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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 | |
 | Drum of Endurance | 43 | 26.22% | 100.0 | 67.44% | +31.90% | +14.38% | -12.89% | -2.53% | 23:03 | 12:20 | 16:47 | 19:28 | 27:34 | 56:15 | 10:47 | 07:59 |
 | Boots of Bearing | 17 | 10.37% | 98.2 | 76.47% | +36.33% | -1.47% | -1.47% | 0.00% | 35:18 | 19:52 | 26:51 | 33:08 | 42:53 | 51:46 | 16:02 | 11:52 |
 | Tranquil Boots | 90 | 54.88% | 96.4 | 51.11% | +15.97% | -7.63% | +7.98% | 1.28% | 17:39 | 06:12 | 10:10 | 11:50 | 22:19 | 55:05 | 12:09 | 09:00 |
 | Aghanim's Scepter | 65 | 39.63% | 94.5 | 52.31% | +13.93% | -2.31% | -8.56% | -0.36% | 30:40 | 13:15 | 19:11 | 30:57 | 36:34 | 58:53 | 17:23 | 12:52 |
 | Void Stone | 23 | 14.02% | 92.7 | 60.87% | +19.74% | -10.87% | +22.46% | 2.14% | 31:27 | 13:26 | 24:11 | 28:22 | 39:44 | 57:17 | 15:33 | 11:31 |
 | Wind Lace | 140 | 85.37% | 90.9 | 45.00% | +7.50% | -7.86% | -2.14% | 0.67% | 12:45 | -01:29 | 07:54 | 10:46 | 16:28 | 53:25 | 08:34 | 06:20 |
 | Crown | 89 | 54.27% | 89.1 | 47.19% | +7.19% | +2.81% | -1.74% | -0.90% | 18:34 | 05:20 | 15:32 | 18:04 | 20:37 | 47:05 | 05:05 | 03:45 |
 | Boots of Speed | 164 | 100.00% | 87.3 | 43.90% | +43.90% | +9.76% | -9.75% | -6.03% | 06:18 | -01:29 | 04:40 | 06:20 | 07:54 | 12:43 | 03:14 | 02:23 |
 | Magic Stick | 156 | 95.12% | 85.5 | 43.59% | -6.41% | 0.00% | +10.26% | 4.10% | 02:25 | -01:29 | -01:28 | 02:10 | 03:58 | 10:45 | 05:26 | 04:01 |
 | Magic Wand | 154 | 93.90% | 83.6 | 43.51% | -6.49% | -12.74% | +1.23% | 3.03% | 06:02 | -01:29 | 03:43 | 05:44 | 08:20 | 12:34 | 04:37 | 03:25 |
 | Solar Crest | 86 | 52.44% | 81.8 | 45.35% | +3.04% | +13.74% | -12.02% | -6.18% | 21:56 | 14:59 | 19:18 | 20:43 | 23:28 | 47:31 | 04:10 | 03:05 |
 | Aether Lens | 21 | 12.80% | 80.0 | 57.14% | +15.18% | -17.14% | +22.86% | 2.90% | 31:27 | 19:20 | 24:11 | 28:55 | 38:00 | 57:17 | 13:49 | 10:14 |
 | Ring of Basilius | 19 | 11.59% | 78.2 | 57.89% | +15.82% | +2.11% | +2.11% | 0.00% | 27:40 | 03:40 | 11:19 | 27:48 | 39:07 | 49:13 | 27:48 | 20:35 |
 | Chainmail | 93 | 56.71% | 76.4 | 43.01% | -2.06% | +0.47% | +4.82% | 1.17% | 14:34 | 08:27 | 11:50 | 13:31 | 15:33 | 38:21 | 03:43 | 02:45 |
 | Medallion of Courage | 93 | 56.71% | 74.5 | 43.01% | -2.06% | +0.47% | +9.16% | 2.32% | 15:44 | 10:31 | 12:56 | 14:50 | 16:41 | 38:21 | 03:45 | 02:46 |
 | Blight Stone | 94 | 57.32% | 72.7 | 42.55% | -3.16% | +3.28% | +0.93% | -0.52% | 14:44 | 04:53 | 11:36 | 14:04 | 16:06 | 38:21 | 04:30 | 03:20 |
 | Buckler | 15 | 9.15% | 70.9 | 60.00% | +17.72% | +15.00% | -10.00% | -1.76% | 34:51 | 21:49 | 25:32 | 33:49 | 39:43 | 49:12 | 14:11 | 10:30 |
 | Arcane Boots | 13 | 7.93% | 69.1 | 61.54% | +19.16% | +5.13% | +38.46% | 1.44% | 24:21 | 06:40 | 08:31 | 16:47 | 31:35 | 1:02:09 | 23:04 | 17:05 |
 | Wraith Band | 32 | 19.51% | 67.3 | 46.88% | +3.70% | +3.12% | -9.38% | -0.56% | 14:55 | 00:39 | 03:15 | 10:25 | 25:41 | 39:12 | 22:26 | 16:37 |
 | Ring of Protection | 14 | 8.54% | 65.5 | 57.14% | +14.47% | +17.86% | +9.53% | -0.49% | 35:19 | 19:28 | 25:57 | 33:48 | 42:51 | 49:12 | 16:54 | 12:31 |
 | Bracer | 20 | 12.20% | 63.6 | 50.00% | +6.94% | +10.00% | -30.00% | -4.52% | 07:38 | 00:15 | 02:20 | 03:14 | 11:11 | 28:24 | 08:51 | 06:33 |
 | Power Treads | 23 | 14.02% | 61.8 | 47.83% | +4.57% | +2.17% | +18.84% | 12.82% | 08:43 | 06:00 | 07:04 | 07:36 | 08:22 | 26:24 | 01:18 | 00:57 |
 | Vladmir's Offering | 13 | 7.93% | 60.0 | 53.85% | +10.80% | +12.82% | +12.82% | 0.00% | 37:46 | 27:16 | 30:50 | 35:04 | 42:51 | 49:13 | 12:01 | 08:54 |
 | Aghanim's Shard | 31 | 18.90% | 58.2 | 41.94% | -2.42% | +8.06% | +8.06% | 0.00% | 23:29 | 15:01 | 19:34 | 21:58 | 25:09 | 39:34 | 05:35 | 04:08 |
 | Force Staff | 16 | 9.76% | 56.4 | 50.00% | +6.76% | +25.00% | -25.00% | -6.62% | 29:44 | 13:07 | 24:33 | 29:24 | 32:06 | 48:10 | 07:33 | 05:35 |
 | Yasha | 6 | 3.66% | 54.5 | 66.67% | +23.63% | -16.67% | +33.33% | 0.00% | 23:43 | 19:01 | 20:12 | 23:26 | 26:55 | 27:03 | 06:43 | 04:58 |
 | Glimmer Cape | 21 | 12.80% | 52.7 | 42.86% | -1.20% | -2.86% | -2.86% | 0.00% | 26:14 | 18:07 | 20:48 | 24:41 | 29:34 | 43:57 | 08:46 | 06:29 |
 | Morbid Mask | 12 | 7.32% | 50.9 | 50.00% | +6.58% | +16.67% | +16.67% | 0.00% | 37:33 | 25:33 | 30:30 | 33:53 | 42:51 | 49:13 | 12:21 | 09:08 |
 | Veil of Discord | 4 | 2.44% | 49.1 | 75.00% | +31.87% | -75.00% | +25.00% | 0.00% | 15:10 | 10:51 | 10:51 | 13:34 | 17:00 | 19:16 | 06:09 | 04:33 |
 | Ghost Scepter | 10 | 6.10% | 47.3 | 50.00% | +6.49% | -16.67% | 0.00% | 0.00% | 31:52 | 19:55 | 21:29 | 31:57 | 35:35 | 52:50 | 14:06 | 10:26 |
 | Lotus Orb | 2 | 1.22% | 45.5 | 100.00% | +56.79% | 0.00% | 0.00% | 0.00% | 54:54 | 41:29 | 41:29 | 1:08:18 | 1:08:18 | 1:08:18 | 26:49 | 19:51 |
 | Butterfly | 2 | 1.22% | 43.6 | 100.00% | +56.79% | 0.00% | 0.00% | 0.00% | 48:19 | 33:58 | 33:58 | 1:02:39 | 1:02:39 | 1:02:39 | 28:41 | 21:14 |
 | Sange and Yasha | 2 | 1.22% | 41.8 | 100.00% | +56.79% | 0.00% | 0.00% | 0.00% | 25:36 | 22:08 | 22:08 | 29:03 | 29:03 | 29:03 | 06:55 | 05:07 |
 | Manta Style | 2 | 1.22% | 40.0 | 100.00% | +56.79% | 0.00% | 0.00% | 0.00% | 30:27 | 30:05 | 30:05 | 30:49 | 30:49 | 30:49 | 00:44 | 00:32 |
 | Fluffy Hat | 25 | 15.24% | 38.2 | 36.00% | -9.32% | -19.33% | -2.67% | 1.04% | 23:38 | 05:21 | 13:50 | 23:15 | 29:53 | 48:10 | 16:03 | 11:53 |
 | Quelling Blade | 11 | 6.71% | 36.4 | 45.45% | +1.66% | +21.22% | -12.12% | 0.00% | -00:04 | -01:29 | -01:29 | -01:29 | 00:29 | 05:40 | 01:58 | 01:27 |
 | Sange | 5 | 3.05% | 34.5 | 60.00% | +16.60% | +40.00% | +40.00% | 0.00% | 40:43 | 21:27 | 21:27 | 38:04 | 39:10 | 1:16:18 | 17:43 | 13:07 |
 | Bottle | 6 | 3.66% | 32.7 | 50.00% | +6.33% | -50.00% | +50.00% | 0.00% | 10:27 | 01:08 | 01:12 | 01:30 | 02:02 | 55:15 | 00:50 | 00:37 |
 | Aeon Disk | 3 | 1.83% | 30.9 | 66.67% | +23.19% | +33.33% | 0.00% | 0.00% | 57:18 | 43:48 | 43:48 | 1:03:11 | 1:04:55 | 1:04:55 | 21:07 | 15:38 |
 | Hurricane Pike | 3 | 1.83% | 29.1 | 66.67% | +23.19% | -66.67% | 0.00% | 0.00% | 37:44 | 32:00 | 32:00 | 33:01 | 48:10 | 48:10 | 16:10 | 11:58 |
 | Ring of Health | 3 | 1.83% | 27.3 | 66.67% | +23.19% | -66.67% | 0.00% | 0.00% | 40:09 | 12:26 | 12:26 | 39:43 | 1:08:17 | 1:08:17 | 55:51 | 41:22 |
 | Octarine Core | 3 | 1.83% | 25.5 | 66.67% | +23.19% | -66.67% | 0.00% | 0.00% | 38:16 | 28:42 | 28:42 | 36:40 | 49:25 | 49:25 | 20:43 | 15:20 |
 | Dragon Lance | 4 | 2.44% | 23.6 | 50.00% | +6.25% | -50.00% | +50.00% | 0.00% | 23:32 | 11:23 | 11:23 | 21:38 | 28:04 | 33:01 | 16:41 | 12:21 |
 | Assault Cuirass | 1 | 0.61% | 21.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Blink Dagger | 7 | 4.27% | 20.0 | 28.57% | -16.02% | -28.57% | -28.57% | 0.00% | 40:13 | 29:53 | 31:11 | 37:43 | 38:39 | 59:42 | 07:28 | 05:31 |
 | Heaven's Halberd | 2 | 1.22% | 18.2 | 50.00% | +6.17% | -50.00% | 0.00% | 0.00% | 59:17 | 41:43 | 41:43 | 1:16:50 | 1:16:50 | 1:16:50 | 35:07 | 26:00 |
 | Linken's Sphere | 2 | 1.22% | 16.4 | 50.00% | +6.17% | +50.00% | 0.00% | 0.00% | 58:07 | 41:51 | 41:51 | 1:14:22 | 1:14:22 | 1:14:22 | 32:31 | 24:05 |
 | Null Talisman | 2 | 1.22% | 14.5 | 50.00% | +6.17% | +50.00% | 0.00% | 0.00% | 34:22 | 21:29 | 21:29 | 47:14 | 47:14 | 47:14 | 25:45 | 19:04 |
 | Hand of Midas | 2 | 1.22% | 12.7 | 50.00% | +6.17% | +50.00% | 0.00% | 0.00% | 21:43 | 17:30 | 17:30 | 25:56 | 25:56 | 25:56 | 08:26 | 06:14 |
 | Cornucopia | 2 | 1.22% | 10.9 | 50.00% | +6.17% | +50.00% | 0.00% | 0.00% | 57:50 | 41:48 | 41:48 | 1:13:52 | 1:13:52 | 1:13:52 | 32:04 | 23:45 |
 | Crimson Guard | 1 | 0.61% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 18:28 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.61% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:17 | 1:25:17 | 1:25:17 | 1:25:17 | 1:25:17 | 1:25:17 | 00:00 | 00:00 |
 | Vanguard | 1 | 0.61% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 12:30 | 00:00 | 00:00 |
 | Black King Bar | 1 | 0.61% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:18 | 1:05:18 | 1:05:18 | 1:05:18 | 1:05:18 | 1:05:18 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.61% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:39 | 15:39 | 15:39 | 15:39 | 15:39 | 15:39 | 00:00 | 00:00 |