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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 | |
 | Bottle | 3 | 10.34% | 100.0 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 02:35 | 01:37 | 01:37 | 01:58 | 04:10 | 04:10 | 02:33 | 01:53 |
 | Magic Stick | 24 | 82.76% | 97.8 | 50.00% | +30.00% | 0.00% | 0.00% | 0.00% | 03:13 | -01:29 | 01:21 | 02:05 | 05:26 | 09:46 | 04:05 | 03:01 |
 | Boots of Speed | 29 | 100.00% | 95.6 | 44.83% | +44.83% | +26.60% | -1.97% | -9.91% | 05:05 | 00:55 | 03:38 | 05:10 | 06:31 | 09:16 | 02:53 | 02:08 |
 | Magic Wand | 27 | 93.10% | 93.3 | 44.44% | -5.56% | -1.58% | -15.87% | -2.65% | 06:40 | -01:29 | 04:05 | 07:13 | 09:28 | 16:01 | 05:23 | 03:59 |
 | Aghanim's Shard | 22 | 75.86% | 91.1 | 45.45% | +2.59% | +21.22% | -25.45% | -7.65% | 20:41 | 15:07 | 17:08 | 18:31 | 23:14 | 31:41 | 06:06 | 04:31 |
 | Chainmail | 22 | 75.86% | 88.9 | 45.45% | +2.59% | +4.55% | -5.45% | -6.12% | 07:51 | 05:20 | 06:58 | 07:13 | 08:36 | 11:40 | 01:38 | 01:12 |
 | Phase Boots | 22 | 75.86% | 86.7 | 45.45% | +2.59% | +37.88% | -5.45% | -26.00% | 08:38 | 07:10 | 07:34 | 08:14 | 09:14 | 12:14 | 01:40 | 01:14 |
 | Blink Dagger | 17 | 58.62% | 84.4 | 47.06% | +5.39% | +27.94% | -22.06% | -7.89% | 26:18 | 19:23 | 21:45 | 25:51 | 28:05 | 35:31 | 06:20 | 04:41 |
 | Quelling Blade | 17 | 58.62% | 82.2 | 47.06% | +5.39% | +27.94% | -22.06% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Ring of Protection | 21 | 72.41% | 80.0 | 42.86% | -7.14% | +17.14% | +17.14% | 0.00% | 03:44 | -01:28 | 01:49 | 03:45 | 05:15 | 09:56 | 03:26 | 02:32 |
 | Soul Ring | 21 | 72.41% | 77.8 | 42.86% | -7.14% | +17.14% | +17.14% | 0.00% | 04:43 | 01:07 | 03:21 | 03:58 | 05:49 | 11:18 | 02:28 | 01:49 |
 | Blight Stone | 16 | 55.17% | 75.6 | 43.75% | -2.40% | +6.25% | -43.75% | -4.16% | 12:05 | 01:33 | 04:33 | 09:13 | 16:35 | 25:37 | 12:02 | 08:54 |
 | Desolator | 14 | 48.28% | 73.3 | 42.86% | -3.81% | +57.14% | -42.86% | -9.98% | 21:33 | 14:31 | 15:56 | 19:52 | 25:57 | 30:03 | 10:01 | 07:25 |
 | Bracer | 11 | 37.93% | 71.1 | 45.45% | +1.01% | -45.45% | +21.22% | 66.67% | 02:10 | 01:25 | 01:41 | 01:54 | 02:19 | 04:21 | 00:38 | 00:28 |
 | Skull Basher | 8 | 27.59% | 68.9 | 50.00% | +7.14% | 0.00% | 0.00% | 0.00% | 34:10 | 20:07 | 29:10 | 33:35 | 36:12 | 50:21 | 07:02 | 05:12 |
 | Black King Bar | 17 | 58.62% | 66.7 | 35.29% | -23.04% | +39.71% | +14.71% | -3.57% | 19:52 | 15:58 | 16:35 | 19:49 | 23:35 | 24:19 | 07:00 | 05:11 |
 | Fluffy Hat | 10 | 34.48% | 64.4 | 40.00% | -7.37% | -6.67% | +10.00% | 1.25% | 10:50 | 03:13 | 04:35 | 08:13 | 17:54 | 19:23 | 13:19 | 09:51 |
 | Holy Locket | 3 | 10.34% | 62.2 | 66.67% | +24.36% | +33.33% | 0.00% | 0.00% | 17:24 | 16:14 | 16:14 | 16:57 | 19:01 | 19:01 | 02:47 | 02:03 |
 | Headdress | 3 | 10.34% | 60.0 | 66.67% | +24.36% | +33.33% | 0.00% | 0.00% | 13:42 | 12:14 | 12:14 | 13:16 | 15:35 | 15:35 | 03:21 | 02:28 |
 | Ring of Health | 3 | 10.34% | 57.8 | 66.67% | +24.36% | +33.33% | 0.00% | 0.00% | 38:05 | 30:22 | 30:22 | 40:54 | 42:58 | 42:58 | 12:36 | 09:20 |
 | Assault Cuirass | 3 | 10.34% | 55.6 | 66.67% | +24.36% | +33.33% | 0.00% | 0.00% | 32:59 | 28:56 | 28:56 | 32:05 | 37:56 | 37:56 | 09:00 | 06:40 |
 | Orb of Venom | 8 | 27.59% | 53.3 | 37.50% | -10.12% | +12.50% | +12.50% | 0.00% | 03:53 | -01:29 | -01:29 | 02:21 | 03:42 | 19:14 | 05:11 | 03:50 |
 | Buckler | 4 | 13.79% | 51.1 | 50.00% | +6.00% | +50.00% | -50.00% | 0.00% | 33:54 | 27:19 | 27:19 | 31:38 | 37:19 | 39:20 | 10:00 | 07:24 |
 | Aghanim's Scepter | 4 | 13.79% | 48.9 | 50.00% | +6.00% | +50.00% | -50.00% | 0.00% | 30:15 | 25:34 | 25:34 | 25:42 | 26:51 | 42:53 | 01:17 | 00:57 |
 | Heaven's Halberd | 1 | 3.45% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 3.45% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 |
 | Sange | 1 | 3.45% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 00:00 | 00:00 |
 | Vanguard | 1 | 3.45% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 42:58 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 3.45% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:05 | 57:05 | 57:05 | 57:05 | 57:05 | 57:05 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.45% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 3.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Orb of Corrosion | 5 | 17.24% | 31.1 | 40.00% | -5.83% | +60.00% | +60.00% | 0.00% | 08:02 | 03:42 | 03:42 | 05:15 | 08:13 | 19:14 | 04:31 | 03:20 |
 | Arcane Boots | 6 | 20.69% | 28.9 | 33.33% | -14.50% | -33.33% | -33.33% | 0.00% | 12:10 | 10:17 | 10:50 | 11:29 | 13:22 | 14:21 | 02:32 | 01:52 |
 | Wind Lace | 2 | 6.90% | 26.7 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 15:00 | 07:54 | 07:54 | 22:05 | 22:05 | 22:05 | 14:11 | 10:30 |
 | Void Stone | 4 | 13.79% | 24.4 | 25.00% | -23.00% | +75.00% | -25.00% | 0.00% | 37:07 | 30:22 | 30:22 | 30:28 | 40:54 | 46:44 | 10:32 | 07:48 |
 | Satanic | 1 | 3.45% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 35:54 | 00:00 | 00:00 |
 | Overwhelming Blink | 2 | 6.90% | 20.0 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 39:41 | 37:56 | 37:56 | 41:25 | 41:25 | 41:25 | 03:29 | 02:34 |
 | Echo Sabre | 5 | 17.24% | 17.8 | 0.00% | -54.17% | 0.00% | 0.00% | 0.00% | 13:31 | 11:12 | 11:12 | 13:23 | 13:50 | 16:32 | 02:38 | 01:57 |
 | Nullifier | 1 | 3.45% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 3.45% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.45% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Force Staff | 2 | 6.90% | 8.9 | 0.00% | -48.15% | 0.00% | 0.00% | 0.00% | 22:51 | 22:13 | 22:13 | 23:29 | 23:29 | 23:29 | 01:16 | 00:56 |
 | Refresher Orb | 1 | 3.45% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.45% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.45% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |