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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 | 60 | 23.35% | 100.0 | 75.00% | +31.35% | -8.33% | -8.33% | 0.00% | 33:35 | 23:37 | 30:20 | 32:25 | 36:03 | 52:13 | 05:43 | 04:14 |
 | Eye of Skadi | 99 | 38.52% | 98.0 | 64.65% | +22.24% | +15.35% | -8.65% | -5.63% | 28:13 | 21:05 | 25:35 | 27:09 | 29:51 | 41:14 | 04:16 | 03:09 |
 | Daedalus | 59 | 22.96% | 96.1 | 66.10% | +19.64% | +20.57% | -26.10% | -8.33% | 30:24 | 20:27 | 26:42 | 30:24 | 32:18 | 49:03 | 05:36 | 04:08 |
 | Fluffy Hat | 58 | 22.57% | 94.1 | 65.52% | +18.79% | -5.52% | +5.91% | 1.36% | 30:11 | 17:57 | 25:26 | 28:21 | 33:51 | 49:19 | 08:25 | 06:14 |
 | Force Staff | 58 | 22.57% | 92.2 | 65.52% | +18.79% | -12.19% | +5.91% | 1.91% | 30:44 | 18:26 | 25:40 | 30:05 | 35:09 | 49:19 | 09:29 | 07:01 |
 | Linken's Sphere | 23 | 8.95% | 90.2 | 73.91% | +25.19% | +9.42% | -7.24% | 0.00% | 32:25 | 22:06 | 27:20 | 31:43 | 36:55 | 46:42 | 09:35 | 07:05 |
 | Hurricane Pike | 54 | 21.01% | 88.2 | 62.96% | +15.18% | -20.10% | +6.27% | 2.80% | 31:21 | 18:42 | 26:01 | 30:21 | 35:26 | 49:36 | 09:25 | 06:58 |
 | Wind Lace | 29 | 11.28% | 86.3 | 68.97% | +20.29% | +16.74% | -26.11% | -12.01% | 10:44 | 04:27 | 08:54 | 10:47 | 12:28 | 17:17 | 03:34 | 02:38 |
 | Boots of Speed | 257 | 100.00% | 84.3 | 50.97% | +50.97% | -11.91% | +3.72% | 8.76% | 04:00 | -01:29 | 03:09 | 03:58 | 04:56 | 11:24 | 01:47 | 01:19 |
 | Power Treads | 255 | 99.22% | 82.4 | 50.98% | +0.98% | +9.96% | -7.23% | -12.28% | 05:54 | 03:21 | 05:09 | 05:46 | 06:33 | 09:59 | 01:24 | 01:02 |
 | Black King Bar | 239 | 93.00% | 80.4 | 51.05% | +1.05% | +13.95% | -7.72% | -7.43% | 18:58 | 14:32 | 17:14 | 18:36 | 20:09 | 32:04 | 02:55 | 02:09 |
 | Quelling Blade | 174 | 67.70% | 78.4 | 52.30% | +4.11% | +9.06% | -3.46% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:34 | 00:00 | 00:00 |
 | Dragon Lance | 244 | 94.94% | 76.5 | 50.82% | -3.03% | +8.20% | -14.75% | -9.43% | 12:30 | 07:54 | 11:16 | 12:37 | 13:42 | 22:32 | 02:26 | 01:48 |
 | Morbid Mask | 215 | 83.66% | 74.5 | 50.70% | -1.68% | +10.41% | -2.55% | -7.48% | 09:35 | 05:18 | 06:57 | 07:44 | 08:41 | 39:09 | 01:44 | 01:17 |
 | Yasha | 106 | 41.25% | 72.5 | 53.77% | +4.76% | +1.79% | +7.77% | 1.53% | 15:46 | 09:28 | 13:00 | 14:38 | 16:54 | 30:53 | 03:54 | 02:53 |
 | Manta Style | 90 | 35.02% | 70.6 | 54.44% | +5.34% | +15.13% | -18.08% | -5.61% | 19:54 | 13:37 | 16:37 | 18:23 | 22:32 | 31:00 | 05:55 | 04:22 |
 | Crystalys | 134 | 52.14% | 68.6 | 52.24% | +2.65% | +15.41% | -12.85% | -4.51% | 24:53 | 15:21 | 21:08 | 23:06 | 27:24 | 42:39 | 06:16 | 04:38 |
 | Magic Wand | 204 | 79.38% | 66.7 | 50.00% | -4.72% | +4.90% | -4.90% | -1.23% | 05:57 | -01:29 | 02:24 | 04:38 | 10:21 | 23:04 | 07:57 | 05:53 |
 | Mask of Madness | 194 | 75.49% | 64.7 | 50.00% | -3.97% | +7.14% | -14.58% | -15.15% | 10:01 | 07:19 | 09:12 | 09:51 | 10:38 | 23:00 | 01:26 | 01:03 |
 | Magic Stick | 192 | 74.71% | 62.7 | 50.00% | -3.85% | -4.17% | -6.25% | -2.08% | 01:02 | -01:30 | -01:29 | -01:29 | 01:39 | 18:39 | 03:08 | 02:19 |
 | Butterfly | 45 | 17.51% | 60.8 | 55.56% | +5.56% | -10.11% | +8.08% | 1.72% | 33:27 | 22:12 | 27:15 | 33:13 | 37:48 | 1:03:08 | 10:33 | 07:48 |
 | Void Stone | 34 | 13.23% | 58.8 | 55.88% | +5.66% | +10.79% | -43.38% | -5.60% | 35:02 | 21:46 | 29:02 | 32:09 | 38:42 | 56:18 | 09:40 | 07:09 |
 | Wraith Band | 43 | 16.73% | 56.9 | 53.49% | +3.02% | +1.06% | -8.04% | -7.58% | 02:55 | -01:29 | 01:33 | 02:02 | 02:45 | 15:52 | 01:12 | 00:53 |
 | Sange | 9 | 3.50% | 54.9 | 77.78% | +27.78% | +22.22% | -27.78% | 0.00% | 24:01 | 19:17 | 21:13 | 22:53 | 26:07 | 31:48 | 04:54 | 03:37 |
 | Aghanim's Shard | 110 | 42.80% | 52.9 | 46.36% | -8.06% | +7.21% | -13.03% | -3.27% | 27:13 | 19:45 | 23:53 | 27:04 | 30:04 | 38:12 | 06:11 | 04:34 |
 | Silver Edge | 26 | 10.12% | 51.0 | 57.69% | +7.47% | +13.74% | -7.69% | 0.00% | 29:39 | 23:10 | 25:25 | 27:10 | 32:14 | 42:39 | 06:49 | 05:02 |
 | Ring of Health | 33 | 12.84% | 49.0 | 54.55% | +4.10% | +20.45% | -29.55% | -4.00% | 36:04 | 21:45 | 27:30 | 34:44 | 40:00 | 1:09:48 | 12:30 | 09:15 |
 | Ring of Protection | 6 | 2.33% | 47.1 | 83.33% | +33.13% | -33.33% | +16.67% | 0.00% | 34:16 | 22:43 | 32:07 | 34:26 | 35:03 | 46:13 | 02:56 | 02:10 |
 | Sange and Yasha | 8 | 3.11% | 45.1 | 75.00% | +24.80% | +25.00% | -25.00% | 0.00% | 24:37 | 19:49 | 22:31 | 22:53 | 26:28 | 31:48 | 03:57 | 02:55 |
 | Shadow Blade | 34 | 13.23% | 43.1 | 47.06% | -4.51% | +30.72% | -22.06% | -5.11% | 30:59 | 22:40 | 25:12 | 29:19 | 35:32 | 48:56 | 10:20 | 07:39 |
 | Buckler | 5 | 1.95% | 41.2 | 80.00% | +29.60% | -80.00% | +20.00% | 0.00% | 34:08 | 22:43 | 22:43 | 34:26 | 35:12 | 46:13 | 12:29 | 09:14 |
 | Assault Cuirass | 4 | 1.56% | 39.2 | 75.00% | +24.41% | -75.00% | +25.00% | 0.00% | 35:42 | 24:25 | 24:25 | 34:42 | 37:00 | 46:39 | 12:35 | 09:19 |
 | Aether Lens | 3 | 1.17% | 37.3 | 66.67% | +15.88% | +33.33% | 0.00% | 0.00% | 35:09 | 29:36 | 29:36 | 32:04 | 43:46 | 43:46 | 14:10 | 10:29 |
 | Monkey King Bar | 7 | 2.72% | 35.3 | 42.86% | -8.34% | +57.14% | +7.14% | 0.00% | 34:43 | 25:01 | 25:08 | 33:29 | 40:43 | 46:41 | 15:35 | 11:32 |
 | Javelin | 7 | 2.72% | 33.3 | 42.86% | -8.34% | +57.14% | +7.14% | 0.00% | 33:45 | 24:19 | 24:53 | 33:12 | 38:06 | 45:22 | 13:13 | 09:47 |
 | Refresher Orb | 14 | 5.45% | 31.4 | 28.57% | -23.69% | -3.57% | +4.76% | 0.00% | 49:24 | 37:18 | 41:44 | 46:31 | 55:51 | 1:09:48 | 14:07 | 10:27 |
 | Nullifier | 1 | 0.39% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 33:57 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 0.39% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 30:49 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 0.39% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.39% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 18:07 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.39% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 33:56 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 0.39% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.39% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:29 | 03:29 | 03:29 | 03:29 | 03:29 | 03:29 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 0.39% | 15.7 | 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 |
 | Aghanim's Scepter | 11 | 4.28% | 13.7 | 27.27% | -24.76% | +6.06% | -27.27% | 0.00% | 36:06 | 22:10 | 26:51 | 37:33 | 40:35 | 59:07 | 13:44 | 10:10 |
 | Octarine Core | 2 | 0.78% | 11.8 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 37:55 | 32:04 | 32:04 | 43:46 | 43:46 | 43:46 | 11:42 | 08:40 |
 | Swift Blink | 2 | 0.78% | 9.8 | 50.00% | -0.98% | +50.00% | 0.00% | 0.00% | 44:51 | 36:24 | 36:24 | 53:18 | 53:18 | 53:18 | 16:54 | 12:31 |
 | Divine Rapier | 4 | 1.56% | 7.8 | 25.00% | -26.38% | +75.00% | -25.00% | 0.00% | 49:50 | 25:29 | 25:29 | 52:19 | 53:18 | 1:08:12 | 27:49 | 20:36 |
 | Blink Dagger | 4 | 1.56% | 5.9 | 25.00% | -26.38% | +75.00% | -25.00% | 0.00% | 43:13 | 34:50 | 34:50 | 37:59 | 47:42 | 52:22 | 12:52 | 09:31 |
 | Moon Shard | 2 | 0.78% | 3.9 | 0.00% | -51.37% | 0.00% | 0.00% | 0.00% | 53:52 | 46:56 | 46:56 | 60:47 | 60:47 | 60:47 | 13:51 | 10:15 |
 | Aghanim's Blessing | 2 | 0.78% | 2.0 | 0.00% | -51.37% | 0.00% | 0.00% | 0.00% | 51:15 | 43:22 | 43:22 | 59:07 | 59:07 | 59:07 | 15:45 | 11:40 |