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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 | 79 | 25.24% | 100.0 | 67.09% | +26.92% | +7.91% | -22.09% | -3.48% | 36:49 | 22:01 | 32:16 | 37:01 | 40:53 | 55:01 | 08:37 | 06:22 |
 | Eye of Skadi | 169 | 53.99% | 98.2 | 58.58% | +25.25% | +12.85% | -1.44% | -2.03% | 28:39 | 18:19 | 24:51 | 28:06 | 31:53 | 45:36 | 07:02 | 05:12 |
 | Butterfly | 23 | 7.35% | 96.5 | 69.57% | +24.40% | +13.76% | -2.90% | -1.65% | 36:57 | 22:45 | 31:20 | 37:05 | 41:26 | 49:50 | 10:06 | 07:28 |
 | Daedalus | 42 | 13.42% | 94.7 | 61.90% | +17.25% | +10.83% | -11.90% | -2.63% | 38:38 | 24:48 | 33:40 | 37:13 | 42:19 | 57:49 | 08:39 | 06:24 |
 | Black King Bar | 211 | 67.41% | 93.0 | 51.66% | +14.41% | +8.72% | -4.49% | -1.68% | 28:06 | 16:13 | 23:38 | 27:32 | 31:31 | 48:22 | 07:53 | 05:50 |
 | Manta Style | 202 | 64.54% | 91.2 | 50.50% | +9.96% | +16.17% | -4.50% | -5.66% | 19:07 | 13:48 | 16:46 | 18:35 | 20:25 | 35:50 | 03:39 | 02:42 |
 | Aghanim's Blessing | 15 | 4.79% | 89.5 | 73.33% | +27.69% | +26.67% | -48.33% | 0.00% | 49:52 | 38:44 | 46:10 | 49:46 | 52:20 | 58:41 | 06:10 | 04:34 |
 | Dragon Lance | 80 | 25.56% | 87.7 | 53.75% | +9.11% | -3.75% | +6.25% | 5.00% | 13:30 | 07:47 | 11:40 | 12:30 | 13:40 | 24:53 | 02:00 | 01:28 |
 | Boots of Speed | 313 | 100.00% | 86.0 | 46.96% | +46.96% | +1.76% | -3.37% | -1.97% | 06:04 | 01:12 | 04:40 | 05:57 | 07:16 | 15:07 | 02:36 | 01:55 |
 | Magic Wand | 281 | 89.78% | 84.2 | 47.33% | +3.58% | -0.19% | -4.47% | -0.66% | 06:40 | -01:30 | 03:07 | 06:20 | 09:37 | 22:14 | 06:30 | 04:48 |
 | Power Treads | 311 | 99.36% | 82.5 | 46.95% | -3.05% | +4.33% | -3.36% | -3.18% | 08:08 | 04:37 | 06:42 | 07:57 | 09:07 | 29:56 | 02:25 | 01:47 |
 | Magic Stick | 262 | 83.71% | 80.7 | 46.18% | -4.80% | +2.30% | -4.64% | -5.86% | 01:30 | -01:29 | -01:29 | -01:28 | 02:40 | 19:58 | 04:09 | 03:04 |
 | Aghanim's Scepter | 90 | 28.75% | 78.9 | 51.11% | +5.82% | +18.46% | -5.66% | -3.09% | 27:00 | 19:25 | 22:33 | 25:12 | 30:22 | 55:58 | 07:49 | 05:47 |
 | Yasha | 244 | 77.96% | 77.2 | 46.31% | -2.97% | +12.71% | -8.61% | -6.33% | 15:01 | 09:33 | 12:53 | 14:21 | 16:15 | 36:32 | 03:22 | 02:29 |
 | Morbid Mask | 202 | 64.54% | 75.4 | 46.53% | -1.22% | -3.39% | +5.47% | 1.69% | 10:45 | 02:36 | 04:04 | 06:30 | 09:18 | 54:29 | 05:14 | 03:52 |
 | Wraith Band | 81 | 25.88% | 73.7 | 50.62% | +4.93% | -20.62% | +14.38% | 15.56% | 03:59 | -01:29 | 02:00 | 02:28 | 04:15 | 27:44 | 02:15 | 01:40 |
 | Crystalys | 78 | 24.92% | 71.9 | 50.00% | +4.04% | +20.00% | +2.63% | -1.60% | 35:44 | 22:09 | 29:14 | 34:23 | 40:06 | 1:04:43 | 10:52 | 08:02 |
 | Void Stone | 112 | 35.78% | 70.2 | 47.32% | +0.55% | -4.46% | -0.89% | 0.27% | 18:22 | 06:34 | 09:39 | 11:32 | 23:00 | 60:40 | 13:21 | 09:53 |
 | Ring of Basilius | 23 | 7.35% | 68.4 | 60.87% | +15.01% | +5.80% | -10.87% | -3.53% | 07:22 | 02:16 | 04:41 | 08:05 | 09:24 | 11:23 | 04:43 | 03:29 |
 | Ring of Health | 109 | 34.82% | 66.7 | 46.79% | -0.27% | +8.77% | -2.35% | -0.55% | 15:12 | 01:51 | 03:29 | 08:24 | 23:41 | 60:40 | 20:12 | 14:57 |
 | Linken's Sphere | 102 | 32.59% | 64.9 | 47.06% | +0.14% | +6.79% | +4.94% | -0.34% | 19:46 | 12:28 | 14:36 | 16:04 | 20:07 | 48:23 | 05:31 | 04:05 |
 | Fluffy Hat | 95 | 30.35% | 63.2 | 47.37% | +0.58% | +2.63% | -5.70% | -1.53% | 09:45 | -01:06 | 04:17 | 07:02 | 09:44 | 41:36 | 05:27 | 04:02 |
 | Bottle | 30 | 9.58% | 61.4 | 56.67% | +10.73% | +5.83% | -13.81% | -19.64% | 01:54 | 01:08 | 01:32 | 01:50 | 02:03 | 03:42 | 00:31 | 00:22 |
 | Ethereal Blade | 62 | 19.81% | 59.6 | 48.39% | +1.78% | +14.11% | -15.06% | -7.20% | 22:17 | 14:02 | 20:29 | 21:33 | 24:32 | 30:41 | 04:03 | 03:00 |
 | Quelling Blade | 126 | 40.26% | 57.9 | 43.65% | -5.55% | +3.23% | -8.17% | 0.00% | -01:16 | -01:30 | -01:29 | -01:29 | -01:29 | 13:25 | 00:00 | 00:00 |
 | Falcon Blade | 82 | 26.20% | 56.1 | 45.12% | -2.50% | -2.26% | -15.12% | -3.59% | 07:48 | 04:01 | 05:49 | 07:30 | 09:24 | 14:47 | 03:35 | 02:39 |
 | Aghanim's Shard | 47 | 15.02% | 54.4 | 48.94% | +2.32% | +9.39% | +1.06% | -0.66% | 31:39 | 16:24 | 24:45 | 31:42 | 37:20 | 57:15 | 12:35 | 09:19 |
 | Ghost Scepter | 67 | 21.41% | 52.6 | 44.78% | -2.78% | +14.04% | -9.49% | -4.47% | 20:31 | 10:12 | 17:25 | 20:27 | 22:41 | 42:27 | 05:16 | 03:54 |
 | Swift Blink | 9 | 2.88% | 50.9 | 66.67% | +20.29% | +33.33% | -16.67% | 0.00% | 45:15 | 36:29 | 36:35 | 47:50 | 49:34 | 50:17 | 12:59 | 09:37 |
 | Moon Shard | 3 | 0.96% | 49.1 | 100.00% | +53.55% | 0.00% | 0.00% | 0.00% | 50:56 | 49:07 | 49:07 | 51:49 | 51:52 | 51:52 | 02:45 | 02:02 |
 | Force Staff | 12 | 3.83% | 47.4 | 58.33% | +11.82% | +8.34% | +8.34% | 0.00% | 33:07 | 20:35 | 26:35 | 32:39 | 38:47 | 41:37 | 12:12 | 09:02 |
 | Wind Lace | 13 | 4.15% | 45.6 | 53.85% | +7.18% | +46.15% | +12.82% | 0.00% | 14:55 | 05:52 | 08:53 | 15:27 | 18:00 | 29:59 | 09:07 | 06:45 |
 | Blink Dagger | 20 | 6.39% | 43.9 | 45.00% | -2.10% | +15.00% | -5.00% | 0.00% | 39:32 | 25:08 | 32:25 | 40:48 | 46:04 | 50:07 | 13:39 | 10:06 |
 | Hurricane Pike | 11 | 3.51% | 42.1 | 54.55% | +7.86% | +12.12% | +12.12% | 0.00% | 32:53 | 21:32 | 26:35 | 32:52 | 38:34 | 41:52 | 11:59 | 08:52 |
 | Silver Edge | 17 | 5.43% | 40.4 | 47.06% | +0.10% | +2.94% | +2.94% | 0.00% | 36:53 | 26:27 | 31:08 | 35:34 | 40:27 | 51:52 | 09:19 | 06:54 |
 | Refresher Orb | 15 | 4.79% | 38.6 | 46.67% | -0.31% | +3.33% | +3.33% | 0.00% | 47:38 | 34:29 | 42:11 | 48:23 | 52:17 | 60:43 | 10:06 | 07:28 |
 | Ring of Protection | 10 | 3.19% | 36.8 | 50.00% | +3.14% | -16.67% | 0.00% | 0.00% | 06:46 | -01:07 | 00:53 | 08:13 | 09:40 | 12:12 | 08:47 | 06:30 |
 | Shadow Blade | 21 | 6.71% | 35.1 | 38.10% | -9.50% | +21.90% | +1.90% | -2.18% | 36:45 | 23:52 | 31:10 | 35:05 | 40:20 | 52:35 | 09:10 | 06:47 |
 | Javelin | 8 | 2.56% | 33.3 | 50.00% | +3.11% | 0.00% | -50.00% | 0.00% | 35:00 | 19:04 | 27:47 | 34:33 | 39:53 | 44:06 | 12:06 | 08:57 |
 | Sange and Yasha | 17 | 5.43% | 31.6 | 35.29% | -12.35% | +14.71% | -10.29% | 0.00% | 22:01 | 14:04 | 17:27 | 18:14 | 24:13 | 41:54 | 06:46 | 05:00 |
 | Sange | 17 | 5.43% | 29.8 | 35.29% | -12.35% | +14.71% | -10.29% | 0.00% | 21:43 | 13:52 | 16:58 | 18:01 | 24:13 | 41:54 | 07:15 | 05:22 |
 | Soul Ring | 9 | 2.88% | 28.1 | 44.44% | -2.60% | -44.44% | +5.56% | 0.00% | 08:17 | 02:57 | 03:31 | 09:02 | 09:40 | 12:12 | 06:09 | 04:33 |
 | Orchid Malevolence | 3 | 0.96% | 26.3 | 66.67% | +19.90% | -66.67% | 0.00% | 0.00% | 31:27 | 17:09 | 17:09 | 24:43 | 52:29 | 52:29 | 35:20 | 26:10 |
 | Mjollnir | 3 | 0.96% | 24.6 | 66.67% | +19.90% | +33.33% | 0.00% | 0.00% | 33:16 | 22:21 | 22:21 | 35:08 | 42:18 | 42:18 | 19:57 | 14:46 |
 | Scythe of Vyse | 3 | 0.96% | 22.8 | 66.67% | +19.90% | -66.67% | 0.00% | 0.00% | 40:30 | 32:31 | 32:31 | 35:31 | 53:27 | 53:27 | 20:56 | 15:30 |
 | Aeon Disk | 4 | 1.28% | 21.1 | 50.00% | +3.07% | +50.00% | -50.00% | 0.00% | 43:44 | 34:48 | 34:48 | 39:03 | 48:56 | 52:09 | 14:08 | 10:28 |
 | Monkey King Bar | 4 | 1.28% | 19.3 | 50.00% | +3.07% | +50.00% | -50.00% | 0.00% | 42:20 | 34:19 | 34:19 | 41:48 | 45:52 | 47:21 | 11:33 | 08:33 |
 | Maelstrom | 4 | 1.28% | 17.5 | 50.00% | +3.07% | +50.00% | -50.00% | 0.00% | 30:15 | 19:04 | 19:04 | 27:47 | 34:33 | 39:37 | 15:29 | 11:28 |
 | Mask of Madness | 1 | 0.32% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:04 | 29:04 | 29:04 | 29:04 | 29:04 | 29:04 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.32% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 00:00 | 00:00 |
 | Divine Rapier | 5 | 1.60% | 12.3 | 40.00% | -7.08% | -40.00% | +60.00% | 0.00% | 51:05 | 40:41 | 40:41 | 52:12 | 57:35 | 1:03:35 | 16:54 | 12:31 |
 | Mage Slayer | 2 | 0.64% | 10.5 | 50.00% | +3.05% | +50.00% | 0.00% | 0.00% | 14:58 | 14:42 | 14:42 | 15:13 | 15:13 | 15:13 | 00:31 | 00:22 |
 | Bracer | 3 | 0.96% | 8.8 | 33.33% | -13.77% | -33.33% | 0.00% | 0.00% | 01:24 | -01:29 | -01:29 | 02:34 | 03:07 | 03:07 | 04:36 | 03:24 |
 | Hand of Midas | 5 | 1.60% | 7.0 | 0.00% | -47.73% | 0.00% | 0.00% | 0.00% | 11:43 | 09:55 | 09:55 | 11:09 | 12:56 | 14:33 | 03:01 | 02:14 |
 | Nullifier | 1 | 0.32% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 0.32% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 57:11 | 00:00 | 00:00 |
 | Diffusal Blade | 2 | 0.64% | 1.8 | 0.00% | -47.27% | 0.00% | 0.00% | 0.00% | 18:46 | 14:51 | 14:51 | 22:41 | 22:41 | 22:41 | 07:50 | 05:48 |