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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 | |
 | Drum of Endurance | 28 | 14.43% | 100.0 | 71.43% | +23.84% | -28.57% | +14.28% | 4.02% | 25:36 | 14:14 | 18:37 | 24:02 | 29:16 | 58:49 | 10:39 | 07:53 |
 | Force Staff | 113 | 58.25% | 98.2 | 57.52% | +15.54% | +13.91% | -3.95% | -1.66% | 29:14 | 17:07 | 22:34 | 28:33 | 33:19 | 1:04:05 | 10:45 | 07:57 |
 | Fluffy Hat | 150 | 77.32% | 96.5 | 55.33% | +18.97% | -5.33% | +17.64% | 2.92% | 17:43 | 05:50 | 12:11 | 15:24 | 20:03 | 50:26 | 07:52 | 05:49 |
 | Guardian Greaves | 25 | 12.89% | 94.7 | 68.00% | +19.48% | -1.33% | +15.33% | 1.97% | 30:31 | 13:03 | 24:44 | 28:52 | 33:12 | 51:43 | 08:28 | 06:16 |
 | Buckler | 61 | 31.44% | 93.0 | 59.02% | +11.65% | -12.35% | +0.98% | 0.84% | 29:24 | 10:45 | 21:55 | 26:28 | 37:42 | 54:55 | 15:47 | 11:41 |
 | Holy Locket | 29 | 14.95% | 91.2 | 65.52% | +17.04% | +20.19% | +5.91% | -1.48% | 25:07 | 16:20 | 19:18 | 23:34 | 28:58 | 37:59 | 09:40 | 07:09 |
 | Arcane Boots | 130 | 67.01% | 89.5 | 53.85% | +8.54% | -2.33% | -16.35% | -3.41% | 13:31 | 05:29 | 11:26 | 13:11 | 15:33 | 27:37 | 04:07 | 03:02 |
 | Wind Lace | 111 | 57.22% | 87.7 | 54.05% | +7.06% | -11.19% | +17.38% | 2.81% | 08:00 | -01:30 | -01:29 | 06:28 | 11:39 | 58:49 | 13:08 | 09:43 |
 | Boots of Speed | 194 | 100.00% | 86.0 | 51.03% | +51.03% | -2.05% | -7.28% | -1.41% | 05:56 | -01:29 | 04:23 | 06:11 | 08:06 | 16:17 | 03:43 | 02:45 |
 | Magic Wand | 138 | 71.13% | 84.2 | 52.17% | +3.96% | -6.46% | -2.17% | 0.94% | 13:00 | 01:51 | 10:09 | 12:35 | 14:43 | 34:17 | 04:34 | 03:22 |
 | Boots of Travel | 5 | 2.58% | 82.5 | 100.00% | +50.26% | 0.00% | 0.00% | 0.00% | 51:44 | 44:28 | 44:28 | 50:31 | 51:15 | 1:05:38 | 06:47 | 05:01 |
 | Magic Stick | 184 | 94.85% | 80.7 | 50.00% | -20.00% | +4.35% | -2.17% | -1.29% | 04:54 | -01:29 | 02:08 | 04:34 | 07:11 | 15:10 | 05:03 | 03:44 |
 | Headdress | 75 | 38.66% | 78.9 | 54.67% | +5.93% | -2.04% | -2.04% | 0.00% | 19:39 | 07:15 | 15:29 | 18:29 | 21:59 | 37:20 | 06:30 | 04:48 |
 | Glimmer Cape | 43 | 22.16% | 77.2 | 58.14% | +9.13% | -3.59% | +14.59% | 2.45% | 30:36 | 18:15 | 25:45 | 28:43 | 33:10 | 49:46 | 07:25 | 05:29 |
 | Ring of Protection | 66 | 34.02% | 75.4 | 54.55% | +5.33% | -13.37% | +1.70% | 0.89% | 25:06 | -01:29 | 18:34 | 24:47 | 35:32 | 54:55 | 16:58 | 12:34 |
 | Chainmail | 65 | 33.51% | 73.7 | 53.85% | +4.24% | +8.65% | -3.85% | -2.04% | 17:43 | 06:30 | 13:39 | 16:38 | 19:46 | 39:29 | 06:07 | 04:31 |
 | Void Stone | 20 | 10.31% | 71.9 | 65.00% | +15.57% | +15.00% | -5.00% | -2.15% | 35:35 | 13:19 | 30:24 | 36:10 | 39:43 | 1:01:52 | 09:19 | 06:54 |
 | Ring of Health | 27 | 13.92% | 70.2 | 59.26% | +9.56% | -30.69% | -2.12% | 1.92% | 32:49 | 15:18 | 23:02 | 34:04 | 37:57 | 1:01:52 | 14:55 | 11:02 |
 | Quelling Blade | 23 | 11.86% | 68.4 | 60.87% | +11.16% | -27.54% | +22.46% | 4.86% | 11:43 | -01:29 | -01:25 | 10:16 | 11:42 | 49:28 | 13:07 | 09:42 |
 | Phase Boots | 11 | 5.67% | 66.7 | 72.73% | +23.00% | -6.06% | -39.40% | 0.00% | 15:38 | 13:01 | 13:36 | 15:58 | 16:15 | 19:44 | 02:39 | 01:57 |
 | Lotus Orb | 13 | 6.70% | 64.9 | 69.23% | +19.51% | +30.77% | -35.90% | -6.03% | 40:20 | 29:43 | 34:16 | 37:58 | 45:19 | 1:01:52 | 11:03 | 08:11 |
 | Morbid Mask | 28 | 14.43% | 63.2 | 57.14% | +7.14% | 0.00% | 0.00% | 0.00% | 37:54 | 19:24 | 28:08 | 37:38 | 44:52 | 1:03:16 | 16:44 | 12:23 |
 | Ring of Basilius | 29 | 14.95% | 61.4 | 55.17% | +4.87% | -26.60% | +16.26% | 2.42% | 34:50 | 02:51 | 24:51 | 35:33 | 42:35 | 1:03:16 | 17:44 | 13:08 |
 | Vladmir's Offering | 27 | 13.92% | 59.6 | 55.56% | +5.26% | +15.87% | +1.58% | -0.86% | 38:21 | 20:21 | 28:55 | 40:22 | 45:34 | 1:03:16 | 16:39 | 12:20 |
 | Mekansm | 49 | 25.26% | 57.9 | 46.94% | -5.47% | +19.73% | -13.61% | -5.38% | 22:07 | 09:37 | 18:44 | 20:23 | 24:56 | 50:27 | 06:12 | 04:35 |
 | Wraith Pact | 14 | 7.22% | 56.1 | 57.14% | +6.58% | -7.14% | +9.53% | 0.93% | 42:15 | 27:47 | 32:07 | 36:18 | 49:57 | 1:08:05 | 17:50 | 13:12 |
 | Boots of Bearing | 7 | 3.61% | 54.4 | 71.43% | +21.16% | -21.43% | +28.57% | 0.00% | 40:13 | 33:03 | 34:11 | 40:54 | 42:43 | 46:10 | 08:32 | 06:19 |
 | Crown | 3 | 1.55% | 52.6 | 100.00% | +49.74% | 0.00% | 0.00% | 0.00% | 23:52 | 16:12 | 16:12 | 23:16 | 32:07 | 32:07 | 15:55 | 11:47 |
 | Bracer | 3 | 1.55% | 50.9 | 100.00% | +49.74% | 0.00% | 0.00% | 0.00% | 19:40 | 12:09 | 12:09 | 16:19 | 30:31 | 30:31 | 18:22 | 13:36 |
 | Ghost Scepter | 25 | 12.89% | 49.1 | 48.00% | -3.48% | +18.67% | +2.00% | -1.28% | 35:00 | 18:05 | 27:29 | 33:31 | 40:32 | 56:48 | 13:03 | 09:40 |
 | Tranquil Boots | 33 | 17.01% | 47.4 | 42.42% | -10.38% | -4.92% | -4.92% | 0.00% | 20:07 | 07:17 | 10:48 | 13:47 | 30:43 | 45:29 | 19:55 | 14:45 |
 | Aeon Disk | 13 | 6.70% | 45.6 | 53.85% | +3.02% | +12.82% | +12.82% | 0.00% | 41:51 | 26:23 | 36:34 | 41:28 | 46:34 | 53:29 | 10:00 | 07:24 |
 | Blight Stone | 4 | 2.06% | 43.9 | 75.00% | +24.47% | +25.00% | +25.00% | 0.00% | 22:00 | 17:37 | 17:37 | 18:43 | 21:10 | 30:31 | 03:33 | 02:37 |
 | Solar Crest | 2 | 1.03% | 42.1 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 30:23 | 27:19 | 27:19 | 33:26 | 33:26 | 33:26 | 06:07 | 04:31 |
 | Orb of Venom | 12 | 6.19% | 40.4 | 41.67% | -9.98% | +25.00% | -8.34% | 0.00% | -01:14 | -01:29 | -01:29 | -01:29 | -01:29 | 01:25 | 00:00 | 00:00 |
 | Blink Dagger | 5 | 2.58% | 38.6 | 60.00% | +9.21% | +40.00% | -60.00% | 0.00% | 40:19 | 32:16 | 32:16 | 40:34 | 41:26 | 54:32 | 09:10 | 06:47 |
 | Refresher Orb | 3 | 1.55% | 36.8 | 66.67% | +15.88% | -66.67% | 0.00% | 0.00% | 60:59 | 45:02 | 45:02 | 1:06:41 | 1:11:14 | 1:11:14 | 26:12 | 19:24 |
 | Helm of Iron Will | 3 | 1.55% | 35.1 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 28:28 | 19:12 | 19:12 | 32:11 | 34:00 | 34:00 | 14:48 | 10:57 |
 | Medallion of Courage | 3 | 1.55% | 33.3 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 23:42 | 19:15 | 19:15 | 21:19 | 30:31 | 30:31 | 11:16 | 08:20 |
 | Vanguard | 3 | 1.55% | 31.6 | 66.67% | +15.88% | -66.67% | 0.00% | 0.00% | 24:39 | 21:51 | 21:51 | 23:57 | 28:08 | 28:08 | 06:17 | 04:39 |
 | Crimson Guard | 3 | 1.55% | 29.8 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 30:28 | 24:14 | 24:14 | 33:07 | 34:04 | 34:04 | 09:50 | 07:17 |
 | Wraith Band | 11 | 5.67% | 28.1 | 36.36% | -15.55% | -3.03% | +30.31% | 0.00% | 27:36 | 14:59 | 23:47 | 26:41 | 32:37 | 38:49 | 08:50 | 06:32 |
 | Hood of Defiance | 8 | 4.12% | 26.3 | 37.50% | -14.11% | -37.50% | +12.50% | 0.00% | 24:25 | 17:18 | 17:36 | 20:44 | 27:21 | 35:03 | 09:45 | 07:13 |
 | Aghanim's Shard | 1 | 0.52% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.52% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 0.52% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Sange | 1 | 0.52% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 38:24 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.52% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 1:02:37 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.52% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.52% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.52% | 12.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.52% | 10.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.52% | 8.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.52% | 7.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 1:07:13 | 00:00 | 00:00 |
 | Pipe of Insight | 5 | 2.58% | 5.3 | 40.00% | -11.32% | -40.00% | -40.00% | 0.00% | 29:38 | 22:39 | 22:39 | 29:10 | 31:49 | 38:09 | 09:10 | 06:47 |
 | Eul's Scepter of Divinity | 3 | 1.55% | 3.5 | 33.33% | -17.98% | -33.33% | 0.00% | 0.00% | 26:34 | 18:55 | 18:55 | 29:53 | 30:53 | 30:53 | 11:58 | 08:51 |
 | Hand of Midas | 1 | 0.52% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |