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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 | |
 | Moon Shard | 24 | 16.33% | 100.0 | 87.50% | +36.28% | -4.17% | -4.17% | 0.00% | 33:22 | 13:12 | 22:30 | 29:51 | 42:58 | 1:05:11 | 20:28 | 15:09 |
 | Morbid Mask | 30 | 20.41% | 98.2 | 80.00% | +28.72% | -5.00% | -8.57% | -0.52% | 34:32 | 24:09 | 30:34 | 35:14 | 37:26 | 45:24 | 06:52 | 05:05 |
 | Satanic | 25 | 17.01% | 96.4 | 80.00% | +27.54% | +3.33% | -13.33% | -2.76% | 37:55 | 26:50 | 34:43 | 37:37 | 40:45 | 45:47 | 06:02 | 04:28 |
 | Buckler | 34 | 23.13% | 94.6 | 76.47% | +25.14% | +12.42% | -26.47% | -8.22% | 33:35 | 28:10 | 30:05 | 31:43 | 34:49 | 46:25 | 04:44 | 03:30 |
 | Assault Cuirass | 30 | 20.41% | 92.9 | 76.67% | +24.53% | +23.33% | -19.53% | -10.76% | 34:20 | 28:31 | 31:18 | 33:29 | 35:17 | 46:41 | 03:59 | 02:57 |
 | Silver Edge | 87 | 59.18% | 91.1 | 65.52% | +20.52% | +25.39% | -20.07% | -8.42% | 27:01 | 18:15 | 24:09 | 26:42 | 29:33 | 40:09 | 05:24 | 04:00 |
 | Bottle | 19 | 12.93% | 89.3 | 78.95% | +25.04% | +1.05% | -38.95% | -40.00% | 01:36 | 00:46 | 01:25 | 01:35 | 01:41 | 03:37 | 00:16 | 00:11 |
 | Crystalys | 92 | 62.59% | 87.5 | 64.13% | +18.68% | +22.83% | -20.65% | -9.06% | 26:17 | 16:03 | 23:41 | 26:17 | 28:29 | 36:58 | 04:48 | 03:33 |
 | Blink Dagger | 112 | 76.19% | 85.7 | 62.50% | +22.50% | +12.50% | -16.07% | -2.22% | 20:56 | 08:32 | 14:15 | 18:14 | 27:08 | 51:21 | 12:53 | 09:32 |
 | Shadow Blade | 104 | 70.75% | 83.9 | 60.58% | +11.74% | +12.50% | +8.65% | -0.63% | 20:28 | 13:26 | 17:00 | 18:56 | 23:05 | 39:57 | 06:05 | 04:30 |
 | Magic Wand | 97 | 65.99% | 82.1 | 60.82% | +10.82% | +1.68% | +5.85% | 0.59% | 07:02 | -01:29 | 03:45 | 06:23 | 10:49 | 20:07 | 07:04 | 05:14 |
 | Magic Stick | 126 | 85.71% | 80.4 | 58.73% | +11.11% | +6.90% | -0.67% | -3.18% | 02:09 | -01:30 | -01:29 | 01:17 | 03:52 | 21:51 | 05:21 | 03:57 |
 | Boots of Speed | 147 | 100.00% | 78.6 | 57.14% | +57.14% | +2.32% | -16.60% | -11.35% | 03:24 | -01:29 | 02:44 | 03:26 | 04:24 | 09:22 | 01:40 | 01:14 |
 | Quelling Blade | 123 | 83.67% | 76.8 | 57.72% | +3.55% | +6.80% | -15.78% | -22.58% | -00:55 | -01:30 | -01:29 | -01:29 | -01:28 | 08:17 | 00:01 | 00:00 |
 | Black King Bar | 108 | 73.47% | 75.0 | 58.33% | +4.48% | +15.74% | -13.89% | -7.14% | 25:30 | 18:21 | 22:09 | 24:08 | 26:18 | 49:38 | 04:09 | 03:04 |
 | Echo Sabre | 120 | 81.63% | 73.2 | 57.50% | +1.94% | +19.17% | +5.83% | -4.37% | 13:25 | 09:35 | 11:17 | 12:05 | 14:20 | 29:28 | 03:03 | 02:15 |
 | Power Treads | 117 | 79.59% | 71.4 | 56.41% | -3.59% | +9.11% | -1.24% | -6.98% | 06:22 | 03:40 | 05:17 | 05:48 | 06:46 | 14:34 | 01:29 | 01:05 |
 | Aghanim's Shard | 110 | 74.83% | 69.6 | 56.36% | -3.10% | +15.07% | -11.92% | -7.75% | 18:03 | 15:00 | 15:09 | 15:57 | 18:38 | 48:28 | 03:29 | 02:34 |
 | Ring of Protection | 49 | 33.33% | 67.9 | 61.22% | +6.12% | -36.22% | +22.11% | 1.96% | 22:08 | -01:29 | 03:20 | 29:23 | 33:02 | 46:25 | 29:42 | 22:00 |
 | Void Stone | 15 | 10.20% | 66.1 | 73.33% | +18.03% | +26.67% | +1.67% | -1.22% | 34:13 | 19:25 | 23:44 | 30:23 | 44:14 | 52:43 | 20:30 | 15:11 |
 | Swift Blink | 10 | 6.80% | 64.3 | 80.00% | +24.53% | +20.00% | -30.00% | -7.54% | 48:51 | 43:43 | 45:04 | 46:58 | 51:42 | 57:50 | 06:38 | 04:54 |
 | Wind Lace | 33 | 22.45% | 62.5 | 57.58% | +0.56% | +17.42% | +4.92% | -1.79% | 08:28 | 00:47 | 04:33 | 06:57 | 11:32 | 22:27 | 06:59 | 05:10 |
 | Overwhelming Blink | 4 | 2.72% | 60.7 | 100.00% | +44.06% | 0.00% | 0.00% | 0.00% | 41:53 | 30:19 | 30:19 | 36:39 | 47:34 | 52:58 | 17:15 | 12:46 |
 | Wraith Band | 27 | 18.37% | 58.9 | 55.56% | -1.94% | -41.27% | +1.58% | 42.85% | 00:05 | -01:29 | -01:29 | -01:28 | 01:40 | 02:20 | 03:09 | 02:20 |
 | Ring of Health | 6 | 4.08% | 57.1 | 83.33% | +27.30% | +16.67% | +16.67% | 0.00% | 41:31 | 21:56 | 25:57 | 46:51 | 50:54 | 52:43 | 24:57 | 18:28 |
 | Eul's Scepter of Divinity | 6 | 4.08% | 55.4 | 83.33% | +27.30% | +16.67% | -83.33% | 0.00% | 28:20 | 22:40 | 23:52 | 27:29 | 31:41 | 33:38 | 07:49 | 05:47 |
 | Refresher Orb | 3 | 2.04% | 53.6 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 51:38 | 50:53 | 50:53 | 50:54 | 53:06 | 53:06 | 02:13 | 01:38 |
 | Phase Boots | 12 | 8.16% | 51.8 | 58.33% | +1.29% | +8.34% | +8.34% | 0.00% | 09:11 | 05:37 | 06:30 | 07:23 | 11:38 | 15:29 | 05:08 | 03:48 |
 | Chainmail | 12 | 8.16% | 50.0 | 58.33% | +1.29% | -25.00% | +8.34% | 7.52% | 08:15 | 04:06 | 04:56 | 06:57 | 09:22 | 14:48 | 04:26 | 03:17 |
 | Tranquil Boots | 15 | 10.20% | 48.2 | 53.33% | -4.25% | +46.67% | -28.33% | -16.85% | 09:38 | 03:04 | 04:02 | 07:08 | 08:29 | 38:26 | 04:27 | 03:17 |
 | Fluffy Hat | 8 | 5.44% | 46.4 | 62.50% | +5.67% | -12.50% | -12.50% | 0.00% | 27:22 | 19:14 | 21:31 | 25:22 | 32:38 | 35:36 | 11:07 | 08:14 |
 | Force Staff | 8 | 5.44% | 44.6 | 62.50% | +5.67% | +37.50% | -12.50% | 0.00% | 28:58 | 22:58 | 23:45 | 28:47 | 32:39 | 35:36 | 08:54 | 06:35 |
 | Monkey King Bar | 4 | 2.72% | 42.9 | 75.00% | +18.36% | +25.00% | +25.00% | 0.00% | 41:35 | 29:43 | 29:43 | 34:51 | 43:43 | 58:02 | 14:00 | 10:22 |
 | Javelin | 4 | 2.72% | 41.1 | 75.00% | +18.36% | +25.00% | +25.00% | 0.00% | 41:00 | 28:28 | 28:28 | 34:43 | 43:36 | 57:12 | 15:08 | 11:12 |
 | Crown | 2 | 1.36% | 39.3 | 100.00% | +43.45% | 0.00% | 0.00% | 0.00% | 19:55 | 18:29 | 18:29 | 21:21 | 21:21 | 21:21 | 02:52 | 02:07 |
 | Veil of Discord | 2 | 1.36% | 37.5 | 100.00% | +43.45% | 0.00% | 0.00% | 0.00% | 20:38 | 19:02 | 19:02 | 22:14 | 22:14 | 22:14 | 03:12 | 02:22 |
 | Bloodthorn | 2 | 1.36% | 35.7 | 100.00% | +43.45% | 0.00% | 0.00% | 0.00% | 47:30 | 45:12 | 45:12 | 49:48 | 49:48 | 49:48 | 04:36 | 03:24 |
 | Mage Slayer | 2 | 1.36% | 33.9 | 100.00% | +43.45% | 0.00% | 0.00% | 0.00% | 47:17 | 45:12 | 45:12 | 49:22 | 49:22 | 49:22 | 04:10 | 03:05 |
 | Divine Rapier | 2 | 1.36% | 32.1 | 100.00% | +43.45% | 0.00% | 0.00% | 0.00% | 59:05 | 58:17 | 58:17 | 59:53 | 59:53 | 59:53 | 01:36 | 01:11 |
 | Ring of Basilius | 2 | 1.36% | 30.4 | 100.00% | +43.45% | 0.00% | 0.00% | 0.00% | 07:48 | 06:51 | 06:51 | 08:45 | 08:45 | 08:45 | 01:54 | 01:24 |
 | Hand of Midas | 9 | 6.12% | 28.6 | 44.44% | -13.53% | +55.56% | -44.44% | 0.00% | 08:37 | 06:14 | 07:18 | 08:10 | 10:13 | 11:09 | 02:55 | 02:09 |
 | Soul Ring | 16 | 10.88% | 26.8 | 31.25% | -29.06% | -6.25% | +18.75% | 4.37% | 07:15 | 02:34 | 03:37 | 06:20 | 09:20 | 20:52 | 05:43 | 04:14 |
 | Orchid Malevolence | 4 | 2.72% | 25.0 | 50.00% | -7.34% | -50.00% | +50.00% | 0.00% | 42:15 | 36:18 | 36:18 | 38:48 | 44:14 | 49:40 | 07:56 | 05:52 |
 | Bracer | 9 | 6.12% | 23.2 | 33.33% | -25.37% | +16.67% | -33.33% | 0.00% | 02:17 | -01:29 | 01:22 | 02:08 | 03:36 | 05:00 | 02:14 | 01:39 |
 | Butterfly | 1 | 0.68% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 40:29 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.68% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 22:37 | 00:00 | 00:00 |
 | Yasha | 1 | 0.68% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 19:52 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.68% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 12:26 | 00:00 | 00:00 |
 | Sange | 2 | 1.36% | 14.3 | 50.00% | -7.24% | +50.00% | 0.00% | 0.00% | 34:23 | 22:12 | 22:12 | 46:33 | 46:33 | 46:33 | 24:21 | 18:02 |
 | Lotus Orb | 2 | 1.36% | 12.5 | 50.00% | -7.24% | +50.00% | 0.00% | 0.00% | 36:19 | 25:46 | 25:46 | 46:51 | 46:51 | 46:51 | 21:05 | 15:37 |
 | Kaya | 3 | 2.04% | 10.7 | 33.33% | -24.31% | -33.33% | 0.00% | 0.00% | 26:09 | 23:46 | 23:46 | 24:02 | 30:38 | 30:38 | 06:52 | 05:05 |
 | Ghost Scepter | 4 | 2.72% | 8.9 | 25.00% | -33.04% | -25.00% | +75.00% | 0.00% | 26:22 | 16:45 | 16:45 | 24:41 | 28:26 | 35:37 | 11:41 | 08:39 |
 | Helm of Iron Will | 2 | 1.36% | 7.1 | 0.00% | -57.93% | 0.00% | 0.00% | 0.00% | 36:43 | 35:47 | 35:47 | 37:39 | 37:39 | 37:39 | 01:52 | 01:22 |
 | Aghanim's Scepter | 1 | 0.68% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 44:15 | 00:00 | 00:00 |
 | Nullifier | 2 | 1.36% | 3.6 | 0.00% | -57.93% | 0.00% | 0.00% | 0.00% | 37:04 | 36:17 | 36:17 | 37:50 | 37:50 | 37:50 | 01:33 | 01:08 |
 | Ethereal Blade | 1 | 0.68% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 00:00 | 00:00 |