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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 | |
 | Blink Dagger | 138 | 59.23% | 100.0 | 57.97% | +27.44% | +2.03% | +3.79% | 0.19% | 28:22 | 13:39 | 23:08 | 26:46 | 32:29 | 1:10:35 | 09:21 | 06:55 |
 | Aether Lens | 129 | 55.36% | 97.7 | 55.81% | +20.23% | +12.94% | +12.94% | 0.00% | 23:54 | 11:10 | 16:56 | 21:51 | 30:37 | 60:01 | 13:41 | 10:08 |
 | Void Stone | 136 | 58.37% | 95.5 | 54.41% | +18.33% | +7.35% | +10.30% | 0.20% | 23:34 | 09:59 | 16:25 | 21:13 | 30:50 | 60:01 | 14:25 | 10:40 |
 | Octarine Core | 13 | 5.58% | 93.2 | 76.92% | +31.92% | +23.08% | -10.25% | 0.00% | 41:35 | 25:14 | 32:33 | 42:13 | 46:46 | 52:15 | 14:13 | 10:31 |
 | Boots of Travel | 8 | 3.43% | 90.9 | 87.50% | +42.17% | +12.50% | -37.50% | 0.00% | 51:22 | 35:45 | 39:19 | 43:12 | 57:34 | 1:27:28 | 18:15 | 13:31 |
 | Aeon Disk | 32 | 13.73% | 88.6 | 62.50% | +18.22% | 0.00% | -12.50% | -1.32% | 41:24 | 26:42 | 35:39 | 40:20 | 45:06 | 1:04:47 | 09:27 | 07:00 |
 | Magic Stick | 209 | 89.70% | 86.4 | 48.80% | +19.63% | +6.97% | -4.57% | -2.31% | 03:22 | -01:29 | -01:29 | 02:18 | 06:29 | 23:31 | 07:58 | 05:54 |
 | Aghanim's Shard | 133 | 57.08% | 84.1 | 49.62% | +6.62% | +1.90% | -7.20% | -1.00% | 28:55 | 15:01 | 23:16 | 28:13 | 32:21 | 57:59 | 09:05 | 06:43 |
 | Arcane Boots | 224 | 96.14% | 81.8 | 47.32% | +13.99% | +2.68% | -8.03% | -3.45% | 11:08 | 03:11 | 08:57 | 10:31 | 12:03 | 34:23 | 03:06 | 02:17 |
 | Magic Wand | 170 | 72.96% | 79.5 | 48.24% | +5.38% | +7.57% | -5.38% | -2.24% | 10:12 | 01:06 | 06:46 | 09:26 | 12:33 | 42:59 | 05:47 | 04:17 |
 | Boots of Speed | 233 | 100.00% | 77.3 | 46.78% | +46.78% | -1.95% | -5.40% | -1.25% | 03:39 | -01:29 | 02:53 | 04:19 | 05:38 | 11:28 | 02:45 | 02:02 |
 | Ghost Scepter | 26 | 11.16% | 75.0 | 61.54% | +16.61% | +24.17% | -11.54% | -2.69% | 34:38 | 22:47 | 27:15 | 33:55 | 40:32 | 47:53 | 13:17 | 09:50 |
 | Fluffy Hat | 165 | 70.82% | 72.7 | 47.27% | +1.68% | +8.83% | -8.25% | -2.24% | 17:03 | 07:09 | 11:58 | 14:37 | 19:35 | 50:14 | 07:37 | 05:38 |
 | Glimmer Cape | 37 | 15.88% | 70.5 | 56.76% | +11.86% | +9.91% | -23.43% | -2.29% | 30:57 | 17:10 | 23:36 | 31:32 | 38:08 | 50:36 | 14:32 | 10:45 |
 | Force Staff | 143 | 61.37% | 68.2 | 46.15% | -1.63% | -1.71% | -4.48% | -0.36% | 23:43 | 15:19 | 18:43 | 20:34 | 26:22 | 1:07:45 | 07:39 | 05:40 |
 | Ring of Protection | 28 | 12.02% | 65.9 | 57.14% | +11.77% | +14.29% | -14.28% | -2.55% | 14:57 | -01:29 | 08:46 | 16:50 | 19:59 | 34:03 | 11:13 | 08:18 |
 | Wind Lace | 83 | 35.62% | 63.6 | 45.78% | -1.55% | -7.68% | -2.92% | 0.34% | 16:57 | -01:30 | 09:02 | 13:47 | 22:58 | 50:37 | 13:56 | 10:19 |
 | Guardian Greaves | 16 | 6.87% | 61.4 | 62.50% | +16.88% | -12.50% | +12.50% | 0.00% | 25:50 | 19:08 | 22:07 | 22:57 | 28:28 | 40:48 | 06:21 | 04:42 |
 | Mekansm | 19 | 8.15% | 59.1 | 57.89% | +12.10% | -17.89% | -17.89% | 0.00% | 18:56 | 14:02 | 16:14 | 18:01 | 19:14 | 30:28 | 03:00 | 02:13 |
 | Chainmail | 19 | 8.15% | 56.8 | 57.89% | +12.10% | +2.11% | -17.89% | -4.08% | 16:56 | 12:35 | 13:33 | 16:07 | 18:27 | 30:17 | 04:54 | 03:37 |
 | Buckler | 17 | 7.30% | 54.5 | 58.82% | +12.99% | +16.18% | -33.82% | -11.45% | 21:32 | 15:27 | 18:27 | 20:02 | 22:49 | 34:03 | 04:22 | 03:14 |
 | Tranquil Boots | 46 | 19.74% | 52.3 | 45.65% | -1.41% | +12.68% | -9.29% | -1.66% | 24:11 | 06:16 | 16:38 | 22:51 | 29:50 | 50:58 | 13:12 | 09:46 |
 | Quelling Blade | 33 | 14.16% | 50.0 | 45.45% | -1.55% | -7.95% | -7.95% | 0.00% | 05:02 | -01:29 | -01:29 | -01:29 | 10:18 | 40:54 | 11:47 | 08:43 |
 | Aghanim's Scepter | 7 | 3.00% | 47.7 | 71.43% | +25.41% | +28.57% | -21.43% | 0.00% | 37:02 | 22:49 | 28:36 | 33:32 | 37:04 | 55:29 | 08:28 | 06:16 |
 | Headdress | 23 | 9.87% | 45.5 | 47.83% | +1.16% | +2.17% | -14.50% | -3.20% | 15:50 | -01:29 | 12:39 | 15:38 | 17:52 | 34:31 | 05:13 | 03:51 |
 | Ring of Health | 17 | 7.30% | 43.2 | 41.18% | -6.04% | +8.82% | -16.18% | -1.23% | 30:55 | 14:43 | 18:47 | 31:06 | 39:10 | 59:22 | 20:23 | 15:05 |
 | Urn of Shadows | 7 | 3.00% | 40.9 | 57.14% | +10.68% | +42.86% | -57.14% | 0.00% | 10:05 | 07:26 | 08:50 | 10:05 | 10:20 | 13:44 | 01:30 | 01:06 |
 | Blight Stone | 7 | 3.00% | 38.6 | 57.14% | +10.68% | -7.14% | -7.14% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | -00:55 | 00:00 | 00:00 |
 | Black King Bar | 2 | 0.86% | 36.4 | 100.00% | +53.68% | 0.00% | 0.00% | 0.00% | 54:57 | 50:31 | 50:31 | 59:22 | 59:22 | 59:22 | 08:51 | 06:33 |
 | Spirit Vessel | 5 | 2.15% | 34.1 | 60.00% | +13.51% | -60.00% | -60.00% | 0.00% | 18:44 | 15:55 | 15:55 | 17:48 | 18:12 | 24:01 | 02:17 | 01:41 |
 | Lotus Orb | 9 | 3.86% | 31.8 | 44.44% | -2.44% | +5.56% | +5.56% | 0.00% | 36:42 | 19:29 | 22:13 | 34:20 | 43:26 | 59:22 | 21:13 | 15:42 |
 | Hood of Defiance | 6 | 2.58% | 29.5 | 50.00% | +3.30% | 0.00% | +50.00% | 0.00% | 23:20 | 14:48 | 18:58 | 20:44 | 31:25 | 33:20 | 12:27 | 09:13 |
 | Eul's Scepter of Divinity | 8 | 3.43% | 27.3 | 37.50% | -9.61% | +12.50% | +12.50% | 0.00% | 37:49 | 23:04 | 26:52 | 37:48 | 44:37 | 50:20 | 17:45 | 13:08 |
 | Wraith Band | 5 | 2.15% | 25.0 | 40.00% | -6.93% | +60.00% | -40.00% | 0.00% | 01:27 | -01:30 | -01:30 | -01:29 | 04:22 | 07:23 | 05:52 | 04:20 |
 | Drum of Endurance | 2 | 0.86% | 22.7 | 50.00% | +3.25% | +50.00% | 0.00% | 0.00% | 44:05 | 39:27 | 39:27 | 48:42 | 48:42 | 48:42 | 09:15 | 06:51 |
 | Pipe of Insight | 4 | 1.72% | 20.5 | 25.00% | -22.16% | -25.00% | +75.00% | 0.00% | 30:42 | 18:18 | 18:18 | 28:26 | 34:37 | 41:27 | 16:19 | 12:05 |
 | Kaya | 1 | 0.43% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Crown | 1 | 0.43% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 16:05 | 00:00 | 00:00 |
 | Bottle | 1 | 0.43% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.43% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.43% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 16:04 | 00:00 | 00:00 |
 | Null Talisman | 7 | 3.00% | 6.8 | 0.00% | -48.23% | 0.00% | 0.00% | 0.00% | 02:41 | 02:06 | 02:10 | 02:33 | 02:44 | 03:44 | 00:34 | 00:25 |
 | Bracer | 1 | 0.43% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:34 | 26:34 | 26:34 | 26:34 | 26:34 | 26:34 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.43% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |