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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 | |
 | Magic Wand | 58 | 84.06% | 100.0 | 50.00% | +22.73% | -3.33% | +21.43% | 4.03% | 07:49 | 01:27 | 03:56 | 06:33 | 10:05 | 22:02 | 06:09 | 04:33 |
 | Chainmail | 51 | 73.91% | 98.7 | 50.98% | +17.65% | -4.83% | +2.87% | 2.89% | 05:47 | 00:32 | 04:09 | 05:26 | 06:49 | 14:05 | 02:40 | 01:58 |
 | Magic Stick | 63 | 91.30% | 97.3 | 49.21% | +32.54% | +7.04% | +7.04% | 0.00% | 01:40 | -01:30 | -01:29 | 00:30 | 03:32 | 14:40 | 05:01 | 03:42 |
 | Phase Boots | 49 | 71.01% | 96.0 | 51.02% | +16.02% | -1.02% | +15.65% | 9.62% | 06:56 | 04:06 | 05:42 | 06:29 | 07:26 | 14:05 | 01:44 | 01:17 |
 | Quelling Blade | 68 | 98.55% | 94.7 | 47.06% | +47.06% | -35.30% | +23.53% | 0.00% | -01:18 | -01:30 | -01:29 | -01:29 | -01:29 | 03:05 | 00:00 | 00:00 |
 | Ring of Health | 23 | 33.33% | 93.3 | 56.52% | +15.22% | +10.15% | +10.15% | 0.00% | 25:46 | 10:28 | 17:08 | 24:54 | 30:28 | 52:45 | 13:20 | 09:52 |
 | Boots of Speed | 69 | 100.00% | 92.0 | 46.38% | +46.38% | +6.56% | +0.68% | -2.42% | 03:03 | -01:29 | 01:44 | 02:49 | 04:10 | 07:12 | 02:26 | 01:48 |
 | Javelin | 40 | 57.97% | 90.7 | 47.50% | +2.67% | +22.50% | +2.50% | -9.02% | 09:40 | 02:41 | 07:19 | 08:16 | 09:32 | 27:43 | 02:13 | 01:38 |
 | Maelstrom | 40 | 57.97% | 89.3 | 47.50% | +2.67% | +2.50% | +2.50% | 0.00% | 13:08 | 09:15 | 11:07 | 11:58 | 13:03 | 27:43 | 01:56 | 01:25 |
 | Ring of Protection | 11 | 15.94% | 88.0 | 63.64% | +20.54% | +3.03% | +3.03% | 0.00% | 07:56 | -01:29 | -01:29 | 02:44 | 07:29 | 38:28 | 08:58 | 06:38 |
 | Black King Bar | 46 | 66.67% | 86.7 | 45.65% | -2.18% | +12.68% | -27.47% | -7.82% | 22:16 | 16:12 | 19:54 | 21:17 | 25:02 | 31:35 | 05:08 | 03:48 |
 | Gleipnir | 3 | 4.35% | 85.3 | 100.00% | +56.06% | 0.00% | 0.00% | 0.00% | 29:51 | 25:58 | 25:58 | 29:31 | 34:05 | 34:05 | 08:07 | 06:00 |
 | Pipe of Insight | 3 | 4.35% | 84.0 | 100.00% | +56.06% | 0.00% | 0.00% | 0.00% | 21:03 | 16:48 | 16:48 | 22:37 | 23:43 | 23:43 | 06:55 | 05:07 |
 | Headdress | 3 | 4.35% | 82.7 | 100.00% | +56.06% | 0.00% | 0.00% | 0.00% | 20:19 | 16:18 | 16:18 | 22:10 | 22:28 | 22:28 | 06:10 | 04:34 |
 | Yasha | 33 | 47.83% | 81.3 | 48.48% | +4.04% | +1.52% | +1.52% | 0.00% | 19:37 | 11:40 | 14:46 | 18:49 | 24:14 | 30:42 | 09:28 | 07:00 |
 | Sange | 28 | 40.58% | 80.0 | 50.00% | +6.10% | +21.43% | -21.43% | -4.46% | 23:38 | 14:18 | 17:57 | 23:18 | 27:34 | 35:32 | 09:37 | 07:07 |
 | Skull Basher | 21 | 30.43% | 78.7 | 52.38% | +8.63% | -12.38% | -32.38% | -2.80% | 31:22 | 20:16 | 26:47 | 30:35 | 33:56 | 45:36 | 07:09 | 05:17 |
 | Morbid Mask | 5 | 7.25% | 77.3 | 80.00% | +36.25% | +20.00% | -80.00% | -5.12% | 35:39 | 20:29 | 20:29 | 38:29 | 40:01 | 46:45 | 19:32 | 14:28 |
 | Crown | 27 | 39.13% | 76.0 | 48.15% | +2.91% | -5.29% | +8.99% | 1.80% | 12:55 | 04:17 | 08:01 | 09:46 | 15:57 | 32:43 | 07:56 | 05:52 |
 | Wind Lace | 17 | 24.64% | 74.7 | 52.94% | +8.71% | +22.06% | -2.94% | -2.20% | 10:15 | -01:21 | 04:14 | 09:00 | 15:37 | 19:56 | 11:23 | 08:25 |
 | Sange and Yasha | 25 | 36.23% | 73.3 | 48.00% | +2.55% | +35.33% | -31.33% | -8.42% | 23:59 | 14:18 | 19:11 | 24:05 | 27:06 | 35:58 | 07:55 | 05:51 |
 | Wraith Band | 15 | 21.74% | 72.0 | 53.33% | +8.89% | -3.33% | -28.33% | -20.55% | 02:20 | -01:28 | 01:22 | 01:54 | 02:35 | 07:27 | 01:13 | 00:54 |
 | Abyssal Blade | 8 | 11.59% | 70.7 | 62.50% | +18.24% | -12.50% | -12.50% | 0.00% | 38:29 | 29:18 | 31:14 | 32:02 | 46:46 | 52:54 | 15:32 | 11:30 |
 | Blight Stone | 11 | 15.94% | 69.3 | 54.55% | +9.72% | -21.22% | -21.22% | 0.00% | 10:15 | 01:10 | 02:58 | 12:49 | 13:05 | 24:25 | 10:07 | 07:29 |
 | Aghanim's Shard | 14 | 20.29% | 68.0 | 50.00% | +4.55% | +25.00% | -50.00% | -6.70% | 35:35 | 21:28 | 28:00 | 34:46 | 39:12 | 56:05 | 11:12 | 08:17 |
 | Rod of Atos | 20 | 28.99% | 66.7 | 45.00% | -1.94% | -25.00% | +35.00% | 9.42% | 17:30 | 11:11 | 13:08 | 15:17 | 19:30 | 32:43 | 06:22 | 04:42 |
 | Solar Crest | 6 | 8.70% | 65.3 | 66.67% | +22.23% | +33.33% | -66.67% | -21.58% | 21:05 | 16:13 | 19:47 | 19:53 | 24:25 | 25:43 | 04:38 | 03:25 |
 | Medallion of Courage | 6 | 8.70% | 64.0 | 66.67% | +22.23% | +33.33% | -66.67% | -14.12% | 18:00 | 13:25 | 14:41 | 16:45 | 21:46 | 24:25 | 07:05 | 05:14 |
 | Lotus Orb | 4 | 5.80% | 62.7 | 75.00% | +30.38% | +25.00% | -75.00% | 0.00% | 28:06 | 24:36 | 24:36 | 27:20 | 29:58 | 30:28 | 05:22 | 03:58 |
 | Satanic | 4 | 5.80% | 61.3 | 75.00% | +30.38% | +25.00% | -75.00% | 0.00% | 36:32 | 25:24 | 25:24 | 33:02 | 40:37 | 47:03 | 15:13 | 11:16 |
 | Falcon Blade | 2 | 2.90% | 60.0 | 100.00% | +55.22% | 0.00% | 0.00% | 0.00% | 08:38 | 08:11 | 08:11 | 09:05 | 09:05 | 09:05 | 00:54 | 00:40 |
 | Buckler | 2 | 2.90% | 58.7 | 100.00% | +55.22% | 0.00% | 0.00% | 0.00% | 34:28 | 30:28 | 30:28 | 38:28 | 38:28 | 38:28 | 08:00 | 05:55 |
 | Monkey King Bar | 2 | 2.90% | 57.3 | 100.00% | +55.22% | 0.00% | 0.00% | 0.00% | 35:27 | 32:40 | 32:40 | 38:13 | 38:13 | 38:13 | 05:33 | 04:06 |
 | Mjollnir | 13 | 18.84% | 56.0 | 46.15% | -0.28% | -12.82% | -12.82% | 0.00% | 32:46 | 20:45 | 26:45 | 31:59 | 35:28 | 49:22 | 08:43 | 06:27 |
 | Void Stone | 10 | 14.49% | 54.7 | 50.00% | +4.24% | -16.67% | 0.00% | 1.57% | 28:34 | 13:21 | 19:44 | 25:34 | 30:22 | 50:15 | 10:38 | 07:52 |
 | Vanguard | 10 | 14.49% | 53.3 | 50.00% | +4.24% | -16.67% | 0.00% | 1.07% | 36:41 | 25:13 | 31:05 | 31:59 | 46:38 | 52:46 | 15:33 | 11:31 |
 | Hood of Defiance | 11 | 15.94% | 52.0 | 45.45% | -1.10% | +21.22% | -45.45% | -10.90% | 16:52 | 10:54 | 12:12 | 17:23 | 18:19 | 24:54 | 06:07 | 04:31 |
 | Fluffy Hat | 11 | 15.94% | 50.7 | 45.45% | -1.10% | -12.12% | -12.12% | 0.00% | 07:33 | -01:29 | 02:26 | 06:26 | 08:53 | 27:39 | 06:27 | 04:46 |
 | Aghanim's Scepter | 5 | 7.25% | 49.3 | 60.00% | +14.69% | +40.00% | -60.00% | -8.65% | 34:20 | 26:47 | 26:47 | 37:53 | 38:21 | 38:34 | 11:34 | 08:34 |
 | Manta Style | 5 | 7.25% | 48.0 | 60.00% | +14.69% | -60.00% | -60.00% | 0.00% | 23:52 | 18:57 | 18:57 | 24:21 | 26:57 | 27:32 | 08:00 | 05:55 |
 | Orb of Corrosion | 6 | 8.70% | 46.7 | 50.00% | +3.97% | 0.00% | +50.00% | 8.17% | 06:15 | 02:21 | 03:20 | 03:38 | 09:27 | 13:20 | 06:07 | 04:31 |
 | Orb of Venom | 10 | 14.49% | 45.3 | 40.00% | -7.46% | +26.67% | -40.00% | -66.67% | 00:27 | -01:29 | -01:29 | 00:40 | 01:42 | 02:39 | 03:11 | 02:21 |
 | Aeon Disk | 3 | 4.35% | 44.0 | 66.67% | +21.22% | -66.67% | 0.00% | 0.00% | 36:53 | 29:04 | 29:04 | 31:44 | 49:50 | 49:50 | 20:46 | 15:22 |
 | Ghost Scepter | 3 | 4.35% | 42.7 | 66.67% | +21.22% | +33.33% | 0.00% | 0.00% | 36:46 | 25:20 | 25:20 | 37:59 | 47:00 | 47:00 | 21:40 | 16:02 |
 | Power Treads | 16 | 23.19% | 41.3 | 31.25% | -19.69% | -6.25% | -6.25% | 0.00% | 05:57 | 04:26 | 04:36 | 05:48 | 06:59 | 07:39 | 02:23 | 01:45 |
 | Blade Mail | 4 | 5.80% | 40.0 | 50.00% | +3.85% | -50.00% | -50.00% | 0.00% | 14:06 | 10:32 | 10:32 | 13:47 | 14:19 | 17:47 | 03:47 | 02:48 |
 | Urn of Shadows | 4 | 5.80% | 38.7 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 07:09 | 03:25 | 03:25 | 03:51 | 08:58 | 12:20 | 05:33 | 04:06 |
 | Glimmer Cape | 1 | 1.45% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.45% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.45% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 11:29 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 1.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:40 | 39:40 | 39:40 | 39:40 | 39:40 | 39:40 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.45% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 47:03 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.45% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 12:46 | 00:00 | 00:00 |
 | Dagon | 1 | 1.45% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:43 | 50:43 | 50:43 | 50:43 | 50:43 | 50:43 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.45% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:59 | 38:59 | 38:59 | 38:59 | 38:59 | 38:59 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.45% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Eye of Skadi | 7 | 10.14% | 25.3 | 28.57% | -19.82% | -28.57% | +21.43% | 15.87% | 33:42 | 28:13 | 31:07 | 32:08 | 34:16 | 40:57 | 03:09 | 02:20 |
 | Silver Edge | 2 | 2.90% | 24.0 | 50.00% | +3.73% | -50.00% | 0.00% | 0.00% | 51:20 | 41:15 | 41:15 | 1:01:25 | 1:01:25 | 1:01:25 | 20:10 | 14:56 |
 | Refresher Orb | 2 | 2.90% | 22.7 | 50.00% | +3.73% | +50.00% | 0.00% | 0.00% | 50:06 | 48:20 | 48:20 | 51:52 | 51:52 | 51:52 | 03:32 | 02:37 |
 | Spirit Vessel | 2 | 2.90% | 21.3 | 50.00% | +3.73% | +50.00% | 0.00% | 0.00% | 11:31 | 09:52 | 09:52 | 13:09 | 13:09 | 13:09 | 03:17 | 02:25 |
 | Linken's Sphere | 2 | 2.90% | 20.0 | 50.00% | +3.73% | -50.00% | 0.00% | 0.00% | 27:52 | 26:50 | 26:50 | 28:54 | 28:54 | 28:54 | 02:04 | 01:31 |
 | Arcane Boots | 2 | 2.90% | 18.7 | 50.00% | +3.73% | +50.00% | 0.00% | 0.00% | 16:00 | 04:34 | 04:34 | 27:26 | 27:26 | 27:26 | 22:52 | 16:56 |
 | Shadow Blade | 2 | 2.90% | 17.3 | 50.00% | +3.73% | -50.00% | 0.00% | 0.00% | 47:16 | 34:51 | 34:51 | 59:41 | 59:41 | 59:41 | 24:50 | 18:23 |
 | Heaven's Halberd | 2 | 2.90% | 16.0 | 50.00% | +3.73% | -50.00% | 0.00% | 0.00% | 32:07 | 31:27 | 31:27 | 32:46 | 32:46 | 32:46 | 01:19 | 00:58 |
 | Ring of Basilius | 4 | 5.80% | 14.7 | 25.00% | -22.69% | -25.00% | -25.00% | 0.00% | 12:04 | 05:56 | 05:56 | 07:50 | 16:02 | 18:28 | 10:06 | 07:28 |
 | Veil of Discord | 4 | 5.80% | 13.3 | 25.00% | -22.69% | -25.00% | -25.00% | 0.00% | 14:08 | 10:15 | 10:15 | 11:19 | 16:02 | 18:56 | 05:47 | 04:17 |
 | Butterfly | 5 | 7.25% | 12.0 | 20.00% | -28.44% | -20.00% | -20.00% | 0.00% | 39:31 | 36:04 | 36:04 | 39:04 | 40:38 | 44:57 | 04:34 | 03:22 |
 | Crystalys | 1 | 1.45% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Soul Ring | 1 | 1.45% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 00:00 | 00:00 |
 | Bracer | 1 | 1.45% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.45% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 17:38 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.45% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Force Staff | 3 | 4.35% | 4.0 | 0.00% | -48.48% | 0.00% | 0.00% | 0.00% | 25:02 | 16:36 | 16:36 | 27:39 | 30:51 | 30:51 | 14:15 | 10:33 |
 | Eul's Scepter of Divinity | 2 | 2.90% | 2.7 | 0.00% | -47.76% | 0.00% | 0.00% | 0.00% | 20:04 | 18:13 | 18:13 | 21:54 | 21:54 | 21:54 | 03:41 | 02:43 |
 | Crimson Guard | 1 | 1.45% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |