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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 | |
 | Ring of Health | 23 | 31.08% | 100.0 | 73.91% | +26.85% | -23.91% | +26.09% | 11.28% | 16:25 | 08:37 | 11:59 | 13:30 | 16:25 | 38:31 | 04:26 | 03:17 |
 | Hood of Defiance | 21 | 28.38% | 97.9 | 71.43% | +22.37% | -31.43% | +8.57% | 9.30% | 15:09 | 08:53 | 11:55 | 13:25 | 16:13 | 31:58 | 04:18 | 03:11 |
 | Boots of Speed | 74 | 100.00% | 95.7 | 55.41% | +55.41% | -8.04% | -5.41% | 1.79% | 04:17 | 01:12 | 03:33 | 04:10 | 05:01 | 07:18 | 01:28 | 01:05 |
 | Eternal Shroud | 12 | 16.22% | 93.6 | 75.00% | +23.39% | -8.33% | -8.33% | 0.00% | 23:34 | 12:01 | 16:34 | 24:26 | 27:50 | 37:12 | 11:16 | 08:20 |
 | Magic Stick | 71 | 95.95% | 91.5 | 54.93% | -11.74% | +17.29% | -21.60% | -10.95% | 04:31 | -01:29 | 02:22 | 04:17 | 05:55 | 15:21 | 03:33 | 02:37 |
 | Magic Wand | 69 | 93.24% | 89.4 | 55.07% | -4.93% | -2.13% | -25.66% | -8.40% | 06:45 | 00:50 | 05:09 | 06:08 | 07:57 | 15:38 | 02:48 | 02:04 |
 | Bloodstone | 25 | 33.78% | 87.2 | 64.00% | +12.98% | +36.00% | -14.00% | -7.01% | 28:40 | 18:15 | 25:11 | 27:59 | 32:19 | 39:11 | 07:08 | 05:17 |
 | Sange | 27 | 36.49% | 85.1 | 62.96% | +11.90% | +8.47% | +8.47% | 0.00% | 27:51 | 19:49 | 22:28 | 27:47 | 32:08 | 41:29 | 09:40 | 07:09 |
 | Void Stone | 58 | 78.38% | 83.0 | 55.17% | -1.08% | +4.83% | +1.97% | -0.68% | 11:57 | 05:28 | 08:32 | 09:52 | 12:46 | 51:09 | 04:14 | 03:08 |
 | Kaya | 56 | 75.68% | 80.9 | 55.36% | -0.20% | +23.21% | -26.79% | -5.23% | 24:01 | 11:15 | 18:51 | 23:31 | 28:25 | 41:30 | 09:34 | 07:05 |
 | Bottle | 56 | 75.68% | 78.7 | 55.36% | -0.20% | +16.07% | -19.65% | -35.72% | 01:49 | 00:52 | 01:24 | 01:36 | 01:49 | 05:10 | 00:25 | 00:18 |
 | Wind Lace | 67 | 90.54% | 76.6 | 53.73% | -17.70% | +5.09% | +5.09% | 0.00% | 09:27 | -01:29 | 05:55 | 07:14 | 09:26 | 37:11 | 03:31 | 02:36 |
 | Kaya and Sange | 22 | 29.73% | 74.5 | 63.64% | +11.72% | +19.69% | -3.64% | -2.86% | 28:27 | 19:55 | 24:09 | 28:02 | 32:18 | 41:30 | 08:09 | 06:02 |
 | Arcane Boots | 22 | 29.73% | 72.3 | 63.64% | +11.72% | -13.64% | -3.64% | 3.45% | 08:27 | 04:56 | 06:34 | 07:52 | 09:28 | 19:27 | 02:54 | 02:08 |
 | Eul's Scepter of Divinity | 57 | 77.03% | 70.2 | 54.39% | -4.43% | +17.04% | -4.39% | -6.77% | 14:04 | 09:36 | 11:26 | 12:27 | 14:36 | 51:18 | 03:10 | 02:20 |
 | Shiva's Guard | 9 | 12.16% | 68.1 | 77.78% | +25.47% | -27.78% | +22.22% | 0.00% | 34:56 | 31:29 | 31:33 | 33:38 | 35:33 | 45:21 | 04:00 | 02:57 |
 | Scythe of Vyse | 4 | 5.41% | 66.0 | 100.00% | +47.14% | 0.00% | 0.00% | 0.00% | 39:09 | 30:57 | 30:57 | 38:15 | 40:08 | 47:15 | 09:11 | 06:48 |
 | Null Talisman | 56 | 75.68% | 63.8 | 53.57% | -7.54% | +17.86% | -17.86% | -18.64% | 04:03 | -00:10 | 03:13 | 03:43 | 05:08 | 08:07 | 01:55 | 01:25 |
 | Blink Dagger | 16 | 21.62% | 61.7 | 62.50% | +9.05% | +37.50% | -62.50% | -11.09% | 30:01 | 20:30 | 23:55 | 28:12 | 32:56 | 48:48 | 09:01 | 06:40 |
 | Black King Bar | 36 | 48.65% | 59.6 | 52.78% | -5.11% | -8.34% | +13.89% | 3.25% | 25:21 | 16:55 | 21:14 | 24:43 | 28:04 | 38:38 | 06:50 | 05:03 |
 | Aeon Disk | 8 | 10.81% | 57.4 | 75.00% | +21.97% | +25.00% | -25.00% | 0.00% | 33:36 | 19:00 | 25:51 | 31:16 | 40:27 | 45:41 | 14:36 | 10:48 |
 | Mekansm | 17 | 22.97% | 55.3 | 58.82% | +4.43% | +41.18% | -33.82% | -20.00% | 16:32 | 10:07 | 13:27 | 16:12 | 17:12 | 32:27 | 03:45 | 02:46 |
 | Headdress | 17 | 22.97% | 53.2 | 58.82% | +4.43% | +41.18% | -8.82% | -12.45% | 13:38 | 06:21 | 10:35 | 12:14 | 14:36 | 32:27 | 04:01 | 02:58 |
 | Buckler | 13 | 17.57% | 51.1 | 61.54% | +7.44% | +5.13% | -28.21% | 0.00% | 21:18 | 13:29 | 17:36 | 20:04 | 22:06 | 36:30 | 04:30 | 03:20 |
 | Guardian Greaves | 13 | 17.57% | 48.9 | 61.54% | +7.44% | +5.13% | -28.21% | 0.00% | 21:55 | 13:29 | 19:00 | 21:33 | 22:54 | 36:50 | 03:54 | 02:53 |
 | Chainmail | 18 | 24.32% | 46.8 | 55.56% | +0.20% | +24.44% | -5.56% | -9.63% | 14:53 | 07:51 | 12:17 | 14:27 | 15:24 | 32:27 | 03:07 | 02:18 |
 | Aether Lens | 3 | 4.05% | 44.7 | 100.00% | +46.48% | 0.00% | 0.00% | 0.00% | 26:34 | 24:36 | 24:36 | 27:30 | 27:35 | 27:35 | 02:59 | 02:12 |
 | Pipe of Insight | 5 | 6.76% | 42.6 | 80.00% | +26.38% | -80.00% | +20.00% | 0.00% | 19:56 | 15:23 | 15:23 | 20:45 | 21:23 | 24:00 | 06:00 | 04:26 |
 | Ring of Protection | 14 | 18.92% | 40.4 | 57.14% | +2.14% | +17.86% | -23.81% | -7.44% | 21:49 | 10:15 | 18:28 | 20:03 | 24:04 | 36:30 | 05:36 | 04:08 |
 | Heart of Tarrasque | 2 | 2.70% | 38.3 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 37:01 | 31:31 | 31:31 | 42:30 | 42:30 | 42:30 | 10:59 | 08:08 |
 | Octarine Core | 2 | 2.70% | 36.2 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 30:49 | 28:45 | 28:45 | 32:52 | 32:52 | 32:52 | 04:07 | 03:02 |
 | Aghanim's Shard | 17 | 22.97% | 34.0 | 41.18% | -18.47% | +8.82% | -16.18% | -2.04% | 33:37 | 21:04 | 28:00 | 30:50 | 40:14 | 45:56 | 12:14 | 09:03 |
 | Bracer | 5 | 6.76% | 31.9 | 60.00% | +4.93% | -60.00% | +40.00% | 0.00% | 03:32 | 01:47 | 01:47 | 02:57 | 04:03 | 06:23 | 02:16 | 01:40 |
 | Fluffy Hat | 4 | 5.41% | 29.8 | 50.00% | -5.71% | -50.00% | -50.00% | 0.00% | 08:47 | -01:20 | -01:20 | 06:15 | 13:09 | 17:04 | 14:29 | 10:43 |
 | Lotus Orb | 1 | 1.35% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.35% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 38:31 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.35% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |
 | Ghost Scepter | 6 | 8.11% | 21.3 | 33.33% | -24.02% | +16.67% | -33.33% | 0.00% | 31:03 | 25:26 | 27:08 | 30:01 | 31:53 | 40:59 | 04:45 | 03:31 |
 | Force Staff | 2 | 2.70% | 19.1 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 16:31 | 16:12 | 16:12 | 16:50 | 16:50 | 16:50 | 00:38 | 00:28 |
 | Blight Stone | 3 | 4.05% | 17.0 | 33.33% | -23.01% | -33.33% | 0.00% | 0.00% | 23:01 | 14:27 | 14:27 | 21:44 | 32:52 | 32:52 | 18:25 | 13:38 |
 | Medallion of Courage | 3 | 4.05% | 14.9 | 33.33% | -23.01% | -33.33% | 0.00% | 0.00% | 23:29 | 14:27 | 14:27 | 21:44 | 34:17 | 34:17 | 19:50 | 14:41 |
 | Solar Crest | 3 | 4.05% | 12.8 | 33.33% | -23.01% | -33.33% | 0.00% | 0.00% | 26:44 | 21:48 | 21:48 | 24:06 | 34:17 | 34:17 | 12:29 | 09:14 |
 | Crown | 3 | 4.05% | 10.6 | 33.33% | -23.01% | -33.33% | 0.00% | 0.00% | 24:22 | 17:59 | 17:59 | 21:44 | 33:24 | 33:24 | 15:25 | 11:25 |
 | Aghanim's Scepter | 1 | 1.35% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:39 | 50:39 | 50:39 | 50:39 | 50:39 | 50:39 | 00:00 | 00:00 |
 | Quelling Blade | 2 | 2.70% | 6.4 | 0.00% | -56.94% | 0.00% | 0.00% | 0.00% | 09:53 | 05:49 | 05:49 | 13:56 | 13:56 | 13:56 | 08:07 | 06:00 |
 | Heaven's Halberd | 2 | 2.70% | 4.3 | 0.00% | -56.94% | 0.00% | 0.00% | 0.00% | 37:53 | 36:49 | 36:49 | 38:57 | 38:57 | 38:57 | 02:08 | 01:34 |
 | Tranquil Boots | 1 | 1.35% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 12:08 | 00:00 | 00:00 |