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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 | |
 | Eye of Skadi | 10 | 5.29% | 100.0 | 90.00% | +47.54% | +10.00% | -40.00% | 0.00% | 31:32 | 22:55 | 27:29 | 31:20 | 36:23 | 38:26 | 08:54 | 06:35 |
 | Satanic | 47 | 24.87% | 98.4 | 61.70% | +22.26% | +4.97% | -11.70% | -2.89% | 34:35 | 24:52 | 31:35 | 34:12 | 37:21 | 48:51 | 05:46 | 04:16 |
 | Daedalus | 25 | 13.23% | 96.9 | 68.00% | +26.54% | +15.33% | -18.00% | -5.19% | 30:06 | 23:56 | 25:53 | 27:22 | 32:18 | 52:35 | 06:25 | 04:45 |
 | Bottle | 94 | 49.74% | 95.3 | 56.38% | +22.70% | +6.12% | -8.55% | -14.67% | 01:35 | -00:26 | 01:19 | 01:35 | 01:48 | 05:42 | 00:29 | 00:21 |
 | Sange | 5 | 2.65% | 93.8 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 25:20 | 16:06 | 16:06 | 24:49 | 28:56 | 33:29 | 12:50 | 09:30 |
 | Sange and Yasha | 5 | 2.65% | 92.2 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 25:59 | 16:06 | 16:06 | 25:15 | 31:21 | 33:33 | 15:15 | 11:17 |
 | Hurricane Pike | 108 | 57.14% | 90.6 | 51.85% | +16.05% | +3.71% | 0.00% | -0.41% | 25:03 | 12:33 | 20:14 | 23:50 | 29:23 | 47:02 | 09:09 | 06:46 |
 | Force Staff | 108 | 57.14% | 89.1 | 50.93% | +13.89% | +4.63% | -2.78% | -0.76% | 24:45 | 11:37 | 19:13 | 23:18 | 28:55 | 1:04:02 | 09:42 | 07:11 |
 | Yasha | 38 | 20.11% | 87.5 | 57.89% | +16.17% | +2.11% | +8.78% | 1.29% | 18:37 | 11:57 | 15:32 | 18:25 | 20:43 | 29:50 | 05:11 | 03:50 |
 | Fluffy Hat | 115 | 60.85% | 85.9 | 49.57% | +11.73% | +15.95% | -1.29% | -1.21% | 21:17 | 01:40 | 13:28 | 21:42 | 27:45 | 1:04:02 | 14:17 | 10:34 |
 | Magic Wand | 167 | 88.36% | 84.4 | 46.11% | +9.75% | -3.25% | -3.25% | 0.00% | 05:58 | -01:30 | 03:48 | 05:31 | 07:43 | 19:58 | 03:55 | 02:54 |
 | Crystalys | 125 | 66.14% | 82.8 | 47.20% | +6.57% | +7.64% | -8.49% | -2.31% | 26:35 | 15:54 | 22:14 | 25:26 | 29:13 | 1:04:47 | 06:59 | 05:10 |
 | Power Treads | 188 | 99.47% | 81.3 | 45.21% | +45.21% | +1.60% | -0.53% | -1.50% | 06:58 | 04:32 | 06:13 | 06:55 | 07:38 | 10:57 | 01:25 | 01:02 |
 | Boots of Speed | 189 | 100.00% | 79.7 | 44.97% | +44.97% | -6.67% | -6.67% | 0.00% | 03:18 | -01:29 | 02:41 | 03:16 | 03:51 | 06:44 | 01:10 | 00:51 |
 | Black King Bar | 170 | 89.95% | 78.1 | 45.29% | +3.18% | +17.50% | -19.10% | -9.89% | 19:54 | 14:06 | 17:43 | 19:00 | 21:25 | 34:21 | 03:42 | 02:44 |
 | Dragon Lance | 173 | 91.53% | 76.6 | 45.09% | +1.34% | +17.70% | -17.18% | -11.01% | 12:38 | 08:36 | 10:45 | 12:18 | 13:55 | 25:37 | 03:10 | 02:20 |
 | Magic Stick | 168 | 88.89% | 75.0 | 44.64% | -2.98% | -6.54% | +2.98% | 3.62% | 02:13 | -01:29 | -01:29 | 02:18 | 04:07 | 13:46 | 05:36 | 04:08 |
 | Butterfly | 31 | 16.40% | 73.4 | 54.84% | +11.80% | +20.16% | -29.84% | -6.24% | 34:37 | 24:09 | 29:47 | 34:10 | 37:48 | 47:05 | 08:01 | 05:56 |
 | Manta Style | 29 | 15.34% | 71.9 | 55.17% | +12.04% | +1.97% | +1.97% | 0.00% | 22:05 | 16:28 | 18:34 | 22:06 | 25:12 | 28:21 | 06:38 | 04:54 |
 | Blink Dagger | 65 | 34.39% | 70.3 | 47.69% | +4.14% | +8.56% | -16.44% | -1.30% | 29:10 | 08:54 | 18:45 | 30:40 | 38:03 | 58:25 | 19:18 | 14:17 |
 | Falcon Blade | 18 | 9.52% | 68.8 | 61.11% | +17.84% | -1.11% | -36.11% | -11.48% | 07:45 | 03:49 | 06:31 | 07:35 | 09:34 | 10:33 | 03:03 | 02:15 |
 | Morbid Mask | 116 | 61.38% | 67.2 | 43.10% | -4.85% | -5.17% | +15.52% | 3.99% | 14:20 | 06:04 | 08:26 | 09:38 | 13:37 | 43:35 | 05:11 | 03:50 |
 | Silver Edge | 89 | 47.09% | 65.6 | 42.70% | -4.30% | +7.30% | -1.79% | -1.59% | 30:15 | 16:46 | 26:40 | 29:27 | 32:24 | 1:04:47 | 05:44 | 04:14 |
 | Arcane Blink | 34 | 17.99% | 64.1 | 50.00% | +6.13% | +16.67% | 0.00% | -1.86% | 39:01 | 22:54 | 34:14 | 39:11 | 43:11 | 54:12 | 08:57 | 06:37 |
 | Wind Lace | 33 | 17.46% | 62.5 | 48.48% | +4.25% | -23.48% | +1.52% | 6.17% | 07:00 | 02:44 | 04:08 | 07:23 | 08:11 | 14:37 | 04:03 | 03:00 |
 | Shadow Blade | 92 | 48.68% | 60.9 | 39.13% | -11.39% | +8.70% | -8.70% | -2.63% | 27:18 | 13:43 | 23:05 | 26:22 | 29:42 | 1:04:47 | 06:37 | 04:54 |
 | Mask of Madness | 92 | 48.68% | 59.4 | 38.04% | -13.51% | -7.61% | -7.61% | 0.00% | 11:41 | 07:24 | 10:11 | 10:43 | 11:47 | 42:39 | 01:36 | 01:11 |
 | Cornucopia | 7 | 3.70% | 57.8 | 71.43% | +27.47% | -21.43% | +28.57% | 0.00% | 30:29 | 20:38 | 22:39 | 32:02 | 36:21 | 42:18 | 13:42 | 10:08 |
 | Refresher Orb | 7 | 3.70% | 56.3 | 71.43% | +27.47% | -21.43% | +28.57% | 0.00% | 44:05 | 39:08 | 40:07 | 42:18 | 44:05 | 56:16 | 03:58 | 02:56 |
 | Aghanim's Shard | 30 | 15.87% | 54.7 | 43.33% | -1.95% | +6.67% | -0.47% | -0.68% | 37:01 | 22:07 | 32:28 | 35:08 | 42:58 | 52:37 | 10:30 | 07:46 |
 | Wraith Band | 37 | 19.58% | 53.1 | 37.84% | -8.87% | +17.72% | +6.60% | -6.74% | 03:29 | -01:29 | 01:48 | 02:31 | 03:27 | 22:33 | 01:39 | 01:13 |
 | Quelling Blade | 21 | 11.11% | 51.6 | 38.10% | -7.73% | +1.90% | +21.90% | 20.00% | 01:12 | -01:29 | -01:29 | -01:29 | 02:20 | 13:42 | 03:49 | 02:49 |
 | Void Stone | 20 | 10.58% | 50.0 | 35.00% | -11.15% | -15.00% | -15.00% | 0.00% | 37:13 | 11:56 | 32:15 | 37:20 | 39:39 | 57:06 | 07:24 | 05:28 |
 | Ring of Health | 16 | 8.47% | 48.4 | 37.50% | -8.16% | -12.50% | +12.50% | 3.44% | 40:01 | 31:57 | 33:57 | 37:45 | 41:13 | 57:06 | 07:16 | 05:22 |
 | Linken's Sphere | 16 | 8.47% | 46.9 | 37.50% | -8.16% | +37.50% | -37.50% | -13.27% | 35:23 | 20:51 | 32:06 | 35:18 | 37:45 | 57:21 | 05:39 | 04:11 |
 | Buckler | 5 | 2.65% | 45.3 | 60.00% | +15.43% | +40.00% | +40.00% | 0.00% | 32:24 | 19:22 | 19:22 | 34:20 | 35:08 | 41:16 | 15:46 | 11:40 |
 | Assault Cuirass | 5 | 2.65% | 43.8 | 60.00% | +15.43% | +40.00% | +40.00% | 0.00% | 33:58 | 23:12 | 23:12 | 34:57 | 36:23 | 41:33 | 13:11 | 09:45 |
 | Ring of Protection | 5 | 2.65% | 42.2 | 60.00% | +15.43% | +40.00% | +40.00% | 0.00% | 32:23 | 19:22 | 19:22 | 34:19 | 35:08 | 41:16 | 15:46 | 11:40 |
 | Boots of Travel 2 | 3 | 1.59% | 40.6 | 66.67% | +22.05% | +33.33% | 0.00% | 0.00% | 45:57 | 36:23 | 36:23 | 50:35 | 50:52 | 50:52 | 14:29 | 10:43 |
 | Ring of Basilius | 34 | 17.99% | 39.1 | 23.53% | -26.15% | +20.91% | +1.47% | -9.18% | 03:00 | 01:09 | 01:33 | 02:00 | 03:40 | 12:14 | 02:07 | 01:34 |
 | Abyssal Blade | 1 | 0.53% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:43 | 46:43 | 46:43 | 46:43 | 46:43 | 46:43 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 0.53% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Kaya | 1 | 0.53% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.53% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 34:49 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.53% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 12:43 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.53% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:17 | 22:17 | 22:17 | 22:17 | 22:17 | 22:17 | 00:00 | 00:00 |
 | Scythe of Vyse | 5 | 2.65% | 28.1 | 40.00% | -5.11% | +60.00% | -40.00% | 0.00% | 37:51 | 21:58 | 21:58 | 39:33 | 43:47 | 54:07 | 21:49 | 16:09 |
 | Monkey King Bar | 11 | 5.82% | 26.6 | 27.27% | -18.80% | +39.40% | -27.27% | 0.00% | 33:47 | 23:04 | 25:33 | 33:45 | 40:24 | 47:28 | 14:51 | 11:00 |
 | Javelin | 11 | 5.82% | 25.0 | 27.27% | -18.80% | +39.40% | -27.27% | 0.00% | 32:45 | 20:25 | 24:43 | 32:42 | 40:09 | 47:09 | 15:26 | 11:25 |
 | Aghanim's Scepter | 7 | 3.70% | 23.4 | 28.57% | -17.03% | +21.43% | -28.57% | 0.00% | 31:22 | 24:43 | 24:45 | 28:16 | 28:51 | 55:38 | 04:06 | 03:02 |
 | Swift Blink | 2 | 1.06% | 21.9 | 50.00% | +5.08% | -50.00% | 0.00% | 0.00% | 43:39 | 40:47 | 40:47 | 46:30 | 46:30 | 46:30 | 05:43 | 04:14 |
 | Boots of Travel | 3 | 1.59% | 20.3 | 33.33% | -11.83% | -33.33% | 0.00% | 0.00% | 37:45 | 24:06 | 24:06 | 40:41 | 48:29 | 48:29 | 24:23 | 18:03 |
 | Bracer | 6 | 3.17% | 18.8 | 16.67% | -29.23% | -16.67% | -16.67% | 0.00% | 02:20 | 01:50 | 01:56 | 01:56 | 02:28 | 03:21 | 00:32 | 00:23 |
 | Revenant's Brooch | 1 | 0.53% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Divine Rapier | 2 | 1.06% | 15.6 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 47:09 | 45:48 | 45:48 | 48:29 | 48:29 | 48:29 | 02:41 | 01:59 |
 | Eul's Scepter of Divinity | 1 | 0.53% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 12:05 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 0.53% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 04:02 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.53% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:07 | 39:07 | 39:07 | 39:07 | 39:07 | 39:07 | 00:00 | 00:00 |
 | Witch Blade | 1 | 0.53% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Chainmail | 1 | 0.53% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 23:56 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 1.06% | 6.3 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 52:29 | 41:31 | 41:31 | 1:03:26 | 1:03:26 | 1:03:26 | 21:55 | 16:14 |
 | Hand of Midas | 1 | 0.53% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:04 | 14:04 | 14:04 | 14:04 | 14:04 | 14:04 | 00:00 | 00:00 |
 | Nullifier | 1 | 0.53% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 39:08 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 1.06% | 1.6 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 60:35 | 57:19 | 57:19 | 1:03:51 | 1:03:51 | 1:03:51 | 06:32 | 04:50 |