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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 | 32 | 30.77% | 100.0 | 68.75% | +21.53% | +6.25% | -6.25% | -1.26% | 29:27 | 19:28 | 23:41 | 26:36 | 33:35 | 52:18 | 09:54 | 07:20 |
 | Aghanim's Scepter | 55 | 52.88% | 98.0 | 61.82% | +16.92% | +2.47% | +16.75% | 1.08% | 23:46 | 14:28 | 17:17 | 19:22 | 30:30 | 41:41 | 13:13 | 09:47 |
 | Aether Lens | 30 | 28.85% | 95.9 | 66.67% | +18.02% | -4.17% | -9.53% | -0.64% | 29:48 | 19:33 | 25:14 | 28:03 | 33:35 | 52:27 | 08:21 | 06:11 |
 | Magic Wand | 81 | 77.88% | 93.9 | 58.02% | +18.89% | +6.98% | +1.98% | -0.67% | 08:14 | -01:29 | 04:02 | 08:06 | 11:33 | 20:09 | 07:31 | 05:34 |
 | Fluffy Hat | 18 | 17.31% | 91.8 | 72.22% | +22.22% | -12.22% | -22.22% | -0.64% | 16:30 | 00:58 | 07:27 | 11:38 | 23:01 | 51:11 | 15:34 | 11:31 |
 | Aghanim's Shard | 66 | 63.46% | 89.8 | 59.09% | +14.35% | +17.38% | -15.34% | -4.69% | 23:12 | 15:01 | 18:49 | 21:48 | 25:48 | 54:35 | 06:59 | 05:10 |
 | Boots of Speed | 104 | 100.00% | 87.8 | 53.85% | +53.85% | 0.00% | 0.00% | 0.00% | 06:11 | -01:29 | 03:47 | 05:35 | 08:19 | 14:10 | 04:32 | 03:21 |
 | Magic Stick | 92 | 88.46% | 85.7 | 52.17% | -14.50% | -4.34% | +4.35% | 4.11% | 02:40 | -01:30 | -01:29 | 01:46 | 03:36 | 20:09 | 05:05 | 03:45 |
 | Blink Dagger | 16 | 15.38% | 83.7 | 68.75% | +17.61% | -43.75% | -18.75% | 2.15% | 35:36 | 24:43 | 27:17 | 31:14 | 38:56 | 58:14 | 11:39 | 08:37 |
 | Power Treads | 34 | 32.69% | 81.6 | 58.82% | +7.39% | +18.96% | -8.82% | -7.31% | 09:45 | 05:04 | 06:31 | 07:34 | 10:19 | 29:08 | 03:48 | 02:48 |
 | Wraith Pact | 11 | 10.58% | 79.6 | 72.73% | +21.12% | +27.27% | -6.06% | -2.17% | 36:39 | 21:08 | 26:03 | 30:36 | 41:25 | 1:09:55 | 15:22 | 11:22 |
 | Quelling Blade | 11 | 10.58% | 77.6 | 72.73% | +21.12% | -39.40% | -6.06% | 33.34% | 02:37 | -01:30 | -01:29 | -01:29 | -01:25 | 31:33 | 00:04 | 00:02 |
 | Blight Stone | 4 | 3.85% | 75.5 | 100.00% | +48.00% | 0.00% | 0.00% | 0.00% | 15:55 | 00:14 | 00:14 | 13:05 | 19:26 | 30:53 | 19:12 | 14:13 |
 | Buckler | 30 | 28.85% | 73.5 | 56.67% | +3.97% | +5.83% | +29.04% | 1.43% | 26:02 | 09:34 | 15:17 | 24:19 | 31:33 | 1:09:10 | 16:16 | 12:02 |
 | Ring of Basilius | 29 | 27.88% | 71.4 | 55.17% | +1.84% | -12.31% | +1.97% | 0.73% | 24:14 | 02:27 | 12:13 | 25:29 | 31:44 | 1:09:10 | 19:31 | 14:27 |
 | Wraith Band | 34 | 32.69% | 69.4 | 52.94% | -1.35% | +13.73% | -2.94% | -6.85% | 03:59 | -01:29 | 02:06 | 02:36 | 04:32 | 27:10 | 02:26 | 01:48 |
 | Ring of Protection | 32 | 30.77% | 67.3 | 53.13% | -1.04% | -3.13% | +21.87% | 1.33% | 22:30 | -01:29 | 12:21 | 20:07 | 31:09 | 1:09:10 | 18:48 | 13:55 |
 | Arcane Boots | 8 | 7.69% | 65.3 | 75.00% | +22.92% | -25.00% | +25.00% | 4.63% | 21:43 | 10:04 | 14:08 | 21:38 | 24:56 | 35:41 | 10:48 | 08:00 |
 | Force Staff | 8 | 7.69% | 63.3 | 75.00% | +22.92% | +25.00% | -25.00% | -5.77% | 31:58 | 23:32 | 25:23 | 28:01 | 34:03 | 51:11 | 08:40 | 06:25 |
 | Tranquil Boots | 53 | 50.96% | 61.2 | 47.17% | -13.61% | -8.71% | -8.71% | 0.00% | 14:44 | 04:55 | 08:51 | 12:05 | 16:07 | 37:38 | 07:16 | 05:22 |
 | Morbid Mask | 26 | 25.00% | 59.2 | 53.85% | 0.00% | +17.58% | -3.85% | -1.52% | 29:04 | 11:49 | 20:26 | 29:03 | 34:31 | 1:09:10 | 14:05 | 10:25 |
 | Vladmir's Offering | 24 | 23.08% | 57.1 | 54.17% | +0.42% | +12.50% | -4.17% | -1.33% | 30:03 | 17:07 | 22:00 | 26:43 | 34:31 | 1:09:10 | 12:31 | 09:16 |
 | Wind Lace | 60 | 57.69% | 55.1 | 45.00% | -20.91% | -11.67% | -11.67% | 0.00% | 11:31 | -01:28 | 05:49 | 09:24 | 12:25 | 39:32 | 06:36 | 04:53 |
 | Medallion of Courage | 3 | 2.88% | 53.1 | 100.00% | +47.52% | 0.00% | 0.00% | 0.00% | 21:50 | 14:12 | 14:12 | 20:26 | 30:53 | 30:53 | 16:41 | 12:21 |
 | Crown | 3 | 2.88% | 51.0 | 100.00% | +47.52% | 0.00% | 0.00% | 0.00% | 23:19 | 13:57 | 13:57 | 22:20 | 33:41 | 33:41 | 19:44 | 14:37 |
 | Chainmail | 3 | 2.88% | 49.0 | 100.00% | +47.52% | 0.00% | 0.00% | 0.00% | 20:07 | 11:59 | 11:59 | 17:30 | 30:53 | 30:53 | 18:54 | 14:00 |
 | Dragon Lance | 2 | 1.92% | 46.9 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 26:56 | 22:31 | 22:31 | 31:20 | 31:20 | 31:20 | 08:49 | 06:31 |
 | Drum of Endurance | 6 | 5.77% | 44.9 | 50.00% | -4.08% | -50.00% | +50.00% | 11.81% | 18:29 | 10:05 | 14:09 | 19:19 | 22:37 | 24:29 | 08:28 | 06:16 |
 | Octarine Core | 4 | 3.85% | 42.9 | 50.00% | -4.00% | +50.00% | +50.00% | 0.00% | 44:34 | 39:27 | 39:27 | 42:08 | 42:14 | 54:25 | 02:47 | 02:03 |
 | Helm of the Dominator | 1 | 0.96% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 33:42 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.96% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.96% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.96% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.96% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 0.96% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 |
 | Manta Style | 2 | 1.92% | 28.6 | 50.00% | -3.92% | -50.00% | 0.00% | 0.00% | 27:23 | 26:32 | 26:32 | 28:14 | 28:14 | 28:14 | 01:42 | 01:15 |
 | Black King Bar | 2 | 1.92% | 26.5 | 50.00% | -3.92% | +50.00% | 0.00% | 0.00% | 55:07 | 38:36 | 38:36 | 1:11:37 | 1:11:37 | 1:11:37 | 33:01 | 24:27 |
 | Urn of Shadows | 2 | 1.92% | 24.5 | 50.00% | -3.92% | +50.00% | 0.00% | 0.00% | 09:56 | 09:54 | 09:54 | 09:58 | 09:58 | 09:58 | 00:04 | 00:02 |
 | Bracer | 2 | 1.92% | 22.4 | 50.00% | -3.92% | -50.00% | 0.00% | 0.00% | 18:56 | 16:40 | 16:40 | 21:11 | 21:11 | 21:11 | 04:31 | 03:20 |
 | Ring of Health | 2 | 1.92% | 20.4 | 50.00% | -3.92% | +50.00% | 0.00% | 0.00% | 34:51 | 30:01 | 30:01 | 39:41 | 39:41 | 39:41 | 09:40 | 07:09 |
 | Ghost Scepter | 3 | 2.88% | 18.4 | 33.33% | -21.13% | +66.67% | 0.00% | 0.00% | 35:41 | 31:32 | 31:32 | 37:14 | 38:17 | 38:17 | 06:45 | 05:00 |
 | Yasha | 3 | 2.88% | 16.3 | 33.33% | -21.13% | -33.33% | 0.00% | 0.00% | 25:57 | 22:23 | 22:23 | 24:20 | 31:09 | 31:09 | 08:46 | 06:29 |
 | Sange | 3 | 2.88% | 14.3 | 33.33% | -21.13% | -33.33% | 0.00% | 0.00% | 35:19 | 23:06 | 23:06 | 33:08 | 49:43 | 49:43 | 26:37 | 19:42 |
 | Butterfly | 1 | 0.96% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 0.96% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:14 | 23:14 | 23:14 | 23:14 | 23:14 | 23:14 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.96% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 26:19 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.96% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Bottle | 1 | 0.96% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:20 | 01:20 | 01:20 | 01:20 | 01:20 | 01:20 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.96% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 00:00 | 00:00 |