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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 | |
 | Scythe of Vyse | 6 | 15.79% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 34:41 | 25:40 | 29:38 | 35:24 | 38:53 | 41:01 | 09:15 | 06:51 |
 | Void Stone | 13 | 34.21% | 97.8 | 76.92% | +28.92% | +23.08% | -10.25% | -1.98% | 28:33 | 16:08 | 19:06 | 28:43 | 35:58 | 43:54 | 16:52 | 12:29 |
 | Quelling Blade | 22 | 57.89% | 95.7 | 68.18% | +24.43% | -34.85% | -8.18% | 0.00% | -00:31 | -01:30 | -01:29 | -01:29 | -01:29 | 19:40 | 00:00 | 00:00 |
 | Arcane Boots | 38 | 100.00% | 93.5 | 57.89% | +57.89% | +2.11% | -2.33% | -1.46% | 06:36 | 04:00 | 04:43 | 06:10 | 07:45 | 11:21 | 03:02 | 02:14 |
 | Headdress | 38 | 100.00% | 91.3 | 57.89% | +57.89% | -7.89% | -2.33% | 1.16% | 09:50 | 05:19 | 07:18 | 08:52 | 12:06 | 20:07 | 04:48 | 03:33 |
 | Boots of Speed | 38 | 100.00% | 89.1 | 57.89% | +57.89% | +22.11% | +8.78% | -4.44% | 04:01 | 01:36 | 02:30 | 03:30 | 05:30 | 08:43 | 03:00 | 02:13 |
 | Pipe of Insight | 13 | 34.21% | 87.0 | 69.23% | +17.23% | -35.90% | -35.90% | 0.00% | 19:50 | 14:29 | 15:15 | 19:39 | 21:15 | 25:43 | 06:00 | 04:26 |
 | Magic Wand | 33 | 86.84% | 84.8 | 57.58% | -2.42% | +4.92% | -7.58% | -2.59% | 07:54 | -01:29 | 05:40 | 08:11 | 10:30 | 22:25 | 04:50 | 03:34 |
 | Magic Stick | 31 | 81.58% | 82.6 | 58.06% | +0.92% | +4.44% | +16.94% | 1.99% | 07:16 | -01:29 | -01:29 | 06:09 | 07:45 | 1:14:45 | 09:14 | 06:50 |
 | Ring of Health | 23 | 60.53% | 80.4 | 60.87% | +7.54% | +5.80% | -27.54% | -2.61% | 12:23 | 02:49 | 03:36 | 08:41 | 16:21 | 43:54 | 12:45 | 09:26 |
 | Ring of Protection | 36 | 94.74% | 78.3 | 55.56% | -44.44% | 0.00% | -11.12% | -2.45% | 12:58 | -01:29 | 10:19 | 12:13 | 14:51 | 26:43 | 04:32 | 03:21 |
 | Buckler | 36 | 94.74% | 76.1 | 55.56% | -44.44% | +22.22% | 0.00% | -5.75% | 15:01 | 09:38 | 12:03 | 13:52 | 15:55 | 26:43 | 03:52 | 02:51 |
 | Ring of Basilius | 6 | 15.79% | 73.9 | 83.33% | +30.20% | -33.33% | +16.67% | 0.00% | 12:14 | 02:13 | 06:25 | 06:57 | 24:02 | 24:04 | 17:37 | 13:02 |
 | Guardian Greaves | 35 | 92.11% | 71.7 | 54.29% | -45.71% | +23.49% | -20.96% | -11.96% | 16:57 | 11:14 | 13:58 | 16:20 | 17:41 | 28:23 | 03:43 | 02:45 |
 | Chainmail | 35 | 92.11% | 69.6 | 54.29% | -45.71% | +23.49% | +1.27% | -6.06% | 10:31 | 06:58 | 08:16 | 09:49 | 11:56 | 17:41 | 03:40 | 02:42 |
 | Mekansm | 35 | 92.11% | 67.4 | 54.29% | -45.71% | +12.38% | -9.85% | -8.89% | 12:29 | 08:47 | 10:44 | 12:02 | 13:14 | 20:09 | 02:30 | 01:51 |
 | Vanguard | 10 | 26.32% | 65.2 | 70.00% | +16.43% | +30.00% | -70.00% | -24.90% | 08:51 | 05:41 | 06:01 | 08:18 | 10:02 | 15:56 | 04:01 | 02:58 |
 | Blink Dagger | 27 | 71.05% | 63.0 | 55.56% | -8.08% | +30.15% | -26.99% | -6.38% | 25:52 | 16:15 | 20:19 | 25:10 | 29:16 | 47:10 | 08:57 | 06:37 |
 | Linken's Sphere | 3 | 7.89% | 60.9 | 100.00% | +45.71% | 0.00% | 0.00% | 0.00% | 48:13 | 36:24 | 36:24 | 37:30 | 1:10:46 | 1:10:46 | 34:22 | 25:27 |
 | Aghanim's Scepter | 11 | 28.95% | 58.7 | 63.64% | +8.08% | +3.03% | +36.36% | 5.24% | 34:45 | 26:17 | 31:00 | 34:07 | 37:22 | 43:56 | 06:22 | 04:42 |
 | Hood of Defiance | 11 | 28.95% | 56.5 | 63.64% | +8.08% | -30.31% | -30.31% | 0.00% | 15:18 | 09:10 | 11:03 | 15:43 | 16:57 | 22:05 | 05:54 | 04:22 |
 | Aghanim's Shard | 7 | 18.42% | 54.3 | 71.43% | +16.59% | -21.43% | +28.57% | 7.25% | 23:48 | 15:43 | 16:46 | 18:29 | 23:40 | 44:45 | 06:54 | 05:06 |
 | Lotus Orb | 5 | 13.16% | 52.2 | 80.00% | +25.45% | +20.00% | -80.00% | 0.00% | 28:52 | 23:12 | 23:12 | 28:15 | 32:33 | 35:05 | 09:21 | 06:55 |
 | Soul Ring | 8 | 21.05% | 50.0 | 62.50% | +5.83% | +37.50% | -12.50% | -13.22% | 11:56 | 08:27 | 08:39 | 10:33 | 12:26 | 21:32 | 03:47 | 02:48 |
 | Null Talisman | 11 | 28.95% | 47.8 | 54.55% | -4.71% | +12.12% | +12.12% | 0.00% | 05:10 | -01:29 | 01:19 | 02:30 | 02:59 | 23:45 | 01:40 | 01:14 |
 | Helm of Iron Will | 6 | 15.79% | 45.7 | 66.67% | +10.42% | +33.33% | +33.33% | 0.00% | 15:41 | 11:13 | 11:48 | 12:19 | 18:12 | 23:52 | 06:24 | 04:44 |
 | Crimson Guard | 6 | 15.79% | 43.5 | 66.67% | +10.42% | +33.33% | +33.33% | 0.00% | 17:23 | 12:58 | 13:32 | 14:18 | 20:02 | 25:10 | 06:30 | 04:48 |
 | Black King Bar | 12 | 31.58% | 41.3 | 50.00% | -11.54% | -16.67% | -16.67% | 0.00% | 36:22 | 22:37 | 24:16 | 34:00 | 40:44 | 1:01:44 | 16:28 | 12:11 |
 | Aeon Disk | 2 | 5.26% | 39.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 43:36 | 29:20 | 29:20 | 57:51 | 57:51 | 57:51 | 28:31 | 21:07 |
 | Wraith Pact | 2 | 5.26% | 37.0 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 28:30 | 26:38 | 26:38 | 30:22 | 30:22 | 30:22 | 03:44 | 02:45 |
 | Cornucopia | 2 | 5.26% | 34.8 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 57:50 | 46:59 | 46:59 | 1:08:40 | 1:08:40 | 1:08:40 | 21:41 | 16:03 |
 | Vladmir's Offering | 2 | 5.26% | 32.6 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 27:08 | 24:04 | 24:04 | 30:12 | 30:12 | 30:12 | 06:08 | 04:32 |
 | Sange | 2 | 5.26% | 30.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 26:17 | 24:11 | 24:11 | 28:22 | 28:22 | 28:22 | 04:11 | 03:05 |
 | Boots of Travel | 2 | 5.26% | 28.3 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 51:23 | 43:18 | 43:18 | 59:28 | 59:28 | 59:28 | 16:10 | 11:58 |
 | Morbid Mask | 2 | 5.26% | 26.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 26:50 | 24:04 | 24:04 | 29:35 | 29:35 | 29:35 | 05:31 | 04:05 |
 | Fluffy Hat | 7 | 18.42% | 23.9 | 42.86% | -18.43% | +7.14% | +7.14% | 0.00% | 19:26 | 12:54 | 13:28 | 18:52 | 19:20 | 27:33 | 05:52 | 04:20 |
 | Force Staff | 4 | 10.53% | 21.7 | 50.00% | -8.82% | +50.00% | -50.00% | 0.00% | 25:41 | 20:33 | 20:33 | 25:06 | 27:59 | 29:06 | 07:26 | 05:30 |
 | Radiance | 1 | 2.63% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.63% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.63% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:05 | 46:05 | 46:05 | 46:05 | 46:05 | 46:05 | 00:00 | 00:00 |
 | Octarine Core | 1 | 2.63% | 13.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 2.63% | 10.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 00:00 | 00:00 |
 | Kaya | 2 | 5.26% | 8.7 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 36:17 | 21:13 | 21:13 | 51:20 | 51:20 | 51:20 | 30:07 | 22:18 |
 | Refresher Orb | 2 | 5.26% | 6.5 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 49:06 | 47:07 | 47:07 | 51:04 | 51:04 | 51:04 | 03:57 | 02:55 |
 | Wind Lace | 1 | 2.63% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.63% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:36 | 17:36 | 17:36 | 17:36 | 17:36 | 17:36 | 00:00 | 00:00 |