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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 | |
 | Skull Basher | 9 | 27.27% | 100.0 | 88.89% | +43.06% | +11.11% | +11.11% | 0.00% | 33:55 | 21:07 | 30:37 | 32:32 | 37:06 | 50:49 | 06:29 | 04:48 |
 | Aghanim's Scepter | 10 | 30.30% | 98.3 | 80.00% | +32.17% | +20.00% | -30.00% | -5.03% | 29:29 | 19:03 | 25:25 | 25:39 | 35:22 | 44:36 | 09:57 | 07:22 |
 | Magic Wand | 30 | 90.91% | 96.6 | 60.00% | +26.67% | +2.50% | +25.71% | 3.26% | 07:42 | 01:57 | 04:10 | 07:08 | 11:17 | 17:04 | 07:07 | 05:16 |
 | Boots of Speed | 33 | 100.00% | 94.8 | 57.58% | +57.58% | +17.42% | -7.58% | -18.52% | 02:56 | 01:19 | 01:58 | 02:24 | 03:19 | 08:41 | 01:21 | 01:00 |
 | Magic Stick | 31 | 93.94% | 93.1 | 58.06% | +8.06% | -8.06% | -20.56% | -12.50% | 00:55 | -01:29 | -01:29 | -01:29 | 01:20 | 11:18 | 02:49 | 02:05 |
 | Void Stone | 15 | 45.45% | 91.4 | 66.67% | +16.67% | -16.67% | +8.33% | 2.25% | 26:14 | 09:46 | 18:15 | 25:30 | 29:23 | 49:59 | 11:08 | 08:14 |
 | Quelling Blade | 32 | 96.97% | 89.7 | 56.25% | -43.75% | +6.25% | +6.25% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Ring of Health | 16 | 48.48% | 87.9 | 62.50% | +9.56% | -12.50% | +12.50% | 2.54% | 27:47 | 16:13 | 21:31 | 25:19 | 31:22 | 49:35 | 09:51 | 07:17 |
 | Power Treads | 19 | 57.58% | 86.2 | 57.89% | +0.75% | +22.11% | -17.89% | -37.50% | 05:30 | 03:42 | 05:02 | 05:34 | 06:06 | 07:02 | 01:04 | 00:47 |
 | Force Staff | 3 | 9.09% | 84.5 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 17:20 | 13:20 | 13:20 | 15:07 | 23:32 | 23:32 | 10:12 | 07:33 |
 | Abyssal Blade | 3 | 9.09% | 82.8 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 40:24 | 30:42 | 30:42 | 37:06 | 53:24 | 53:24 | 22:42 | 16:48 |
 | Black King Bar | 24 | 72.73% | 81.0 | 54.17% | -12.50% | +29.16% | -4.17% | -9.61% | 20:56 | 16:12 | 18:04 | 19:16 | 21:32 | 38:31 | 03:28 | 02:34 |
 | Yasha | 11 | 33.33% | 79.3 | 63.64% | +9.09% | +3.03% | -30.31% | -14.93% | 20:40 | 14:33 | 19:18 | 20:23 | 21:32 | 29:34 | 02:14 | 01:39 |
 | Linken's Sphere | 9 | 27.27% | 77.6 | 66.67% | +12.50% | +33.33% | -16.67% | -5.18% | 31:20 | 21:00 | 24:09 | 26:23 | 33:48 | 50:16 | 09:39 | 07:08 |
 | Mjollnir | 5 | 15.15% | 75.9 | 80.00% | +26.43% | -80.00% | +20.00% | 12.27% | 31:40 | 26:21 | 26:21 | 31:20 | 34:30 | 37:23 | 08:09 | 06:02 |
 | Vanguard | 5 | 15.15% | 74.1 | 80.00% | +26.43% | +20.00% | +20.00% | 0.00% | 34:52 | 25:24 | 25:24 | 31:36 | 33:39 | 53:18 | 08:15 | 06:06 |
 | Maelstrom | 21 | 63.64% | 72.4 | 52.38% | -14.29% | +7.62% | -12.38% | -7.74% | 11:56 | 09:34 | 10:25 | 11:42 | 13:00 | 15:55 | 02:35 | 01:54 |
 | Javelin | 21 | 63.64% | 70.7 | 52.38% | -14.29% | +7.62% | +7.62% | 0.00% | 08:20 | 04:41 | 06:46 | 07:35 | 09:22 | 15:35 | 02:36 | 01:55 |
 | Chainmail | 13 | 39.39% | 69.0 | 53.85% | -6.15% | -53.85% | +12.82% | 19.23% | 07:15 | 03:57 | 04:23 | 05:21 | 07:51 | 18:49 | 03:28 | 02:34 |
 | Aghanim's Shard | 13 | 39.39% | 67.2 | 53.85% | -6.15% | -20.52% | +12.82% | 7.75% | 28:17 | 22:08 | 25:00 | 27:35 | 29:18 | 37:54 | 04:18 | 03:11 |
 | Wind Lace | 8 | 24.24% | 65.5 | 62.50% | +6.50% | -12.50% | -62.50% | -3.58% | 10:42 | -01:25 | 03:13 | 06:58 | 17:10 | 27:08 | 13:57 | 10:20 |
 | Manta Style | 6 | 18.18% | 63.8 | 66.67% | +11.11% | +33.33% | -66.67% | -12.45% | 24:54 | 16:23 | 21:14 | 21:43 | 29:16 | 35:51 | 08:02 | 05:57 |
 | Sange | 4 | 12.12% | 62.1 | 75.00% | +19.83% | +25.00% | -75.00% | -33.15% | 24:45 | 21:52 | 21:52 | 23:51 | 24:53 | 28:24 | 03:01 | 02:14 |
 | Eye of Skadi | 4 | 12.12% | 60.3 | 75.00% | +19.83% | -75.00% | +25.00% | 58.25% | 30:42 | 29:01 | 29:01 | 29:49 | 30:44 | 33:14 | 01:43 | 01:16 |
 | Fluffy Hat | 4 | 12.12% | 58.6 | 75.00% | +19.83% | -75.00% | +25.00% | 100.00% | 08:07 | 07:21 | 07:21 | 07:54 | 08:15 | 08:58 | 00:54 | 00:40 |
 | Refresher Orb | 4 | 12.12% | 56.9 | 75.00% | +19.83% | -75.00% | +25.00% | 14.74% | 40:57 | 36:18 | 36:18 | 37:16 | 43:05 | 47:09 | 06:47 | 05:01 |
 | Phase Boots | 12 | 36.36% | 55.2 | 50.00% | -11.90% | +16.67% | +16.67% | 0.00% | 08:12 | 05:22 | 06:16 | 06:34 | 08:23 | 19:27 | 02:07 | 01:34 |
 | Crown | 9 | 27.27% | 53.4 | 44.44% | -18.06% | +5.56% | -44.44% | -4.16% | 11:16 | 02:59 | 06:17 | 08:18 | 18:18 | 20:57 | 12:01 | 08:54 |
 | Sange and Yasha | 3 | 9.09% | 51.7 | 66.67% | +10.00% | +33.33% | 0.00% | 0.00% | 24:52 | 22:05 | 22:05 | 24:07 | 28:24 | 28:24 | 06:19 | 04:40 |
 | Lotus Orb | 3 | 9.09% | 50.0 | 66.67% | +10.00% | -66.67% | 0.00% | 0.00% | 30:21 | 23:54 | 23:54 | 29:25 | 37:45 | 37:45 | 13:51 | 10:15 |
 | Morbid Mask | 3 | 9.09% | 48.3 | 66.67% | +10.00% | +33.33% | 0.00% | 0.00% | 34:09 | 26:22 | 26:22 | 32:09 | 43:56 | 43:56 | 17:34 | 13:00 |
 | Rod of Atos | 8 | 24.24% | 46.6 | 37.50% | -26.50% | +62.50% | -37.50% | -28.17% | 17:17 | 11:37 | 13:02 | 16:09 | 16:35 | 25:03 | 03:33 | 02:37 |
 | Medallion of Courage | 1 | 3.03% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.03% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 48:44 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.03% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 58:26 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 3.03% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:26 | 51:26 | 51:26 | 51:26 | 51:26 | 51:26 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.03% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 21:56 | 00:00 | 00:00 |
 | Nullifier | 1 | 3.03% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 54:09 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.03% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.03% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 48:20 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 3.03% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.03% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 27:23 | 00:00 | 00:00 |
 | Buckler | 1 | 3.03% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 27:03 | 00:00 | 00:00 |
 | Satanic | 1 | 3.03% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.03% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 42:50 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.03% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:22 | 26:22 | 26:22 | 26:22 | 26:22 | 26:22 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.03% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 3.03% | 19.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 08:15 | 00:00 | 00:00 |
 | Wraith Band | 5 | 15.15% | 17.2 | 40.00% | -20.71% | -40.00% | +60.00% | 34.88% | 03:04 | 01:29 | 01:29 | 02:02 | 04:21 | 05:45 | 02:52 | 02:07 |
 | Ring of Protection | 5 | 15.15% | 15.5 | 40.00% | -20.71% | -40.00% | +60.00% | 100.00% | -00:22 | -01:29 | -01:29 | -01:29 | -01:26 | 04:03 | 00:03 | 00:02 |
 | Blight Stone | 2 | 6.06% | 13.8 | 50.00% | -8.06% | -50.00% | 0.00% | 0.00% | 10:56 | 06:30 | 06:30 | 15:21 | 15:21 | 15:21 | 08:51 | 06:33 |
 | Orb of Venom | 2 | 6.06% | 12.1 | 50.00% | -8.06% | +50.00% | 0.00% | 0.00% | 03:34 | 01:15 | 01:15 | 05:52 | 05:52 | 05:52 | 04:37 | 03:25 |
 | Blink Dagger | 1 | 3.03% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 38:19 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 3.03% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:21 | 07:21 | 07:21 | 07:21 | 07:21 | 07:21 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.03% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 46:14 | 00:00 | 00:00 |
 | Battle Fury | 1 | 3.03% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 16:21 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 6.06% | 3.4 | 0.00% | -61.29% | 0.00% | 0.00% | 0.00% | 04:30 | 02:31 | 02:31 | 06:29 | 06:29 | 06:29 | 03:58 | 02:56 |
 | Gleipnir | 2 | 6.06% | 1.7 | 0.00% | -61.29% | 0.00% | 0.00% | 0.00% | 24:56 | 24:49 | 24:49 | 25:03 | 25:03 | 25:03 | 00:14 | 00:10 |