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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 | |
 | Sange | 9 | 8.91% | 100.0 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 26:09 | 14:18 | 15:55 | 26:30 | 28:49 | 37:31 | 12:54 | 09:33 |
 | Yasha | 7 | 6.93% | 98.1 | 100.00% | +55.32% | 0.00% | 0.00% | 0.00% | 27:35 | 16:57 | 18:16 | 25:01 | 33:17 | 39:54 | 15:01 | 11:07 |
 | Assault Cuirass | 10 | 9.90% | 96.3 | 90.00% | +46.04% | +10.00% | -40.00% | -5.12% | 32:09 | 25:51 | 27:53 | 28:18 | 37:39 | 40:08 | 09:46 | 07:14 |
 | Power Treads | 36 | 35.64% | 94.4 | 66.67% | +28.21% | +22.22% | 0.00% | -4.30% | 09:55 | 05:31 | 06:43 | 07:49 | 11:53 | 26:01 | 05:10 | 03:49 |
 | Black King Bar | 38 | 37.62% | 92.6 | 65.79% | +27.69% | +24.21% | +0.88% | -5.51% | 28:59 | 20:03 | 25:59 | 28:03 | 30:13 | 51:03 | 04:14 | 03:08 |
 | Buckler | 11 | 10.89% | 90.7 | 81.82% | +37.38% | +18.18% | -48.49% | -6.10% | 31:36 | 22:31 | 26:25 | 32:03 | 37:21 | 39:49 | 10:56 | 08:05 |
 | Sange and Yasha | 5 | 4.95% | 88.9 | 100.00% | +54.17% | 0.00% | 0.00% | 0.00% | 27:11 | 17:18 | 17:18 | 22:56 | 36:44 | 40:28 | 19:26 | 14:23 |
 | Echo Sabre | 56 | 55.45% | 87.0 | 58.93% | +23.37% | +5.36% | -8.93% | -5.64% | 19:02 | 11:03 | 17:34 | 19:01 | 20:06 | 27:44 | 02:32 | 01:52 |
 | Ring of Protection | 21 | 20.79% | 85.2 | 66.67% | +22.92% | -26.67% | -6.67% | 0.66% | 18:51 | -01:29 | 01:56 | 22:30 | 32:02 | 39:49 | 30:06 | 22:17 |
 | Aghanim's Shard | 14 | 13.86% | 83.3 | 71.43% | +26.60% | +28.57% | -4.76% | -3.22% | 31:37 | 20:01 | 25:54 | 32:23 | 36:15 | 41:48 | 10:21 | 07:40 |
 | Magic Wand | 72 | 71.29% | 81.5 | 52.78% | +14.85% | -2.78% | +2.78% | 0.80% | 08:59 | -01:29 | 04:42 | 07:26 | 11:37 | 25:48 | 06:55 | 05:07 |
 | Boots of Speed | 101 | 100.00% | 79.6 | 48.51% | +48.51% | -0.51% | -8.51% | -3.81% | 01:58 | -01:29 | -01:28 | 03:09 | 03:34 | 05:14 | 05:02 | 03:43 |
 | Quelling Blade | 69 | 68.32% | 77.8 | 50.72% | +6.97% | +19.87% | -15.43% | 0.00% | -00:58 | -01:29 | -01:29 | -01:29 | -01:29 | 18:16 | 00:00 | 00:00 |
 | Blink Dagger | 100 | 99.01% | 75.9 | 48.00% | -52.00% | +20.00% | -12.00% | -6.62% | 13:39 | 07:23 | 11:12 | 13:07 | 16:02 | 22:37 | 04:50 | 03:34 |
 | Bottle | 63 | 62.38% | 74.1 | 50.79% | +6.05% | -7.04% | -0.79% | 6.25% | 01:45 | 00:51 | 01:21 | 01:36 | 01:47 | 12:29 | 00:26 | 00:19 |
 | Magic Stick | 94 | 93.07% | 72.2 | 47.87% | -9.27% | +14.63% | -8.74% | -4.51% | 05:30 | -01:29 | 02:37 | 05:04 | 07:48 | 17:10 | 05:11 | 03:50 |
 | Wind Lace | 66 | 65.35% | 70.4 | 48.48% | -0.09% | -1.42% | +7.77% | 3.53% | 05:10 | -01:29 | 03:29 | 04:12 | 06:05 | 21:40 | 02:36 | 01:55 |
 | Crystalys | 27 | 26.73% | 68.5 | 51.85% | +4.55% | +5.29% | -8.99% | -2.13% | 31:46 | 19:16 | 27:19 | 31:14 | 34:02 | 47:20 | 06:43 | 04:58 |
 | Daedalus | 11 | 10.89% | 66.7 | 63.64% | +16.97% | +3.03% | +3.03% | 0.00% | 37:32 | 26:12 | 31:55 | 35:30 | 41:18 | 51:09 | 09:23 | 06:57 |
 | Moon Shard | 3 | 2.97% | 64.8 | 100.00% | +53.06% | 0.00% | 0.00% | 0.00% | 33:07 | 29:59 | 29:59 | 31:32 | 37:49 | 37:49 | 07:50 | 05:48 |
 | Tranquil Boots | 33 | 32.67% | 63.0 | 42.42% | -9.05% | +7.58% | -17.42% | -13.64% | 05:47 | 01:59 | 04:15 | 04:48 | 06:05 | 23:38 | 01:50 | 01:21 |
 | Soul Ring | 8 | 7.92% | 61.1 | 62.50% | +15.19% | -62.50% | -12.50% | 6.29% | 08:59 | 02:01 | 02:29 | 08:38 | 10:26 | 21:03 | 07:57 | 05:53 |
 | Ethereal Blade | 9 | 8.91% | 59.3 | 55.56% | +7.73% | -5.56% | -5.56% | 0.00% | 30:27 | 21:12 | 22:56 | 28:00 | 34:16 | 49:17 | 11:20 | 08:23 |
 | Phase Boots | 30 | 29.70% | 57.4 | 36.67% | -16.85% | +13.33% | -8.10% | -4.71% | 09:11 | 05:10 | 06:46 | 07:33 | 11:19 | 19:00 | 04:33 | 03:22 |
 | Chainmail | 31 | 30.69% | 55.6 | 35.48% | -18.81% | +27.02% | -10.48% | -7.55% | 08:48 | 04:16 | 05:27 | 06:45 | 10:25 | 20:34 | 04:58 | 03:40 |
 | Kaya | 2 | 1.98% | 53.7 | 100.00% | +52.53% | 0.00% | 0.00% | 0.00% | 25:39 | 21:06 | 21:06 | 30:12 | 30:12 | 30:12 | 09:06 | 06:44 |
 | Ghost Scepter | 18 | 17.82% | 51.9 | 38.89% | -11.71% | +21.11% | -38.89% | -3.74% | 31:01 | 15:31 | 24:01 | 26:47 | 40:03 | 1:07:34 | 16:02 | 11:52 |
 | Fluffy Hat | 25 | 24.75% | 50.0 | 32.00% | -21.95% | +18.00% | -32.00% | -8.26% | 23:59 | 17:24 | 19:51 | 22:52 | 25:54 | 36:51 | 06:03 | 04:28 |
 | Force Staff | 24 | 23.76% | 48.1 | 29.17% | -25.38% | +20.83% | -12.50% | -8.58% | 27:16 | 19:40 | 25:04 | 26:08 | 28:57 | 36:51 | 03:53 | 02:52 |
 | Bracer | 3 | 2.97% | 46.3 | 66.67% | +18.71% | +33.33% | 0.00% | 0.00% | 03:21 | 02:11 | 02:11 | 02:17 | 05:35 | 05:35 | 03:24 | 02:31 |
 | Overwhelming Blink | 3 | 2.97% | 44.4 | 66.67% | +18.71% | +33.33% | 0.00% | 0.00% | 34:30 | 23:47 | 23:47 | 39:49 | 39:54 | 39:54 | 16:07 | 11:56 |
 | Void Stone | 12 | 11.88% | 42.6 | 33.33% | -17.23% | 0.00% | -33.33% | -2.35% | 27:07 | 12:53 | 19:09 | 27:33 | 33:19 | 38:49 | 14:10 | 10:29 |
 | Aghanim's Scepter | 4 | 3.96% | 40.7 | 50.00% | +1.55% | -50.00% | -50.00% | 0.00% | 36:47 | 28:37 | 28:37 | 35:08 | 39:27 | 43:57 | 10:50 | 08:01 |
 | Dagon (level 4) | 1 | 0.99% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.99% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:41 | 30:41 | 30:41 | 30:41 | 30:41 | 30:41 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 0.99% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:05 | 51:05 | 51:05 | 51:05 | 51:05 | 51:05 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.99% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 0.99% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:37 | 42:37 | 42:37 | 42:37 | 42:37 | 42:37 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.99% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Crown | 7 | 6.93% | 27.8 | 28.57% | -21.43% | +21.43% | +21.43% | 0.00% | 26:42 | 07:49 | 18:35 | 24:21 | 30:46 | 46:47 | 12:11 | 09:01 |
 | Eul's Scepter of Divinity | 9 | 8.91% | 25.9 | 22.22% | -28.87% | +27.78% | -22.22% | -3.67% | 28:55 | 16:50 | 20:05 | 30:23 | 33:42 | 38:54 | 13:37 | 10:05 |
 | Dagon (level 2) | 2 | 1.98% | 24.1 | 50.00% | +1.52% | -50.00% | 0.00% | 0.00% | 40:23 | 39:05 | 39:05 | 41:41 | 41:41 | 41:41 | 02:36 | 01:55 |
 | Veil of Discord | 2 | 1.98% | 22.2 | 50.00% | +1.52% | +50.00% | 0.00% | 0.00% | 16:35 | 13:01 | 13:01 | 20:08 | 20:08 | 20:08 | 07:07 | 05:16 |
 | Ring of Basilius | 3 | 2.97% | 20.4 | 33.33% | -15.65% | +66.67% | 0.00% | 0.00% | 21:50 | 07:07 | 07:07 | 18:35 | 39:49 | 39:49 | 32:42 | 24:13 |
 | Dagon | 4 | 3.96% | 18.5 | 25.00% | -24.48% | -25.00% | -25.00% | 0.00% | 35:16 | 25:28 | 25:28 | 30:46 | 36:01 | 48:49 | 10:33 | 07:48 |
 | Aeon Disk | 1 | 0.99% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 49:43 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.99% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.99% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.99% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.99% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.99% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 41:18 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.99% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Ring of Health | 1 | 0.99% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 36:58 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.99% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |