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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 | 35 | 16.91% | 100.0 | 80.00% | +42.79% | +8.89% | +8.89% | 0.00% | 34:49 | 23:06 | 27:08 | 34:17 | 39:48 | 49:45 | 12:40 | 09:22 |
 | Aghanim's Shard | 146 | 70.53% | 97.6 | 50.68% | +21.17% | +11.48% | -20.12% | -5.22% | 25:05 | 20:00 | 21:34 | 23:54 | 27:37 | 42:10 | 06:03 | 04:28 |
 | Aether Lens | 135 | 65.22% | 95.1 | 50.37% | +17.04% | -0.37% | -3.31% | -0.58% | 20:55 | 10:08 | 16:56 | 19:53 | 21:58 | 51:49 | 05:02 | 03:43 |
 | Tranquil Boots | 58 | 28.02% | 92.7 | 55.17% | +14.90% | +4.83% | -5.17% | -0.88% | 19:36 | 05:45 | 12:20 | 18:20 | 23:39 | 42:53 | 11:19 | 08:22 |
 | Void Stone | 141 | 68.12% | 90.2 | 49.65% | +16.32% | +1.78% | +4.64% | 0.48% | 19:25 | 09:53 | 15:20 | 18:08 | 21:15 | 44:12 | 05:55 | 04:22 |
 | Wind Lace | 84 | 40.58% | 87.8 | 52.38% | +13.36% | 0.00% | 0.00% | 0.00% | 13:03 | -01:29 | 06:07 | 11:51 | 17:47 | 42:44 | 11:40 | 08:38 |
 | Boots of Speed | 207 | 100.00% | 85.4 | 44.44% | +44.44% | -2.13% | -0.21% | 0.62% | 05:41 | -01:29 | 04:05 | 05:41 | 07:11 | 12:00 | 03:06 | 02:17 |
 | Arcane Boots | 173 | 83.57% | 82.9 | 44.51% | +0.39% | +4.33% | -11.95% | -3.88% | 12:28 | 06:59 | 09:56 | 12:15 | 14:08 | 33:07 | 04:12 | 03:06 |
 | Magic Stick | 179 | 86.47% | 80.5 | 43.58% | -6.42% | +5.31% | -10.25% | -2.87% | 03:12 | -01:29 | -01:29 | 01:48 | 06:54 | 17:42 | 08:23 | 06:12 |
 | Magic Wand | 89 | 43.00% | 78.0 | 43.82% | -1.10% | +1.63% | +1.63% | 0.00% | 11:02 | 01:59 | 07:56 | 10:31 | 13:06 | 35:09 | 05:10 | 03:49 |
 | Fluffy Hat | 49 | 23.67% | 75.6 | 46.94% | +3.27% | -5.27% | +11.39% | 1.33% | 16:57 | -01:29 | 09:42 | 15:51 | 22:14 | 34:27 | 12:32 | 09:17 |
 | Aghanim's Scepter | 34 | 16.43% | 73.2 | 50.00% | +6.65% | +5.56% | +12.50% | 0.55% | 34:07 | 20:20 | 27:41 | 33:48 | 40:21 | 49:41 | 12:40 | 09:22 |
 | Force Staff | 25 | 12.08% | 70.7 | 52.00% | +8.59% | -2.00% | -2.00% | 0.00% | 26:10 | 17:33 | 21:55 | 25:22 | 29:51 | 48:43 | 07:56 | 05:52 |
 | Octarine Core | 5 | 2.42% | 68.3 | 80.00% | +36.44% | -80.00% | +20.00% | 0.00% | 44:21 | 36:56 | 36:56 | 43:00 | 46:29 | 58:07 | 09:33 | 07:04 |
 | Aeon Disk | 5 | 2.42% | 65.9 | 80.00% | +36.44% | -80.00% | +20.00% | 0.00% | 44:54 | 37:01 | 37:01 | 43:20 | 48:47 | 55:35 | 11:46 | 08:42 |
 | Ghost Scepter | 31 | 14.98% | 63.4 | 41.94% | -2.95% | -16.94% | +8.06% | 4.45% | 28:38 | 15:18 | 25:08 | 28:08 | 30:45 | 57:26 | 05:37 | 04:09 |
 | Ring of Basilius | 22 | 10.63% | 61.0 | 45.45% | +1.13% | +4.55% | -25.45% | -5.50% | 05:38 | -01:29 | 02:53 | 05:35 | 08:20 | 11:46 | 05:27 | 04:02 |
 | Glimmer Cape | 35 | 16.91% | 58.5 | 40.00% | -5.35% | -28.89% | +15.56% | 3.80% | 30:29 | 16:50 | 23:44 | 28:36 | 35:25 | 60:17 | 11:41 | 08:39 |
 | Scythe of Vyse | 8 | 3.86% | 56.1 | 62.50% | +18.78% | +37.50% | -12.50% | -5.32% | 44:13 | 34:36 | 38:41 | 40:51 | 48:05 | 55:44 | 09:24 | 06:57 |
 | Ring of Health | 6 | 2.90% | 53.7 | 66.67% | +22.89% | +33.33% | +33.33% | 0.00% | 36:30 | 24:05 | 31:12 | 31:13 | 44:12 | 48:43 | 13:00 | 09:37 |
 | Null Talisman | 9 | 4.35% | 51.2 | 55.56% | +11.62% | +44.44% | -5.56% | -11.19% | 05:03 | -01:29 | 00:49 | 02:33 | 05:17 | 21:28 | 04:28 | 03:18 |
 | Eul's Scepter of Divinity | 4 | 1.93% | 48.8 | 75.00% | +31.16% | -75.00% | +25.00% | 0.00% | 22:16 | 16:07 | 16:07 | 20:20 | 20:49 | 31:48 | 04:42 | 03:28 |
 | Lotus Orb | 5 | 2.42% | 46.3 | 60.00% | +15.94% | +40.00% | +40.00% | 0.00% | 39:34 | 24:09 | 24:09 | 43:32 | 44:25 | 50:27 | 20:16 | 15:00 |
 | Ring of Protection | 6 | 2.90% | 43.9 | 50.00% | +5.72% | -50.00% | -50.00% | 0.00% | 10:16 | 05:27 | 06:20 | 09:21 | 12:01 | 16:56 | 05:41 | 04:12 |
 | Urn of Shadows | 6 | 2.90% | 41.5 | 50.00% | +5.72% | -50.00% | -50.00% | 0.00% | 10:57 | 06:02 | 06:55 | 10:51 | 12:39 | 16:56 | 05:44 | 04:14 |
 | Crown | 7 | 3.38% | 39.0 | 42.86% | -1.64% | -42.86% | +7.14% | 8.67% | 18:24 | 11:11 | 11:35 | 16:22 | 17:21 | 30:50 | 05:46 | 04:16 |
 | Blight Stone | 7 | 3.38% | 36.6 | 42.86% | -1.64% | +7.14% | +7.14% | 0.00% | 23:41 | 14:53 | 16:45 | 22:49 | 27:00 | 37:17 | 10:15 | 07:35 |
 | Solar Crest | 4 | 1.93% | 34.1 | 50.00% | +5.67% | +50.00% | -50.00% | 0.00% | 26:26 | 21:37 | 21:37 | 21:39 | 31:08 | 31:19 | 09:31 | 07:02 |
 | Spirit Vessel | 1 | 0.48% | 31.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.48% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:25 | 50:25 | 50:25 | 50:25 | 50:25 | 50:25 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.48% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.48% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.48% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 14:34 | 00:00 | 00:00 |
 | Quelling Blade | 5 | 2.42% | 19.5 | 40.00% | -4.55% | -40.00% | -40.00% | 0.00% | 11:53 | -01:29 | -01:29 | 07:42 | 11:43 | 36:03 | 13:12 | 09:46 |
 | Medallion of Courage | 6 | 2.90% | 17.1 | 33.33% | -11.45% | +16.67% | -33.33% | 0.00% | 21:46 | 15:45 | 17:13 | 17:21 | 27:22 | 30:04 | 10:09 | 07:31 |
 | Chainmail | 6 | 2.90% | 14.6 | 33.33% | -11.45% | +16.67% | -33.33% | 0.00% | 21:04 | 14:53 | 16:45 | 17:20 | 26:34 | 28:04 | 09:49 | 07:16 |
 | Veil of Discord | 3 | 1.45% | 12.2 | 33.33% | -11.28% | -33.33% | 0.00% | 0.00% | 15:21 | 12:47 | 12:47 | 16:03 | 17:12 | 17:12 | 04:25 | 03:16 |
 | Ethereal Blade | 3 | 1.45% | 9.8 | 33.33% | -11.28% | -33.33% | 0.00% | 0.00% | 35:27 | 31:02 | 31:02 | 37:30 | 37:49 | 37:49 | 06:47 | 05:01 |
 | Kaya | 1 | 0.48% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 50:46 | 00:00 | 00:00 |
 | Headdress | 2 | 0.97% | 4.9 | 0.00% | -44.88% | 0.00% | 0.00% | 0.00% | 18:13 | 01:58 | 01:58 | 34:27 | 34:27 | 34:27 | 32:29 | 24:03 |
 | Bottle | 1 | 0.48% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |