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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 | |
 | Void Stone | 29 | 35.37% | 100.0 | 75.86% | +32.46% | +9.85% | -33.00% | -4.95% | 37:32 | 23:31 | 32:03 | 37:57 | 40:42 | 55:33 | 08:39 | 06:24 |
 | Ring of Health | 45 | 54.88% | 98.2 | 66.67% | +26.13% | -12.12% | +6.06% | 0.65% | 26:26 | 02:47 | 10:01 | 30:54 | 37:59 | 55:33 | 27:58 | 20:42 |
 | Refresher Orb | 25 | 30.49% | 96.5 | 72.00% | +24.63% | -5.33% | -22.00% | -1.87% | 38:25 | 27:43 | 32:09 | 38:09 | 41:03 | 55:41 | 08:54 | 06:35 |
 | Shiva's Guard | 43 | 52.44% | 94.7 | 62.79% | +16.64% | +0.85% | -17.34% | -6.10% | 27:32 | 17:19 | 25:40 | 27:49 | 28:39 | 36:19 | 02:59 | 02:12 |
 | Boots of Speed | 82 | 100.00% | 93.0 | 54.88% | +54.88% | +11.79% | +0.12% | -7.61% | 02:54 | -01:29 | 02:20 | 02:57 | 03:52 | 07:08 | 01:32 | 01:08 |
 | Chainmail | 78 | 95.12% | 91.2 | 55.13% | +5.13% | +4.87% | +8.03% | 1.47% | 05:36 | 01:56 | 04:21 | 05:09 | 06:30 | 13:44 | 02:09 | 01:35 |
 | Magic Stick | 72 | 87.80% | 89.5 | 55.56% | +5.56% | +5.55% | -22.23% | -6.54% | 03:51 | -01:29 | 01:25 | 03:07 | 05:40 | 16:06 | 04:15 | 03:08 |
 | Black King Bar | 70 | 85.37% | 87.7 | 55.71% | +5.71% | +10.96% | -8.65% | -3.78% | 18:57 | 12:01 | 15:32 | 17:56 | 20:43 | 40:22 | 05:11 | 03:50 |
 | Magic Wand | 64 | 78.05% | 86.0 | 56.25% | +6.25% | 0.00% | +6.25% | 1.13% | 07:54 | 02:17 | 04:44 | 07:07 | 10:16 | 16:31 | 05:32 | 04:05 |
 | Phase Boots | 74 | 90.24% | 84.2 | 52.70% | -22.30% | +10.46% | +2.86% | -3.90% | 06:41 | 03:48 | 05:43 | 06:19 | 07:40 | 10:32 | 01:57 | 01:26 |
 | Quelling Blade | 77 | 93.90% | 82.5 | 51.95% | -48.05% | +0.68% | +0.68% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 18:14 | 00:00 | 00:00 |
 | Wind Lace | 45 | 54.88% | 80.7 | 55.56% | +1.51% | -10.11% | -1.01% | 2.58% | 06:36 | -01:29 | 04:27 | 06:16 | 07:59 | 30:11 | 03:32 | 02:37 |
 | Shadow Blade | 4 | 4.88% | 78.9 | 100.00% | +47.44% | 0.00% | 0.00% | 0.00% | 25:44 | 23:10 | 23:10 | 23:45 | 24:44 | 31:16 | 01:34 | 01:09 |
 | Bracer | 37 | 45.12% | 77.2 | 56.76% | +3.43% | +21.02% | -1.20% | -11.11% | 03:00 | -01:29 | 01:46 | 02:25 | 03:46 | 08:09 | 02:00 | 01:28 |
 | Ring of Protection | 35 | 42.68% | 75.4 | 57.14% | +3.95% | -12.70% | -1.58% | 5.38% | 04:48 | -01:29 | -01:29 | -01:29 | 03:33 | 39:40 | 05:02 | 03:43 |
 | Blink Dagger | 70 | 85.37% | 73.7 | 51.43% | -23.57% | +4.13% | -16.14% | -2.50% | 17:34 | 09:48 | 12:40 | 16:45 | 20:46 | 45:56 | 08:06 | 06:00 |
 | Tranquil Boots | 6 | 7.32% | 71.9 | 83.33% | +30.70% | +16.67% | +16.67% | 0.00% | 06:17 | 03:13 | 04:53 | 06:30 | 07:29 | 08:21 | 02:36 | 01:55 |
 | Hand of Midas | 18 | 21.95% | 70.2 | 61.11% | +7.98% | -1.11% | -11.11% | -6.98% | 10:07 | 07:38 | 09:12 | 10:04 | 10:38 | 13:13 | 01:26 | 01:03 |
 | Blight Stone | 10 | 12.20% | 68.4 | 70.00% | +17.22% | -3.33% | +30.00% | 1.75% | 17:19 | 06:52 | 10:29 | 13:18 | 29:33 | 33:52 | 19:04 | 14:07 |
 | Solar Crest | 10 | 12.20% | 66.7 | 70.00% | +17.22% | -36.67% | +30.00% | 4.20% | 21:23 | 10:13 | 13:52 | 18:06 | 29:44 | 33:53 | 15:52 | 11:45 |
 | Medallion of Courage | 10 | 12.20% | 64.9 | 70.00% | +17.22% | -36.67% | +30.00% | 3.61% | 17:28 | 06:52 | 11:06 | 13:18 | 29:33 | 33:52 | 18:27 | 13:40 |
 | Crown | 10 | 12.20% | 63.2 | 70.00% | +17.22% | -3.33% | +30.00% | 1.89% | 20:09 | 08:17 | 11:55 | 17:48 | 29:34 | 33:52 | 17:39 | 13:04 |
 | Bottle | 19 | 23.17% | 61.4 | 57.89% | +3.92% | +2.11% | +2.11% | 0.00% | 02:01 | 01:04 | 01:31 | 01:40 | 01:55 | 04:16 | 00:24 | 00:17 |
 | Linken's Sphere | 3 | 3.66% | 59.6 | 100.00% | +46.84% | 0.00% | 0.00% | 0.00% | 36:05 | 31:12 | 31:12 | 36:00 | 41:02 | 41:02 | 09:50 | 07:17 |
 | Drum of Endurance | 19 | 23.17% | 57.9 | 52.63% | -2.93% | +27.37% | +7.37% | -11.43% | 10:48 | 08:42 | 09:00 | 09:59 | 10:45 | 24:35 | 01:45 | 01:17 |
 | Assault Cuirass | 5 | 6.10% | 56.1 | 80.00% | +26.75% | +20.00% | +20.00% | 0.00% | 35:37 | 27:52 | 27:52 | 36:30 | 37:51 | 40:27 | 09:59 | 07:23 |
 | Aghanim's Shard | 23 | 28.05% | 54.4 | 47.83% | -9.80% | +18.84% | +18.84% | 0.00% | 28:25 | 20:18 | 23:44 | 25:38 | 31:45 | 46:06 | 08:01 | 05:56 |
 | Sange | 11 | 13.41% | 52.6 | 54.55% | -0.38% | +12.12% | -21.22% | -6.45% | 25:31 | 16:42 | 22:42 | 26:30 | 27:52 | 30:55 | 05:10 | 03:49 |
 | Buckler | 6 | 7.32% | 50.9 | 66.67% | +12.72% | +33.33% | +33.33% | 0.00% | 34:50 | 27:20 | 33:46 | 34:38 | 38:53 | 39:40 | 05:07 | 03:47 |
 | Vanguard | 4 | 4.88% | 49.1 | 75.00% | +21.15% | +25.00% | -75.00% | 0.00% | 09:15 | 06:29 | 06:29 | 09:16 | 09:57 | 11:19 | 03:28 | 02:34 |
 | Arcane Blink | 4 | 4.88% | 47.4 | 75.00% | +21.15% | +25.00% | +25.00% | 0.00% | 36:53 | 24:18 | 24:18 | 33:22 | 43:34 | 46:17 | 19:16 | 14:16 |
 | Kaya | 4 | 4.88% | 45.6 | 75.00% | +21.15% | +25.00% | -75.00% | 0.00% | 28:18 | 22:19 | 22:19 | 28:23 | 30:55 | 31:35 | 08:36 | 06:22 |
 | Kaya and Sange | 4 | 4.88% | 43.9 | 75.00% | +21.15% | +25.00% | -75.00% | 0.00% | 28:29 | 22:34 | 22:34 | 28:45 | 30:55 | 31:43 | 08:21 | 06:11 |
 | Hood of Defiance | 13 | 15.85% | 42.1 | 46.15% | -10.37% | -12.82% | -12.82% | 0.00% | 12:35 | 07:38 | 09:29 | 11:39 | 13:02 | 19:37 | 03:33 | 02:37 |
 | Orb of Venom | 2 | 2.44% | 40.4 | 100.00% | +46.25% | 0.00% | 0.00% | 0.00% | 04:33 | 03:15 | 03:15 | 05:50 | 05:50 | 05:50 | 02:35 | 01:54 |
 | Soul Ring | 10 | 12.20% | 38.6 | 50.00% | -5.56% | +16.67% | 0.00% | -3.21% | 06:58 | 02:41 | 04:01 | 07:16 | 09:13 | 11:40 | 05:12 | 03:51 |
 | Headdress | 5 | 6.10% | 36.8 | 60.00% | +5.45% | +40.00% | +40.00% | 0.00% | 13:07 | 09:09 | 09:09 | 15:00 | 15:03 | 16:43 | 05:54 | 04:22 |
 | Heaven's Halberd | 6 | 7.32% | 35.1 | 50.00% | -5.26% | +50.00% | -50.00% | 0.00% | 27:09 | 18:20 | 26:39 | 26:43 | 28:36 | 35:20 | 01:57 | 01:26 |
 | Pipe of Insight | 3 | 3.66% | 33.3 | 66.67% | +12.24% | -66.67% | 0.00% | 0.00% | 16:31 | 15:14 | 15:14 | 15:29 | 18:51 | 18:51 | 03:37 | 02:40 |
 | Octarine Core | 1 | 1.22% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.22% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.22% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.22% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 39:26 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 1.22% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.22% | 22.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 6.10% | 21.1 | 40.00% | -15.84% | -40.00% | +60.00% | 0.00% | 26:25 | 13:21 | 13:21 | 28:07 | 31:55 | 33:17 | 18:34 | 13:45 |
 | Fluffy Hat | 2 | 2.44% | 19.3 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 09:49 | 09:35 | 09:35 | 10:03 | 10:03 | 10:03 | 00:28 | 00:20 |
 | Mekansm | 2 | 2.44% | 17.5 | 50.00% | -5.00% | +50.00% | 0.00% | 0.00% | 12:32 | 12:31 | 12:31 | 12:32 | 12:32 | 12:32 | 00:01 | 00:00 |
 | Eternal Shroud | 2 | 2.44% | 15.8 | 50.00% | -5.00% | -50.00% | 0.00% | 0.00% | 26:03 | 21:54 | 21:54 | 30:11 | 30:11 | 30:11 | 08:17 | 06:08 |
 | Aeon Disk | 2 | 2.44% | 14.0 | 50.00% | -5.00% | +50.00% | 0.00% | 0.00% | 37:37 | 37:14 | 37:14 | 37:59 | 37:59 | 37:59 | 00:45 | 00:33 |
 | Spirit Vessel | 1 | 1.22% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 18:48 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.22% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.22% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 38:07 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.22% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.22% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 2.44% | 3.5 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 29:17 | 19:40 | 19:40 | 38:53 | 38:53 | 38:53 | 19:13 | 14:14 |
 | Urn of Shadows | 1 | 1.22% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 04:16 | 00:00 | 00:00 |