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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 | |
 | Gleipnir | 7 | 7.87% | 100.0 | 85.71% | +50.34% | -35.71% | +14.29% | 5.03% | 30:30 | 22:53 | 24:24 | 32:02 | 34:21 | 37:53 | 09:57 | 07:22 |
 | Crown | 7 | 7.87% | 98.2 | 85.71% | +50.34% | -35.71% | +14.29% | 3.93% | 28:21 | 15:21 | 20:45 | 31:18 | 33:29 | 37:53 | 12:44 | 09:25 |
 | Rod of Atos | 7 | 7.87% | 96.4 | 85.71% | +50.34% | -35.71% | +14.29% | 5.41% | 30:12 | 22:53 | 24:15 | 31:18 | 33:30 | 37:53 | 09:15 | 06:51 |
 | Eye of Skadi | 33 | 37.08% | 94.6 | 54.55% | +24.19% | +20.45% | -17.05% | -4.02% | 30:29 | 21:09 | 25:41 | 29:27 | 35:01 | 49:03 | 09:20 | 06:54 |
 | Magic Stick | 87 | 97.75% | 92.9 | 40.23% | +40.23% | +0.68% | +0.68% | 0.00% | 02:10 | -01:29 | 00:41 | 01:30 | 02:22 | 14:32 | 01:41 | 01:14 |
 | Force Staff | 3 | 3.37% | 91.1 | 100.00% | +62.79% | 0.00% | 0.00% | 0.00% | 22:38 | 18:31 | 18:31 | 21:45 | 27:39 | 27:39 | 09:08 | 06:45 |
 | Hurricane Pike | 3 | 3.37% | 89.3 | 100.00% | +62.79% | 0.00% | 0.00% | 0.00% | 24:29 | 21:59 | 21:59 | 22:44 | 28:43 | 28:43 | 06:44 | 04:59 |
 | Maelstrom | 82 | 92.13% | 87.5 | 40.24% | +11.67% | +12.14% | +14.76% | 0.78% | 13:48 | 07:47 | 11:46 | 13:28 | 15:08 | 33:43 | 03:22 | 02:29 |
 | Javelin | 82 | 92.13% | 85.7 | 40.24% | +11.67% | +2.62% | +4.76% | 0.45% | 10:11 | 03:15 | 07:27 | 09:47 | 12:11 | 31:21 | 04:44 | 03:30 |
 | Magic Wand | 85 | 95.51% | 83.9 | 40.00% | +15.00% | +2.86% | +2.86% | 0.00% | 05:43 | 00:47 | 02:34 | 04:17 | 07:51 | 16:46 | 05:17 | 03:54 |
 | Ring of Protection | 7 | 7.87% | 82.1 | 71.43% | +34.84% | +28.57% | -21.43% | -20.69% | 09:30 | 02:01 | 02:13 | 04:06 | 04:38 | 43:18 | 02:25 | 01:47 |
 | Morbid Mask | 5 | 5.62% | 80.4 | 80.00% | +43.10% | +20.00% | +20.00% | 0.00% | 43:38 | 26:11 | 26:11 | 44:25 | 51:47 | 52:41 | 25:36 | 18:57 |
 | Spirit Vessel | 5 | 5.62% | 78.6 | 80.00% | +43.10% | +20.00% | -80.00% | 0.00% | 14:52 | 10:51 | 10:51 | 15:10 | 15:41 | 20:34 | 04:50 | 03:34 |
 | Void Stone | 30 | 33.71% | 76.8 | 46.67% | +11.08% | +3.33% | +10.47% | 0.42% | 25:23 | 10:04 | 16:18 | 23:36 | 33:13 | 47:24 | 16:55 | 12:31 |
 | Ring of Health | 33 | 37.08% | 75.0 | 45.45% | +9.74% | -7.95% | -7.95% | 0.00% | 26:19 | 02:47 | 20:47 | 26:33 | 33:19 | 51:58 | 12:32 | 09:17 |
 | Wraith Band | 69 | 77.53% | 73.2 | 39.13% | -0.87% | +2.05% | +7.93% | 4.30% | 02:23 | -00:12 | 01:42 | 02:13 | 03:04 | 05:22 | 01:22 | 01:00 |
 | Linken's Sphere | 29 | 32.58% | 71.4 | 44.83% | +8.16% | +12.31% | -1.97% | -1.03% | 28:35 | 16:46 | 22:14 | 27:28 | 36:06 | 47:31 | 13:52 | 10:16 |
 | Power Treads | 74 | 83.15% | 69.6 | 36.49% | -16.84% | +21.40% | -19.82% | -10.52% | 09:55 | 04:55 | 07:43 | 09:16 | 11:38 | 17:12 | 03:55 | 02:54 |
 | Boots of Speed | 74 | 83.15% | 67.9 | 36.49% | -16.84% | +10.88% | -25.38% | -9.46% | 07:26 | 01:50 | 05:06 | 07:03 | 08:56 | 16:53 | 03:50 | 02:50 |
 | Sange | 44 | 49.44% | 66.1 | 38.64% | -1.36% | +15.91% | -20.46% | -9.33% | 18:05 | 11:28 | 15:15 | 17:23 | 19:09 | 34:32 | 03:54 | 02:53 |
 | Sange and Yasha | 42 | 47.19% | 64.3 | 38.10% | -2.33% | +34.63% | -28.10% | -17.92% | 20:30 | 14:10 | 17:53 | 20:19 | 21:23 | 34:32 | 03:30 | 02:35 |
 | Yasha | 46 | 51.69% | 62.5 | 36.96% | -4.90% | +21.37% | -18.78% | -9.56% | 19:37 | 13:53 | 16:13 | 18:34 | 20:25 | 34:31 | 04:12 | 03:06 |
 | Urn of Shadows | 6 | 6.74% | 60.7 | 66.67% | +29.32% | +33.33% | -66.67% | 0.00% | 04:58 | 03:03 | 03:10 | 03:18 | 05:34 | 09:14 | 02:24 | 01:46 |
 | Black King Bar | 58 | 65.17% | 58.9 | 32.76% | -18.85% | -19.43% | +17.24% | 6.25% | 25:27 | 16:43 | 21:52 | 23:34 | 27:44 | 50:49 | 05:52 | 04:20 |
 | Satanic | 4 | 4.49% | 57.1 | 75.00% | +37.35% | +25.00% | +25.00% | 0.00% | 43:42 | 28:15 | 28:15 | 44:52 | 49:24 | 52:18 | 21:09 | 15:40 |
 | Aghanim's Shard | 26 | 29.21% | 55.4 | 38.46% | -1.22% | +18.68% | -21.79% | -3.02% | 33:00 | 22:18 | 25:13 | 30:04 | 38:37 | 55:56 | 13:24 | 09:55 |
 | Moon Shard | 2 | 2.25% | 53.6 | 100.00% | +62.07% | 0.00% | 0.00% | 0.00% | 1:02:41 | 59:35 | 59:35 | 1:05:46 | 1:05:46 | 1:05:46 | 06:11 | 04:34 |
 | Fluffy Hat | 37 | 41.57% | 51.8 | 32.43% | -11.80% | +12.01% | -10.21% | -12.58% | 04:21 | -01:29 | 03:24 | 04:22 | 05:10 | 14:31 | 01:46 | 01:18 |
 | Falcon Blade | 37 | 41.57% | 50.0 | 32.43% | -11.80% | -32.43% | -10.21% | 14.34% | 06:23 | 03:36 | 05:20 | 05:53 | 06:53 | 14:50 | 01:33 | 01:08 |
 | Monkey King Bar | 14 | 15.73% | 48.2 | 42.86% | +4.19% | -17.86% | +23.81% | 7.86% | 31:50 | 20:15 | 29:02 | 30:01 | 34:20 | 42:20 | 05:18 | 03:55 |
 | Dragon Lance | 5 | 5.62% | 46.4 | 60.00% | +21.90% | +40.00% | +40.00% | 0.00% | 16:07 | 11:40 | 11:40 | 15:54 | 18:47 | 21:43 | 07:07 | 05:16 |
 | Mjollnir | 21 | 23.60% | 44.6 | 33.33% | -7.85% | +6.67% | -33.33% | -3.90% | 32:17 | 23:30 | 26:05 | 30:18 | 36:20 | 47:54 | 10:15 | 07:35 |
 | Crystalys | 17 | 19.10% | 42.9 | 35.29% | -4.99% | -10.29% | -10.29% | 0.00% | 35:25 | 24:11 | 28:50 | 35:25 | 39:42 | 46:24 | 10:52 | 08:02 |
 | Blight Stone | 6 | 6.74% | 41.1 | 50.00% | +11.45% | +50.00% | -50.00% | 0.00% | 15:09 | 01:02 | 02:09 | 04:41 | 16:52 | 58:40 | 14:43 | 10:54 |
 | Daedalus | 13 | 14.61% | 39.3 | 30.77% | -10.02% | +2.56% | -30.77% | -3.58% | 37:45 | 24:51 | 32:42 | 38:21 | 42:01 | 46:58 | 09:19 | 06:54 |
 | Heart of Tarrasque | 1 | 1.12% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |
 | Buckler | 1 | 1.12% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.12% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:02 | 44:02 | 44:02 | 44:02 | 44:02 | 44:02 | 00:00 | 00:00 |
 | Skull Basher | 6 | 6.74% | 32.1 | 33.33% | -6.43% | +16.67% | -33.33% | 0.00% | 36:57 | 24:06 | 29:22 | 32:17 | 47:09 | 49:18 | 17:47 | 13:10 |
 | Bottle | 7 | 7.87% | 30.4 | 28.57% | -11.67% | +21.43% | +21.43% | 0.00% | 03:33 | 02:36 | 02:46 | 03:17 | 03:47 | 05:18 | 01:01 | 00:45 |
 | Orchid Malevolence | 7 | 7.87% | 28.6 | 28.57% | -11.67% | -28.57% | -28.57% | 0.00% | 26:09 | 15:27 | 17:22 | 25:43 | 27:21 | 41:37 | 09:59 | 07:23 |
 | Butterfly | 2 | 2.25% | 26.8 | 50.00% | +10.92% | -50.00% | 0.00% | 0.00% | 45:32 | 34:26 | 34:26 | 56:37 | 56:37 | 56:37 | 22:11 | 16:25 |
 | Bloodthorn | 3 | 3.37% | 25.0 | 33.33% | -6.20% | +66.67% | 0.00% | 0.00% | 34:10 | 28:43 | 28:43 | 29:07 | 44:40 | 44:40 | 15:57 | 11:48 |
 | Abyssal Blade | 3 | 3.37% | 23.2 | 33.33% | -6.20% | +66.67% | 0.00% | 0.00% | 39:01 | 28:42 | 28:42 | 35:37 | 52:44 | 52:44 | 24:02 | 17:48 |
 | Vanguard | 3 | 3.37% | 21.4 | 33.33% | -6.20% | +66.67% | 0.00% | 0.00% | 38:53 | 28:24 | 28:24 | 35:31 | 52:44 | 52:44 | 24:20 | 18:01 |
 | Divine Rapier | 5 | 5.62% | 19.6 | 20.00% | -20.48% | -20.00% | +80.00% | 0.00% | 47:29 | 41:49 | 41:49 | 46:03 | 47:13 | 58:33 | 05:24 | 04:00 |
 | Manta Style | 3 | 3.37% | 17.9 | 0.00% | -40.70% | 0.00% | 0.00% | 0.00% | 24:38 | 22:00 | 22:00 | 25:11 | 26:43 | 26:43 | 04:43 | 03:29 |
 | Aghanim's Scepter | 3 | 3.37% | 16.1 | 0.00% | -40.70% | 0.00% | 0.00% | 0.00% | 28:52 | 24:41 | 24:41 | 30:48 | 31:06 | 31:06 | 06:25 | 04:45 |
 | Nullifier | 2 | 2.25% | 14.3 | 0.00% | -40.23% | 0.00% | 0.00% | 0.00% | 41:56 | 36:33 | 36:33 | 47:19 | 47:19 | 47:19 | 10:46 | 07:58 |
 | Medallion of Courage | 1 | 1.12% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 2.25% | 10.7 | 0.00% | -40.23% | 0.00% | 0.00% | 0.00% | 05:04 | 04:31 | 04:31 | 05:37 | 05:37 | 05:37 | 01:06 | 00:48 |
 | Desolator | 2 | 2.25% | 8.9 | 0.00% | -40.23% | 0.00% | 0.00% | 0.00% | 41:10 | 23:39 | 23:39 | 58:40 | 58:40 | 58:40 | 35:01 | 25:56 |
 | Hand of Midas | 1 | 1.12% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:53 | 10:53 | 10:53 | 10:53 | 10:53 | 10:53 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 2.25% | 5.4 | 0.00% | -40.23% | 0.00% | 0.00% | 0.00% | 41:48 | 36:30 | 36:30 | 47:06 | 47:06 | 47:06 | 10:36 | 07:51 |
 | Quelling Blade | 4 | 4.49% | 3.6 | 0.00% | -41.18% | 0.00% | 0.00% | 0.00% | 06:11 | -01:29 | -01:29 | -01:29 | -01:16 | 28:59 | 00:13 | 00:09 |
 | Chainmail | 1 | 1.12% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 00:00 | 00:00 |