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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 | |
 | Wind Lace | 8 | 17.39% | 100.0 | 87.50% | +40.13% | +12.50% | +12.50% | 0.00% | 06:26 | 03:39 | 03:40 | 07:21 | 07:47 | 08:42 | 04:07 | 03:02 |
 | Aghanim's Scepter | 34 | 73.91% | 96.7 | 58.82% | +17.15% | -14.38% | -21.32% | -1.96% | 26:49 | 15:59 | 24:40 | 26:47 | 28:12 | 37:32 | 03:32 | 02:37 |
 | Aether Lens | 26 | 56.52% | 93.3 | 61.54% | +16.54% | -4.40% | -28.21% | -2.76% | 27:48 | 08:23 | 23:01 | 25:59 | 31:39 | 60:38 | 08:38 | 06:23 |
 | Void Stone | 30 | 65.22% | 90.0 | 60.00% | +16.25% | -10.00% | -31.43% | -2.34% | 27:41 | 07:42 | 22:28 | 26:45 | 31:38 | 46:39 | 09:10 | 06:47 |
 | Sange | 13 | 28.26% | 86.7 | 69.23% | +20.75% | +30.77% | -35.90% | 0.00% | 19:35 | 13:09 | 17:59 | 19:45 | 20:49 | 26:39 | 02:50 | 02:05 |
 | Ring of Basilius | 13 | 28.26% | 83.3 | 69.23% | +20.75% | -35.90% | -2.56% | 0.00% | 09:37 | -01:29 | 03:43 | 07:30 | 12:57 | 22:16 | 09:14 | 06:50 |
 | Kaya and Sange | 13 | 28.26% | 80.0 | 69.23% | +20.75% | +30.77% | -35.90% | 0.00% | 19:52 | 13:33 | 17:59 | 20:26 | 20:58 | 26:39 | 02:59 | 02:12 |
 | Arcane Boots | 46 | 100.00% | 76.7 | 54.35% | +54.35% | +3.98% | +9.29% | 1.33% | 09:11 | 05:19 | 07:08 | 08:58 | 11:08 | 16:16 | 04:00 | 02:57 |
 | Boots of Speed | 46 | 100.00% | 73.3 | 54.35% | +54.35% | +3.98% | +9.29% | 2.14% | 04:11 | -01:29 | 03:08 | 04:29 | 05:37 | 12:21 | 02:29 | 01:50 |
 | Aghanim's Shard | 44 | 95.65% | 70.0 | 54.55% | +4.55% | -9.10% | 0.00% | 5.69% | 17:07 | 15:00 | 15:25 | 16:26 | 17:01 | 28:15 | 01:36 | 01:11 |
 | Force Staff | 6 | 13.04% | 66.7 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 22:43 | 17:40 | 18:45 | 21:46 | 24:58 | 30:52 | 06:13 | 04:36 |
 | Magic Stick | 28 | 60.87% | 63.3 | 57.14% | +7.14% | 0.00% | -28.57% | -8.97% | 03:02 | -01:29 | -01:29 | 02:05 | 04:40 | 17:55 | 06:09 | 04:33 |
 | Magic Wand | 24 | 52.17% | 60.0 | 58.33% | +8.33% | +8.34% | -8.33% | -2.19% | 08:33 | -00:50 | 03:40 | 06:26 | 11:17 | 22:08 | 07:37 | 05:38 |
 | Octarine Core | 12 | 26.09% | 56.7 | 66.67% | +16.67% | -33.34% | -33.34% | 0.00% | 40:47 | 24:03 | 32:18 | 34:21 | 41:07 | 1:14:56 | 08:49 | 06:31 |
 | Kaya | 21 | 45.65% | 53.3 | 57.14% | +5.14% | -17.14% | +2.86% | 7.19% | 19:40 | 09:32 | 11:44 | 12:52 | 14:31 | 56:58 | 02:47 | 02:03 |
 | Null Talisman | 20 | 43.48% | 50.0 | 55.00% | +1.15% | +25.00% | +25.00% | 0.00% | 04:00 | -00:32 | 02:42 | 03:08 | 04:14 | 10:17 | 01:32 | 01:08 |
 | Bottle | 18 | 39.13% | 46.7 | 55.56% | +1.99% | -15.56% | +19.44% | 35.00% | 01:17 | 00:53 | 01:05 | 01:15 | 01:28 | 01:39 | 00:23 | 00:17 |
 | Fluffy Hat | 9 | 19.57% | 43.3 | 66.67% | +15.32% | -16.67% | +33.33% | 0.00% | 18:34 | 10:00 | 11:29 | 14:40 | 24:58 | 32:43 | 13:29 | 09:59 |
 | Refresher Orb | 13 | 28.26% | 40.0 | 53.85% | -0.70% | -20.52% | +12.82% | 0.00% | 41:49 | 34:05 | 38:37 | 41:25 | 44:35 | 50:07 | 05:58 | 04:25 |
 | Ring of Health | 13 | 28.26% | 36.7 | 53.85% | -0.70% | -20.52% | +12.82% | 0.00% | 40:04 | 32:21 | 34:04 | 41:16 | 43:19 | 49:50 | 09:15 | 06:51 |
 | Veil of Discord | 4 | 8.70% | 33.3 | 75.00% | +22.62% | +25.00% | -75.00% | 0.00% | 19:34 | 16:40 | 16:40 | 18:16 | 21:02 | 22:16 | 04:22 | 03:14 |
 | Crown | 4 | 8.70% | 30.0 | 75.00% | +22.62% | +25.00% | -75.00% | 0.00% | 18:36 | 14:43 | 14:43 | 16:41 | 20:44 | 22:16 | 06:01 | 04:27 |
 | Blink Dagger | 10 | 21.74% | 26.7 | 50.00% | -5.56% | -16.67% | 0.00% | 0.00% | 35:15 | 14:39 | 28:29 | 32:32 | 46:57 | 52:55 | 18:28 | 13:40 |
 | Ghost Scepter | 8 | 17.39% | 23.3 | 37.50% | -20.39% | +12.50% | +62.50% | 0.00% | 28:22 | 23:19 | 24:14 | 27:23 | 32:13 | 33:30 | 07:59 | 05:54 |
 | Black King Bar | 1 | 2.17% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 34:23 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 2.17% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:55 | 43:55 | 43:55 | 43:55 | 43:55 | 43:55 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 2.17% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 59:01 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 4.35% | 10.0 | 50.00% | -4.55% | -50.00% | 0.00% | 0.00% | 38:52 | 26:42 | 26:42 | 51:02 | 51:02 | 51:02 | 24:20 | 18:01 |
 | Scythe of Vyse | 2 | 4.35% | 6.7 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 52:11 | 40:47 | 40:47 | 1:03:34 | 1:03:34 | 1:03:34 | 22:47 | 16:52 |
 | Aeon Disk | 1 | 2.17% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |