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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 | |
 | Linken's Sphere | 21 | 37.50% | 100.0 | 80.95% | +32.38% | -20.95% | -0.95% | 2.55% | 19:52 | 13:23 | 14:49 | 15:45 | 22:39 | 37:00 | 07:50 | 05:48 |
 | Hurricane Pike | 14 | 25.00% | 97.9 | 85.71% | +33.33% | -10.71% | -19.04% | -0.85% | 31:08 | 19:10 | 25:36 | 32:13 | 35:26 | 41:39 | 09:50 | 07:17 |
 | Void Stone | 22 | 39.29% | 95.7 | 77.27% | +27.27% | -10.60% | -17.27% | -0.48% | 17:00 | 06:30 | 08:53 | 13:05 | 22:50 | 41:05 | 13:57 | 10:20 |
 | Ring of Health | 22 | 39.29% | 93.6 | 77.27% | +27.27% | -10.60% | -17.27% | -0.35% | 14:37 | 02:51 | 05:10 | 09:01 | 24:09 | 41:05 | 18:59 | 14:03 |
 | Quelling Blade | 19 | 33.93% | 91.5 | 78.95% | +27.60% | +1.05% | +1.05% | 0.00% | -00:10 | -01:29 | -01:29 | -01:29 | -01:29 | 16:13 | 00:00 | 00:00 |
 | Satanic | 12 | 21.43% | 89.4 | 83.33% | +28.78% | +16.67% | -16.66% | -3.86% | 34:55 | 25:44 | 30:00 | 33:11 | 38:38 | 43:25 | 08:38 | 06:23 |
 | Eye of Skadi | 26 | 46.43% | 87.2 | 73.08% | +23.08% | -15.94% | -6.41% | 1.19% | 29:41 | 21:55 | 23:56 | 26:58 | 31:55 | 1:02:48 | 07:59 | 05:54 |
 | Dragon Lance | 30 | 53.57% | 85.1 | 70.00% | +20.00% | -7.50% | +30.00% | 7.35% | 15:18 | 10:30 | 12:25 | 13:53 | 17:31 | 27:50 | 05:06 | 03:46 |
 | Force Staff | 14 | 25.00% | 83.0 | 78.57% | +23.81% | -3.57% | -11.90% | -1.10% | 30:00 | 18:48 | 25:21 | 29:24 | 32:55 | 41:28 | 07:34 | 05:36 |
 | Blink Dagger | 5 | 8.93% | 80.9 | 100.00% | +43.14% | 0.00% | 0.00% | 0.00% | 42:02 | 31:55 | 31:55 | 43:07 | 44:57 | 57:03 | 13:02 | 09:39 |
 | Swift Blink | 5 | 8.93% | 78.7 | 100.00% | +43.14% | 0.00% | 0.00% | 0.00% | 43:41 | 33:58 | 33:58 | 43:33 | 45:30 | 58:01 | 11:32 | 08:32 |
 | Manta Style | 42 | 75.00% | 76.6 | 64.29% | +14.29% | -0.65% | -4.29% | -0.74% | 20:02 | 15:11 | 17:12 | 19:23 | 22:08 | 28:58 | 04:56 | 03:39 |
 | Power Treads | 56 | 100.00% | 74.5 | 60.71% | +60.71% | +10.72% | -10.71% | -7.65% | 07:42 | 04:52 | 06:10 | 07:32 | 08:58 | 12:57 | 02:48 | 02:04 |
 | Boots of Speed | 56 | 100.00% | 72.3 | 60.71% | +60.71% | +10.72% | -17.85% | -12.60% | 05:39 | 02:08 | 04:19 | 05:41 | 06:35 | 11:29 | 02:16 | 01:40 |
 | Fluffy Hat | 34 | 60.71% | 70.2 | 64.71% | +10.16% | +1.96% | +10.29% | 1.91% | 10:39 | 02:39 | 04:18 | 07:32 | 08:40 | 41:28 | 04:22 | 03:14 |
 | Aghanim's Scepter | 17 | 30.36% | 68.1 | 70.59% | +14.18% | +4.41% | -20.59% | -2.96% | 28:52 | 19:13 | 22:40 | 27:34 | 31:06 | 49:27 | 08:26 | 06:14 |
 | Yasha | 47 | 83.93% | 66.0 | 59.57% | -7.10% | -1.24% | +7.10% | 2.05% | 15:33 | 09:36 | 13:25 | 14:57 | 17:29 | 26:03 | 04:04 | 03:00 |
 | Black King Bar | 36 | 64.29% | 63.8 | 61.11% | +1.11% | +5.56% | -5.55% | -1.66% | 27:41 | 18:43 | 23:40 | 27:24 | 30:22 | 43:28 | 06:42 | 04:57 |
 | Magic Wand | 48 | 85.71% | 61.7 | 58.33% | -16.67% | 0.00% | -16.66% | -1.89% | 05:18 | -01:30 | 00:19 | 04:55 | 09:07 | 17:35 | 08:48 | 06:31 |
 | Magic Stick | 42 | 75.00% | 59.6 | 57.14% | -14.29% | +6.50% | +2.86% | -3.64% | 01:00 | -01:29 | -01:29 | -01:29 | 02:07 | 15:30 | 03:36 | 02:40 |
 | Daedalus | 11 | 19.64% | 57.4 | 72.73% | +14.95% | -39.40% | +27.27% | 0.00% | 37:28 | 32:10 | 34:14 | 35:31 | 37:16 | 53:03 | 03:02 | 02:14 |
 | Aghanim's Shard | 13 | 23.21% | 55.3 | 69.23% | +11.09% | -2.56% | +30.77% | 2.18% | 28:05 | 16:38 | 18:24 | 25:42 | 33:43 | 56:14 | 15:19 | 11:20 |
 | Morbid Mask | 29 | 51.79% | 53.2 | 58.62% | -4.34% | -1.48% | +27.09% | 6.54% | 12:26 | 03:01 | 06:16 | 07:38 | 10:38 | 43:02 | 04:22 | 03:14 |
 | Falcon Blade | 27 | 48.21% | 51.1 | 59.26% | -2.81% | -2.12% | +12.17% | 3.21% | 07:31 | 03:46 | 05:01 | 08:19 | 09:28 | 10:52 | 04:27 | 03:17 |
 | Wraith Band | 30 | 53.57% | 48.9 | 56.67% | -8.71% | +18.33% | +0.47% | -17.86% | 02:30 | 00:53 | 01:59 | 02:17 | 02:36 | 05:28 | 00:37 | 00:27 |
 | Butterfly | 6 | 10.71% | 46.8 | 83.33% | +25.33% | +16.67% | +16.67% | 0.00% | 29:50 | 22:07 | 22:22 | 24:14 | 36:33 | 37:19 | 14:11 | 10:30 |
 | Crystalys | 22 | 39.29% | 44.7 | 54.55% | -10.16% | -4.55% | +5.45% | 2.76% | 34:15 | 26:51 | 31:54 | 32:41 | 35:31 | 52:12 | 03:37 | 02:40 |
 | Shadow Blade | 5 | 8.93% | 42.6 | 80.00% | +21.18% | +20.00% | -80.00% | 0.00% | 34:42 | 26:12 | 26:12 | 38:21 | 40:17 | 40:43 | 14:05 | 10:25 |
 | Silver Edge | 5 | 8.93% | 40.4 | 80.00% | +21.18% | +20.00% | -80.00% | 0.00% | 36:03 | 29:18 | 29:18 | 38:57 | 40:39 | 40:44 | 11:21 | 08:24 |
 | Wind Lace | 4 | 7.14% | 38.3 | 75.00% | +15.38% | +25.00% | +25.00% | 0.00% | 18:06 | 12:08 | 12:08 | 18:31 | 19:11 | 22:35 | 07:03 | 05:13 |
 | Bottle | 2 | 3.57% | 36.2 | 100.00% | +40.74% | 0.00% | 0.00% | 0.00% | 01:44 | 01:10 | 01:10 | 02:17 | 02:17 | 02:17 | 01:07 | 00:49 |
 | Aghanim's Blessing | 4 | 7.14% | 34.0 | 50.00% | -11.54% | +50.00% | -50.00% | 0.00% | 46:00 | 42:07 | 42:07 | 45:22 | 47:04 | 49:27 | 04:57 | 03:40 |
 | Scythe of Vyse | 1 | 1.79% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 38:42 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 1.79% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.79% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 1.79% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Kaya | 1 | 1.79% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Nullifier | 2 | 3.57% | 21.3 | 50.00% | -11.11% | +50.00% | 0.00% | 0.00% | 39:40 | 33:58 | 33:58 | 45:22 | 45:22 | 45:22 | 11:24 | 08:26 |
 | Helm of Iron Will | 2 | 3.57% | 19.1 | 50.00% | -11.11% | +50.00% | 0.00% | 0.00% | 39:27 | 33:45 | 33:45 | 45:08 | 45:08 | 45:08 | 11:23 | 08:25 |
 | Hand of Midas | 3 | 5.36% | 17.0 | 33.33% | -28.93% | +66.67% | 0.00% | 0.00% | 35:22 | 11:21 | 11:21 | 34:11 | 60:34 | 60:34 | 49:13 | 36:27 |
 | Blight Stone | 1 | 1.79% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 1.79% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:57 | 51:57 | 51:57 | 51:57 | 51:57 | 51:57 | 00:00 | 00:00 |
 | Desolator | 1 | 1.79% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 1:11:01 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.79% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 3.57% | 6.4 | 0.00% | -62.96% | 0.00% | 0.00% | 0.00% | 50:32 | 41:07 | 41:07 | 59:57 | 59:57 | 59:57 | 18:50 | 13:57 |
 | Javelin | 1 | 1.79% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.79% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 00:00 | 00:00 |