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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 | |
 | Shiva's Guard | 28 | 21.37% | 100.0 | 71.43% | +28.71% | +28.57% | -14.29% | -6.18% | 31:55 | 23:22 | 28:40 | 31:16 | 35:36 | 44:28 | 06:56 | 05:08 |
 | Aghanim's Shard | 68 | 51.91% | 98.2 | 57.35% | +17.67% | +1.47% | +1.47% | 0.00% | 26:44 | 15:19 | 21:38 | 26:29 | 30:27 | 41:12 | 08:49 | 06:31 |
 | Magic Wand | 124 | 94.66% | 96.5 | 50.00% | +21.43% | +4.84% | -11.29% | -3.20% | 05:48 | -01:29 | 03:07 | 06:01 | 08:09 | 25:20 | 05:02 | 03:43 |
 | Boots of Speed | 131 | 100.00% | 94.7 | 48.85% | +48.85% | +2.67% | -6.43% | -3.46% | 05:58 | 01:17 | 04:17 | 05:27 | 06:55 | 16:24 | 02:38 | 01:57 |
 | Magic Stick | 114 | 87.02% | 93.0 | 49.12% | +2.06% | +2.60% | -2.69% | -1.71% | 02:38 | -01:29 | -01:29 | 02:20 | 04:35 | 12:50 | 06:04 | 04:29 |
 | Ring of Health | 37 | 28.24% | 91.2 | 56.76% | +11.02% | -1.20% | +9.91% | 0.55% | 21:38 | 08:49 | 11:01 | 22:55 | 31:09 | 46:27 | 20:08 | 14:54 |
 | Black King Bar | 82 | 62.60% | 89.5 | 50.00% | +3.06% | +16.67% | 0.00% | -2.84% | 22:03 | 13:53 | 17:51 | 19:34 | 23:43 | 1:07:28 | 05:52 | 04:20 |
 | Void Stone | 44 | 33.59% | 87.7 | 54.55% | +8.57% | -9.10% | +27.27% | 1.93% | 24:25 | 06:51 | 14:46 | 23:44 | 33:34 | 47:52 | 18:48 | 13:55 |
 | Sange | 34 | 25.95% | 86.0 | 55.88% | +9.49% | +21.90% | -18.38% | -3.81% | 23:49 | 09:59 | 17:20 | 21:36 | 27:55 | 44:45 | 10:35 | 07:50 |
 | Headdress | 4 | 3.05% | 84.2 | 100.00% | +52.76% | 0.00% | 0.00% | 0.00% | 21:44 | 14:24 | 14:24 | 17:03 | 22:30 | 33:00 | 08:06 | 06:00 |
 | Null Talisman | 79 | 60.31% | 82.5 | 48.10% | -1.90% | -8.10% | -3.10% | 2.40% | 03:54 | -01:29 | 02:31 | 03:31 | 04:36 | 11:39 | 02:05 | 01:32 |
 | Ring of Protection | 25 | 19.08% | 80.7 | 56.00% | +8.83% | -6.00% | -6.00% | 0.00% | 02:21 | -01:29 | -01:29 | 01:43 | 06:08 | 10:09 | 07:37 | 05:38 |
 | Bracer | 6 | 4.58% | 78.9 | 83.33% | +36.13% | -33.33% | +16.67% | 0.00% | 09:05 | 02:24 | 02:51 | 03:04 | 12:58 | 21:44 | 10:07 | 07:29 |
 | Aeon Disk | 12 | 9.16% | 77.2 | 66.67% | +19.61% | -33.34% | 0.00% | 2.82% | 36:39 | 26:53 | 28:57 | 36:39 | 40:47 | 47:17 | 11:50 | 08:45 |
 | Heaven's Halberd | 10 | 7.63% | 75.4 | 70.00% | +22.89% | +30.00% | +30.00% | 0.00% | 28:46 | 19:07 | 20:31 | 25:13 | 32:10 | 48:55 | 11:39 | 08:37 |
 | Glimmer Cape | 10 | 7.63% | 73.7 | 70.00% | +22.89% | -3.33% | -70.00% | 0.00% | 21:30 | 15:23 | 18:46 | 19:20 | 23:45 | 30:42 | 04:59 | 03:41 |
 | Drum of Endurance | 10 | 7.63% | 71.9 | 70.00% | +22.89% | +30.00% | -20.00% | 0.00% | 19:48 | 15:08 | 16:06 | 16:20 | 23:28 | 33:34 | 07:22 | 05:27 |
 | Kaya | 26 | 19.85% | 70.2 | 53.85% | +6.23% | +3.29% | -20.52% | -2.10% | 22:48 | 09:13 | 14:59 | 22:40 | 26:18 | 47:54 | 11:19 | 08:22 |
 | Power Treads | 22 | 16.79% | 68.4 | 54.55% | +6.84% | -4.55% | +5.45% | 4.96% | 09:24 | 05:49 | 06:48 | 07:20 | 08:49 | 25:32 | 02:01 | 01:29 |
 | Blink Dagger | 42 | 32.06% | 66.7 | 47.62% | -1.82% | +16.02% | -27.62% | -4.63% | 29:08 | 17:18 | 23:28 | 28:12 | 32:54 | 46:37 | 09:26 | 06:59 |
 | Kaya and Sange | 25 | 19.08% | 64.9 | 52.00% | +3.89% | +31.33% | -35.33% | -6.99% | 25:50 | 12:36 | 18:55 | 25:49 | 28:27 | 47:57 | 09:32 | 07:03 |
 | Wind Lace | 63 | 48.09% | 63.2 | 42.86% | -11.55% | +7.14% | +7.14% | 0.00% | 10:12 | -01:29 | 07:13 | 09:23 | 12:05 | 32:20 | 04:52 | 03:36 |
 | Bottle | 36 | 27.48% | 61.4 | 47.22% | -2.25% | -2.78% | -13.89% | -11.11% | 02:07 | 01:05 | 01:19 | 01:25 | 01:41 | 20:48 | 00:22 | 00:16 |
 | Eul's Scepter of Divinity | 21 | 16.03% | 59.6 | 52.38% | +4.20% | +27.62% | +27.62% | 0.00% | 18:42 | 11:18 | 12:03 | 15:37 | 19:18 | 48:12 | 07:15 | 05:22 |
 | Pipe of Insight | 3 | 2.29% | 57.9 | 100.00% | +52.34% | 0.00% | 0.00% | 0.00% | 18:44 | 15:19 | 15:19 | 17:50 | 23:03 | 23:03 | 07:44 | 05:43 |
 | Refresher Orb | 5 | 3.82% | 56.1 | 80.00% | +32.38% | +20.00% | +20.00% | 0.00% | 41:28 | 37:37 | 37:37 | 39:31 | 45:57 | 46:28 | 08:20 | 06:10 |
 | Hood of Defiance | 18 | 13.74% | 54.4 | 50.00% | +1.33% | -30.00% | 0.00% | 7.96% | 12:36 | 08:49 | 09:48 | 11:53 | 13:34 | 25:32 | 03:46 | 02:47 |
 | Ghost Scepter | 13 | 9.92% | 52.6 | 53.85% | +5.54% | +46.15% | -20.52% | -6.03% | 26:34 | 15:53 | 19:30 | 24:26 | 30:33 | 51:53 | 11:03 | 08:11 |
 | Fluffy Hat | 28 | 21.37% | 50.9 | 42.86% | -7.63% | 0.00% | -14.29% | -3.10% | 12:21 | 06:50 | 08:41 | 10:06 | 13:18 | 28:33 | 04:37 | 03:25 |
 | Soul Ring | 8 | 6.11% | 49.1 | 62.50% | +14.53% | +37.50% | +37.50% | 0.00% | 10:28 | 06:40 | 08:08 | 09:51 | 10:38 | 17:31 | 02:30 | 01:51 |
 | Tranquil Boots | 26 | 19.85% | 47.4 | 42.31% | -8.17% | +29.12% | -8.98% | -9.22% | 12:20 | 08:12 | 09:53 | 11:26 | 14:01 | 22:15 | 04:08 | 03:03 |
 | Lotus Orb | 11 | 8.40% | 45.6 | 54.55% | +6.22% | +12.12% | +12.12% | 0.00% | 28:01 | 16:18 | 24:04 | 29:49 | 32:19 | 36:05 | 08:15 | 06:06 |
 | Urn of Shadows | 14 | 10.69% | 43.9 | 50.00% | +1.28% | -25.00% | -16.67% | 5.81% | 03:43 | 02:27 | 02:51 | 03:33 | 04:17 | 05:33 | 01:26 | 01:03 |
 | Phase Boots | 28 | 21.37% | 42.1 | 39.29% | -12.17% | -10.72% | +3.57% | 7.33% | 09:22 | 05:24 | 07:43 | 08:53 | 09:40 | 21:08 | 01:57 | 01:26 |
 | Chainmail | 30 | 22.90% | 40.4 | 36.67% | -15.81% | +13.33% | -8.10% | -5.54% | 09:24 | 04:51 | 05:56 | 08:07 | 09:48 | 36:07 | 03:52 | 02:51 |
 | Helm of the Dominator | 2 | 1.53% | 38.6 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 36:53 | 34:05 | 34:05 | 39:41 | 39:41 | 39:41 | 05:36 | 04:08 |
 | Helm of Iron Will | 2 | 1.53% | 36.8 | 100.00% | +51.94% | 0.00% | 0.00% | 0.00% | 36:03 | 34:05 | 34:05 | 38:00 | 38:00 | 38:00 | 03:55 | 02:54 |
 | Force Staff | 7 | 5.34% | 35.1 | 57.14% | +8.75% | -7.14% | +42.86% | 0.00% | 26:36 | 21:14 | 22:14 | 26:05 | 26:51 | 37:04 | 04:37 | 03:25 |
 | Linken's Sphere | 8 | 6.11% | 33.3 | 50.00% | +1.22% | -50.00% | +50.00% | 0.00% | 32:26 | 26:04 | 30:29 | 31:28 | 33:41 | 40:08 | 03:12 | 02:22 |
 | Arcane Boots | 4 | 3.05% | 31.6 | 50.00% | +1.18% | +50.00% | -50.00% | 0.00% | 17:46 | 12:23 | 12:23 | 14:24 | 15:11 | 29:07 | 02:48 | 02:04 |
 | Quelling Blade | 4 | 3.05% | 29.8 | 50.00% | +1.18% | -50.00% | +50.00% | 0.00% | -00:38 | -01:29 | -01:29 | -01:29 | -01:29 | 01:54 | 00:00 | 00:00 |
 | Crown | 4 | 3.05% | 28.1 | 50.00% | +1.18% | -50.00% | +50.00% | 0.00% | 29:10 | 06:58 | 06:58 | 34:05 | 36:09 | 39:27 | 29:11 | 21:37 |
 | Octarine Core | 1 | 0.76% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 35:10 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.76% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 32:09 | 00:00 | 00:00 |
 | Scythe of Vyse | 5 | 3.82% | 22.8 | 40.00% | -9.21% | +60.00% | -40.00% | 0.00% | 40:21 | 32:25 | 32:25 | 40:51 | 42:23 | 52:13 | 09:58 | 07:22 |
 | Spirit Vessel | 7 | 5.34% | 21.1 | 28.57% | -21.43% | +21.43% | +21.43% | 0.00% | 13:01 | 10:28 | 10:50 | 13:10 | 13:13 | 18:15 | 02:23 | 01:45 |
 | Blight Stone | 2 | 1.53% | 19.3 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 17:20 | -01:29 | -01:29 | 36:08 | 36:08 | 36:08 | 37:37 | 27:51 |
 | Aether Lens | 2 | 1.53% | 17.5 | 50.00% | +1.16% | -50.00% | 0.00% | 0.00% | 25:58 | 16:47 | 16:47 | 35:09 | 35:09 | 35:09 | 18:22 | 13:36 |
 | Overwhelming Blink | 2 | 1.53% | 15.8 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 57:53 | 51:00 | 51:00 | 1:04:45 | 1:04:45 | 1:04:45 | 13:45 | 10:11 |
 | Boots of Bearing | 2 | 1.53% | 14.0 | 50.00% | +1.16% | +50.00% | 0.00% | 0.00% | 21:39 | 19:57 | 19:57 | 23:20 | 23:20 | 23:20 | 03:23 | 02:30 |
 | Ring of Basilius | 1 | 0.76% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:31 | 05:31 | 05:31 | 05:31 | 05:31 | 05:31 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.76% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 20:40 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.76% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.76% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:13 | 11:13 | 11:13 | 11:13 | 11:13 | 11:13 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.76% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 36:08 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.76% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:17 | 08:17 | 08:17 | 08:17 | 08:17 | 08:17 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.76% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 36:18 | 00:00 | 00:00 |