 49:27 | 36:18 | 41:35 | 49:50 | 53:49 | 1:01:12 | 12:14 | 09:03 |
 | Crown | 8 | 1.39% | 36.5 | 62.50% | +13.21% | -12.50% | -12.50% | 0.00% | 22:18 | 06:58 | 10:04 | 18:59 | 34:05 | 39:27 | 24:01 | 17:47 |
 | Heart of Tarrasque | 4 | 0.70% | 35.1 | 75.00% | +25.70% | +25.00% | +25.00% | 0.00% | 42:44 | 31:21 | 31:21 | 41:43 | 46:13 | 51:40 | 14:52 | 11:00 |
 | Eternal Shroud | 4 | 0.70% | 33.8 | 75.00% | +25.70% | +25.00% | +25.00% | 0.00% | 25:21 | 15:54 | 15:54 | 20:37 | 32:17 | 32:37 | 16:23 | 12:08 |
 | Aghanim's Scepter | 2 | 0.35% | 32.4 | 100.00% | +50.70% | 0.00% | 0.00% | 0.00% | 23:57 | 22:45 | 22:45 | 25:08 | 25:08 | 25:08 | 02:23 | 01:45 |
 | Helm of the Dominator | 2 | 0.35% | 31.1 | 100.00% | +50.70% | 0.00% | 0.00% | 0.00% | 36:53 | 34:05 | 34:05 | 39:41 | 39:41 | 39:41 | 05:36 | 04:08 |
 | Holy Locket | 2 | 0.35% | 29.7 | 100.00% | +50.70% | 0.00% | 0.00% | 0.00% | 25:37 | 20:22 | 20:22 | 30:51 | 30:51 | 30:51 | 10:29 | 07:45 |
 | Assault Cuirass | 2 | 0.35% | 28.4 | 100.00% | +50.70% | 0.00% | 0.00% | 0.00% | 37:47 | 36:19 | 36:19 | 39:14 | 39:14 | 39:14 | 02:55 | 02:09 |
 | Ring of Basilius | 5 | 0.87% | 27.0 | 60.00% | +10.62% | -60.00% | +40.00% | 0.00% | 15:47 | 04:47 | 04:47 | 05:45 | 23:46 | 39:06 | 18:59 | 14:03 |
 | Witch Blade | 14 | 2.44% | 25.7 | 35.71% | -14.11% | +14.29% | -2.38% | 0.00% | 15:19 | 12:01 | 12:32 | 12:58 | 16:30 | 26:00 | 03:58 | 02:56 |
 | Overwhelming Blink | 6 | 1.05% | 24.3 | 50.00% | +0.53% | +50.00% | -50.00% | 0.00% | 55:24 | 39:28 | 51:00 | 54:54 | 1:01:13 | 1:04:45 | 10:13 | 07:34 |
 | Blight Stone | 6 | 1.05% | 23.0 | 50.00% | +0.53% | +50.00% | -50.00% | 0.00% | 19:15 | -01:29 | 13:51 | 16:47 | 32:12 | 36:08 | 18:21 | 13:35 |
 | Ethereal Blade | 6 | 1.05% | 21.6 | 50.00% | +0.53% | +50.00% | -50.00% | 0.00% | 36:20 | 26:44 | 29:59 | 32:09 | 43:23 | 46:04 | 13:24 | 09:55 |
 | Boots of Bearing | 3 | 0.52% | 20.3 | 66.67% | +17.28% | +33.33% | 0.00% | 0.00% | 25:20 | 19:57 | 19:57 | 23:20 | 32:43 | 32:43 | 12:46 | 09:27 |
 | Rod of Atos | 4 | 0.70% | 18.9 | 50.00% | +0.53% | -50.00% | -50.00% | 0.00% | 15:40 | 11:13 | 11:13 | 14:29 | 16:55 | 20:02 | 05:42 | 04:13 |
 | Medallion of Courage | 4 | 0.70% | 17.6 | 50.00% | +0.53% | +50.00% | -50.00% | 0.00% | 24:56 | 14:36 | 14:36 | 16:47 | 32:12 | 36:08 | 17:36 | 13:02 |
 | Crimson Guard | 1 | 0.17% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.17% | 14.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Bloodstone | 1 | 0.17% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.17% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.17% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.17% | 9.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 02:18 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.17% | 8.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 39:06 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 0.17% | 6.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.17% | 5.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Solar Crest | 2 | 0.35% | 4.1 | 50.00% | +0.52% | +50.00% | 0.00% | 0.00% | 28:04 | 19:58 | 19:58 | 36:09 | 36:09 | 36:09 | 16:11 | 11:59 |
 | Hand of Midas | 2 | 0.35% | 2.7 | 50.00% | +0.52% | -50.00% | 0.00% | 0.00% | 24:32 | 20:40 | 20:40 | 28:23 | 28:23 | 28:23 | 07:43 | 05:42 |
 | Blade Mail | 1 | 0.17% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 00:00 | 00:00 |