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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 | |
 | Buckler | 15 | 2.88% | 100.0 | 86.67% | +38.16% | +13.33% | -11.67% | 0.00% | 35:44 | 25:00 | 28:08 | 32:12 | 35:32 | 1:20:50 | 07:24 | 05:28 |
 | Assault Cuirass | 15 | 2.88% | 98.6 | 86.67% | +38.16% | +13.33% | -11.67% | 0.00% | 37:40 | 28:32 | 31:02 | 33:58 | 36:00 | 1:20:57 | 04:58 | 03:40 |
 | Ring of Protection | 15 | 2.88% | 97.1 | 86.67% | +38.16% | +13.33% | +13.33% | 0.00% | 34:48 | 23:42 | 27:25 | 32:12 | 33:33 | 1:20:50 | 06:08 | 04:32 |
 | Butterfly | 127 | 24.42% | 95.7 | 62.99% | +17.70% | +12.01% | -12.99% | -2.68% | 29:55 | 16:51 | 24:24 | 28:44 | 33:43 | 59:29 | 09:19 | 06:54 |
 | Force Staff | 203 | 39.04% | 94.3 | 59.11% | +15.58% | -0.29% | -6.17% | -0.73% | 31:06 | 15:16 | 26:49 | 31:31 | 34:51 | 48:53 | 08:02 | 05:57 |
 | Hurricane Pike | 203 | 39.04% | 92.9 | 58.62% | +14.77% | +2.16% | -7.64% | -1.20% | 31:37 | 15:35 | 27:10 | 32:00 | 35:21 | 48:54 | 08:11 | 06:03 |
 | Fluffy Hat | 234 | 45.00% | 91.4 | 57.26% | +13.90% | -8.11% | -0.36% | 0.73% | 26:44 | 01:21 | 23:39 | 29:23 | 34:16 | 48:53 | 10:37 | 07:51 |
 | Satanic | 111 | 21.35% | 90.0 | 58.56% | +11.37% | +2.15% | -12.13% | -1.99% | 35:48 | 20:26 | 31:31 | 34:23 | 38:41 | 1:08:50 | 07:10 | 05:18 |
 | Manta Style | 400 | 76.92% | 88.6 | 53.25% | +15.75% | +5.75% | +6.75% | 0.22% | 18:58 | 12:29 | 15:51 | 17:32 | 20:26 | 36:33 | 04:35 | 03:23 |
 | Morbid Mask | 118 | 22.69% | 87.1 | 57.63% | +10.37% | +12.37% | -9.35% | -2.53% | 34:07 | 18:42 | 29:25 | 33:08 | 38:01 | 1:08:03 | 08:36 | 06:22 |
 | Eye of Skadi | 432 | 83.08% | 85.7 | 51.85% | +13.21% | +15.74% | -9.26% | -6.22% | 23:24 | 15:18 | 20:56 | 22:35 | 24:57 | 1:01:11 | 04:01 | 02:58 |
 | Yasha | 509 | 97.88% | 84.3 | 50.49% | +41.40% | +5.42% | -7.97% | -4.64% | 13:09 | 07:54 | 11:37 | 13:17 | 14:30 | 24:37 | 02:53 | 02:08 |
 | Dragon Lance | 437 | 84.04% | 82.9 | 50.80% | +7.43% | +14.34% | -4.93% | -7.27% | 11:57 | 07:11 | 09:50 | 10:43 | 12:29 | 37:20 | 02:39 | 01:57 |
 | Power Treads | 519 | 99.81% | 81.4 | 49.71% | +49.71% | +4.91% | -5.86% | -8.08% | 06:01 | 03:31 | 05:18 | 05:53 | 06:38 | 13:05 | 01:20 | 00:59 |
 | Quelling Blade | 498 | 95.77% | 80.0 | 49.80% | +4.35% | +0.60% | +1.01% | 0.00% | -01:24 | -01:30 | -01:29 | -01:29 | -01:29 | 08:25 | 00:00 | 00:00 |
 | Boots of Speed | 520 | 100.00% | 78.6 | 49.62% | +49.62% | -4.24% | +1.92% | 3.42% | 03:42 | 00:24 | 02:46 | 03:35 | 04:34 | 07:53 | 01:48 | 01:20 |
 | Magic Stick | 455 | 87.50% | 77.1 | 49.89% | +2.20% | +2.74% | -3.40% | 0.00% | -00:43 | -01:30 | -01:29 | -01:29 | -01:29 | 23:36 | 00:00 | 00:00 |
 | Magic Wand | 407 | 78.27% | 75.7 | 49.39% | -1.05% | +8.45% | -10.17% | -3.64% | 04:56 | -01:29 | 01:47 | 04:03 | 06:54 | 24:04 | 05:07 | 03:47 |
 | Black King Bar | 375 | 72.12% | 74.3 | 49.33% | -1.01% | +2.80% | -6.78% | -1.42% | 28:15 | 17:22 | 24:05 | 27:06 | 30:51 | 54:01 | 06:46 | 05:00 |
 | Crystalys | 288 | 55.38% | 72.9 | 49.65% | +0.08% | -1.04% | +1.74% | 0.40% | 31:03 | 16:49 | 27:00 | 30:28 | 34:01 | 1:05:18 | 07:01 | 05:11 |
 | Silver Edge | 108 | 20.77% | 71.4 | 53.70% | +5.16% | +12.97% | -12.96% | -4.27% | 34:29 | 24:45 | 31:20 | 33:42 | 37:24 | 50:16 | 06:04 | 04:29 |
 | Void Stone | 51 | 9.81% | 70.0 | 58.82% | +10.21% | +10.41% | -4.97% | 0.00% | 42:05 | 18:32 | 34:56 | 43:55 | 46:38 | 1:22:22 | 11:42 | 08:40 |
 | Ring of Health | 51 | 9.81% | 68.6 | 58.82% | +10.21% | -4.97% | +2.72% | 0.00% | 41:40 | 20:43 | 34:38 | 40:08 | 46:16 | 1:22:22 | 11:38 | 08:37 |
 | Wraith Band | 204 | 39.23% | 67.1 | 50.00% | +0.63% | -4.90% | +4.90% | 9.80% | 03:11 | 00:08 | 01:52 | 02:14 | 02:50 | 30:58 | 00:58 | 00:42 |
 | Sange and Yasha | 51 | 9.81% | 65.7 | 56.86% | +8.03% | -3.01% | +12.37% | 0.00% | 23:47 | 14:09 | 17:44 | 23:20 | 26:59 | 39:00 | 09:15 | 06:51 |
 | Linken's Sphere | 64 | 12.31% | 64.3 | 54.69% | +5.79% | +20.31% | -29.69% | -4.60% | 33:54 | 17:03 | 28:35 | 32:23 | 39:27 | 57:04 | 10:52 | 08:02 |
 | Shadow Blade | 113 | 21.73% | 62.9 | 50.44% | +1.05% | +10.27% | -14.73% | -3.59% | 33:18 | 21:16 | 29:18 | 32:59 | 36:16 | 53:01 | 06:58 | 05:09 |
 | Aghanim's Scepter | 56 | 10.77% | 61.4 | 55.36% | +6.44% | +30.35% | -5.36% | -3.53% | 44:07 | 27:11 | 39:07 | 44:53 | 49:14 | 58:12 | 10:07 | 07:29 |
 | Daedalus | 147 | 28.27% | 60.0 | 48.98% | -0.89% | +7.78% | -11.14% | -3.60% | 34:33 | 23:06 | 31:42 | 34:03 | 36:57 | 1:05:42 | 05:15 | 03:53 |
 | Refresher Orb | 67 | 12.88% | 58.6 | 53.73% | +4.72% | +16.86% | -18.44% | -4.32% | 47:59 | 35:24 | 43:55 | 46:18 | 52:05 | 1:22:23 | 08:10 | 06:02 |
 | Sange | 53 | 10.19% | 57.1 | 54.72% | +5.68% | -8.57% | +6.82% | 1.70% | 23:28 | 13:40 | 17:33 | 22:45 | 26:36 | 38:46 | 09:03 | 06:42 |
 | Moon Shard | 32 | 6.15% | 55.7 | 59.38% | +10.40% | +28.12% | -9.38% | 0.00% | 52:22 | 29:56 | 46:19 | 51:59 | 56:44 | 1:14:38 | 10:25 | 07:42 |
 | Cornucopia | 75 | 14.42% | 54.3 | 49.33% | -0.33% | +13.83% | -23.01% | -2.42% | 38:03 | 17:01 | 30:07 | 39:36 | 45:19 | 60:10 | 15:12 | 11:15 |
 | Blink Dagger | 77 | 14.81% | 52.9 | 48.05% | -1.84% | +20.37% | -32.26% | -6.22% | 42:21 | 25:46 | 38:13 | 41:44 | 46:41 | 60:44 | 08:28 | 06:16 |
 | Wind Lace | 19 | 3.65% | 51.4 | 63.16% | +14.06% | -23.16% | +16.84% | 0.00% | 09:43 | 02:35 | 06:44 | 09:10 | 12:06 | 18:51 | 05:22 | 03:58 |
 | Swift Blink | 68 | 13.08% | 50.0 | 48.53% | -1.25% | +16.18% | -13.24% | -3.54% | 44:45 | 31:46 | 40:13 | 43:50 | 48:31 | 60:56 | 08:18 | 06:08 |
 | Aghanim's Blessing | 44 | 8.46% | 48.6 | 50.00% | +0.42% | +31.82% | -13.64% | 0.00% | 47:16 | 37:16 | 44:02 | 47:11 | 51:38 | 58:17 | 07:36 | 05:37 |
 | Aghanim's Shard | 57 | 10.96% | 47.1 | 47.37% | -2.52% | +9.77% | -11.66% | -2.59% | 41:45 | 22:53 | 37:40 | 41:34 | 45:56 | 55:49 | 08:16 | 06:07 |
 | Bracer | 65 | 12.50% | 45.7 | 44.62% | -5.71% | +11.63% | -19.62% | -31.25% | 02:25 | 00:53 | 02:01 | 02:15 | 02:48 | 04:42 | 00:47 | 00:34 |
 | Falcon Blade | 38 | 7.31% | 44.3 | 47.37% | -2.42% | +12.63% | -2.93% | 0.00% | 07:39 | 02:33 | 06:58 | 07:53 | 08:42 | 10:39 | 01:44 | 01:17 |
 | Javelin | 99 | 19.04% | 42.9 | 39.39% | -12.63% | -7.39% | +0.61% | 1.04% | 33:00 | 16:32 | 28:20 | 31:39 | 36:00 | 58:22 | 07:40 | 05:40 |
 | Monkey King Bar | 89 | 17.12% | 41.4 | 39.33% | -12.41% | -12.06% | -2.97% | 1.12% | 34:41 | 20:42 | 29:59 | 33:54 | 38:06 | 58:23 | 08:07 | 06:00 |
 | Hand of Midas | 18 | 3.46% | 40.0 | 55.56% | +6.16% | +4.44% | -5.56% | 0.00% | 11:36 | 08:21 | 10:39 | 11:15 | 12:31 | 14:11 | 01:52 | 01:22 |
 | Nullifier | 38 | 7.31% | 38.6 | 44.74% | -5.26% | +25.26% | -0.30% | 0.00% | 32:45 | 23:23 | 28:22 | 31:19 | 34:50 | 54:43 | 06:28 | 04:47 |
 | Helm of Iron Will | 39 | 7.50% | 37.1 | 43.59% | -6.51% | +26.41% | -3.59% | 0.00% | 33:19 | 23:09 | 28:18 | 31:05 | 33:24 | 1:17:35 | 05:06 | 03:46 |
 | Ring of Basilius | 97 | 18.65% | 35.7 | 36.08% | -16.64% | +13.92% | -2.75% | -5.65% | 07:52 | 04:26 | 06:00 | 07:07 | 08:57 | 18:29 | 02:57 | 02:11 |
 | Diffusal Blade | 20 | 3.85% | 34.3 | 45.00% | -4.80% | -5.00% | -25.00% | 0.00% | 19:05 | 12:48 | 14:33 | 15:42 | 19:34 | 37:05 | 05:01 | 03:42 |
 | Mjollnir | 9 | 1.73% | 32.9 | 55.56% | +6.05% | -5.56% | -5.56% | 0.00% | 33:16 | 20:37 | 25:22 | 33:31 | 39:17 | 41:15 | 13:55 | 10:18 |
 | Boots of Travel | 4 | 0.77% | 31.4 | 75.00% | +25.58% | +25.00% | -75.00% | 0.00% | 43:24 | 37:34 | 37:34 | 41:37 | 42:40 | 51:46 | 05:06 | 03:46 |
 | Maelstrom | 10 | 1.92% | 30.0 | 50.00% | +0.39% | +16.67% | 0.00% | 0.00% | 31:14 | 16:49 | 30:06 | 31:20 | 37:18 | 41:13 | 07:12 | 05:20 |
 | Disperser | 7 | 1.35% | 28.6 | 57.14% | +7.63% | -7.14% | +42.86% | 0.00% | 36:03 | 27:11 | 33:52 | 35:34 | 38:53 | 41:20 | 05:01 | 03:42 |
 | Bottle | 2 | 0.38% | 27.1 | 100.00% | +50.58% | 0.00% | 0.00% | 0.00% | 26:33 | 06:34 | 06:34 | 46:32 | 46:32 | 46:32 | 39:58 | 29:36 |
 | Scythe of Vyse | 4 | 0.77% | 25.7 | 50.00% | +0.39% | +50.00% | -50.00% | 0.00% | 41:58 | 35:01 | 35:01 | 40:21 | 44:39 | 47:49 | 09:38 | 07:08 |
 | Aeon Disk | 9 | 1.73% | 24.3 | 33.33% | -16.57% | +16.67% | -33.33% | 0.00% | 46:31 | 36:15 | 43:44 | 45:23 | 49:59 | 53:13 | 06:15 | 04:37 |
 | Drum of Endurance | 1 | 0.19% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.19% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.19% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |
 | Divine Rapier | 12 | 2.31% | 18.6 | 16.67% | -33.72% | -16.67% | +50.00% | 0.00% | 57:32 | 40:51 | 47:48 | 53:29 | 1:04:29 | 1:15:25 | 16:41 | 12:21 |
 | Vanguard | 3 | 0.58% | 17.1 | 33.33% | -16.38% | -33.33% | 0.00% | 0.00% | 39:10 | 38:33 | 38:33 | 38:46 | 40:11 | 40:11 | 01:38 | 01:12 |
 | Skull Basher | 3 | 0.58% | 15.7 | 33.33% | -16.38% | -33.33% | 0.00% | 0.00% | 38:17 | 37:02 | 37:02 | 38:14 | 39:34 | 39:34 | 02:32 | 01:52 |
 | Abyssal Blade | 3 | 0.58% | 14.3 | 33.33% | -16.38% | -33.33% | 0.00% | 0.00% | 39:10 | 38:33 | 38:33 | 38:46 | 40:11 | 40:11 | 01:38 | 01:12 |
 | Orchid Malevolence | 4 | 0.77% | 12.9 | 25.00% | -24.81% | +75.00% | -25.00% | 0.00% | 31:29 | 23:31 | 23:31 | 32:01 | 34:51 | 35:34 | 11:20 | 08:23 |
 | Bloodthorn | 4 | 0.77% | 11.4 | 25.00% | -24.81% | +75.00% | -25.00% | 0.00% | 41:30 | 33:09 | 33:09 | 38:01 | 39:20 | 55:31 | 06:11 | 04:34 |
 | Mage Slayer | 5 | 0.96% | 10.0 | 20.00% | -29.90% | -20.00% | -20.00% | 0.00% | 34:56 | 13:01 | 13:01 | 36:12 | 37:19 | 55:25 | 24:18 | 18:00 |
 | Glimmer Cape | 1 | 0.19% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 0.19% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:17:35 | 1:17:35 | 1:17:35 | 1:17:35 | 1:17:35 | 1:17:35 | 00:00 | 00:00 |
 | Radiance | 1 | 0.19% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.19% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.19% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 00:00 | 00:00 |
 | Diadem | 2 | 0.38% | 1.4 | 0.00% | -49.81% | 0.00% | 0.00% | 0.00% | 55:46 | 33:57 | 33:57 | 1:17:35 | 1:17:35 | 1:17:35 | 43:38 | 32:19 |