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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 | |
 | Pipe of Insight | 10 | 17.54% | 100.0 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 23:39 | 14:53 | 21:18 | 23:38 | 26:52 | 31:27 | 05:34 | 04:07 |
 | Hood of Defiance | 18 | 31.58% | 98.0 | 77.78% | +31.63% | +22.22% | -2.78% | -3.62% | 13:18 | 05:32 | 09:11 | 12:32 | 16:05 | 26:37 | 06:54 | 05:06 |
 | Solar Crest | 11 | 19.30% | 95.9 | 81.82% | +31.82% | +18.18% | -48.49% | -6.40% | 26:03 | 16:13 | 20:03 | 26:20 | 30:28 | 36:28 | 10:25 | 07:42 |
 | Ring of Health | 21 | 36.84% | 93.9 | 71.43% | +24.21% | +28.57% | -11.43% | -3.71% | 16:32 | 03:07 | 08:09 | 13:04 | 18:56 | 50:37 | 10:47 | 07:59 |
 | Headdress | 23 | 40.35% | 91.8 | 69.57% | +22.51% | -19.57% | +30.43% | 4.52% | 15:17 | 06:31 | 09:22 | 13:02 | 20:25 | 29:49 | 11:03 | 08:11 |
 | Magic Wand | 34 | 59.65% | 89.8 | 61.76% | +13.93% | +4.91% | +13.24% | 1.40% | 08:25 | 01:48 | 04:55 | 06:53 | 10:51 | 25:29 | 05:56 | 04:23 |
 | Crown | 12 | 21.05% | 87.8 | 75.00% | +23.89% | +25.00% | -75.00% | -7.05% | 24:57 | 11:59 | 16:48 | 25:59 | 30:59 | 36:28 | 14:11 | 10:30 |
 | Magic Stick | 46 | 80.70% | 85.7 | 58.70% | +13.25% | +7.97% | -4.15% | -3.43% | 02:52 | -01:29 | 01:00 | 02:07 | 04:32 | 13:21 | 03:32 | 02:37 |
 | Blink Dagger | 57 | 100.00% | 83.7 | 56.14% | +56.14% | +1.00% | +1.00% | 0.00% | 17:17 | 09:03 | 13:30 | 17:14 | 20:51 | 30:16 | 07:21 | 05:26 |
 | Boots of Speed | 57 | 100.00% | 81.6 | 56.14% | +56.14% | -13.28% | +1.00% | 9.85% | 03:59 | -01:29 | 03:08 | 03:41 | 04:35 | 08:58 | 01:27 | 01:04 |
 | Wind Lace | 16 | 28.07% | 79.6 | 68.75% | +17.53% | -18.75% | -18.75% | 0.00% | 18:21 | 00:45 | 08:52 | 16:48 | 25:59 | 36:28 | 17:07 | 12:40 |
 | Quelling Blade | 49 | 85.96% | 77.6 | 55.10% | -7.40% | -13.43% | -5.10% | 0.00% | -01:14 | -01:30 | -01:29 | -01:29 | -01:29 | 06:21 | 00:00 | 00:00 |
 | Bottle | 11 | 19.30% | 75.5 | 72.73% | +20.56% | -6.06% | -6.06% | 0.00% | 01:51 | 01:00 | 01:16 | 01:34 | 01:39 | 05:14 | 00:23 | 00:17 |
 | Medallion of Courage | 13 | 22.81% | 73.5 | 69.23% | +16.96% | +30.77% | -35.90% | -5.64% | 23:50 | 11:24 | 16:48 | 24:22 | 28:37 | 36:27 | 11:49 | 08:45 |
 | Blight Stone | 13 | 22.81% | 71.4 | 69.23% | +16.96% | +30.77% | -35.90% | -5.64% | 23:40 | 10:50 | 16:48 | 24:22 | 28:37 | 36:27 | 11:49 | 08:45 |
 | Arcane Boots | 39 | 68.42% | 69.4 | 53.85% | -7.26% | -3.85% | -13.85% | -5.71% | 07:45 | 03:59 | 05:43 | 06:38 | 07:28 | 35:25 | 01:45 | 01:17 |
 | Bracer | 26 | 45.61% | 67.3 | 57.69% | +2.85% | -43.40% | +8.98% | 52.38% | 01:36 | -01:29 | 01:22 | 02:02 | 02:22 | 04:53 | 01:00 | 00:44 |
 | Black King Bar | 16 | 28.07% | 65.3 | 62.50% | +8.84% | -12.50% | +12.50% | 4.72% | 23:26 | 16:55 | 19:15 | 20:25 | 24:33 | 37:14 | 05:18 | 03:55 |
 | Chainmail | 21 | 36.84% | 63.3 | 57.14% | +1.58% | +2.86% | +2.86% | 0.00% | 14:29 | 06:58 | 07:57 | 11:50 | 17:26 | 33:00 | 09:29 | 07:01 |
 | Power Treads | 15 | 26.32% | 61.2 | 60.00% | +5.24% | -10.00% | -35.00% | -12.71% | 06:52 | 05:05 | 05:46 | 06:32 | 07:44 | 09:22 | 01:58 | 01:27 |
 | Ring of Protection | 30 | 52.63% | 59.2 | 50.00% | -12.96% | -12.50% | +7.14% | 0.88% | 12:35 | -01:29 | -01:20 | 13:35 | 23:43 | 28:29 | 25:03 | 18:33 |
 | Aether Lens | 7 | 12.28% | 57.1 | 71.43% | +17.43% | +28.57% | -21.43% | 0.00% | 34:09 | 25:20 | 28:45 | 35:21 | 35:35 | 41:58 | 06:50 | 05:03 |
 | Void Stone | 10 | 17.54% | 55.1 | 60.00% | +4.68% | +6.67% | -10.00% | 0.00% | 31:14 | 13:23 | 28:31 | 32:08 | 35:26 | 41:37 | 06:55 | 05:07 |
 | Buckler | 21 | 36.84% | 53.1 | 47.62% | -13.49% | -7.62% | -27.62% | -2.44% | 23:20 | 12:32 | 18:00 | 23:31 | 26:11 | 46:15 | 08:11 | 06:03 |
 | Echo Sabre | 13 | 22.81% | 51.0 | 53.85% | -2.97% | -20.52% | +12.82% | 11.43% | 12:56 | 10:23 | 10:58 | 12:14 | 13:53 | 19:22 | 02:55 | 02:09 |
 | Guardian Greaves | 8 | 14.04% | 49.0 | 62.50% | +7.40% | +37.50% | -12.50% | 0.00% | 25:03 | 19:54 | 22:31 | 24:29 | 27:02 | 28:52 | 04:31 | 03:20 |
 | Assault Cuirass | 6 | 10.53% | 46.9 | 66.67% | +11.77% | +33.33% | -66.67% | 0.00% | 26:44 | 25:38 | 26:32 | 26:42 | 27:11 | 27:19 | 00:39 | 00:28 |
 | Mekansm | 13 | 22.81% | 44.9 | 46.15% | -12.94% | +20.52% | -12.82% | -6.92% | 13:29 | 09:17 | 09:52 | 13:15 | 14:41 | 20:51 | 04:49 | 03:34 |
 | Soul Ring | 12 | 21.05% | 42.9 | 41.67% | -18.33% | -41.67% | +25.00% | 19.14% | 05:30 | 02:06 | 02:28 | 03:33 | 05:57 | 15:29 | 03:29 | 02:34 |
 | Satanic | 3 | 5.26% | 40.8 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 34:26 | 31:48 | 31:48 | 35:43 | 35:47 | 35:47 | 03:59 | 02:57 |
 | Fluffy Hat | 7 | 12.28% | 38.8 | 42.86% | -15.14% | +7.14% | +57.14% | 0.00% | 24:38 | 18:04 | 18:50 | 24:41 | 26:18 | 32:30 | 07:28 | 05:31 |
 | Aghanim's Shard | 7 | 12.28% | 36.7 | 42.86% | -15.14% | +7.14% | -42.86% | 0.00% | 28:08 | 23:21 | 24:07 | 29:06 | 30:37 | 32:31 | 06:30 | 04:48 |
 | Force Staff | 7 | 12.28% | 34.7 | 42.86% | -15.14% | -42.86% | +57.14% | 0.00% | 25:49 | 18:05 | 20:49 | 26:20 | 27:05 | 32:30 | 06:16 | 04:38 |
 | Ring of Basilius | 8 | 14.04% | 32.7 | 37.50% | -21.68% | +12.50% | +12.50% | 0.00% | 21:54 | 03:28 | 09:33 | 20:53 | 23:43 | 46:16 | 14:10 | 10:29 |
 | Morbid Mask | 9 | 15.79% | 30.6 | 33.33% | -27.09% | +16.67% | +16.67% | 0.00% | 31:01 | 23:43 | 27:13 | 29:27 | 30:20 | 46:16 | 03:07 | 02:18 |
 | Lotus Orb | 1 | 1.75% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Sange | 1 | 1.75% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.75% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.75% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Shadow Blade | 5 | 8.77% | 20.4 | 40.00% | -17.69% | -40.00% | -40.00% | 0.00% | 30:17 | 19:04 | 19:04 | 29:06 | 33:48 | 42:44 | 14:44 | 10:54 |
 | Tranquil Boots | 2 | 3.51% | 18.4 | 50.00% | -6.36% | -50.00% | 0.00% | 0.00% | 06:42 | 03:14 | 03:14 | 10:10 | 10:10 | 10:10 | 06:56 | 05:08 |
 | Daedalus | 2 | 3.51% | 16.3 | 50.00% | -6.36% | +50.00% | 0.00% | 0.00% | 40:11 | 37:25 | 37:25 | 42:56 | 42:56 | 42:56 | 05:31 | 04:05 |
 | Crystalys | 4 | 7.02% | 14.3 | 25.00% | -33.49% | -25.00% | -25.00% | 0.00% | 30:16 | 21:37 | 21:37 | 27:37 | 31:07 | 40:42 | 09:30 | 07:02 |
 | Vladmir's Offering | 5 | 8.77% | 12.2 | 20.00% | -39.62% | -20.00% | -20.00% | 0.00% | 31:58 | 23:43 | 23:43 | 30:03 | 31:11 | 46:17 | 07:28 | 05:31 |
 | Ghost Scepter | 1 | 1.75% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 29:20 | 00:00 | 00:00 |
 | Silver Edge | 1 | 1.75% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 3.51% | 6.1 | 0.00% | -58.18% | 0.00% | 0.00% | 0.00% | 47:36 | 43:56 | 43:56 | 51:16 | 51:16 | 51:16 | 07:20 | 05:25 |
 | Glimmer Cape | 1 | 1.75% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.75% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 17:41 | 00:00 | 00:00 |