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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 | |
 | Ring of Health | 25 | 37.88% | 100.0 | 76.00% | +58.93% | +7.33% | -9.33% | -1.80% | 34:04 | 23:22 | 27:11 | 33:01 | 36:26 | 55:34 | 09:15 | 06:51 |
 | Abyssal Blade | 16 | 24.24% | 98.2 | 81.25% | +55.25% | -6.25% | -31.25% | -3.42% | 38:39 | 31:12 | 32:47 | 37:28 | 40:05 | 55:44 | 07:18 | 05:24 |
 | Vanguard | 16 | 24.24% | 96.5 | 81.25% | +55.25% | -6.25% | -31.25% | -3.46% | 38:10 | 31:04 | 32:34 | 36:09 | 39:47 | 55:34 | 07:13 | 05:20 |
 | Swift Blink | 11 | 16.67% | 94.7 | 81.82% | +50.91% | +18.18% | -15.15% | -3.66% | 42:58 | 29:28 | 37:59 | 45:19 | 47:05 | 56:50 | 09:06 | 06:44 |
 | Blink Dagger | 20 | 30.30% | 93.0 | 70.00% | +43.91% | +10.00% | -30.00% | -5.78% | 33:33 | 25:19 | 29:36 | 31:44 | 36:31 | 47:57 | 06:55 | 05:07 |
 | Void Stone | 16 | 24.24% | 91.2 | 62.50% | +30.50% | +12.50% | -12.50% | -1.95% | 32:57 | 23:23 | 25:06 | 31:30 | 37:57 | 45:00 | 12:51 | 09:31 |
 | Wraith Band | 23 | 34.85% | 89.5 | 56.52% | +26.29% | +26.81% | -6.52% | -23.81% | 02:44 | 00:38 | 01:30 | 02:11 | 02:54 | 15:04 | 01:24 | 01:02 |
 | Skull Basher | 44 | 66.67% | 87.7 | 50.00% | +31.82% | +22.73% | -13.64% | -3.96% | 30:11 | 20:17 | 24:30 | 29:39 | 33:41 | 43:44 | 09:11 | 06:48 |
 | Black King Bar | 59 | 89.39% | 86.0 | 44.07% | +44.07% | +22.60% | -4.07% | -11.04% | 19:45 | 16:18 | 18:12 | 19:30 | 20:37 | 27:02 | 02:25 | 01:47 |
 | Linken's Sphere | 11 | 16.67% | 84.2 | 63.64% | +29.09% | +36.36% | +3.03% | -6.76% | 30:55 | 23:41 | 26:51 | 28:36 | 31:47 | 41:53 | 04:56 | 03:39 |
 | Boots of Travel 2 | 3 | 4.55% | 82.5 | 100.00% | +63.49% | 0.00% | 0.00% | 0.00% | 51:37 | 43:27 | 43:27 | 55:40 | 55:44 | 55:44 | 12:17 | 09:05 |
 | Mjollnir | 26 | 39.39% | 80.7 | 50.00% | +17.50% | -7.14% | +16.67% | 3.89% | 30:31 | 20:48 | 26:55 | 30:18 | 33:02 | 46:03 | 06:07 | 04:31 |
 | Refresher Orb | 7 | 10.61% | 78.9 | 71.43% | +35.84% | +28.57% | +28.57% | 0.00% | 44:05 | 36:37 | 36:46 | 45:06 | 45:22 | 50:19 | 08:36 | 06:22 |
 | Magic Stick | 49 | 74.24% | 77.2 | 42.86% | +13.45% | -17.86% | +15.47% | 33.33% | 02:35 | -01:30 | -01:29 | -01:29 | 02:09 | 50:54 | 03:38 | 02:41 |
 | Phase Boots | 64 | 96.97% | 75.4 | 40.63% | +40.63% | -9.38% | -21.88% | -8.43% | 06:18 | 04:05 | 05:24 | 05:57 | 06:53 | 14:29 | 01:29 | 01:05 |
 | Javelin | 65 | 98.48% | 73.7 | 40.00% | +40.00% | -2.50% | -15.00% | -7.43% | 08:34 | 05:11 | 07:45 | 08:19 | 09:26 | 12:30 | 01:41 | 01:14 |
 | Maelstrom | 65 | 98.48% | 71.9 | 40.00% | +40.00% | +3.75% | -8.75% | -7.73% | 12:36 | 08:55 | 11:47 | 12:30 | 13:24 | 15:34 | 01:37 | 01:11 |
 | Chainmail | 65 | 98.48% | 70.2 | 40.00% | +40.00% | -2.50% | -8.75% | -3.79% | 05:13 | 02:00 | 04:14 | 04:59 | 05:53 | 13:54 | 01:39 | 01:13 |
 | Boots of Speed | 66 | 100.00% | 68.4 | 39.39% | +39.39% | -4.10% | -14.39% | -6.36% | 03:04 | 00:59 | 02:08 | 02:50 | 03:45 | 05:47 | 01:37 | 01:11 |
 | Quelling Blade | 60 | 90.91% | 66.7 | 40.00% | +6.67% | -20.00% | +13.33% | 0.00% | -01:15 | -01:30 | -01:29 | -01:29 | -01:29 | 05:38 | 00:00 | 00:00 |
 | Manta Style | 20 | 30.30% | 64.9 | 50.00% | +15.22% | -10.00% | +10.00% | 4.40% | 26:52 | 17:52 | 24:09 | 25:30 | 28:42 | 38:09 | 04:33 | 03:22 |
 | Magic Wand | 43 | 65.15% | 63.2 | 41.86% | +7.08% | +3.59% | +3.59% | 0.00% | 08:55 | -01:29 | 03:14 | 06:49 | 12:37 | 50:55 | 09:23 | 06:57 |
 | Crown | 13 | 19.70% | 61.4 | 53.85% | +18.00% | +46.15% | -20.52% | -8.87% | 24:26 | 14:45 | 19:26 | 23:15 | 26:57 | 36:23 | 07:31 | 05:34 |
 | Rod of Atos | 13 | 19.70% | 59.6 | 53.85% | +18.00% | +46.15% | -20.52% | -10.44% | 26:13 | 17:52 | 21:02 | 25:59 | 27:25 | 39:19 | 06:23 | 04:43 |
 | Gleipnir | 13 | 19.70% | 57.9 | 53.85% | +18.00% | +46.15% | -20.52% | -10.39% | 27:07 | 19:15 | 22:06 | 27:16 | 28:31 | 39:19 | 06:25 | 04:45 |
 | Yasha | 23 | 34.85% | 56.1 | 43.48% | +6.27% | -26.81% | +6.52% | 6.27% | 23:25 | 13:55 | 20:21 | 22:21 | 25:40 | 36:16 | 05:19 | 03:56 |
 | Heaven's Halberd | 2 | 3.03% | 54.4 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 29:50 | 25:27 | 25:27 | 34:12 | 34:12 | 34:12 | 08:45 | 06:28 |
 | Wind Lace | 10 | 15.15% | 52.6 | 50.00% | +12.50% | -16.67% | -50.00% | -4.82% | 11:21 | 05:32 | 06:36 | 12:00 | 13:31 | 20:48 | 06:55 | 05:07 |
 | Aghanim's Shard | 26 | 39.39% | 50.9 | 30.77% | -14.23% | +12.09% | -30.77% | -5.23% | 32:01 | 19:21 | 28:11 | 31:38 | 36:23 | 47:29 | 08:12 | 06:04 |
 | Sange | 3 | 4.55% | 49.1 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 25:48 | 23:03 | 23:03 | 23:27 | 30:54 | 30:54 | 07:51 | 05:48 |
 | Butterfly | 3 | 4.55% | 47.4 | 66.67% | +28.57% | -66.67% | 0.00% | 0.00% | 29:27 | 24:09 | 24:09 | 31:23 | 32:49 | 32:49 | 08:40 | 06:25 |
 | Fluffy Hat | 3 | 4.55% | 45.6 | 66.67% | +28.57% | -66.67% | 0.00% | 0.00% | 05:32 | 01:44 | 01:44 | 07:20 | 07:31 | 07:31 | 05:47 | 04:17 |
 | Ring of Basilius | 3 | 4.55% | 43.9 | 66.67% | +28.57% | +33.33% | 0.00% | 0.00% | 10:09 | 02:28 | 02:28 | 05:19 | 22:40 | 22:40 | 20:12 | 14:57 |
 | Falcon Blade | 3 | 4.55% | 42.1 | 66.67% | +28.57% | -66.67% | 0.00% | 0.00% | 06:44 | 04:31 | 04:31 | 07:43 | 07:58 | 07:58 | 03:27 | 02:33 |
 | Eye of Skadi | 7 | 10.61% | 40.4 | 42.86% | +3.88% | +7.14% | -42.86% | -3.69% | 33:16 | 24:44 | 25:13 | 34:50 | 38:45 | 43:00 | 13:32 | 10:01 |
 | Silver Edge | 1 | 1.52% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.52% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:11 | 53:11 | 53:11 | 53:11 | 53:11 | 53:11 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.52% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 27:30 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 1.52% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 24:32 | 00:00 | 00:00 |
 | Satanic | 2 | 3.03% | 31.6 | 50.00% | +10.94% | +50.00% | 0.00% | 0.00% | 35:09 | 30:14 | 30:14 | 40:04 | 40:04 | 40:04 | 09:50 | 07:17 |
 | Orb of Venom | 2 | 3.03% | 29.8 | 50.00% | +10.94% | +50.00% | 0.00% | 0.00% | 02:59 | 00:57 | 00:57 | 05:00 | 05:00 | 05:00 | 04:03 | 03:00 |
 | Assault Cuirass | 3 | 4.55% | 28.1 | 33.33% | -6.35% | +66.67% | 0.00% | 0.00% | 33:01 | 29:19 | 29:19 | 31:44 | 38:00 | 38:00 | 08:41 | 06:25 |
 | Buckler | 4 | 6.06% | 26.3 | 25.00% | -15.32% | -25.00% | -25.00% | 0.00% | 27:21 | 13:24 | 13:24 | 26:37 | 31:23 | 37:59 | 17:59 | 13:19 |
 | Ring of Protection | 4 | 6.06% | 24.6 | 25.00% | -15.32% | -25.00% | -25.00% | 0.00% | 27:12 | 12:50 | 12:50 | 26:37 | 31:23 | 37:59 | 18:33 | 13:44 |
 | Morbid Mask | 4 | 6.06% | 22.8 | 25.00% | -15.32% | -25.00% | -25.00% | 0.00% | 34:32 | 27:06 | 27:06 | 30:03 | 38:14 | 42:43 | 11:08 | 08:14 |
 | Helm of Iron Will | 2 | 3.03% | 21.1 | 0.00% | -40.63% | 0.00% | 0.00% | 0.00% | 32:43 | 32:35 | 32:35 | 32:50 | 32:50 | 32:50 | 00:15 | 00:11 |
 | Wraith Pact | 1 | 1.52% | 19.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.52% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.52% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 16:56 | 00:00 | 00:00 |
 | Nullifier | 2 | 3.03% | 14.0 | 0.00% | -40.63% | 0.00% | 0.00% | 0.00% | 32:59 | 32:51 | 32:51 | 33:07 | 33:07 | 33:07 | 00:16 | 00:11 |
 | Power Treads | 1 | 1.52% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.52% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.52% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:52 | 04:52 | 04:52 | 04:52 | 04:52 | 04:52 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.52% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 00:00 | 00:00 |
 | Headdress | 1 | 1.52% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 09:52 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.52% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 38:06 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.52% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |