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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 | |
 | Blink Dagger | 33 | 16.18% | 100.0 | 72.73% | +26.53% | +14.77% | +2.27% | -0.94% | 24:56 | 09:52 | 15:26 | 22:49 | 28:40 | 1:15:13 | 13:14 | 09:48 |
 | Void Stone | 94 | 46.08% | 98.2 | 63.83% | +24.74% | -9.66% | +10.08% | 1.87% | 29:13 | 06:02 | 23:33 | 28:08 | 34:08 | 1:01:40 | 10:35 | 07:50 |
 | Refresher Orb | 66 | 32.35% | 96.5 | 65.15% | +21.67% | +5.44% | +3.60% | -0.19% | 35:38 | 22:38 | 30:02 | 33:48 | 39:46 | 1:01:40 | 09:44 | 07:12 |
 | Ring of Health | 95 | 46.57% | 94.7 | 62.11% | +21.74% | -28.78% | +8.72% | 2.98% | 24:40 | 02:23 | 19:35 | 27:26 | 32:09 | 1:01:39 | 12:34 | 09:18 |
 | Aeon Disk | 59 | 28.92% | 93.0 | 64.41% | +19.58% | -11.08% | -4.41% | 0.51% | 35:43 | 15:13 | 28:29 | 34:56 | 41:33 | 1:02:46 | 13:04 | 09:40 |
 | Assault Cuirass | 15 | 7.35% | 91.2 | 80.00% | +31.85% | +20.00% | -5.00% | -3.31% | 38:23 | 27:17 | 32:00 | 36:52 | 39:33 | 53:32 | 07:33 | 05:35 |
 | Soul Ring | 77 | 37.75% | 89.5 | 61.04% | +16.95% | +2.12% | -24.20% | -7.98% | 07:34 | 02:23 | 05:43 | 07:03 | 09:01 | 18:54 | 03:18 | 02:26 |
 | Aghanim's Shard | 34 | 16.67% | 87.7 | 64.71% | +17.06% | +1.96% | -2.21% | -0.27% | 39:21 | 18:28 | 30:19 | 38:09 | 45:52 | 1:05:03 | 15:33 | 11:31 |
 | Aghanim's Scepter | 171 | 83.82% | 86.0 | 53.22% | +16.86% | +4.92% | -6.71% | -1.58% | 23:10 | 15:00 | 18:56 | 22:10 | 26:17 | 39:05 | 07:21 | 05:26 |
 | Ring of Protection | 190 | 93.14% | 84.2 | 52.11% | +23.54% | -4.19% | -3.17% | 0.20% | 03:39 | -01:30 | -01:29 | 03:00 | 06:42 | 23:51 | 08:11 | 06:03 |
 | Boots of Speed | 202 | 99.02% | 82.5 | 50.99% | +50.99% | -1.97% | -4.99% | -0.78% | 05:38 | -01:26 | 03:11 | 04:55 | 07:03 | 20:24 | 03:52 | 02:51 |
 | Urn of Shadows | 111 | 54.41% | 80.7 | 53.15% | +5.84% | -17.44% | +7.56% | 6.36% | 06:09 | 02:26 | 04:01 | 05:57 | 07:57 | 12:40 | 03:56 | 02:54 |
 | Arcane Boots | 40 | 19.61% | 78.9 | 60.00% | +11.83% | +20.00% | +10.00% | -0.45% | 24:03 | 05:41 | 10:22 | 24:45 | 32:46 | 54:13 | 22:24 | 16:35 |
 | Bracer | 51 | 25.00% | 77.2 | 56.86% | +8.49% | -3.01% | +12.37% | 15.38% | 02:09 | -01:29 | 01:30 | 02:04 | 02:29 | 20:09 | 00:59 | 00:43 |
 | Buckler | 47 | 23.04% | 75.4 | 57.45% | +9.04% | +0.88% | +25.88% | 1.57% | 21:43 | 06:40 | 10:10 | 12:37 | 26:03 | 1:27:38 | 15:53 | 11:45 |
 | Magic Stick | 176 | 86.27% | 73.7 | 48.86% | -11.85% | -1.13% | -3.41% | -0.48% | 03:02 | -01:29 | -01:29 | 01:47 | 06:17 | 16:58 | 07:46 | 05:45 |
 | Spirit Vessel | 60 | 29.41% | 71.9 | 53.33% | +4.02% | +13.34% | +13.34% | 0.00% | 15:11 | 08:45 | 12:49 | 13:42 | 16:19 | 25:53 | 03:30 | 02:35 |
 | Quelling Blade | 153 | 75.00% | 70.2 | 47.71% | -11.11% | -0.34% | -2.97% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:05 | 00:00 | 00:00 |
 | Ring of Basilius | 42 | 20.59% | 68.4 | 54.76% | +5.38% | -0.21% | +5.24% | 0.55% | 13:07 | 02:03 | 04:01 | 08:09 | 13:56 | 1:27:39 | 09:55 | 07:20 |
 | Tranquil Boots | 84 | 41.18% | 66.7 | 48.81% | -2.86% | +3.57% | -1.19% | -1.30% | 07:48 | 03:11 | 04:59 | 06:03 | 08:39 | 38:56 | 03:40 | 02:42 |
 | Wind Lace | 96 | 47.06% | 64.9 | 47.92% | -4.86% | -2.09% | -6.25% | -1.13% | 06:59 | -01:29 | 04:11 | 05:45 | 07:52 | 38:41 | 03:41 | 02:43 |
 | Magic Wand | 130 | 63.73% | 63.2 | 46.15% | -11.96% | -3.73% | -2.40% | 0.27% | 07:19 | -01:29 | 04:33 | 07:06 | 09:26 | 19:37 | 04:53 | 03:37 |
 | Shiva's Guard | 4 | 1.96% | 61.4 | 100.00% | +50.50% | 0.00% | 0.00% | 0.00% | 59:08 | 47:45 | 47:45 | 56:02 | 1:02:03 | 1:10:40 | 14:18 | 10:35 |
 | Wraith Pact | 31 | 15.20% | 59.6 | 54.84% | +5.13% | +20.16% | +20.16% | 0.00% | 22:31 | 12:43 | 16:04 | 18:15 | 24:18 | 1:27:51 | 08:14 | 06:05 |
 | Vladmir's Offering | 38 | 18.63% | 57.9 | 52.63% | +2.63% | +17.37% | +14.04% | -0.31% | 20:54 | 09:06 | 12:54 | 15:19 | 23:33 | 1:27:39 | 10:39 | 07:53 |
 | Morbid Mask | 38 | 18.63% | 56.1 | 52.63% | +2.63% | +7.37% | +14.04% | 0.53% | 19:47 | 08:13 | 11:02 | 13:04 | 23:33 | 1:27:39 | 12:31 | 09:16 |
 | Chainmail | 19 | 9.31% | 54.4 | 57.89% | +8.16% | +22.11% | +2.11% | -7.55% | 07:00 | 04:39 | 04:55 | 06:44 | 07:34 | 11:20 | 02:39 | 01:57 |
 | Phase Boots | 19 | 9.31% | 52.6 | 57.89% | +8.16% | +22.11% | +2.11% | -11.43% | 08:20 | 05:22 | 07:07 | 08:21 | 08:52 | 11:53 | 01:45 | 01:17 |
 | Fluffy Hat | 7 | 3.43% | 50.9 | 71.43% | +21.68% | -21.43% | -21.43% | 0.00% | 16:11 | 04:25 | 05:18 | 13:55 | 18:18 | 30:22 | 13:00 | 09:37 |
 | Lotus Orb | 3 | 1.47% | 49.1 | 100.00% | +50.25% | 0.00% | 0.00% | 0.00% | 30:48 | 27:53 | 27:53 | 30:06 | 34:25 | 34:25 | 06:32 | 04:50 |
 | Linken's Sphere | 3 | 1.47% | 47.4 | 100.00% | +50.25% | 0.00% | 0.00% | 0.00% | 41:30 | 36:58 | 36:58 | 37:07 | 50:25 | 50:25 | 13:27 | 09:57 |
 | Black King Bar | 5 | 2.45% | 45.6 | 80.00% | +30.25% | +20.00% | +20.00% | 0.00% | 32:29 | 26:01 | 26:01 | 33:37 | 36:17 | 38:26 | 10:16 | 07:36 |
 | Bottle | 5 | 2.45% | 43.9 | 80.00% | +30.25% | +20.00% | +20.00% | 0.00% | 01:40 | 01:09 | 01:09 | 01:23 | 02:04 | 02:23 | 00:55 | 00:40 |
 | Scythe of Vyse | 2 | 0.98% | 42.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 60:19 | 41:51 | 41:51 | 1:18:47 | 1:18:47 | 1:18:47 | 36:56 | 27:21 |
 | Hand of Midas | 14 | 6.86% | 40.4 | 42.86% | -8.19% | -17.86% | -42.86% | -2.37% | 18:21 | 10:45 | 11:53 | 18:54 | 22:27 | 26:41 | 10:34 | 07:49 |
 | Radiance | 6 | 2.94% | 38.6 | 50.00% | -0.51% | 0.00% | +50.00% | 0.00% | 40:13 | 33:33 | 38:18 | 38:20 | 43:00 | 47:21 | 04:42 | 03:28 |
 | Force Staff | 3 | 1.47% | 36.8 | 66.67% | +16.42% | +33.33% | 0.00% | 0.00% | 23:51 | 12:26 | 12:26 | 28:46 | 30:22 | 30:22 | 17:56 | 13:17 |
 | Helm of Iron Will | 3 | 1.47% | 35.1 | 66.67% | +16.42% | +33.33% | 0.00% | 0.00% | 34:06 | 14:02 | 14:02 | 28:06 | 60:10 | 60:10 | 46:08 | 34:10 |
 | Crown | 8 | 3.92% | 33.3 | 37.50% | -13.52% | +12.50% | +62.50% | 0.00% | 14:45 | 04:56 | 06:08 | 07:23 | 09:19 | 60:11 | 03:11 | 02:21 |
 | Hood of Defiance | 1 | 0.49% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.49% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.49% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:47 | 1:12:47 | 1:12:47 | 1:12:47 | 1:12:47 | 1:12:47 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.49% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.49% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Octarine Core | 1 | 0.49% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:10 | 52:10 | 52:10 | 52:10 | 52:10 | 52:10 | 00:00 | 00:00 |
 | Aether Lens | 1 | 0.49% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:04 | 49:04 | 49:04 | 49:04 | 49:04 | 49:04 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.49% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:11 | 60:11 | 60:11 | 60:11 | 60:11 | 60:11 | 00:00 | 00:00 |
 | Sange | 1 | 0.49% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 0.49% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 15:16 | 00:00 | 00:00 |
 | Vanguard | 7 | 3.43% | 14.0 | 28.57% | -22.70% | +21.43% | +21.43% | 0.00% | 10:04 | 05:20 | 06:24 | 10:33 | 12:13 | 13:22 | 05:49 | 04:18 |
 | Crimson Guard | 2 | 0.98% | 12.3 | 50.00% | -0.50% | +50.00% | 0.00% | 0.00% | 22:42 | 16:25 | 16:25 | 28:58 | 28:58 | 28:58 | 12:33 | 09:17 |
 | Headdress | 2 | 0.98% | 10.5 | 50.00% | -0.50% | -50.00% | 0.00% | 0.00% | 17:06 | -01:29 | -01:29 | 35:40 | 35:40 | 35:40 | 37:09 | 27:31 |
 | Meteor Hammer | 6 | 2.94% | 8.8 | 16.67% | -34.85% | +33.33% | -16.67% | 0.00% | 09:08 | 08:11 | 08:43 | 09:02 | 09:32 | 10:04 | 00:49 | 00:36 |
 | Glimmer Cape | 1 | 0.49% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 52:45 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.49% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.49% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:20 | 23:20 | 23:20 | 23:20 | 23:20 | 23:20 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.49% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:01 | 08:01 | 08:01 | 08:01 | 08:01 | 08:01 | 00:00 | 00:00 |