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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 | |
 | Force Staff | 14 | 13.46% | 100.0 | 92.86% | +52.86% | +7.14% | +7.14% | 0.00% | 33:23 | 28:34 | 31:01 | 32:31 | 35:19 | 41:44 | 04:18 | 03:11 |
 | Hurricane Pike | 14 | 13.46% | 98.0 | 92.86% | +52.86% | +7.14% | +7.14% | 0.00% | 33:40 | 29:00 | 31:25 | 32:46 | 35:27 | 41:44 | 04:02 | 02:59 |
 | Fluffy Hat | 19 | 18.27% | 96.1 | 84.21% | +45.39% | -24.21% | -4.21% | 0.76% | 26:08 | 04:18 | 08:14 | 31:31 | 34:26 | 41:44 | 26:12 | 19:24 |
 | Daedalus | 27 | 25.96% | 94.1 | 70.37% | +31.41% | +29.63% | -13.23% | -7.65% | 33:45 | 26:29 | 29:16 | 32:02 | 34:52 | 52:38 | 05:36 | 04:08 |
 | Morbid Mask | 33 | 31.73% | 92.2 | 66.67% | +28.64% | -16.67% | -4.17% | 1.09% | 33:04 | 19:47 | 26:13 | 34:11 | 37:41 | 46:45 | 11:28 | 08:29 |
 | Satanic | 29 | 27.88% | 90.2 | 65.52% | +25.52% | -8.38% | -8.38% | 0.00% | 34:20 | 20:08 | 27:52 | 35:00 | 39:50 | 47:15 | 11:58 | 08:51 |
 | Manta Style | 56 | 53.85% | 88.2 | 58.93% | +25.60% | +26.78% | +5.36% | -4.51% | 19:41 | 11:05 | 15:37 | 17:55 | 20:22 | 32:35 | 04:45 | 03:31 |
 | Blink Dagger | 17 | 16.35% | 86.3 | 70.59% | +28.06% | +4.41% | -20.59% | 0.00% | 35:39 | 25:25 | 30:28 | 34:49 | 40:28 | 48:39 | 10:00 | 07:24 |
 | Crystalys | 57 | 54.81% | 84.3 | 52.63% | +12.20% | +4.51% | -9.77% | -1.97% | 32:23 | 21:28 | 27:44 | 31:21 | 35:00 | 52:00 | 07:16 | 05:22 |
 | Quelling Blade | 98 | 94.23% | 82.4 | 48.98% | +32.31% | +3.02% | -15.65% | 0.00% | -01:20 | -01:29 | -01:29 | -01:29 | -01:29 | 07:43 | 00:00 | 00:00 |
 | Dragon Lance | 78 | 75.00% | 80.4 | 50.00% | +11.54% | +15.00% | +2.63% | -4.39% | 12:45 | 08:14 | 10:29 | 11:11 | 13:18 | 28:11 | 02:49 | 02:05 |
 | Ring of Health | 19 | 18.27% | 78.4 | 63.16% | +19.63% | -23.16% | +36.84% | 5.37% | 41:16 | 21:54 | 35:59 | 43:07 | 47:10 | 55:34 | 11:11 | 08:17 |
 | Void Stone | 19 | 18.27% | 76.5 | 63.16% | +19.63% | -23.16% | +36.84% | 5.37% | 41:19 | 22:11 | 35:59 | 43:07 | 47:10 | 55:34 | 11:11 | 08:17 |
 | Butterfly | 17 | 16.35% | 74.5 | 64.71% | +21.03% | +10.29% | +10.29% | 0.00% | 34:05 | 22:28 | 27:49 | 35:09 | 36:38 | 46:10 | 08:49 | 06:31 |
 | Eye of Skadi | 94 | 90.38% | 72.5 | 47.87% | +7.87% | +2.13% | -8.74% | -2.07% | 23:14 | 15:19 | 20:36 | 22:29 | 25:51 | 36:23 | 05:15 | 03:53 |
 | Yasha | 104 | 100.00% | 70.6 | 47.12% | +47.12% | +6.73% | -12.50% | -5.60% | 13:03 | 07:43 | 11:07 | 13:07 | 14:33 | 28:14 | 03:26 | 02:32 |
 | Boots of Speed | 104 | 100.00% | 68.6 | 47.12% | +47.12% | +14.42% | -0.97% | -8.10% | 03:56 | 01:16 | 02:58 | 03:51 | 04:52 | 07:29 | 01:54 | 01:24 |
 | Power Treads | 104 | 100.00% | 66.7 | 47.12% | +47.12% | +6.73% | -8.66% | -11.84% | 05:58 | 02:38 | 05:17 | 05:55 | 06:35 | 08:29 | 01:18 | 00:57 |
 | Black King Bar | 92 | 88.46% | 64.7 | 47.83% | +6.16% | +4.34% | 0.00% | -0.65% | 25:09 | 16:36 | 21:13 | 24:55 | 27:51 | 42:28 | 06:38 | 04:54 |
 | Magic Wand | 85 | 81.73% | 62.7 | 48.24% | +6.13% | -10.14% | -19.67% | -1.51% | 05:30 | -01:29 | 01:35 | 04:03 | 07:53 | 21:51 | 06:18 | 04:40 |
 | Magic Stick | 86 | 82.69% | 60.8 | 46.51% | -3.49% | -10.15% | +10.63% | 20.78% | 00:40 | -01:29 | -01:29 | -01:29 | 01:22 | 18:36 | 02:51 | 02:06 |
 | Swift Blink | 14 | 13.46% | 58.8 | 64.29% | +19.85% | +10.71% | +2.38% | 0.00% | 39:35 | 34:02 | 35:24 | 38:45 | 40:58 | 52:59 | 05:34 | 04:07 |
 | Refresher Orb | 13 | 12.50% | 56.9 | 61.54% | +16.49% | +5.13% | +38.46% | 0.00% | 46:45 | 41:01 | 42:58 | 44:44 | 49:58 | 56:23 | 07:00 | 05:11 |
 | Ring of Basilius | 25 | 24.04% | 54.9 | 52.00% | +6.43% | -18.67% | -2.00% | 14.09% | 06:45 | 01:20 | 06:14 | 06:45 | 07:25 | 10:02 | 01:11 | 00:52 |
 | Wraith Band | 23 | 22.12% | 52.9 | 52.17% | +6.49% | +14.50% | -18.84% | -33.34% | 02:29 | 00:03 | 01:40 | 02:00 | 02:33 | 07:17 | 00:53 | 00:39 |
 | Sange | 32 | 30.77% | 51.0 | 46.88% | -0.34% | +15.62% | -21.88% | -4.16% | 25:37 | 12:27 | 20:52 | 25:26 | 29:53 | 36:46 | 09:01 | 06:40 |
 | Sange and Yasha | 32 | 30.77% | 49.0 | 46.88% | -0.34% | +15.62% | -21.88% | -4.05% | 26:04 | 12:27 | 21:14 | 27:24 | 30:29 | 37:11 | 09:15 | 06:51 |
 | Shadow Blade | 19 | 18.27% | 47.1 | 42.11% | -6.13% | -22.11% | -22.11% | 0.00% | 34:44 | 27:28 | 31:16 | 34:34 | 36:09 | 50:04 | 04:53 | 03:37 |
 | Buckler | 2 | 1.92% | 45.1 | 100.00% | +53.92% | 0.00% | 0.00% | 0.00% | 35:54 | 26:25 | 26:25 | 45:23 | 45:23 | 45:23 | 18:58 | 14:02 |
 | Ring of Protection | 2 | 1.92% | 43.1 | 100.00% | +53.92% | 0.00% | 0.00% | 0.00% | 34:36 | 23:50 | 23:50 | 45:22 | 45:22 | 45:22 | 21:32 | 15:57 |
 | Assault Cuirass | 2 | 1.92% | 41.2 | 100.00% | +53.92% | 0.00% | 0.00% | 0.00% | 36:35 | 27:19 | 27:19 | 45:51 | 45:51 | 45:51 | 18:32 | 13:43 |
 | Aghanim's Blessing | 10 | 9.62% | 39.2 | 50.00% | +3.19% | -16.67% | +50.00% | 0.00% | 48:42 | 39:11 | 41:32 | 45:42 | 52:03 | 1:05:06 | 10:31 | 07:47 |
 | Javelin | 17 | 16.35% | 37.3 | 41.18% | -7.10% | +33.82% | -16.18% | 0.00% | 34:06 | 26:31 | 31:23 | 33:15 | 38:33 | 41:42 | 07:10 | 05:18 |
 | Silver Edge | 18 | 17.31% | 35.3 | 38.89% | -9.95% | -38.89% | -38.89% | 0.00% | 34:59 | 28:04 | 32:33 | 33:53 | 37:38 | 42:00 | 05:05 | 03:45 |
 | Aghanim's Scepter | 11 | 10.58% | 33.3 | 45.45% | -1.86% | -12.12% | +21.22% | 0.00% | 46:33 | 35:21 | 39:11 | 42:50 | 49:32 | 1:05:06 | 10:21 | 07:40 |
 | Monkey King Bar | 15 | 14.42% | 31.4 | 40.00% | -8.31% | +35.00% | +10.00% | 0.00% | 35:31 | 27:58 | 32:28 | 34:06 | 39:39 | 43:00 | 07:11 | 05:19 |
 | Falcon Blade | 5 | 4.81% | 29.4 | 60.00% | +13.54% | +40.00% | +40.00% | 0.00% | 07:09 | 04:56 | 04:56 | 07:21 | 07:49 | 08:54 | 02:53 | 02:08 |
 | Aghanim's Shard | 3 | 2.88% | 27.5 | 66.67% | +20.14% | +33.33% | 0.00% | 0.00% | 45:39 | 32:31 | 32:31 | 47:22 | 57:04 | 57:04 | 24:33 | 18:11 |
 | Moon Shard | 7 | 6.73% | 25.5 | 42.86% | -4.56% | +57.14% | +7.14% | 0.00% | 54:22 | 48:42 | 49:08 | 53:55 | 55:14 | 1:05:56 | 06:06 | 04:31 |
 | Linken's Sphere | 7 | 6.73% | 23.5 | 42.86% | -4.56% | +7.14% | +7.14% | 0.00% | 32:02 | 22:11 | 23:05 | 29:16 | 35:59 | 51:07 | 12:54 | 09:33 |
 | Diffusal Blade | 1 | 0.96% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:04 | 14:04 | 14:04 | 14:04 | 14:04 | 14:04 | 00:00 | 00:00 |
 | Maelstrom | 1 | 0.96% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 0.96% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:07 | 1:02:07 | 1:02:07 | 1:02:07 | 1:02:07 | 1:02:07 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 0.96% | 15.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:44 | 1:01:44 | 1:01:44 | 1:01:44 | 1:01:44 | 1:01:44 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.96% | 13.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:07 | 1:02:07 | 1:02:07 | 1:02:07 | 1:02:07 | 1:02:07 | 00:00 | 00:00 |
 | Mjollnir | 1 | 0.96% | 11.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Wind Lace | 3 | 2.88% | 9.8 | 33.33% | -14.19% | -33.33% | 0.00% | 0.00% | 10:45 | 04:03 | 04:03 | 08:22 | 19:51 | 19:51 | 15:48 | 11:42 |
 | Divine Rapier | 3 | 2.88% | 7.8 | 33.33% | -14.19% | -33.33% | 0.00% | 0.00% | 49:58 | 42:00 | 42:00 | 44:23 | 1:03:32 | 1:03:32 | 21:32 | 15:57 |
 | Nullifier | 1 | 0.96% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 33:11 | 00:00 | 00:00 |
 | Bracer | 2 | 1.92% | 3.9 | 0.00% | -48.04% | 0.00% | 0.00% | 0.00% | 02:26 | 02:15 | 02:15 | 02:37 | 02:37 | 02:37 | 00:22 | 00:16 |
 | Helm of Iron Will | 1 | 0.96% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 |