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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 | 13 | 8.72% | 100.0 | 84.62% | +32.41% | +15.38% | -51.29% | -5.77% | 33:48 | 14:08 | 28:45 | 33:33 | 40:18 | 48:11 | 11:33 | 08:33 |
 | Blink Dagger | 115 | 77.18% | 97.6 | 62.61% | +33.20% | +20.15% | -7.44% | -5.26% | 22:54 | 14:50 | 19:46 | 21:50 | 25:01 | 41:59 | 05:15 | 03:53 |
 | Void Stone | 17 | 11.41% | 95.1 | 76.47% | +24.20% | -26.47% | -26.47% | 0.00% | 33:30 | 18:16 | 26:20 | 33:16 | 38:28 | 48:11 | 12:08 | 08:59 |
 | Magic Stick | 146 | 97.99% | 92.7 | 55.48% | +22.15% | +12.09% | -22.15% | -7.16% | 04:35 | -01:30 | 02:03 | 03:49 | 06:50 | 30:21 | 04:47 | 03:32 |
 | Wind Lace | 137 | 91.95% | 90.2 | 55.47% | +5.47% | +3.35% | +9.24% | 1.19% | 07:09 | -01:30 | 03:37 | 05:35 | 08:33 | 44:30 | 04:56 | 03:39 |
 | Boots of Speed | 149 | 100.00% | 87.8 | 55.03% | +55.03% | -0.98% | +1.73% | 1.02% | 01:02 | -01:29 | -01:29 | -01:29 | 04:08 | 10:47 | 05:37 | 04:09 |
 | Magic Wand | 94 | 63.09% | 85.4 | 57.45% | +6.54% | -7.45% | +3.42% | 2.35% | 12:03 | 03:10 | 09:01 | 10:08 | 13:39 | 37:14 | 04:38 | 03:25 |
 | Fluffy Hat | 55 | 36.91% | 82.9 | 60.00% | +7.87% | +11.43% | +4.29% | -0.95% | 13:28 | 04:13 | 07:53 | 10:42 | 15:25 | 38:13 | 07:32 | 05:34 |
 | Aghanim's Shard | 33 | 22.15% | 80.5 | 63.64% | +11.05% | -1.14% | -13.64% | -1.34% | 31:02 | 20:01 | 25:28 | 29:18 | 34:49 | 50:12 | 09:21 | 06:55 |
 | Tranquil Boots | 115 | 77.18% | 78.0 | 53.91% | -4.91% | +8.16% | +1.26% | -1.91% | 07:39 | 02:32 | 05:21 | 06:50 | 08:58 | 24:52 | 03:37 | 02:40 |
 | Force Staff | 12 | 8.05% | 75.6 | 75.00% | +21.72% | -8.33% | -8.33% | 0.00% | 31:47 | 26:56 | 28:04 | 30:17 | 33:30 | 40:17 | 05:26 | 04:01 |
 | Chainmail | 54 | 36.24% | 73.2 | 55.56% | +0.82% | +30.15% | -9.41% | -4.53% | 15:46 | 05:12 | 09:44 | 13:22 | 18:28 | 41:08 | 08:44 | 06:28 |
 | Phase Boots | 18 | 12.08% | 70.7 | 66.67% | +13.23% | +13.33% | -66.67% | -47.06% | 10:55 | 07:19 | 09:14 | 09:37 | 10:56 | 24:50 | 01:42 | 01:15 |
 | Lotus Orb | 7 | 4.70% | 68.3 | 85.71% | +32.19% | +14.29% | -35.71% | 0.00% | 37:06 | 28:45 | 32:47 | 38:28 | 38:29 | 47:22 | 05:42 | 04:13 |
 | Blight Stone | 56 | 37.58% | 65.9 | 53.57% | -2.34% | -3.57% | -17.86% | -1.39% | 16:40 | -01:29 | 10:26 | 13:14 | 20:43 | 41:38 | 10:17 | 07:37 |
 | Crown | 33 | 22.15% | 63.4 | 57.58% | +3.27% | +4.92% | -7.58% | -1.86% | 23:56 | 14:10 | 19:04 | 22:29 | 25:47 | 44:30 | 06:43 | 04:58 |
 | Ghost Scepter | 9 | 6.04% | 61.0 | 77.78% | +24.21% | +22.22% | -27.78% | 0.00% | 34:05 | 23:46 | 24:30 | 29:18 | 37:46 | 60:45 | 13:16 | 09:49 |
 | Medallion of Courage | 43 | 28.86% | 58.5 | 53.49% | -2.17% | +19.24% | -17.13% | -4.54% | 19:10 | 11:19 | 13:54 | 16:51 | 21:55 | 41:38 | 08:01 | 05:56 |
 | Solar Crest | 32 | 21.48% | 56.1 | 56.25% | +1.55% | +18.75% | -18.75% | -4.23% | 26:26 | 18:34 | 21:36 | 24:15 | 30:28 | 44:30 | 08:52 | 06:34 |
 | Falcon Blade | 18 | 12.08% | 53.7 | 61.11% | +6.91% | +18.89% | -11.11% | -12.16% | 12:54 | 08:03 | 11:22 | 13:08 | 13:50 | 17:34 | 02:28 | 01:49 |
 | Drum of Endurance | 12 | 8.05% | 51.2 | 66.67% | +12.66% | +33.33% | -33.34% | 0.00% | 20:02 | 13:07 | 17:15 | 18:11 | 21:32 | 27:58 | 04:17 | 03:10 |
 | Black King Bar | 7 | 4.70% | 48.8 | 71.43% | +17.20% | +28.57% | -71.43% | 0.00% | 40:32 | 32:08 | 32:30 | 39:33 | 41:18 | 53:04 | 08:48 | 06:31 |
 | Quelling Blade | 7 | 4.70% | 46.3 | 71.43% | +17.20% | +28.57% | -21.43% | 0.00% | 03:13 | -01:29 | -01:29 | -01:24 | 03:53 | 19:35 | 05:22 | 03:58 |
 | Aghanim's Scepter | 7 | 4.70% | 43.9 | 71.43% | +17.20% | -21.43% | +28.57% | 0.00% | 40:21 | 30:29 | 35:48 | 39:35 | 41:44 | 53:16 | 05:56 | 04:23 |
 | Glimmer Cape | 7 | 4.70% | 41.5 | 71.43% | +17.20% | +28.57% | -21.43% | 0.00% | 30:55 | 24:06 | 29:24 | 30:02 | 33:34 | 35:57 | 04:10 | 03:05 |
 | Orb of Corrosion | 12 | 8.05% | 39.0 | 58.33% | +3.59% | -25.00% | +41.67% | 0.00% | 10:52 | 05:23 | 07:43 | 10:11 | 13:36 | 16:08 | 05:53 | 04:21 |
 | Bracer | 12 | 8.05% | 36.6 | 58.33% | +3.59% | -25.00% | -25.00% | 0.00% | 06:04 | -01:29 | -01:29 | 07:36 | 09:56 | 14:19 | 11:25 | 08:27 |
 | Ring of Protection | 18 | 12.08% | 34.1 | 50.00% | -5.73% | +10.00% | 0.00% | -0.55% | 12:12 | -01:29 | -01:29 | 12:01 | 19:43 | 34:10 | 21:12 | 15:42 |
 | Orb of Venom | 30 | 20.13% | 31.7 | 43.33% | -14.65% | -5.83% | -0.47% | 4.02% | 00:57 | -01:29 | -01:29 | -01:29 | 02:49 | 13:07 | 04:18 | 03:11 |
 | Ring of Basilius | 4 | 2.68% | 29.3 | 75.00% | +20.52% | +25.00% | -75.00% | 0.00% | 29:37 | 19:43 | 19:43 | 28:26 | 31:09 | 39:10 | 11:26 | 08:28 |
 | Buckler | 4 | 2.68% | 26.8 | 75.00% | +20.52% | +25.00% | -75.00% | 0.00% | 27:33 | 19:43 | 19:43 | 27:52 | 28:26 | 34:10 | 08:43 | 06:27 |
 | Hood of Defiance | 2 | 1.34% | 24.4 | 100.00% | +45.58% | 0.00% | 0.00% | 0.00% | 16:29 | 14:20 | 14:20 | 18:37 | 18:37 | 18:37 | 04:17 | 03:10 |
 | Eul's Scepter of Divinity | 5 | 3.36% | 22.0 | 60.00% | +5.14% | -60.00% | +40.00% | 0.00% | 27:10 | 18:20 | 18:20 | 26:36 | 28:28 | 36:51 | 10:08 | 07:30 |
 | Morbid Mask | 3 | 2.01% | 19.5 | 66.67% | +11.88% | +33.33% | 0.00% | 0.00% | 29:42 | 21:30 | 21:30 | 28:26 | 39:11 | 39:11 | 17:41 | 13:05 |
 | Vladmir's Offering | 3 | 2.01% | 17.1 | 66.67% | +11.88% | +33.33% | 0.00% | 0.00% | 30:48 | 22:57 | 22:57 | 28:26 | 41:01 | 41:01 | 18:04 | 13:22 |
 | Urn of Shadows | 12 | 8.05% | 14.6 | 33.33% | -23.60% | -33.33% | -33.33% | 0.00% | 12:34 | 04:28 | 09:35 | 12:09 | 13:33 | 29:28 | 03:58 | 02:56 |
 | Ethereal Blade | 1 | 0.67% | 12.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.67% | 9.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 43:02 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.67% | 7.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:16 | 39:16 | 39:16 | 39:16 | 39:16 | 39:16 | 00:00 | 00:00 |
 | Arcane Boots | 2 | 1.34% | 4.9 | 50.00% | -5.10% | +50.00% | 0.00% | 0.00% | 20:51 | 13:11 | 13:11 | 28:30 | 28:30 | 28:30 | 15:19 | 11:20 |
 | Spirit Vessel | 3 | 2.01% | 2.4 | 33.33% | -22.15% | -33.33% | 0.00% | 0.00% | 27:00 | 22:02 | 22:02 | 24:56 | 34:01 | 34:01 | 11:59 | 08:52 |