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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 | |
 | Aeon Disk | 22 | 8.43% | 100.0 | 86.36% | +34.90% | -3.03% | +13.64% | 1.60% | 41:37 | 28:21 | 37:21 | 39:52 | 47:48 | 60:17 | 10:27 | 07:44 |
 | Blink Dagger | 116 | 44.44% | 97.4 | 67.24% | +23.10% | -12.07% | +1.73% | 1.28% | 30:01 | 16:24 | 24:29 | 28:22 | 35:17 | 57:35 | 10:48 | 08:00 |
 | Tranquil Boots | 130 | 49.81% | 94.7 | 63.08% | +17.28% | +3.59% | -3.70% | -0.61% | 19:06 | 03:20 | 12:53 | 18:16 | 24:55 | 43:43 | 12:02 | 08:54 |
 | Glimmer Cape | 40 | 15.33% | 92.1 | 70.00% | +18.42% | -10.00% | +10.00% | 1.94% | 27:49 | 17:38 | 22:21 | 25:28 | 32:38 | 44:08 | 10:17 | 07:37 |
 | Aghanim's Scepter | 49 | 18.77% | 89.5 | 65.31% | +13.42% | -6.98% | +9.69% | 1.83% | 33:37 | 20:54 | 27:57 | 31:00 | 37:05 | 53:38 | 09:08 | 06:45 |
 | Wind Lace | 162 | 62.07% | 86.8 | 56.79% | +6.28% | -8.01% | -4.29% | 0.30% | 12:20 | -01:29 | 05:55 | 10:18 | 18:10 | 40:38 | 12:15 | 09:04 |
 | Magic Stick | 212 | 81.23% | 84.2 | 55.66% | +6.68% | +0.94% | -0.94% | -0.29% | 04:03 | -01:29 | -01:29 | 02:23 | 07:55 | 29:24 | 09:24 | 06:57 |
 | Void Stone | 174 | 66.67% | 81.6 | 56.32% | +5.75% | +2.77% | +6.47% | 0.50% | 20:26 | 09:49 | 16:00 | 18:55 | 23:28 | 49:22 | 07:28 | 05:31 |
 | Boots of Speed | 261 | 100.00% | 78.9 | 54.41% | +54.41% | -0.56% | +13.28% | 3.22% | 05:25 | -01:30 | 03:45 | 06:07 | 08:03 | 14:17 | 04:18 | 03:11 |
 | Aether Lens | 167 | 63.98% | 76.3 | 55.69% | +3.56% | +13.36% | +1.45% | -1.63% | 21:27 | 11:34 | 17:05 | 20:18 | 24:23 | 43:29 | 07:18 | 05:24 |
 | Fluffy Hat | 62 | 23.75% | 73.7 | 59.68% | +6.92% | +9.07% | -13.01% | -2.65% | 17:36 | -01:29 | 12:29 | 15:54 | 20:48 | 49:46 | 08:19 | 06:09 |
 | Magic Wand | 145 | 55.56% | 71.1 | 54.48% | +0.17% | +3.85% | -12.81% | -2.78% | 12:37 | -01:29 | 08:48 | 11:45 | 14:47 | 33:15 | 05:59 | 04:25 |
 | Arcane Boots | 176 | 67.43% | 68.4 | 53.41% | -3.06% | -1.14% | +3.41% | 0.97% | 12:48 | 04:25 | 09:44 | 11:42 | 14:25 | 56:39 | 04:41 | 03:28 |
 | Aghanim's Shard | 63 | 24.14% | 65.8 | 55.56% | +1.52% | -5.56% | +6.94% | 1.22% | 24:35 | 15:00 | 18:15 | 24:42 | 28:28 | 42:39 | 10:13 | 07:34 |
 | Force Staff | 18 | 6.90% | 63.2 | 61.11% | +7.20% | +18.89% | -11.11% | -2.58% | 33:30 | 19:50 | 27:18 | 31:05 | 38:57 | 49:46 | 11:39 | 08:37 |
 | Ghost Scepter | 32 | 12.26% | 60.5 | 50.00% | -5.02% | -12.50% | +12.50% | 2.02% | 30:47 | 17:43 | 23:02 | 28:40 | 35:26 | 54:50 | 12:24 | 09:11 |
 | Ring of Basilius | 19 | 7.28% | 57.9 | 52.63% | -1.92% | +7.37% | +7.37% | 0.00% | 04:36 | -01:29 | 02:18 | 03:59 | 05:04 | 13:37 | 02:46 | 02:02 |
 | Drum of Endurance | 3 | 1.15% | 55.3 | 100.00% | +46.12% | 0.00% | 0.00% | 0.00% | 19:49 | 16:22 | 16:22 | 19:32 | 23:33 | 23:33 | 07:11 | 05:19 |
 | Octarine Core | 5 | 1.92% | 52.6 | 80.00% | +26.09% | +20.00% | -80.00% | 0.00% | 37:58 | 34:56 | 34:56 | 38:48 | 39:39 | 41:11 | 04:43 | 03:29 |
 | Quelling Blade | 10 | 3.83% | 50.0 | 60.00% | +5.82% | +40.00% | -60.00% | -8.56% | 15:07 | 01:33 | 08:16 | 10:21 | 19:57 | 42:12 | 11:41 | 08:39 |
 | Boots of Bearing | 2 | 0.77% | 47.4 | 100.00% | +45.95% | 0.00% | 0.00% | 0.00% | 32:36 | 30:05 | 30:05 | 35:07 | 35:07 | 35:07 | 05:02 | 03:43 |
 | Scythe of Vyse | 2 | 0.77% | 44.7 | 100.00% | +45.95% | 0.00% | 0.00% | 0.00% | 49:01 | 48:29 | 48:29 | 49:32 | 49:32 | 49:32 | 01:03 | 00:46 |
 | Eul's Scepter of Divinity | 2 | 0.77% | 42.1 | 100.00% | +45.95% | 0.00% | 0.00% | 0.00% | 30:18 | 25:34 | 25:34 | 35:01 | 35:01 | 35:01 | 09:27 | 07:00 |
 | Null Talisman | 5 | 1.92% | 39.5 | 60.00% | +5.70% | +40.00% | +40.00% | 0.00% | 03:07 | 00:50 | 00:50 | 03:28 | 03:51 | 04:41 | 03:01 | 02:14 |
 | Soul Ring | 1 | 0.38% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 16:28 | 00:00 | 00:00 |
 | Ring of Health | 1 | 0.38% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 22:40 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.38% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 |
 | Bracer | 5 | 1.92% | 28.9 | 40.00% | -14.69% | -40.00% | -40.00% | 0.00% | 16:53 | 10:11 | 10:11 | 15:38 | 19:51 | 25:28 | 09:40 | 07:09 |
 | Black King Bar | 2 | 0.77% | 26.3 | 50.00% | -4.44% | +50.00% | 0.00% | 0.00% | 39:09 | 27:50 | 27:50 | 50:27 | 50:27 | 50:27 | 22:37 | 16:45 |
 | Ring of Protection | 3 | 1.15% | 23.7 | 33.33% | -21.32% | -33.33% | 0.00% | 0.00% | 18:09 | -01:26 | -01:26 | 15:15 | 40:38 | 40:38 | 42:04 | 31:09 |
 | Chainmail | 1 | 0.38% | 21.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 18:02 | 00:00 | 00:00 |
 | Blight Stone | 2 | 0.77% | 18.4 | 0.00% | -54.83% | 0.00% | 0.00% | 0.00% | 08:53 | -01:29 | -01:29 | 19:14 | 19:14 | 19:14 | 20:43 | 15:20 |
 | Urn of Shadows | 1 | 0.38% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.38% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.38% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 00:00 | 00:00 |
 | Crown | 1 | 0.38% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.38% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |
 | Headdress | 2 | 0.77% | 2.6 | 0.00% | -54.83% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |