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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 | |
 | Yasha | 28 | 11.57% | 100.0 | 92.86% | +52.21% | -7.15% | +7.14% | 1.82% | 32:34 | 19:47 | 28:02 | 32:52 | 35:54 | 49:56 | 07:52 | 05:49 |
 | Yasha and Kaya | 21 | 8.68% | 98.1 | 90.48% | +47.95% | +9.52% | +9.52% | 0.00% | 33:45 | 19:47 | 29:45 | 33:36 | 37:22 | 49:57 | 07:37 | 05:38 |
 | Void Stone | 28 | 11.57% | 96.3 | 75.00% | +32.01% | +25.00% | -3.57% | -2.09% | 35:29 | 19:25 | 26:51 | 36:22 | 40:33 | 55:00 | 13:42 | 10:08 |
 | Kaya | 33 | 13.64% | 94.4 | 72.73% | +30.15% | +2.27% | -10.23% | -1.28% | 32:31 | 17:36 | 27:47 | 31:58 | 37:34 | 49:02 | 09:47 | 07:14 |
 | Aghanim's Scepter | 110 | 45.45% | 92.6 | 59.09% | +22.73% | -1.95% | -3.53% | -0.20% | 30:30 | 16:15 | 25:56 | 29:36 | 33:41 | 48:26 | 07:45 | 05:44 |
 | Black King Bar | 123 | 50.83% | 90.7 | 53.66% | +14.16% | +10.86% | +4.40% | -0.68% | 29:56 | 17:10 | 24:17 | 27:32 | 33:46 | 59:23 | 09:29 | 07:01 |
 | Eul's Scepter of Divinity | 5 | 2.07% | 88.9 | 100.00% | +54.43% | 0.00% | 0.00% | 0.00% | 33:47 | 20:18 | 20:18 | 31:19 | 43:07 | 47:43 | 22:49 | 16:54 |
 | Ring of Health | 25 | 10.33% | 87.0 | 64.00% | +19.30% | +2.67% | +2.67% | 0.00% | 34:27 | 14:22 | 25:16 | 36:30 | 40:32 | 54:59 | 15:16 | 11:18 |
 | Shadow Blade | 193 | 79.75% | 85.2 | 48.19% | +7.37% | -2.36% | -2.36% | 0.00% | 19:15 | 12:04 | 15:40 | 17:53 | 21:30 | 42:41 | 05:50 | 04:19 |
 | Phase Boots | 236 | 97.52% | 83.3 | 47.03% | +13.70% | -1.27% | -1.27% | 0.00% | 09:32 | 04:06 | 06:46 | 09:00 | 11:48 | 25:14 | 05:02 | 03:43 |
 | Wind Lace | 172 | 71.07% | 81.5 | 48.26% | +5.40% | +7.55% | -8.73% | -3.59% | 06:57 | -01:29 | 04:06 | 06:14 | 08:38 | 34:19 | 04:32 | 03:21 |
 | Boots of Speed | 242 | 100.00% | 79.6 | 46.69% | +46.69% | +7.41% | -5.02% | -4.24% | 02:47 | -01:29 | 01:41 | 03:04 | 04:37 | 11:22 | 02:56 | 02:10 |
 | Chainmail | 238 | 98.35% | 77.8 | 46.64% | -3.36% | -8.31% | -4.27% | 0.97% | 07:53 | 01:52 | 05:21 | 07:19 | 09:30 | 29:39 | 04:09 | 03:04 |
 | Magic Stick | 211 | 87.19% | 75.9 | 46.45% | -1.94% | -4.94% | -1.17% | 0.64% | 04:12 | -01:29 | 01:14 | 03:10 | 07:08 | 23:14 | 05:54 | 04:22 |
 | Magic Wand | 157 | 64.88% | 74.1 | 45.86% | -2.38% | +7.99% | +2.86% | -0.83% | 10:44 | 01:27 | 06:47 | 09:26 | 12:57 | 37:26 | 06:10 | 04:34 |
 | Linken's Sphere | 13 | 5.37% | 72.2 | 69.23% | +23.82% | +30.77% | -35.90% | -7.34% | 35:22 | 25:15 | 29:04 | 36:50 | 38:09 | 45:41 | 09:05 | 06:43 |
 | Quelling Blade | 112 | 46.28% | 70.4 | 44.64% | -3.82% | +1.79% | -8.93% | 0.00% | -01:22 | -01:30 | -01:29 | -01:29 | -01:29 | 06:16 | 00:00 | 00:00 |
 | Null Talisman | 25 | 10.33% | 68.5 | 56.00% | +10.38% | -6.00% | +27.33% | 12.82% | 07:42 | 02:34 | 05:06 | 07:11 | 07:42 | 32:58 | 02:36 | 01:55 |
 | Refresher Orb | 6 | 2.48% | 66.7 | 83.33% | +37.57% | +16.67% | +16.67% | 0.00% | 46:13 | 41:12 | 42:49 | 42:54 | 50:01 | 55:14 | 07:12 | 05:20 |
 | Bracer | 29 | 11.98% | 64.8 | 51.72% | +5.71% | +5.42% | +5.42% | 0.00% | 02:31 | -01:29 | -01:29 | 01:59 | 02:36 | 25:56 | 04:05 | 03:01 |
 | Orb of Venom | 32 | 13.22% | 63.0 | 50.00% | +3.81% | -12.50% | +12.50% | 25.00% | 00:07 | -01:29 | -01:29 | -01:29 | 02:17 | 06:23 | 03:46 | 02:47 |
 | Aghanim's Shard | 45 | 18.60% | 61.1 | 46.67% | -0.03% | +7.88% | -1.22% | -1.02% | 30:25 | 17:30 | 24:52 | 28:38 | 33:46 | 56:00 | 08:54 | 06:35 |
 | Soul Ring | 73 | 30.17% | 59.3 | 42.47% | -6.05% | -3.58% | +1.97% | 1.44% | 08:54 | 02:47 | 05:49 | 07:42 | 09:41 | 24:20 | 03:52 | 02:51 |
 | Ring of Protection | 84 | 34.71% | 57.4 | 40.48% | -9.52% | -11.91% | +2.38% | 2.14% | 06:51 | -01:29 | 02:27 | 06:24 | 09:08 | 38:50 | 06:41 | 04:57 |
 | Drum of Endurance | 15 | 6.20% | 55.6 | 53.33% | +7.07% | -3.33% | -28.33% | -3.41% | 21:21 | 13:10 | 15:45 | 19:33 | 23:05 | 36:04 | 07:20 | 05:25 |
 | Bottle | 13 | 5.37% | 53.7 | 53.85% | +7.56% | +12.82% | -20.52% | -33.34% | 01:44 | 01:20 | 01:33 | 01:41 | 01:52 | 02:29 | 00:19 | 00:14 |
 | Aeon Disk | 2 | 0.83% | 51.9 | 100.00% | +53.75% | 0.00% | 0.00% | 0.00% | 46:30 | 44:03 | 44:03 | 48:57 | 48:57 | 48:57 | 04:54 | 03:37 |
 | Silver Edge | 5 | 2.07% | 50.0 | 60.00% | +13.59% | -60.00% | +40.00% | 0.00% | 42:19 | 37:33 | 37:33 | 40:14 | 45:31 | 50:07 | 07:58 | 05:54 |
 | Crystalys | 5 | 2.07% | 48.1 | 60.00% | +13.59% | -60.00% | +40.00% | 0.00% | 42:07 | 37:13 | 37:13 | 40:13 | 45:18 | 50:07 | 08:05 | 05:59 |
 | Tranquil Boots | 3 | 1.24% | 46.3 | 66.67% | +20.23% | -66.67% | 0.00% | 0.00% | 20:42 | 05:31 | 05:31 | 09:56 | 46:38 | 46:38 | 41:07 | 30:27 |
 | Buckler | 3 | 1.24% | 44.4 | 66.67% | +20.23% | +33.33% | 0.00% | 0.00% | 34:44 | 23:11 | 23:11 | 38:50 | 42:11 | 42:11 | 19:00 | 14:04 |
 | Wraith Band | 3 | 1.24% | 42.6 | 66.67% | +20.23% | +33.33% | 0.00% | 0.00% | 10:28 | -00:56 | -00:56 | 05:38 | 26:41 | 26:41 | 27:37 | 20:27 |
 | Sange | 8 | 3.31% | 40.7 | 37.50% | -9.51% | -37.50% | +12.50% | 3.24% | 31:31 | 15:03 | 21:45 | 27:13 | 37:11 | 46:31 | 15:26 | 11:25 |
 | Blink Dagger | 1 | 0.41% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 33:10 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.41% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 59:22 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.41% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.41% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 43:07 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.41% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.41% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:38 | 46:38 | 46:38 | 46:38 | 46:38 | 46:38 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.41% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.41% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 00:00 | 00:00 |
 | Fluffy Hat | 5 | 2.07% | 24.1 | 40.00% | -6.84% | +60.00% | -40.00% | 0.00% | 18:02 | 05:04 | 05:04 | 10:25 | 16:27 | 51:09 | 11:23 | 08:25 |
 | Headdress | 2 | 0.83% | 22.2 | 50.00% | +3.33% | -50.00% | 0.00% | 0.00% | 08:22 | -01:29 | -01:29 | 18:12 | 18:12 | 18:12 | 19:41 | 14:34 |
 | Kaya and Sange | 2 | 0.83% | 20.4 | 50.00% | +3.33% | +50.00% | 0.00% | 0.00% | 38:47 | 31:44 | 31:44 | 45:50 | 45:50 | 45:50 | 14:06 | 10:26 |
 | Ghost Scepter | 3 | 1.24% | 18.5 | 33.33% | -13.53% | +66.67% | 0.00% | 0.00% | 28:17 | 20:45 | 20:45 | 30:16 | 33:50 | 33:50 | 13:05 | 09:41 |
 | Heaven's Halberd | 4 | 1.65% | 16.7 | 25.00% | -22.06% | -25.00% | +75.00% | 0.00% | 31:36 | 21:32 | 21:32 | 27:19 | 29:58 | 47:34 | 08:26 | 06:14 |
 | Hood of Defiance | 4 | 1.65% | 14.8 | 25.00% | -22.06% | -25.00% | -25.00% | 0.00% | 22:49 | 14:37 | 14:37 | 14:52 | 24:58 | 36:48 | 10:21 | 07:40 |
 | Echo Sabre | 4 | 1.65% | 13.0 | 25.00% | -22.06% | -25.00% | -25.00% | 0.00% | 14:43 | 12:27 | 12:27 | 14:28 | 14:53 | 17:02 | 02:26 | 01:48 |
 | Lotus Orb | 2 | 0.83% | 11.1 | 0.00% | -47.08% | 0.00% | 0.00% | 0.00% | 32:22 | 30:47 | 30:47 | 33:57 | 33:57 | 33:57 | 03:10 | 02:20 |
 | Force Staff | 1 | 0.41% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 00:00 | 00:00 |
 | Urn of Shadows | 3 | 1.24% | 7.4 | 0.00% | -47.28% | 0.00% | 0.00% | 0.00% | 09:06 | 06:05 | 06:05 | 07:06 | 14:07 | 14:07 | 08:02 | 05:57 |
 | Ring of Basilius | 1 | 0.41% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.41% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 41:09 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.41% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 42:17 | 00:00 | 00:00 |