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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 | |
 | Satanic | 27 | 29.03% | 100.0 | 74.07% | +31.65% | -2.64% | -2.64% | 0.00% | 34:08 | 23:37 | 30:33 | 33:03 | 35:05 | 52:13 | 04:32 | 03:21 |
 | Eye of Skadi | 40 | 43.01% | 97.6 | 65.00% | +23.49% | +5.00% | -5.00% | -1.97% | 28:02 | 21:05 | 24:43 | 26:52 | 29:47 | 41:14 | 05:04 | 03:45 |
 | Linken's Sphere | 10 | 10.75% | 95.2 | 80.00% | +31.81% | +20.00% | +20.00% | 0.00% | 31:57 | 22:06 | 26:16 | 30:56 | 36:55 | 46:42 | 10:39 | 07:53 |
 | Fluffy Hat | 19 | 20.43% | 92.9 | 68.42% | +21.12% | -28.42% | +11.58% | 4.12% | 34:20 | 18:25 | 28:55 | 33:51 | 38:37 | 49:19 | 09:42 | 07:11 |
 | Force Staff | 19 | 20.43% | 90.5 | 68.42% | +21.12% | -28.42% | +11.58% | 4.12% | 34:26 | 18:26 | 28:55 | 33:52 | 38:37 | 49:19 | 09:42 | 07:11 |
 | Daedalus | 27 | 29.03% | 88.1 | 62.96% | +15.99% | +22.75% | -34.39% | -9.68% | 30:22 | 20:27 | 26:24 | 29:08 | 32:18 | 49:03 | 05:54 | 04:22 |
 | Boots of Speed | 93 | 100.00% | 85.7 | 51.61% | +51.61% | -16.83% | +4.91% | 13.73% | 04:05 | 00:42 | 03:15 | 04:01 | 04:50 | 08:14 | 01:35 | 01:10 |
 | Power Treads | 93 | 100.00% | 83.3 | 51.61% | +51.61% | +13.61% | -16.83% | -21.49% | 05:53 | 03:21 | 05:07 | 05:42 | 06:32 | 09:59 | 01:25 | 01:02 |
 | Dragon Lance | 93 | 100.00% | 81.0 | 51.61% | +51.61% | +9.26% | -12.48% | -12.08% | 12:34 | 08:47 | 11:36 | 12:33 | 13:24 | 22:32 | 01:48 | 01:20 |
 | Mask of Madness | 76 | 81.72% | 78.6 | 52.63% | +5.57% | +10.53% | -10.52% | -14.03% | 10:02 | 07:19 | 09:04 | 09:43 | 10:34 | 23:00 | 01:30 | 01:06 |
 | Black King Bar | 87 | 93.55% | 76.2 | 51.72% | +1.72% | +16.46% | -10.81% | -12.49% | 18:31 | 14:32 | 17:12 | 17:52 | 19:23 | 32:04 | 02:11 | 01:37 |
 | Morbid Mask | 81 | 87.10% | 73.8 | 51.85% | +1.85% | +3.15% | -6.85% | -5.61% | 09:09 | 05:18 | 06:51 | 07:41 | 08:38 | 32:25 | 01:47 | 01:19 |
 | Quelling Blade | 80 | 86.02% | 71.4 | 51.25% | -2.60% | -6.25% | +3.75% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | -00:34 | 00:00 | 00:00 |
 | Hurricane Pike | 17 | 18.28% | 69.0 | 64.71% | +16.03% | -39.71% | +35.29% | 6.50% | 34:52 | 18:42 | 28:12 | 33:54 | 39:44 | 49:36 | 11:32 | 08:32 |
 | Crystalys | 59 | 63.44% | 66.7 | 50.85% | -2.09% | +22.48% | -17.52% | -8.16% | 24:01 | 15:21 | 20:57 | 22:44 | 25:51 | 40:20 | 04:54 | 03:37 |
 | Magic Stick | 71 | 76.34% | 64.3 | 49.30% | -9.79% | -10.41% | +0.70% | 11.11% | 01:20 | -01:30 | -01:29 | -01:28 | 02:03 | 15:15 | 03:32 | 02:37 |
 | Manta Style | 26 | 27.96% | 61.9 | 57.69% | +8.44% | -0.55% | -7.69% | -0.99% | 20:08 | 15:30 | 16:34 | 18:34 | 23:47 | 29:47 | 07:13 | 05:20 |
 | Magic Wand | 66 | 70.97% | 59.5 | 48.48% | -10.78% | +4.46% | +1.52% | -0.48% | 06:53 | 01:37 | 03:46 | 05:55 | 09:51 | 17:34 | 06:05 | 04:30 |
 | Aghanim's Shard | 52 | 55.91% | 57.1 | 50.00% | -3.66% | +19.23% | -26.92% | -7.65% | 26:56 | 20:06 | 23:37 | 26:47 | 29:39 | 37:49 | 06:02 | 04:28 |
 | Yasha | 29 | 31.18% | 54.8 | 51.72% | +0.16% | -23.15% | +5.42% | 9.74% | 15:40 | 12:20 | 13:00 | 14:38 | 15:56 | 27:38 | 02:56 | 02:10 |
 | Ring of Protection | 3 | 3.23% | 52.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:34 | 34:26 | 34:26 | 35:03 | 46:13 | 46:13 | 11:47 | 08:43 |
 | Butterfly | 21 | 22.58% | 50.0 | 52.38% | +0.99% | +7.62% | -12.38% | -1.90% | 34:37 | 22:12 | 27:15 | 34:47 | 37:48 | 1:03:08 | 10:33 | 07:48 |
 | Void Stone | 15 | 16.13% | 47.6 | 53.33% | +2.05% | +21.67% | -28.33% | 0.00% | 37:15 | 21:46 | 26:41 | 36:43 | 43:44 | 56:18 | 17:03 | 12:37 |
 | Ring of Health | 15 | 16.13% | 45.2 | 53.33% | +2.05% | +21.67% | -53.33% | 0.00% | 38:49 | 21:45 | 26:00 | 36:43 | 46:26 | 1:09:48 | 20:26 | 15:08 |
 | Shadow Blade | 9 | 9.68% | 42.9 | 55.56% | +4.37% | +44.44% | -55.56% | 0.00% | 30:25 | 22:40 | 23:35 | 29:08 | 31:10 | 47:47 | 07:35 | 05:37 |
 | Buckler | 2 | 2.15% | 40.5 | 100.00% | +49.45% | 0.00% | 0.00% | 0.00% | 40:20 | 34:26 | 34:26 | 46:13 | 46:13 | 46:13 | 11:47 | 08:43 |
 | Silver Edge | 7 | 7.53% | 38.1 | 57.14% | +5.98% | +42.86% | -57.14% | 0.00% | 28:12 | 23:10 | 23:35 | 25:07 | 30:06 | 40:20 | 06:31 | 04:49 |
 | Wind Lace | 3 | 3.23% | 35.7 | 66.67% | +15.56% | +33.33% | 0.00% | 0.00% | 11:05 | 08:57 | 08:57 | 10:31 | 13:46 | 13:46 | 04:49 | 03:34 |
 | Monkey King Bar | 4 | 4.30% | 33.3 | 50.00% | -1.69% | +50.00% | +50.00% | 0.00% | 35:58 | 25:08 | 25:08 | 30:55 | 41:06 | 46:41 | 15:58 | 11:49 |
 | Wraith Band | 4 | 4.30% | 31.0 | 50.00% | -1.69% | +50.00% | -50.00% | 0.00% | 03:02 | 01:45 | 01:45 | 02:03 | 02:24 | 05:55 | 00:39 | 00:28 |
 | Javelin | 4 | 4.30% | 28.6 | 50.00% | -1.69% | +50.00% | +50.00% | 0.00% | 35:10 | 24:53 | 24:53 | 29:37 | 40:46 | 45:22 | 15:53 | 11:45 |
 | Assault Cuirass | 1 | 1.08% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 46:39 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.08% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 00:00 | 00:00 |
 | Refresher Orb | 7 | 7.53% | 21.4 | 14.29% | -40.36% | -14.29% | +35.71% | 0.00% | 54:15 | 40:12 | 46:31 | 54:19 | 56:19 | 1:09:48 | 09:48 | 07:15 |
 | Divine Rapier | 1 | 1.08% | 19.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.08% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Octarine Core | 1 | 1.08% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 43:46 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.08% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 46:56 | 00:00 | 00:00 |
 | Aghanim's Scepter | 4 | 4.30% | 9.5 | 0.00% | -53.93% | 0.00% | 0.00% | 0.00% | 44:11 | 36:49 | 36:49 | 39:31 | 41:18 | 59:07 | 04:29 | 03:19 |
 | Aghanim's Blessing | 1 | 1.08% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:07 | 59:07 | 59:07 | 59:07 | 59:07 | 59:07 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.08% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 2.15% | 2.4 | 0.00% | -52.75% | 0.00% | 0.00% | 0.00% | 50:02 | 47:42 | 47:42 | 52:22 | 52:22 | 52:22 | 04:40 | 03:27 |