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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 | |
 | Swift Blink | 26 | 9.74% | 100.0 | 88.46% | +43.65% | +11.54% | -21.79% | 0.00% | 38:10 | 26:38 | 33:41 | 36:40 | 40:11 | 1:13:42 | 06:30 | 04:48 |
 | Blink Dagger | 40 | 14.98% | 98.1 | 80.00% | +36.39% | +20.00% | -10.00% | -2.81% | 33:42 | 21:57 | 27:18 | 32:35 | 37:58 | 1:13:18 | 10:40 | 07:54 |
 | Silver Edge | 58 | 21.72% | 96.2 | 68.97% | +25.43% | +17.70% | -4.68% | -3.95% | 30:17 | 21:41 | 27:22 | 29:26 | 33:02 | 41:54 | 05:40 | 04:11 |
 | Satanic | 17 | 6.37% | 94.2 | 82.35% | +35.55% | -7.35% | -32.35% | 0.00% | 35:16 | 20:58 | 28:26 | 36:13 | 40:07 | 46:20 | 11:41 | 08:39 |
 | Shadow Blade | 63 | 23.60% | 92.3 | 65.08% | +20.96% | +9.92% | -8.83% | -3.28% | 29:10 | 21:41 | 25:45 | 28:21 | 31:28 | 41:51 | 05:43 | 04:14 |
 | Force Staff | 36 | 13.48% | 90.4 | 69.44% | +23.55% | +8.34% | -25.00% | -3.75% | 32:30 | 21:31 | 27:28 | 32:21 | 36:21 | 46:14 | 08:53 | 06:34 |
 | Fluffy Hat | 36 | 13.48% | 88.5 | 69.44% | +23.55% | +8.34% | -13.88% | -2.45% | 32:10 | 21:31 | 26:41 | 30:20 | 35:46 | 46:14 | 09:05 | 06:43 |
 | Hurricane Pike | 35 | 13.11% | 86.5 | 68.57% | +22.45% | +9.21% | -24.13% | -3.86% | 32:39 | 21:55 | 27:40 | 32:52 | 36:18 | 46:14 | 08:38 | 06:23 |
 | Daedalus | 73 | 27.34% | 84.6 | 61.64% | +17.31% | +27.25% | -17.20% | -5.21% | 32:50 | 23:07 | 27:33 | 32:24 | 36:05 | 48:59 | 08:32 | 06:19 |
 | Crystalys | 162 | 60.67% | 82.7 | 55.56% | +16.51% | +17.61% | -20.56% | -6.90% | 27:51 | 17:05 | 24:27 | 27:01 | 29:59 | 50:04 | 05:32 | 04:05 |
 | Eye of Skadi | 228 | 85.39% | 80.8 | 53.95% | +33.44% | +32.01% | -34.65% | -18.69% | 23:18 | 16:27 | 21:02 | 22:42 | 24:36 | 41:46 | 03:34 | 02:38 |
 | Monkey King Bar | 39 | 14.61% | 78.8 | 64.10% | +17.61% | +15.90% | -4.10% | -1.89% | 33:49 | 21:33 | 27:43 | 32:25 | 38:17 | 51:40 | 10:34 | 07:49 |
 | Javelin | 51 | 19.10% | 76.9 | 60.78% | +14.48% | +0.76% | +0.76% | 0.00% | 31:24 | 17:14 | 25:19 | 29:43 | 35:20 | 51:29 | 10:01 | 07:25 |
 | Magic Stick | 214 | 80.15% | 75.0 | 51.40% | +11.78% | -10.66% | -6.12% | 2.62% | 01:49 | -01:30 | -01:29 | -01:28 | 03:13 | 20:13 | 04:42 | 03:28 |
 | Butterfly | 72 | 26.97% | 73.1 | 56.94% | +10.79% | +9.73% | -6.94% | -1.83% | 28:36 | 17:35 | 24:05 | 26:58 | 33:13 | 51:08 | 09:08 | 06:45 |
 | Manta Style | 242 | 90.64% | 71.2 | 50.41% | +14.41% | +18.44% | -17.08% | -12.39% | 16:48 | 11:28 | 14:48 | 16:12 | 17:40 | 33:09 | 02:52 | 02:07 |
 | Yasha | 263 | 98.50% | 69.2 | 49.81% | +49.81% | +4.74% | -17.99% | -8.69% | 12:32 | 08:07 | 11:03 | 12:32 | 13:40 | 19:50 | 02:37 | 01:56 |
 | Magic Wand | 220 | 82.40% | 67.3 | 50.45% | +7.90% | -5.00% | +0.46% | 0.74% | 06:45 | -01:29 | 02:45 | 05:54 | 10:08 | 27:18 | 07:23 | 05:28 |
 | Boots of Speed | 267 | 100.00% | 65.4 | 49.06% | +49.06% | +3.18% | -5.78% | -4.59% | 04:12 | 01:23 | 03:18 | 04:04 | 05:15 | 07:59 | 01:57 | 01:26 |
 | Power Treads | 267 | 100.00% | 63.5 | 49.06% | +49.06% | +10.64% | -13.24% | -18.61% | 06:08 | 03:18 | 05:27 | 06:07 | 06:44 | 10:21 | 01:17 | 00:57 |
 | Quelling Blade | 215 | 80.52% | 61.5 | 49.77% | +3.62% | -5.33% | +2.08% | 0.00% | -01:11 | -01:30 | -01:29 | -01:29 | -01:29 | 07:43 | 00:00 | 00:00 |
 | Void Stone | 30 | 11.24% | 59.6 | 63.33% | +16.07% | -13.33% | -20.47% | -0.71% | 35:34 | 18:28 | 28:43 | 31:10 | 38:47 | 1:10:00 | 10:04 | 07:27 |
 | Black King Bar | 109 | 40.82% | 57.7 | 52.29% | +5.45% | -4.14% | -11.55% | -1.20% | 32:26 | 20:06 | 29:09 | 32:02 | 35:20 | 52:59 | 06:11 | 04:34 |
 | Linken's Sphere | 19 | 7.12% | 55.8 | 68.42% | +20.84% | -8.42% | +11.58% | 0.00% | 31:24 | 22:19 | 28:30 | 30:31 | 34:41 | 43:26 | 06:11 | 04:34 |
 | Morbid Mask | 21 | 7.87% | 53.8 | 66.67% | +19.11% | -6.67% | -26.67% | 0.00% | 33:36 | 08:29 | 27:08 | 33:59 | 40:21 | 46:36 | 13:13 | 09:47 |
 | Aghanim's Scepter | 39 | 14.61% | 51.9 | 58.97% | +11.60% | +11.03% | -8.97% | -2.34% | 31:21 | 18:56 | 25:21 | 28:36 | 33:54 | 57:34 | 08:33 | 06:20 |
 | Ring of Health | 27 | 10.11% | 50.0 | 62.96% | +15.46% | -20.10% | -20.10% | 0.00% | 36:14 | 18:28 | 28:43 | 32:36 | 38:47 | 1:10:00 | 10:04 | 07:27 |
 | Aghanim's Shard | 42 | 15.73% | 48.1 | 57.14% | +9.58% | +6.50% | -7.14% | -1.20% | 36:30 | 22:48 | 30:05 | 33:53 | 41:26 | 1:03:08 | 11:21 | 08:24 |
 | Wraith Band | 77 | 28.84% | 46.2 | 51.95% | +4.06% | +0.68% | -4.58% | -5.26% | 02:28 | -01:29 | 01:40 | 02:10 | 02:38 | 11:15 | 00:58 | 00:42 |
 | Dragon Lance | 185 | 69.29% | 44.2 | 47.03% | -6.63% | +26.88% | -14.42% | -14.93% | 12:13 | 08:18 | 09:37 | 10:34 | 12:23 | 46:14 | 02:46 | 02:02 |
 | Wind Lace | 57 | 21.35% | 42.3 | 47.37% | -2.15% | -18.80% | +2.63% | 3.97% | 09:48 | 01:28 | 06:29 | 09:42 | 11:53 | 21:37 | 05:24 | 04:00 |
 | Moon Shard | 9 | 3.37% | 40.4 | 66.67% | +18.22% | +33.33% | +33.33% | 0.00% | 48:18 | 36:04 | 41:51 | 48:06 | 51:45 | 57:22 | 09:54 | 07:20 |
 | Bloodthorn | 3 | 1.12% | 38.5 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 38:34 | 27:04 | 27:04 | 40:00 | 48:38 | 48:38 | 21:34 | 15:58 |
 | Mage Slayer | 3 | 1.12% | 36.5 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 33:33 | 26:29 | 26:29 | 34:37 | 39:32 | 39:32 | 13:03 | 09:40 |
 | Sange and Yasha | 12 | 4.49% | 34.6 | 58.33% | +9.70% | +41.67% | +8.34% | 0.00% | 19:44 | 14:50 | 15:41 | 17:20 | 20:17 | 30:41 | 04:36 | 03:24 |
 | Sange | 12 | 4.49% | 32.7 | 58.33% | +9.70% | +41.67% | +8.34% | 0.00% | 19:27 | 14:50 | 15:23 | 16:46 | 20:04 | 30:41 | 04:41 | 03:28 |
 | Refresher Orb | 8 | 3.00% | 30.8 | 62.50% | +13.85% | +37.50% | +37.50% | 0.00% | 53:16 | 38:48 | 44:09 | 54:38 | 55:40 | 1:10:10 | 11:31 | 08:31 |
 | Aghanim's Blessing | 12 | 4.49% | 28.8 | 50.00% | +0.98% | +50.00% | -50.00% | 0.00% | 46:10 | 36:55 | 41:06 | 43:56 | 48:37 | 57:34 | 07:31 | 05:34 |
 | Orchid Malevolence | 4 | 1.50% | 26.9 | 75.00% | +26.33% | +25.00% | +25.00% | 0.00% | 33:49 | 23:45 | 23:45 | 30:38 | 34:19 | 46:33 | 10:34 | 07:49 |
 | Mjollnir | 7 | 2.62% | 25.0 | 42.86% | -6.37% | +7.14% | +7.14% | 0.00% | 32:29 | 24:06 | 25:32 | 32:17 | 34:37 | 39:33 | 09:05 | 06:43 |
 | Maelstrom | 8 | 3.00% | 23.1 | 37.50% | -11.92% | +12.50% | +12.50% | 0.00% | 28:40 | 22:13 | 22:19 | 29:15 | 30:36 | 35:20 | 08:17 | 06:08 |
 | Shiva's Guard | 1 | 0.37% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:43 | 28:43 | 28:43 | 28:43 | 28:43 | 28:43 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.37% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Divine Rapier | 17 | 6.37% | 17.3 | 23.53% | -27.27% | +1.47% | -23.53% | 0.00% | 44:19 | 33:06 | 39:42 | 45:22 | 49:26 | 52:55 | 09:44 | 07:12 |
 | Aeon Disk | 2 | 0.75% | 15.4 | 50.00% | +0.94% | +50.00% | 0.00% | 0.00% | 56:44 | 56:14 | 56:14 | 57:14 | 57:14 | 57:14 | 01:00 | 00:44 |
 | Helm of Iron Will | 1 | 0.37% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Crown | 1 | 0.37% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 08:22 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.37% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.37% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 10:45 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.37% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 04:18 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.37% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 13:29 | 00:00 | 00:00 |
 | Bottle | 1 | 0.37% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 01:17 | 00:00 | 00:00 |