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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 | |
 | Blink Dagger | 51 | 85.00% | 100.0 | 39.22% | +39.22% | +6.93% | -8.45% | -1.96% | 21:59 | 13:09 | 17:58 | 19:52 | 25:50 | 38:30 | 07:52 | 05:49 |
 | Void Stone | 22 | 36.67% | 97.4 | 45.45% | +19.13% | -12.12% | -5.45% | 1.30% | 26:58 | 20:47 | 23:56 | 26:01 | 29:03 | 44:27 | 05:07 | 03:47 |
 | Magic Wand | 43 | 71.67% | 94.7 | 37.21% | +13.68% | -0.85% | +35.52% | 6.31% | 08:50 | -01:29 | 04:13 | 08:42 | 09:59 | 26:34 | 05:46 | 04:16 |
 | Magic Stick | 55 | 91.67% | 92.1 | 34.55% | +14.55% | +8.31% | +15.45% | 1.51% | 02:43 | -01:29 | -01:29 | 00:44 | 06:12 | 24:33 | 07:41 | 05:41 |
 | Boots of Speed | 59 | 98.33% | 89.5 | 33.90% | +33.90% | +6.10% | -7.23% | -3.79% | 05:41 | -01:29 | 03:55 | 05:24 | 07:26 | 12:06 | 03:31 | 02:36 |
 | Black King Bar | 15 | 25.00% | 86.8 | 46.67% | +17.78% | -46.67% | +28.33% | 5.65% | 26:24 | 17:56 | 19:05 | 22:28 | 32:22 | 39:11 | 13:17 | 09:50 |
 | Tranquil Boots | 22 | 36.67% | 84.2 | 40.91% | +11.96% | -24.24% | -20.91% | 0.62% | 10:54 | 03:22 | 07:38 | 08:47 | 13:01 | 38:57 | 05:23 | 03:59 |
 | Aether Lens | 19 | 31.67% | 81.6 | 42.11% | +12.84% | -2.11% | +17.89% | 4.00% | 27:18 | 20:54 | 24:13 | 27:25 | 29:13 | 35:17 | 05:00 | 03:42 |
 | Helm of Iron Will | 2 | 3.33% | 78.9 | 100.00% | +68.97% | 0.00% | 0.00% | 0.00% | 43:17 | 35:14 | 35:14 | 51:20 | 51:20 | 51:20 | 16:06 | 11:55 |
 | Eul's Scepter of Divinity | 2 | 3.33% | 76.3 | 100.00% | +68.97% | 0.00% | 0.00% | 0.00% | 31:21 | 29:11 | 29:11 | 33:31 | 33:31 | 33:31 | 04:20 | 03:12 |
 | Wind Lace | 31 | 51.67% | 73.7 | 35.48% | +4.45% | +2.02% | +2.02% | 0.00% | 07:06 | -01:29 | -01:20 | 05:54 | 08:14 | 37:16 | 09:34 | 07:05 |
 | Bracer | 8 | 13.33% | 71.1 | 50.00% | +19.23% | -50.00% | +50.00% | 86.96% | 05:16 | 01:35 | 01:45 | 02:17 | 02:54 | 21:18 | 01:09 | 00:51 |
 | Arcane Boots | 10 | 16.67% | 68.4 | 40.00% | +8.00% | -6.67% | -40.00% | -4.74% | 18:03 | 08:52 | 14:27 | 17:41 | 21:29 | 23:56 | 07:02 | 05:12 |
 | Abyssal Blade | 3 | 5.00% | 65.8 | 66.67% | +35.09% | -66.67% | 0.00% | 0.00% | 52:42 | 48:27 | 48:27 | 50:42 | 58:57 | 58:57 | 10:30 | 07:46 |
 | Vanguard | 3 | 5.00% | 63.2 | 66.67% | +35.09% | -66.67% | 0.00% | 0.00% | 52:10 | 48:25 | 48:25 | 50:22 | 57:44 | 57:44 | 09:19 | 06:54 |
 | Aghanim's Shard | 7 | 11.67% | 60.5 | 42.86% | +10.78% | +57.14% | +7.14% | 0.00% | 35:25 | 23:54 | 26:01 | 33:37 | 34:21 | 51:23 | 08:20 | 06:10 |
 | Skull Basher | 12 | 20.00% | 57.9 | 33.33% | 0.00% | +33.34% | 0.00% | -4.59% | 35:15 | 23:35 | 31:58 | 33:11 | 39:14 | 41:58 | 07:16 | 05:22 |
 | Quelling Blade | 12 | 20.00% | 55.3 | 33.33% | 0.00% | 0.00% | 0.00% | 0.00% | 03:29 | -01:29 | -01:29 | -01:29 | 09:16 | 21:32 | 10:45 | 07:57 |
 | Ring of Health | 4 | 6.67% | 52.6 | 50.00% | +17.86% | -50.00% | +50.00% | 0.00% | 50:15 | 44:27 | 44:27 | 48:25 | 50:22 | 57:44 | 05:55 | 04:22 |
 | Fluffy Hat | 9 | 15.00% | 50.0 | 33.33% | 0.00% | +16.67% | +16.67% | 0.00% | 14:31 | 04:08 | 09:32 | 14:10 | 19:02 | 25:39 | 09:30 | 07:02 |
 | Soul Ring | 9 | 15.00% | 47.4 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 06:45 | 04:45 | 04:56 | 06:13 | 07:43 | 09:46 | 02:47 | 02:03 |
 | Nullifier | 1 | 1.67% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 54:59 | 00:00 | 00:00 |
 | Satanic | 1 | 1.67% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 36:43 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.67% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 18:41 | 00:00 | 00:00 |
 | Ring of Protection | 12 | 20.00% | 36.8 | 25.00% | -10.42% | +8.33% | -25.00% | -6.87% | 07:23 | -01:29 | 04:05 | 05:20 | 08:56 | 25:59 | 04:51 | 03:35 |
 | Phase Boots | 16 | 26.67% | 34.2 | 18.75% | -19.89% | -18.75% | -18.75% | 0.00% | 14:46 | 08:39 | 09:47 | 10:40 | 20:47 | 26:30 | 11:00 | 08:08 |
 | Chainmail | 16 | 26.67% | 31.6 | 18.75% | -19.89% | -18.75% | -18.75% | 0.00% | 13:05 | 06:46 | 08:22 | 10:08 | 13:08 | 26:30 | 04:46 | 03:31 |
 | Morbid Mask | 2 | 3.33% | 28.9 | 50.00% | +17.24% | -50.00% | 0.00% | 0.00% | 25:47 | 15:55 | 15:55 | 35:39 | 35:39 | 35:39 | 19:44 | 14:37 |
 | Linken's Sphere | 1 | 1.67% | 26.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.67% | 23.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 00:00 | 00:00 |
 | Orb of Venom | 8 | 13.33% | 21.1 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | -00:46 | -01:29 | -01:29 | -01:29 | -01:24 | 01:55 | 00:05 | 00:03 |
 | Medallion of Courage | 1 | 1.67% | 18.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 00:00 | 00:00 |
 | Buckler | 2 | 3.33% | 15.8 | 0.00% | -34.48% | 0.00% | 0.00% | 0.00% | 20:28 | 13:16 | 13:16 | 27:40 | 27:40 | 27:40 | 14:24 | 10:40 |
 | Vladmir's Offering | 1 | 1.67% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 00:00 | 00:00 |
 | Power Treads | 1 | 1.67% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:24 | 08:24 | 08:24 | 08:24 | 08:24 | 08:24 | 00:00 | 00:00 |
 | Blight Stone | 2 | 3.33% | 7.9 | 0.00% | -34.48% | 0.00% | 0.00% | 0.00% | 05:29 | 04:08 | 04:08 | 06:50 | 06:50 | 06:50 | 02:42 | 02:00 |
 | Ghost Scepter | 1 | 1.67% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 32:15 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 1.67% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |