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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 | |
 | Overwhelming Blink | 6 | 13.95% | 100.0 | 100.00% | +43.24% | 0.00% | 0.00% | 0.00% | 38:28 | 24:48 | 29:41 | 34:39 | 43:13 | 1:02:43 | 13:32 | 10:01 |
 | Vanguard | 33 | 76.74% | 97.7 | 69.70% | +29.70% | -7.20% | -7.20% | 0.00% | 06:58 | 05:07 | 05:58 | 06:54 | 07:08 | 15:37 | 01:10 | 00:51 |
 | Quelling Blade | 25 | 58.14% | 95.3 | 72.00% | +22.00% | -5.33% | -5.33% | 0.00% | -00:57 | -01:30 | -01:29 | -01:29 | -01:29 | 08:06 | 00:00 | 00:00 |
 | Hood of Defiance | 29 | 67.44% | 93.0 | 68.97% | +18.97% | -26.11% | +2.46% | 4.24% | 14:58 | 05:09 | 10:24 | 12:29 | 17:08 | 44:25 | 06:44 | 04:59 |
 | Magic Stick | 37 | 86.05% | 90.7 | 64.86% | +14.86% | +1.81% | +1.81% | 0.00% | 07:27 | -01:29 | 01:48 | 07:39 | 10:38 | 26:57 | 08:50 | 06:32 |
 | Blink Dagger | 43 | 100.00% | 88.4 | 62.79% | +62.79% | -8.24% | +9.94% | 6.57% | 14:32 | 10:55 | 12:40 | 14:00 | 15:26 | 25:58 | 02:46 | 02:02 |
 | Ring of Health | 43 | 100.00% | 86.0 | 62.79% | +62.79% | -8.24% | -8.24% | 0.00% | 03:42 | 02:29 | 03:03 | 03:23 | 03:41 | 09:02 | 00:38 | 00:28 |
 | Boots of Speed | 43 | 100.00% | 83.7 | 62.79% | +62.79% | +0.85% | +0.85% | 0.00% | 06:22 | -01:29 | 04:42 | 07:04 | 07:50 | 11:07 | 03:08 | 02:19 |
 | Ring of Protection | 36 | 83.72% | 81.4 | 63.89% | +6.75% | -19.45% | +2.78% | 0.00% | -00:55 | -01:30 | -01:29 | -01:29 | -01:29 | 18:48 | 00:00 | 00:00 |
 | Magic Wand | 27 | 62.79% | 79.1 | 66.67% | +10.42% | -9.53% | +4.76% | 2.37% | 11:44 | 02:01 | 08:42 | 10:08 | 14:44 | 26:57 | 06:02 | 04:28 |
 | Helm of Iron Will | 10 | 23.26% | 76.7 | 80.00% | +22.42% | +20.00% | -30.00% | -12.24% | 21:24 | 17:32 | 18:01 | 19:58 | 22:06 | 32:42 | 04:05 | 03:01 |
 | Void Stone | 23 | 53.49% | 74.4 | 65.22% | +5.22% | -15.22% | +18.11% | 3.44% | 26:55 | 17:49 | 21:45 | 27:18 | 31:27 | 40:51 | 09:42 | 07:11 |
 | Lotus Orb | 23 | 53.49% | 72.1 | 65.22% | +5.22% | -15.22% | +18.11% | 4.00% | 27:54 | 19:01 | 23:07 | 27:29 | 31:27 | 40:55 | 08:20 | 06:10 |
 | Headdress | 18 | 41.86% | 69.8 | 66.67% | +6.67% | -6.67% | +8.33% | 1.96% | 19:07 | 12:14 | 14:15 | 16:35 | 21:55 | 34:49 | 07:40 | 05:40 |
 | Crimson Guard | 9 | 20.93% | 67.4 | 77.78% | +18.96% | +22.22% | -77.78% | -25.75% | 22:03 | 18:27 | 19:42 | 22:17 | 23:35 | 25:56 | 03:53 | 02:52 |
 | Heart of Tarrasque | 9 | 20.93% | 65.1 | 77.78% | +18.96% | +22.22% | -27.78% | -4.15% | 38:29 | 28:39 | 29:48 | 35:50 | 41:51 | 52:07 | 12:03 | 08:55 |
 | Pipe of Insight | 17 | 39.53% | 62.8 | 64.71% | +3.17% | -14.71% | +10.29% | 3.73% | 21:52 | 15:36 | 17:28 | 18:44 | 24:10 | 35:02 | 06:42 | 04:57 |
 | Black King Bar | 6 | 13.95% | 60.5 | 83.33% | +23.87% | +16.67% | -83.33% | 0.00% | 36:41 | 26:04 | 26:29 | 37:49 | 43:36 | 47:05 | 17:07 | 12:40 |
 | Aghanim's Shard | 8 | 18.60% | 58.1 | 75.00% | +15.00% | -25.00% | -25.00% | 0.00% | 34:05 | 27:47 | 28:02 | 33:06 | 36:24 | 43:08 | 08:22 | 06:11 |
 | Chainmail | 18 | 41.86% | 55.8 | 61.11% | -2.89% | +18.89% | -11.11% | -3.90% | 11:48 | 06:12 | 08:15 | 09:39 | 15:57 | 23:18 | 07:42 | 05:42 |
 | Phase Boots | 16 | 37.21% | 53.5 | 62.50% | -0.46% | +12.50% | -12.50% | -13.16% | 11:41 | 07:02 | 09:31 | 10:23 | 11:25 | 20:36 | 01:54 | 01:24 |
 | Heaven's Halberd | 12 | 27.91% | 51.2 | 58.33% | -6.19% | +41.67% | +8.34% | -6.51% | 31:05 | 23:05 | 27:13 | 29:21 | 32:20 | 46:26 | 05:07 | 03:47 |
 | Sange | 13 | 30.23% | 48.8 | 53.85% | -12.82% | +46.15% | -20.52% | -9.95% | 28:32 | 21:18 | 23:28 | 27:09 | 30:10 | 46:12 | 06:42 | 04:57 |
 | Arcane Boots | 11 | 25.58% | 46.5 | 54.55% | -11.08% | +12.12% | +12.12% | 0.00% | 22:45 | 17:01 | 18:03 | 19:57 | 22:37 | 39:03 | 04:34 | 03:22 |
 | Linken's Sphere | 2 | 4.65% | 44.2 | 100.00% | +39.02% | 0.00% | 0.00% | 0.00% | 34:57 | 31:05 | 31:05 | 38:48 | 38:48 | 38:48 | 07:43 | 05:42 |
 | Force Staff | 7 | 16.28% | 41.9 | 57.14% | -6.75% | -7.14% | +42.86% | 0.00% | 26:31 | 20:41 | 21:21 | 24:25 | 26:49 | 41:19 | 05:28 | 04:02 |
 | Fluffy Hat | 8 | 18.60% | 39.5 | 50.00% | -15.71% | 0.00% | 0.00% | 0.00% | 24:07 | 12:52 | 18:32 | 24:25 | 25:21 | 41:18 | 06:49 | 05:02 |
 | Wind Lace | 3 | 6.98% | 37.2 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 11:34 | -01:29 | -01:29 | -01:25 | 37:36 | 37:36 | 39:05 | 28:57 |
 | Buckler | 3 | 6.98% | 34.9 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 26:38 | 20:12 | 20:12 | 26:17 | 33:24 | 33:24 | 13:12 | 09:46 |
 | Wraith Band | 4 | 9.30% | 32.6 | 50.00% | -14.10% | +50.00% | -50.00% | 0.00% | 03:02 | 01:56 | 01:56 | 02:19 | 03:16 | 04:38 | 01:20 | 00:59 |
 | Aeon Disk | 1 | 2.33% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 2.33% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 2.33% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.33% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:53 | 41:53 | 41:53 | 41:53 | 41:53 | 41:53 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 2.33% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.33% | 18.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:49 | 53:49 | 53:49 | 53:49 | 53:49 | 53:49 | 00:00 | 00:00 |
 | Bracer | 1 | 2.33% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 01:38 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 2.33% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.33% | 11.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Guardian Greaves | 2 | 4.65% | 9.3 | 50.00% | -13.41% | +50.00% | 0.00% | 0.00% | 24:52 | 23:26 | 23:26 | 26:17 | 26:17 | 26:17 | 02:51 | 02:06 |
 | Mekansm | 2 | 4.65% | 7.0 | 50.00% | -13.41% | +50.00% | 0.00% | 0.00% | 21:38 | 19:09 | 19:09 | 24:06 | 24:06 | 24:06 | 04:57 | 03:40 |
 | Scythe of Vyse | 3 | 6.98% | 4.7 | 0.00% | -67.50% | 0.00% | 0.00% | 0.00% | 41:57 | 35:38 | 35:38 | 41:58 | 48:15 | 48:15 | 12:37 | 09:20 |
 | Aghanim's Scepter | 1 | 2.33% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |