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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 | |
 | Black King Bar | 70 | 50.36% | 100.0 | 60.00% | +25.22% | +12.22% | -18.82% | -3.99% | 27:48 | 15:50 | 23:45 | 27:24 | 31:32 | 38:36 | 07:47 | 05:45 |
 | Ring of Protection | 94 | 67.63% | 98.1 | 54.26% | +20.93% | -0.09% | +2.26% | 0.41% | 04:31 | -01:29 | -01:29 | 03:25 | 07:13 | 32:15 | 08:42 | 06:26 |
 | Soul Ring | 82 | 58.99% | 96.3 | 54.88% | +18.04% | -2.50% | +5.12% | 1.73% | 07:31 | 01:20 | 04:45 | 06:37 | 09:10 | 20:56 | 04:25 | 03:16 |
 | Aghanim's Shard | 71 | 51.08% | 94.4 | 54.93% | +15.22% | +17.29% | -10.49% | -6.49% | 22:55 | 18:11 | 20:19 | 21:33 | 24:36 | 38:48 | 04:17 | 03:10 |
 | Quelling Blade | 118 | 84.89% | 92.6 | 50.85% | +22.28% | -0.85% | -9.47% | 0.00% | -01:14 | -01:30 | -01:29 | -01:29 | -01:29 | 09:30 | 00:00 | 00:00 |
 | Chainmail | 120 | 86.33% | 90.7 | 50.00% | +18.42% | -6.67% | -10.00% | -0.95% | 07:25 | 02:15 | 04:53 | 06:32 | 08:23 | 30:23 | 03:30 | 02:35 |
 | Blink Dagger | 130 | 93.53% | 88.9 | 49.23% | +27.01% | -0.75% | -8.60% | -2.18% | 15:47 | 09:26 | 13:29 | 15:00 | 17:05 | 33:59 | 03:36 | 02:40 |
 | Boots of Speed | 139 | 100.00% | 87.0 | 47.48% | +47.48% | +23.95% | -13.19% | -11.98% | 05:02 | -01:29 | 03:13 | 04:34 | 06:19 | 11:31 | 03:06 | 02:17 |
 | Phase Boots | 111 | 79.86% | 85.2 | 48.65% | +5.79% | +4.92% | -5.79% | -4.17% | 09:09 | 04:52 | 06:53 | 07:49 | 09:27 | 30:29 | 02:34 | 01:54 |
 | Magic Wand | 77 | 55.40% | 83.3 | 50.65% | +7.10% | +7.24% | +1.98% | -0.69% | 08:47 | -01:29 | 04:21 | 08:51 | 12:00 | 25:48 | 07:39 | 05:40 |
 | Buckler | 9 | 6.47% | 81.5 | 77.78% | +32.40% | -27.78% | +22.22% | 5.23% | 28:26 | 18:32 | 24:14 | 29:22 | 33:48 | 36:04 | 09:34 | 07:05 |
 | Wind Lace | 29 | 20.86% | 79.6 | 58.62% | +14.07% | -1.48% | -15.76% | -1.99% | 08:53 | -01:29 | 04:07 | 08:32 | 11:18 | 35:59 | 07:11 | 05:19 |
 | Assault Cuirass | 4 | 2.88% | 77.8 | 100.00% | +54.07% | 0.00% | 0.00% | 0.00% | 34:19 | 31:08 | 31:08 | 34:26 | 34:35 | 37:06 | 03:27 | 02:33 |
 | Blade Mail | 60 | 43.17% | 75.9 | 50.00% | +4.43% | +36.67% | -36.67% | -8.24% | 17:57 | 07:45 | 12:47 | 14:58 | 21:41 | 39:44 | 08:54 | 06:35 |
 | Magic Stick | 107 | 76.98% | 74.1 | 44.86% | -11.39% | -11.53% | -0.42% | 1.92% | 03:24 | -01:29 | -01:29 | 01:39 | 07:16 | 25:10 | 08:45 | 06:28 |
 | Sange | 25 | 17.99% | 72.2 | 56.00% | +10.39% | -22.67% | -22.67% | 0.00% | 29:46 | 15:17 | 24:20 | 28:24 | 37:23 | 41:05 | 13:03 | 09:40 |
 | Ring of Health | 6 | 4.32% | 70.4 | 83.33% | +37.47% | -33.33% | +16.67% | 1.54% | 22:58 | 02:56 | 08:30 | 11:45 | 40:57 | 45:36 | 32:27 | 24:02 |
 | Void Stone | 8 | 5.76% | 68.5 | 75.00% | +29.20% | -25.00% | +25.00% | 2.81% | 33:18 | 14:49 | 23:08 | 33:14 | 40:57 | 45:36 | 17:49 | 13:11 |
 | Armlet of Mordiggian | 28 | 20.14% | 66.7 | 50.00% | +3.15% | -21.43% | -7.14% | 4.96% | 09:58 | 07:10 | 08:16 | 09:14 | 11:09 | 14:13 | 02:53 | 02:08 |
 | Aether Lens | 3 | 2.16% | 64.8 | 100.00% | +53.68% | 0.00% | 0.00% | 0.00% | 33:25 | 23:11 | 23:11 | 31:49 | 45:16 | 45:16 | 22:05 | 16:21 |
 | Bracer | 44 | 31.65% | 63.0 | 40.91% | -9.62% | +4.54% | -22.73% | -24.06% | 02:07 | -01:29 | 01:40 | 01:59 | 02:48 | 04:15 | 01:08 | 00:50 |
 | Helm of Iron Will | 32 | 23.02% | 61.1 | 43.75% | -4.85% | -6.25% | +18.75% | 10.64% | 04:43 | 02:05 | 03:01 | 03:38 | 05:22 | 10:52 | 02:21 | 01:44 |
 | Heaven's Halberd | 21 | 15.11% | 59.3 | 47.62% | +0.16% | -7.62% | -27.62% | -1.76% | 31:54 | 22:06 | 26:43 | 28:33 | 38:04 | 44:32 | 11:21 | 08:24 |
 | Orb of Venom | 33 | 23.74% | 57.4 | 42.42% | -6.64% | +20.08% | -4.92% | -18.52% | 01:39 | -01:29 | 01:08 | 01:32 | 02:29 | 05:04 | 01:21 | 01:00 |
 | Blight Stone | 11 | 7.91% | 55.6 | 54.55% | +7.67% | -21.22% | +12.12% | 1.81% | 13:17 | 02:28 | 03:02 | 03:37 | 21:25 | 37:05 | 18:23 | 13:37 |
 | Solar Crest | 4 | 2.88% | 53.7 | 75.00% | +28.33% | +25.00% | -75.00% | 0.00% | 26:48 | 17:27 | 17:27 | 24:54 | 27:43 | 37:06 | 10:16 | 07:36 |
 | Crown | 4 | 2.88% | 51.9 | 75.00% | +28.33% | +25.00% | -75.00% | 0.00% | 26:21 | 16:20 | 16:20 | 24:31 | 27:28 | 37:06 | 11:08 | 08:14 |
 | Medallion of Courage | 4 | 2.88% | 50.0 | 75.00% | +28.33% | +25.00% | -75.00% | 0.00% | 24:42 | 16:20 | 16:20 | 21:25 | 23:59 | 37:05 | 07:39 | 05:40 |
 | Aghanim's Scepter | 2 | 1.44% | 48.1 | 100.00% | +53.28% | 0.00% | 0.00% | 0.00% | 29:20 | 26:46 | 26:46 | 31:54 | 31:54 | 31:54 | 05:08 | 03:48 |
 | Lotus Orb | 2 | 1.44% | 46.3 | 100.00% | +53.28% | 0.00% | 0.00% | 0.00% | 44:10 | 42:44 | 42:44 | 45:36 | 45:36 | 45:36 | 02:52 | 02:07 |
 | Skull Basher | 2 | 1.44% | 44.4 | 100.00% | +53.28% | 0.00% | 0.00% | 0.00% | 44:58 | 43:49 | 43:49 | 46:07 | 46:07 | 46:07 | 02:18 | 01:42 |
 | Power Treads | 5 | 3.60% | 42.6 | 60.00% | +12.99% | +40.00% | +40.00% | 0.00% | 13:04 | 06:25 | 06:25 | 10:51 | 13:33 | 27:42 | 07:08 | 05:17 |
 | Hood of Defiance | 3 | 2.16% | 40.7 | 66.67% | +19.61% | -66.67% | 0.00% | 0.00% | 10:06 | 07:34 | 07:34 | 10:45 | 11:59 | 11:59 | 04:25 | 03:16 |
 | Orb of Corrosion | 7 | 5.04% | 38.9 | 42.86% | -4.87% | +7.14% | +7.14% | 0.00% | 05:41 | 03:03 | 03:38 | 04:24 | 04:44 | 15:14 | 01:06 | 00:48 |
 | Ring of Basilius | 4 | 2.88% | 37.0 | 50.00% | +2.59% | -50.00% | +50.00% | 0.00% | 22:28 | 11:55 | 11:55 | 23:56 | 24:38 | 29:23 | 12:43 | 09:25 |
 | Morbid Mask | 4 | 2.88% | 35.2 | 50.00% | +2.59% | -50.00% | +50.00% | 0.00% | 24:08 | 18:32 | 18:32 | 23:57 | 24:38 | 29:23 | 06:06 | 04:31 |
 | Arcane Boots | 1 | 0.72% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.72% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 00:00 | 00:00 |
 | Desolator | 1 | 0.72% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.72% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Shadow Blade | 5 | 3.60% | 25.9 | 40.00% | -7.76% | +60.00% | -40.00% | -7.13% | 33:36 | 25:10 | 25:10 | 32:34 | 39:12 | 45:37 | 14:02 | 10:23 |
 | Fluffy Hat | 14 | 10.07% | 24.1 | 21.43% | -28.97% | +28.57% | -21.43% | -2.86% | 13:39 | 02:50 | 03:40 | 05:09 | 21:09 | 42:29 | 17:29 | 12:57 |
 | Bottle | 2 | 1.44% | 22.2 | 50.00% | +2.55% | +50.00% | 0.00% | 0.00% | 12:51 | 02:39 | 02:39 | 23:03 | 23:03 | 23:03 | 20:24 | 15:06 |
 | Ghost Scepter | 2 | 1.44% | 20.4 | 50.00% | +2.55% | +50.00% | 0.00% | 0.00% | 27:01 | 25:06 | 25:06 | 28:55 | 28:55 | 28:55 | 03:49 | 02:49 |
 | Vladmir's Offering | 3 | 2.16% | 18.5 | 33.33% | -14.46% | -33.33% | 0.00% | 0.00% | 24:24 | 19:00 | 19:00 | 24:39 | 29:32 | 29:32 | 10:32 | 07:48 |
 | Maelstrom | 1 | 0.72% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.72% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Force Staff | 4 | 2.88% | 13.0 | 0.00% | -48.89% | 0.00% | 0.00% | 0.00% | 37:27 | 34:37 | 34:37 | 35:07 | 37:36 | 42:29 | 02:59 | 02:12 |
 | Eul's Scepter of Divinity | 2 | 1.44% | 11.1 | 0.00% | -48.18% | 0.00% | 0.00% | 0.00% | 31:04 | 20:44 | 20:44 | 41:24 | 41:24 | 41:24 | 20:40 | 15:18 |
 | Null Talisman | 1 | 0.72% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 |
 | Wraith Band | 2 | 1.44% | 7.4 | 0.00% | -48.18% | 0.00% | 0.00% | 0.00% | 02:43 | 01:56 | 01:56 | 03:30 | 03:30 | 03:30 | 01:34 | 01:09 |
 | Falcon Blade | 3 | 2.16% | 5.6 | 0.00% | -48.53% | 0.00% | 0.00% | 0.00% | 07:45 | 06:47 | 06:47 | 07:11 | 09:16 | 09:16 | 02:29 | 01:50 |
 | Javelin | 1 | 0.72% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 1.44% | 1.9 | 0.00% | -48.18% | 0.00% | 0.00% | 0.00% | 27:19 | 25:22 | 25:22 | 29:15 | 29:15 | 29:15 | 03:53 | 02:52 |