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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 | |
 | Crown | 44 | 28.76% | 100.0 | 56.82% | +23.79% | +6.82% | +6.82% | 0.00% | 22:25 | 07:34 | 17:26 | 21:15 | 25:27 | 39:55 | 08:01 | 05:56 |
 | Boots of Bearing | 24 | 15.69% | 98.4 | 62.50% | +26.84% | +4.17% | -12.50% | -1.35% | 37:10 | 21:40 | 30:08 | 37:18 | 42:28 | 53:46 | 12:20 | 09:08 |
 | Solar Crest | 43 | 28.10% | 96.7 | 55.81% | +22.17% | +16.92% | +7.83% | -1.32% | 25:04 | 15:57 | 20:18 | 24:01 | 27:11 | 40:20 | 06:53 | 05:05 |
 | Drum of Endurance | 37 | 24.18% | 95.1 | 56.76% | +22.28% | -1.20% | +9.91% | 1.01% | 26:16 | 14:29 | 19:06 | 24:35 | 30:04 | 53:46 | 10:58 | 08:07 |
 | Tranquil Boots | 50 | 32.68% | 93.4 | 54.00% | +20.99% | -0.15% | -4.00% | -0.20% | 22:58 | 08:31 | 13:15 | 20:05 | 32:11 | 45:18 | 18:56 | 14:01 |
 | Blight Stone | 43 | 28.10% | 91.8 | 53.49% | +18.94% | -8.04% | +10.15% | 2.23% | 19:50 | 10:03 | 14:52 | 18:00 | 23:01 | 39:55 | 08:09 | 06:02 |
 | Medallion of Courage | 43 | 28.10% | 90.2 | 53.49% | +18.94% | -8.04% | +10.15% | 2.31% | 20:07 | 12:08 | 15:09 | 18:34 | 23:01 | 39:55 | 07:52 | 05:49 |
 | Magic Wand | 122 | 79.74% | 88.5 | 44.26% | +21.68% | +4.13% | -4.26% | -1.27% | 10:13 | -01:29 | 06:22 | 10:08 | 12:59 | 32:12 | 06:37 | 04:54 |
 | Wind Lace | 105 | 68.63% | 86.9 | 43.81% | +12.56% | -9.19% | -5.35% | 0.26% | 12:34 | -01:30 | 04:23 | 09:39 | 19:01 | 45:18 | 14:38 | 10:50 |
 | Headdress | 40 | 26.14% | 85.2 | 50.00% | +13.72% | +10.00% | +20.00% | 0.92% | 18:42 | 05:57 | 12:28 | 17:00 | 23:21 | 38:43 | 10:53 | 08:03 |
 | Chainmail | 73 | 47.71% | 83.6 | 45.21% | +10.21% | +4.79% | -6.32% | -1.55% | 18:46 | 07:48 | 14:00 | 16:27 | 21:10 | 47:32 | 07:10 | 05:18 |
 | Ring of Protection | 76 | 49.67% | 82.0 | 44.74% | +9.68% | +18.42% | -2.63% | -2.52% | 15:26 | -01:29 | 10:21 | 13:16 | 18:42 | 47:07 | 08:21 | 06:11 |
 | Void Stone | 69 | 45.10% | 80.3 | 44.93% | +9.22% | +13.89% | -9.64% | -2.29% | 18:41 | 04:41 | 12:39 | 15:55 | 22:55 | 45:19 | 10:16 | 07:36 |
 | Boots of Speed | 153 | 100.00% | 78.7 | 39.87% | +39.87% | +7.50% | +2.24% | -1.58% | 06:32 | -01:29 | 04:49 | 06:38 | 08:09 | 13:42 | 03:20 | 02:28 |
 | Glimmer Cape | 45 | 29.41% | 77.0 | 46.67% | +9.63% | -10.31% | -1.22% | 0.77% | 25:47 | 12:28 | 20:51 | 24:53 | 32:40 | 44:33 | 11:49 | 08:45 |
 | Magic Stick | 148 | 96.73% | 75.4 | 39.19% | -20.81% | -1.35% | +1.35% | 0.80% | 02:19 | -01:29 | -01:29 | 01:10 | 04:52 | 17:11 | 06:21 | 04:42 |
 | Pavise | 53 | 34.64% | 73.8 | 45.28% | +8.28% | +16.26% | -22.20% | -7.04% | 16:34 | 08:43 | 13:22 | 15:53 | 18:50 | 29:08 | 05:28 | 04:02 |
 | Guardian Greaves | 20 | 13.07% | 72.1 | 55.00% | +17.41% | +5.00% | +25.00% | 3.35% | 27:16 | 12:33 | 24:33 | 27:13 | 30:31 | 36:40 | 05:58 | 04:25 |
 | Ring of Basilius | 13 | 8.50% | 70.5 | 61.54% | +23.68% | +5.13% | -28.21% | -0.90% | 18:07 | -01:29 | 03:53 | 09:12 | 41:02 | 47:08 | 37:09 | 27:31 |
 | Holy Locket | 9 | 5.88% | 68.9 | 66.67% | +28.48% | -16.67% | -16.67% | 0.00% | 32:38 | 21:56 | 22:48 | 34:06 | 37:12 | 39:57 | 14:24 | 10:40 |
 | Diadem | 9 | 5.88% | 67.2 | 66.67% | +28.48% | -16.67% | +33.33% | 0.00% | 30:57 | 20:08 | 22:24 | 33:26 | 35:00 | 39:53 | 12:36 | 09:20 |
 | Aghanim's Scepter | 3 | 1.96% | 65.6 | 100.00% | +61.33% | 0.00% | 0.00% | 0.00% | 31:57 | 23:39 | 23:39 | 28:53 | 43:19 | 43:19 | 19:40 | 14:34 |
 | Buckler | 25 | 16.34% | 63.9 | 48.00% | +9.72% | -14.67% | +18.67% | 2.48% | 27:26 | 08:05 | 20:09 | 26:55 | 33:37 | 47:07 | 13:28 | 09:58 |
 | Arcane Boots | 68 | 44.44% | 62.3 | 36.76% | -5.59% | -7.35% | -1.47% | 1.63% | 13:40 | 03:57 | 10:54 | 12:16 | 14:30 | 33:43 | 03:36 | 02:40 |
 | Ring of Health | 30 | 19.61% | 60.7 | 43.33% | +4.31% | +6.67% | -0.47% | -0.42% | 27:42 | 02:06 | 19:59 | 29:41 | 36:56 | 46:57 | 16:57 | 12:33 |
 | Fluffy Hat | 95 | 62.09% | 59.0 | 33.68% | -16.32% | +20.49% | -8.68% | -3.34% | 16:02 | 06:37 | 10:33 | 13:53 | 19:17 | 48:22 | 08:44 | 06:28 |
 | Mekansm | 29 | 18.95% | 57.4 | 41.38% | +1.86% | +15.76% | -27.09% | -8.14% | 19:36 | 09:05 | 16:02 | 19:34 | 21:18 | 37:47 | 05:16 | 03:54 |
 | Aghanim's Shard | 40 | 26.14% | 55.7 | 37.50% | -3.21% | +12.50% | +12.50% | 0.00% | 29:46 | 15:01 | 24:01 | 28:58 | 34:43 | 48:28 | 10:42 | 07:55 |
 | Pipe of Insight | 6 | 3.92% | 54.1 | 66.67% | +27.89% | -16.67% | -66.67% | 0.00% | 26:58 | 14:48 | 17:20 | 20:37 | 32:43 | 50:38 | 15:23 | 11:23 |
 | Heaven's Halberd | 6 | 3.92% | 52.5 | 66.67% | +27.89% | +33.33% | -66.67% | 0.00% | 31:25 | 19:20 | 20:29 | 34:41 | 37:22 | 40:03 | 16:53 | 12:30 |
 | Morbid Mask | 6 | 3.92% | 50.8 | 66.67% | +27.89% | +33.33% | -66.67% | 0.00% | 38:42 | 15:23 | 37:18 | 41:02 | 45:45 | 47:08 | 08:27 | 06:15 |
 | Force Staff | 47 | 30.72% | 49.2 | 31.91% | -11.49% | -6.91% | +1.42% | 0.81% | 27:38 | 16:55 | 21:36 | 26:26 | 31:54 | 48:22 | 10:18 | 07:37 |
 | Sange | 10 | 6.54% | 47.5 | 50.00% | +10.84% | +50.00% | -50.00% | -9.30% | 32:34 | 17:02 | 28:33 | 33:01 | 39:18 | 51:29 | 10:45 | 07:57 |
 | Lotus Orb | 17 | 11.11% | 45.9 | 41.18% | +1.47% | +8.82% | +8.82% | 0.00% | 35:34 | 26:37 | 30:20 | 34:54 | 38:48 | 47:09 | 08:28 | 06:16 |
 | Cornucopia | 2 | 1.31% | 44.3 | 100.00% | +60.93% | 0.00% | 0.00% | 0.00% | 40:07 | 36:33 | 36:33 | 43:40 | 43:40 | 43:40 | 07:07 | 05:16 |
 | Vladmir's Offering | 5 | 3.27% | 42.6 | 60.00% | +20.81% | +40.00% | -60.00% | 0.00% | 39:06 | 15:55 | 15:55 | 45:38 | 45:45 | 47:08 | 29:50 | 22:05 |
 | Soul Ring | 3 | 1.96% | 41.0 | 66.67% | +27.34% | -66.67% | 0.00% | 0.00% | 04:31 | 01:59 | 01:59 | 05:31 | 06:02 | 06:02 | 04:03 | 03:00 |
 | Aether Lens | 3 | 1.96% | 39.3 | 66.67% | +27.34% | +33.33% | 0.00% | 0.00% | 37:41 | 25:43 | 25:43 | 37:09 | 50:11 | 50:11 | 24:28 | 18:07 |
 | Ghost Scepter | 17 | 11.11% | 37.7 | 29.41% | -11.77% | -4.41% | +20.59% | 1.52% | 35:05 | 18:59 | 27:18 | 36:35 | 43:42 | 51:02 | 16:24 | 12:08 |
 | Blink Dagger | 4 | 2.61% | 36.1 | 50.00% | +10.40% | +50.00% | -50.00% | 0.00% | 37:39 | 31:21 | 31:21 | 38:42 | 39:25 | 41:09 | 08:04 | 05:58 |
 | Eul's Scepter of Divinity | 4 | 2.61% | 34.4 | 50.00% | +10.40% | +50.00% | -50.00% | 0.00% | 30:23 | 21:10 | 21:10 | 24:52 | 31:30 | 44:00 | 10:20 | 07:39 |
 | Helm of Iron Will | 9 | 5.88% | 32.8 | 33.33% | -6.95% | -33.33% | +16.67% | 0.00% | 28:00 | 10:44 | 15:58 | 26:34 | 36:37 | 48:38 | 20:39 | 15:17 |
 | Linken's Sphere | 1 | 0.65% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.65% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.65% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:59 | 09:59 | 09:59 | 09:59 | 09:59 | 09:59 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.65% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.65% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.65% | 23.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.65% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:49 | 35:49 | 35:49 | 35:49 | 35:49 | 35:49 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.65% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.65% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 38:23 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.65% | 16.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 45:50 | 00:00 | 00:00 |
 | Vanguard | 10 | 6.54% | 14.8 | 30.00% | -10.56% | +3.33% | +20.00% | 0.48% | 24:14 | 05:28 | 08:05 | 14:43 | 42:38 | 50:29 | 34:33 | 25:35 |
 | Orb of Venom | 5 | 3.27% | 13.1 | 40.00% | +0.14% | -40.00% | -40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Crimson Guard | 6 | 3.92% | 11.5 | 16.67% | -24.15% | -16.67% | +83.33% | 0.00% | 29:17 | 13:42 | 18:56 | 22:42 | 38:58 | 50:43 | 20:02 | 14:50 |
 | Phase Boots | 3 | 1.96% | 9.8 | 0.00% | -40.67% | 0.00% | 0.00% | 0.00% | 26:37 | 18:56 | 18:56 | 20:17 | 40:39 | 40:39 | 21:43 | 16:05 |
 | Quelling Blade | 3 | 1.96% | 8.2 | 0.00% | -40.67% | 0.00% | 0.00% | 0.00% | 25:40 | 18:17 | 18:17 | 20:37 | 38:05 | 38:05 | 19:48 | 14:40 |
 | Bracer | 2 | 1.31% | 6.6 | 0.00% | -40.40% | 0.00% | 0.00% | 0.00% | 08:37 | 07:16 | 07:16 | 09:57 | 09:57 | 09:57 | 02:41 | 01:59 |
 | Wraith Band | 1 | 0.65% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 0.65% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.65% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:02 | 1:06:02 | 1:06:02 | 1:06:02 | 1:06:02 | 1:06:02 | 00:00 | 00:00 |