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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 | |
 | Assault Cuirass | 26 | 10.92% | 100.0 | 80.77% | +36.90% | +19.23% | -47.44% | -7.17% | 34:39 | 25:51 | 29:18 | 34:49 | 38:36 | 48:03 | 09:18 | 06:53 |
 | Yasha | 12 | 5.04% | 98.5 | 91.67% | +46.09% | +8.33% | -25.00% | -1.72% | 26:25 | 10:22 | 13:53 | 22:33 | 33:17 | 1:05:54 | 19:24 | 14:22 |
 | Buckler | 28 | 11.76% | 97.0 | 78.57% | +34.76% | +21.43% | -50.00% | -8.12% | 33:39 | 22:31 | 28:50 | 32:50 | 37:38 | 47:20 | 08:48 | 06:31 |
 | Aghanim's Shard | 42 | 17.65% | 95.5 | 71.43% | +28.57% | +10.39% | -11.43% | -1.97% | 28:14 | 20:00 | 21:36 | 25:24 | 32:40 | 56:52 | 11:04 | 08:11 |
 | Black King Bar | 95 | 39.92% | 93.9 | 64.21% | +27.15% | +14.96% | -5.88% | -4.67% | 28:11 | 20:03 | 25:13 | 27:54 | 29:41 | 51:03 | 04:28 | 03:18 |
 | Power Treads | 70 | 29.41% | 92.4 | 62.86% | +21.19% | +9.36% | -15.80% | -4.79% | 09:48 | 05:31 | 06:38 | 07:48 | 11:53 | 39:10 | 05:15 | 03:53 |
 | Sange | 15 | 6.30% | 90.9 | 80.00% | +34.26% | +20.00% | -5.00% | -2.33% | 26:36 | 10:56 | 15:55 | 26:04 | 26:38 | 1:05:54 | 10:43 | 07:56 |
 | Ring of Protection | 56 | 23.53% | 89.4 | 62.50% | +19.09% | -5.36% | +1.79% | 0.26% | 16:00 | -01:29 | 02:26 | 07:51 | 30:28 | 47:19 | 28:02 | 20:45 |
 | Echo Sabre | 141 | 59.24% | 87.9 | 55.32% | +18.21% | +10.39% | -18.18% | -9.37% | 19:24 | 11:03 | 17:46 | 19:11 | 20:49 | 30:55 | 03:03 | 02:15 |
 | Magic Wand | 167 | 70.17% | 86.4 | 52.10% | +14.07% | -4.48% | -6.86% | -0.42% | 08:11 | -01:29 | 04:39 | 06:55 | 10:20 | 25:48 | 05:41 | 04:12 |
 | Sange and Yasha | 8 | 3.36% | 84.8 | 87.50% | +40.98% | +12.50% | -37.50% | 0.00% | 28:58 | 14:14 | 15:40 | 18:31 | 36:44 | 1:05:54 | 21:04 | 15:36 |
 | Quelling Blade | 162 | 68.07% | 83.3 | 51.23% | +10.44% | +2.43% | -8.73% | 0.00% | -01:16 | -01:30 | -01:29 | -01:29 | -01:29 | 18:16 | 00:00 | 00:00 |
 | Boots of Speed | 238 | 100.00% | 81.8 | 47.90% | +47.90% | -11.23% | -5.53% | 2.53% | 02:07 | -01:29 | -01:28 | 03:09 | 03:43 | 07:55 | 05:11 | 03:50 |
 | Magic Stick | 223 | 93.70% | 80.3 | 47.98% | +1.31% | +10.95% | -10.48% | -4.50% | 04:53 | -01:29 | 02:18 | 04:44 | 07:04 | 17:10 | 04:46 | 03:31 |
 | Blink Dagger | 233 | 97.90% | 78.8 | 47.21% | -32.79% | +14.86% | -14.45% | -6.69% | 13:46 | 07:23 | 11:18 | 13:05 | 15:41 | 23:43 | 04:23 | 03:14 |
 | Bottle | 140 | 58.82% | 77.3 | 48.57% | +1.63% | +5.72% | -11.43% | -17.15% | 01:46 | 00:51 | 01:21 | 01:32 | 01:46 | 12:29 | 00:25 | 00:18 |
 | Moon Shard | 7 | 2.94% | 75.8 | 85.71% | +38.96% | +14.29% | -35.71% | 0.00% | 32:09 | 25:08 | 29:44 | 31:32 | 34:22 | 37:49 | 04:38 | 03:25 |
 | Crystalys | 58 | 24.37% | 74.2 | 51.72% | +5.05% | -18.39% | -1.72% | 2.24% | 32:46 | 19:16 | 28:42 | 32:09 | 36:08 | 47:20 | 07:26 | 05:30 |
 | Wind Lace | 153 | 64.29% | 72.7 | 45.10% | -7.84% | +2.27% | +7.53% | 1.87% | 05:02 | -01:29 | 03:25 | 04:22 | 06:14 | 22:11 | 02:49 | 02:05 |
 | Soul Ring | 30 | 12.61% | 71.2 | 56.67% | +10.04% | -6.67% | -13.81% | -1.40% | 06:32 | 02:01 | 03:40 | 04:02 | 08:45 | 21:03 | 05:05 | 03:45 |
 | Satanic | 4 | 1.68% | 69.7 | 100.00% | +52.99% | 0.00% | 0.00% | 0.00% | 38:24 | 32:20 | 32:20 | 34:33 | 37:25 | 49:19 | 05:05 | 03:45 |
 | Drum of Endurance | 4 | 1.68% | 68.2 | 100.00% | +52.99% | 0.00% | 0.00% | 0.00% | 22:04 | 16:17 | 16:17 | 20:24 | 20:56 | 30:40 | 04:39 | 03:26 |
 | Chainmail | 89 | 37.39% | 66.7 | 43.82% | -6.52% | +10.73% | +1.63% | -1.76% | 08:39 | 01:54 | 05:43 | 07:09 | 10:53 | 25:49 | 05:10 | 03:49 |
 | Phase Boots | 87 | 36.55% | 65.2 | 43.68% | -6.65% | +10.87% | +6.32% | -1.10% | 09:05 | 05:10 | 06:46 | 07:37 | 10:55 | 19:00 | 04:09 | 03:04 |
 | Daedalus | 27 | 11.34% | 63.6 | 51.85% | +4.46% | -23.28% | +5.29% | 3.96% | 37:56 | 26:12 | 34:05 | 36:53 | 41:18 | 51:09 | 07:13 | 05:20 |
 | Tranquil Boots | 74 | 31.09% | 62.1 | 40.54% | -10.68% | +6.83% | -1.65% | -4.28% | 05:49 | 01:59 | 04:21 | 05:05 | 06:20 | 23:38 | 01:59 | 01:28 |
 | Void Stone | 28 | 11.76% | 60.6 | 46.43% | -1.67% | +10.71% | -17.86% | -3.13% | 27:21 | 12:53 | 22:38 | 26:34 | 31:45 | 38:49 | 09:07 | 06:45 |
 | Morbid Mask | 5 | 2.10% | 59.1 | 80.00% | +32.79% | +20.00% | +20.00% | 0.00% | 36:39 | 27:34 | 27:34 | 36:57 | 39:49 | 45:23 | 12:15 | 09:04 |
 | Ethereal Blade | 15 | 6.30% | 57.6 | 53.33% | +5.80% | +21.67% | -28.33% | -4.68% | 31:10 | 20:49 | 23:35 | 33:04 | 34:16 | 49:17 | 10:41 | 07:54 |
 | Veil of Discord | 9 | 3.78% | 56.1 | 55.56% | +7.96% | +44.44% | -5.56% | -14.42% | 22:08 | 13:01 | 19:21 | 20:44 | 22:49 | 35:08 | 03:28 | 02:34 |
 | Fluffy Hat | 49 | 20.59% | 54.5 | 32.65% | -19.20% | +0.68% | -7.65% | -1.16% | 23:00 | 05:13 | 19:27 | 22:52 | 26:39 | 36:51 | 07:12 | 05:20 |
 | Eul's Scepter of Divinity | 19 | 7.98% | 53.0 | 42.11% | -6.29% | +17.89% | -22.11% | -7.84% | 27:39 | 16:50 | 25:14 | 26:40 | 30:20 | 38:54 | 05:06 | 03:46 |
 | Hood of Defiance | 2 | 0.84% | 51.5 | 100.00% | +52.54% | 0.00% | 0.00% | 0.00% | 20:44 | 17:02 | 17:02 | 24:26 | 24:26 | 24:26 | 07:24 | 05:28 |
 | Manta Style | 2 | 0.84% | 50.0 | 100.00% | +52.54% | 0.00% | 0.00% | 0.00% | 19:50 | 15:33 | 15:33 | 24:07 | 24:07 | 24:07 | 08:34 | 06:20 |
 | Aghanim's Scepter | 11 | 4.62% | 48.5 | 45.45% | -2.57% | -12.12% | +21.22% | 4.96% | 34:25 | 26:55 | 29:34 | 34:15 | 36:17 | 43:57 | 06:43 | 04:58 |
 | Crown | 15 | 6.30% | 47.0 | 40.00% | -8.43% | +10.00% | -15.00% | -2.05% | 25:05 | 07:49 | 18:35 | 22:19 | 30:46 | 46:47 | 12:11 | 09:01 |
 | Ghost Scepter | 33 | 13.87% | 45.5 | 30.30% | -20.43% | +32.20% | -30.30% | -5.17% | 30:25 | 15:31 | 24:01 | 26:58 | 36:06 | 1:07:34 | 12:05 | 08:57 |
 | Ring of Basilius | 16 | 6.72% | 43.9 | 37.50% | -11.15% | -12.50% | +12.50% | 2.12% | 14:44 | -01:29 | 06:46 | 09:13 | 18:35 | 39:49 | 11:49 | 08:45 |
 | Ring of Health | 5 | 2.10% | 42.4 | 60.00% | +12.36% | +40.00% | -60.00% | 0.00% | 27:26 | 17:02 | 17:02 | 27:08 | 31:44 | 36:58 | 14:42 | 10:53 |
 | Overwhelming Blink | 5 | 2.10% | 40.9 | 60.00% | +12.36% | +40.00% | -60.00% | 0.00% | 39:35 | 23:47 | 23:47 | 39:49 | 39:54 | 1:03:01 | 16:07 | 11:56 |
 | Force Staff | 42 | 17.65% | 39.4 | 26.19% | -26.36% | +19.26% | +3.81% | -3.51% | 27:31 | 19:02 | 25:31 | 27:19 | 29:55 | 36:51 | 04:24 | 03:15 |
 | Shadow Blade | 9 | 3.78% | 37.9 | 44.44% | -3.59% | +55.56% | +5.56% | -4.43% | 32:39 | 23:55 | 24:54 | 35:21 | 36:11 | 44:45 | 11:17 | 08:21 |
 | Bracer | 3 | 1.26% | 36.4 | 66.67% | +19.01% | +33.33% | 0.00% | 0.00% | 03:21 | 02:11 | 02:11 | 02:17 | 05:35 | 05:35 | 03:24 | 02:31 |
 | Silver Edge | 3 | 1.26% | 34.8 | 66.67% | +19.01% | +33.33% | 0.00% | 0.00% | 37:55 | 26:58 | 26:58 | 33:29 | 53:19 | 53:19 | 26:21 | 19:31 |
 | Kaya | 4 | 1.68% | 33.3 | 50.00% | +2.14% | +50.00% | -50.00% | 0.00% | 32:38 | 21:06 | 21:06 | 29:26 | 30:12 | 49:49 | 09:06 | 06:44 |
 | Lotus Orb | 4 | 1.68% | 31.8 | 50.00% | +2.14% | -50.00% | -50.00% | 0.00% | 36:15 | 30:55 | 30:55 | 31:45 | 41:02 | 41:18 | 10:07 | 07:29 |
 | Heart of Tarrasque | 1 | 0.42% | 30.3 | 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 |
 | Scythe of Vyse | 1 | 0.42% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Blight Stone | 2 | 0.84% | 27.3 | 50.00% | +2.12% | -50.00% | 0.00% | 0.00% | 23:48 | 21:47 | 21:47 | 25:49 | 25:49 | 25:49 | 04:02 | 02:59 |
 | Kaya and Sange | 2 | 0.84% | 25.8 | 50.00% | +2.12% | -50.00% | 0.00% | 0.00% | 30:08 | 29:34 | 29:34 | 30:41 | 30:41 | 30:41 | 01:07 | 00:49 |
 | Glimmer Cape | 2 | 0.84% | 24.2 | 50.00% | +2.12% | -50.00% | 0.00% | 0.00% | 28:15 | 26:49 | 26:49 | 29:40 | 29:40 | 29:40 | 02:51 | 02:06 |
 | Octarine Core | 2 | 0.84% | 22.7 | 50.00% | +2.12% | -50.00% | 0.00% | 0.00% | 46:18 | 39:56 | 39:56 | 52:40 | 52:40 | 52:40 | 12:44 | 09:25 |
 | Aether Lens | 2 | 0.84% | 21.2 | 50.00% | +2.12% | -50.00% | 0.00% | 0.00% | 40:56 | 34:40 | 34:40 | 47:11 | 47:11 | 47:11 | 12:31 | 09:16 |
 | Solar Crest | 2 | 0.84% | 19.7 | 50.00% | +2.12% | +50.00% | 0.00% | 0.00% | 27:26 | 26:14 | 26:14 | 28:38 | 28:38 | 28:38 | 02:24 | 01:46 |
 | Dagon (level 5) | 2 | 0.84% | 18.2 | 50.00% | +2.12% | -50.00% | 0.00% | 0.00% | 48:58 | 46:50 | 46:50 | 51:05 | 51:05 | 51:05 | 04:15 | 03:08 |
 | Dagon (level 4) | 2 | 0.84% | 16.7 | 50.00% | +2.12% | +50.00% | 0.00% | 0.00% | 44:44 | 44:07 | 44:07 | 45:21 | 45:21 | 45:21 | 01:14 | 00:54 |
 | Dagon (level 3) | 2 | 0.84% | 15.2 | 50.00% | +2.12% | +50.00% | 0.00% | 0.00% | 43:59 | 42:37 | 42:37 | 45:21 | 45:21 | 45:21 | 02:44 | 02:01 |
 | Medallion of Courage | 2 | 0.84% | 13.6 | 50.00% | +2.12% | -50.00% | 0.00% | 0.00% | 24:01 | 22:13 | 22:13 | 25:49 | 25:49 | 25:49 | 03:36 | 02:40 |
 | Dagon (level 2) | 3 | 1.26% | 12.1 | 33.33% | -14.76% | -33.33% | 0.00% | 0.00% | 39:30 | 37:45 | 37:45 | 39:05 | 41:41 | 41:41 | 03:56 | 02:54 |
 | Dagon | 5 | 2.10% | 10.6 | 20.00% | -28.50% | -20.00% | -20.00% | 0.00% | 35:44 | 25:28 | 25:28 | 36:01 | 37:37 | 48:49 | 12:09 | 09:00 |
 | Monkey King Bar | 1 | 0.42% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 46:53 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.42% | 7.6 | 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 |
 | Wraith Band | 1 | 0.42% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:14 | 00:14 | 00:14 | 00:14 | 00:14 | 00:14 | 00:00 | 00:00 |
 | Javelin | 1 | 0.42% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Aeon Disk | 4 | 1.68% | 3.0 | 0.00% | -48.72% | 0.00% | 0.00% | 0.00% | 42:03 | 33:16 | 33:16 | 42:24 | 42:48 | 49:43 | 09:32 | 07:03 |
 | Hand of Midas | 1 | 0.42% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |