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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 | |
 | Linken's Sphere | 4 | 6.56% | 100.0 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 32:02 | 25:26 | 25:26 | 26:04 | 35:59 | 40:37 | 10:33 | 07:48 |
 | Void Stone | 51 | 83.61% | 97.7 | 41.18% | +31.18% | +4.97% | -10.41% | -1.43% | 20:45 | 10:15 | 14:11 | 18:00 | 24:57 | 43:31 | 10:46 | 07:58 |
 | Quelling Blade | 57 | 93.44% | 95.5 | 38.60% | +38.60% | +18.54% | +4.26% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Magic Wand | 54 | 88.52% | 93.2 | 38.89% | +24.60% | -3.18% | +7.26% | 2.10% | 06:52 | -01:29 | 04:10 | 07:37 | 09:08 | 12:50 | 04:58 | 03:40 |
 | Black King Bar | 24 | 39.34% | 90.9 | 45.83% | +16.10% | +4.17% | -29.16% | -3.38% | 29:28 | 19:45 | 24:13 | 31:20 | 34:04 | 36:27 | 09:51 | 07:17 |
 | Sange | 50 | 81.97% | 88.6 | 38.00% | +10.73% | +0.46% | +3.67% | 0.54% | 19:56 | 11:04 | 16:10 | 17:56 | 22:08 | 39:43 | 05:58 | 04:25 |
 | Ring of Health | 57 | 93.44% | 86.4 | 36.84% | +11.84% | -8.27% | -1.13% | 1.15% | 14:16 | 03:18 | 09:31 | 11:12 | 15:44 | 43:31 | 06:13 | 04:36 |
 | Magic Stick | 57 | 93.44% | 84.1 | 36.84% | +11.84% | -1.13% | -1.13% | 0.00% | 03:38 | -01:30 | 00:39 | 02:23 | 07:13 | 12:11 | 06:34 | 04:51 |
 | Arcane Boots | 61 | 100.00% | 81.8 | 36.07% | +36.07% | +3.93% | -9.40% | -5.80% | 07:52 | 05:09 | 06:25 | 07:35 | 08:43 | 11:42 | 02:18 | 01:42 |
 | Boots of Speed | 61 | 100.00% | 79.5 | 36.07% | +36.07% | -9.40% | -9.40% | 0.00% | 04:45 | 01:43 | 03:11 | 04:47 | 05:48 | 10:14 | 02:37 | 01:56 |
 | Ring of Protection | 61 | 100.00% | 77.3 | 36.07% | +36.07% | +3.93% | +3.93% | 0.00% | 02:07 | -01:30 | -01:29 | 02:28 | 04:10 | 10:30 | 05:39 | 04:11 |
 | Soul Ring | 61 | 100.00% | 75.0 | 36.07% | +36.07% | +3.93% | -16.07% | -6.70% | 05:36 | 01:47 | 04:07 | 04:57 | 07:06 | 10:44 | 02:59 | 02:12 |
 | Kaya | 44 | 72.13% | 72.7 | 38.64% | +9.23% | +6.81% | +6.81% | 0.00% | 19:00 | 10:28 | 14:02 | 17:42 | 23:49 | 33:22 | 09:47 | 07:14 |
 | Bracer | 41 | 67.21% | 70.5 | 39.02% | +9.02% | +0.98% | -19.02% | -20.00% | 02:14 | 00:24 | 01:54 | 02:11 | 02:32 | 04:03 | 00:38 | 00:28 |
 | Kaya and Sange | 39 | 63.93% | 68.2 | 38.46% | +6.64% | +11.54% | +11.54% | 0.00% | 21:56 | 13:26 | 17:16 | 20:29 | 24:17 | 39:43 | 07:01 | 05:11 |
 | Hood of Defiance | 38 | 62.30% | 65.9 | 36.84% | +2.06% | +3.16% | -3.51% | -2.88% | 11:16 | 07:31 | 09:31 | 10:46 | 11:50 | 22:33 | 02:19 | 01:42 |
 | Wind Lace | 18 | 29.51% | 63.6 | 44.44% | +11.88% | -4.44% | +5.56% | 2.45% | 14:12 | 08:05 | 12:17 | 13:50 | 16:22 | 23:43 | 04:05 | 03:01 |
 | Eul's Scepter of Divinity | 18 | 29.51% | 61.4 | 44.44% | +11.88% | -4.44% | +5.56% | 3.47% | 16:39 | 14:11 | 15:12 | 15:47 | 18:05 | 23:49 | 02:53 | 02:08 |
 | Lotus Orb | 32 | 52.46% | 59.1 | 37.50% | +3.02% | +12.50% | -12.50% | -3.41% | 22:49 | 13:15 | 18:03 | 22:05 | 25:23 | 34:53 | 07:20 | 05:25 |
 | Aghanim's Shard | 15 | 24.59% | 56.8 | 40.00% | +5.22% | +35.00% | -15.00% | -7.26% | 25:49 | 19:33 | 20:26 | 25:32 | 27:19 | 40:24 | 06:53 | 05:05 |
 | Headdress | 5 | 8.20% | 54.5 | 60.00% | +26.07% | +40.00% | +40.00% | 0.00% | 19:36 | 11:11 | 11:11 | 22:16 | 22:44 | 27:16 | 11:33 | 08:33 |
 | Pipe of Insight | 5 | 8.20% | 52.3 | 60.00% | +26.07% | +40.00% | +40.00% | 0.00% | 21:01 | 14:28 | 14:28 | 22:37 | 23:21 | 27:58 | 08:53 | 06:34 |
 | Fluffy Hat | 3 | 4.92% | 50.0 | 66.67% | +32.19% | +33.33% | 0.00% | 0.00% | 21:49 | 08:02 | 08:02 | 27:45 | 29:41 | 29:41 | 21:39 | 16:02 |
 | Scythe of Vyse | 12 | 19.67% | 47.7 | 33.33% | -3.40% | 0.00% | -33.33% | -4.36% | 34:55 | 25:36 | 30:05 | 35:19 | 37:44 | 47:21 | 07:39 | 05:40 |
 | Blink Dagger | 13 | 21.31% | 45.5 | 30.77% | -6.73% | +2.56% | +2.56% | 0.00% | 30:18 | 14:36 | 18:02 | 30:46 | 37:44 | 49:30 | 19:42 | 14:35 |
 | Heaven's Halberd | 8 | 13.11% | 43.2 | 37.50% | +1.65% | +62.50% | +12.50% | -6.94% | 22:22 | 16:30 | 17:31 | 20:01 | 24:43 | 33:44 | 07:12 | 05:20 |
 | Aghanim's Blessing | 1 | 1.64% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 1.64% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Yasha | 1 | 1.64% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.64% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 1.64% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.64% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 6 | 9.84% | 27.3 | 33.33% | -3.03% | +16.67% | -33.33% | 0.00% | 35:55 | 26:50 | 29:49 | 33:48 | 41:21 | 42:27 | 11:32 | 08:32 |
 | Shiva's Guard | 7 | 11.48% | 25.0 | 28.57% | -8.47% | +21.43% | -28.57% | 0.00% | 32:16 | 26:21 | 26:43 | 30:16 | 33:51 | 45:39 | 07:08 | 05:17 |
 | Ethereal Blade | 2 | 3.28% | 22.7 | 50.00% | +14.41% | +50.00% | 0.00% | 0.00% | 36:52 | 29:33 | 29:33 | 44:10 | 44:10 | 44:10 | 14:37 | 10:49 |
 | Force Staff | 2 | 3.28% | 20.5 | 50.00% | +14.41% | +50.00% | 0.00% | 0.00% | 29:54 | 29:41 | 29:41 | 30:06 | 30:06 | 30:06 | 00:25 | 00:18 |
 | Ghost Scepter | 2 | 3.28% | 18.2 | 50.00% | +14.41% | +50.00% | 0.00% | 0.00% | 32:56 | 26:46 | 26:46 | 39:06 | 39:06 | 39:06 | 12:20 | 09:08 |
 | Vanguard | 4 | 6.56% | 15.9 | 25.00% | -11.84% | -25.00% | -25.00% | 0.00% | 10:57 | 09:08 | 09:08 | 10:00 | 11:45 | 12:54 | 02:37 | 01:56 |
 | Orb of Venom | 3 | 4.92% | 13.6 | 0.00% | -37.93% | 0.00% | 0.00% | 0.00% | 02:34 | 01:22 | 01:22 | 03:06 | 03:13 | 03:13 | 01:51 | 01:22 |
 | Crimson Guard | 2 | 3.28% | 11.4 | 0.00% | -37.29% | 0.00% | 0.00% | 0.00% | 19:39 | 16:48 | 16:48 | 22:30 | 22:30 | 22:30 | 05:42 | 04:13 |
 | Helm of Iron Will | 2 | 3.28% | 9.1 | 0.00% | -37.29% | 0.00% | 0.00% | 0.00% | 18:12 | 14:19 | 14:19 | 22:05 | 22:05 | 22:05 | 07:46 | 05:45 |
 | Orchid Malevolence | 1 | 1.64% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Bottle | 1 | 1.64% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 02:02 | 00:00 | 00:00 |
 | Eternal Shroud | 2 | 3.28% | 2.3 | 0.00% | -37.29% | 0.00% | 0.00% | 0.00% | 32:34 | 24:26 | 24:26 | 40:41 | 40:41 | 40:41 | 16:15 | 12:02 |