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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 | 94 | 94.95% | 100.0 | 59.57% | +59.57% | +2.93% | -3.05% | -1.50% | 07:19 | 00:20 | 05:02 | 06:28 | 09:01 | 28:18 | 03:59 | 02:57 |
 | Tranquil Boots | 16 | 16.16% | 98.1 | 75.00% | +21.99% | +25.00% | -25.00% | -5.94% | 21:53 | 11:47 | 16:51 | 22:12 | 25:16 | 31:35 | 08:25 | 06:14 |
 | Magic Stick | 97 | 97.98% | 96.2 | 57.73% | +57.73% | +13.10% | -3.56% | -5.55% | 01:58 | -01:30 | -01:29 | -00:55 | 04:29 | 13:13 | 05:58 | 04:25 |
 | Boots of Speed | 98 | 98.99% | 94.2 | 57.14% | +57.14% | -1.14% | -7.14% | -1.67% | 06:26 | -01:29 | 04:21 | 06:04 | 07:57 | 27:25 | 03:36 | 02:40 |
 | Black King Bar | 8 | 8.08% | 92.3 | 87.50% | +33.65% | +12.50% | +12.50% | 0.00% | 38:41 | 29:19 | 32:18 | 37:22 | 43:39 | 50:00 | 11:21 | 08:24 |
 | Wind Lace | 25 | 25.25% | 90.4 | 68.00% | +15.30% | -1.33% | -1.33% | 0.00% | 16:14 | -01:29 | 06:24 | 10:54 | 24:21 | 43:58 | 17:57 | 13:17 |
 | Boots of Bearing | 13 | 13.13% | 88.5 | 76.92% | +23.43% | +23.08% | -10.25% | -4.17% | 27:57 | 19:25 | 21:48 | 27:16 | 29:47 | 38:53 | 07:59 | 05:54 |
 | Ring of Protection | 13 | 13.13% | 86.5 | 76.92% | +23.43% | +23.08% | -43.59% | -1.71% | 24:13 | -01:29 | -01:29 | 33:44 | 40:25 | 42:50 | 41:54 | 31:02 |
 | Dragon Lance | 55 | 55.56% | 84.6 | 60.00% | +7.73% | +4.29% | +4.29% | 0.00% | 24:57 | 14:41 | 18:15 | 21:41 | 28:43 | 47:46 | 10:28 | 07:45 |
 | Drum of Endurance | 20 | 20.20% | 82.7 | 70.00% | +16.84% | +30.00% | +10.00% | -1.42% | 23:04 | 10:19 | 14:06 | 17:54 | 28:13 | 47:36 | 14:07 | 10:27 |
 | Fluffy Hat | 96 | 96.97% | 80.8 | 55.21% | -44.79% | +3.12% | -5.21% | -0.98% | 13:29 | -01:29 | 08:33 | 11:13 | 17:05 | 50:35 | 08:32 | 06:19 |
 | Force Staff | 79 | 79.80% | 78.8 | 55.70% | -4.30% | +4.30% | -15.70% | -2.46% | 24:49 | 14:24 | 19:48 | 23:34 | 27:55 | 52:51 | 08:07 | 06:00 |
 | Headdress | 17 | 17.17% | 76.9 | 70.59% | +16.93% | +4.41% | +4.41% | 0.00% | 23:19 | 12:08 | 14:11 | 21:37 | 27:15 | 41:56 | 13:04 | 09:40 |
 | Ring of Health | 19 | 19.19% | 75.0 | 68.42% | +14.67% | +31.58% | -8.42% | -7.14% | 21:32 | 10:08 | 15:34 | 18:46 | 21:10 | 45:21 | 05:36 | 04:08 |
 | Hurricane Pike | 48 | 48.48% | 73.1 | 58.33% | +3.43% | +8.34% | 0.00% | -0.84% | 30:28 | 19:43 | 25:22 | 29:46 | 35:20 | 48:18 | 09:58 | 07:22 |
 | Power Treads | 63 | 63.64% | 71.2 | 55.56% | -2.77% | +0.69% | -5.56% | -0.83% | 16:26 | 08:25 | 11:51 | 13:29 | 19:21 | 36:50 | 07:30 | 05:33 |
 | Pipe of Insight | 14 | 14.14% | 69.2 | 71.43% | +17.31% | +3.57% | -4.76% | -0.73% | 26:52 | 16:11 | 21:39 | 25:08 | 33:02 | 42:23 | 11:23 | 08:25 |
 | Hood of Defiance | 16 | 16.16% | 67.3 | 68.75% | +14.53% | +31.25% | -18.75% | -9.26% | 19:44 | 10:23 | 14:53 | 19:00 | 20:17 | 39:42 | 05:24 | 04:00 |
 | Glimmer Cape | 26 | 26.26% | 65.4 | 61.54% | +6.75% | +24.17% | -11.54% | -2.91% | 25:06 | 14:30 | 17:20 | 24:25 | 29:37 | 53:34 | 12:17 | 09:05 |
 | Buckler | 9 | 9.09% | 63.5 | 66.67% | +11.11% | +33.33% | -16.67% | -3.21% | 35:37 | 24:22 | 24:54 | 38:02 | 40:30 | 42:50 | 15:36 | 11:33 |
 | Mage Slayer | 3 | 3.03% | 61.5 | 100.00% | +44.79% | 0.00% | 0.00% | 0.00% | 35:24 | 28:05 | 28:05 | 32:29 | 45:39 | 45:39 | 17:34 | 13:00 |
 | Ghost Scepter | 3 | 3.03% | 59.6 | 100.00% | +44.79% | 0.00% | 0.00% | 0.00% | 29:08 | 22:59 | 22:59 | 31:38 | 32:47 | 32:47 | 09:48 | 07:15 |
 | Vladmir's Offering | 7 | 7.07% | 57.7 | 71.43% | +16.00% | -21.43% | -21.43% | 0.00% | 39:38 | 34:35 | 35:39 | 39:34 | 40:25 | 47:47 | 04:46 | 03:31 |
 | Void Stone | 5 | 5.05% | 55.8 | 80.00% | +24.68% | +20.00% | +20.00% | 0.00% | 32:17 | 21:08 | 21:08 | 33:16 | 39:41 | 40:00 | 18:33 | 13:44 |
 | Blight Stone | 13 | 13.13% | 53.8 | 53.85% | -3.13% | +12.82% | -20.52% | -33.34% | 05:11 | -01:29 | -01:29 | -01:29 | -01:21 | 31:17 | 00:08 | 00:05 |
 | Morbid Mask | 6 | 6.06% | 51.9 | 66.67% | +10.76% | -16.67% | -66.67% | 0.00% | 39:27 | 34:29 | 34:55 | 38:02 | 41:23 | 47:25 | 06:28 | 04:47 |
 | Holy Locket | 2 | 2.02% | 50.0 | 100.00% | +44.33% | 0.00% | 0.00% | 0.00% | 28:45 | 23:13 | 23:13 | 34:17 | 34:17 | 34:17 | 11:04 | 08:11 |
 | Ring of Basilius | 7 | 7.07% | 48.1 | 57.14% | +0.62% | -57.14% | -7.14% | 8.43% | 34:00 | 01:22 | 34:29 | 38:02 | 40:25 | 47:24 | 05:56 | 04:23 |
 | Aghanim's Shard | 11 | 11.11% | 46.2 | 45.45% | -12.50% | -45.45% | +21.22% | 16.46% | 21:19 | 15:03 | 17:53 | 21:02 | 21:56 | 31:25 | 04:03 | 03:00 |
 | Wraith Band | 15 | 15.15% | 44.2 | 40.00% | -19.52% | +35.00% | -15.00% | -5.37% | 25:21 | 11:41 | 20:16 | 24:47 | 29:35 | 34:49 | 09:19 | 06:54 |
 | Medallion of Courage | 5 | 5.05% | 42.3 | 60.00% | +3.62% | +40.00% | -60.00% | 0.00% | 21:06 | 08:23 | 08:23 | 20:59 | 30:48 | 31:30 | 22:25 | 16:36 |
 | Chainmail | 6 | 6.06% | 40.4 | 50.00% | -6.99% | 0.00% | -50.00% | 0.00% | 18:44 | 08:23 | 12:23 | 12:31 | 29:14 | 29:36 | 16:51 | 12:28 |
 | Quelling Blade | 6 | 6.06% | 38.5 | 50.00% | -6.99% | +50.00% | +50.00% | 0.00% | 15:10 | -01:29 | 06:48 | 07:23 | 33:28 | 36:28 | 26:40 | 19:45 |
 | Arcane Boots | 3 | 3.03% | 36.5 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 20:37 | 17:04 | 17:04 | 20:46 | 24:01 | 24:01 | 06:57 | 05:08 |
 | Aghanim's Scepter | 3 | 3.03% | 34.6 | 66.67% | +10.42% | -66.67% | 0.00% | 0.00% | 41:57 | 36:02 | 36:02 | 38:37 | 51:11 | 51:11 | 15:09 | 11:13 |
 | Wraith Pact | 3 | 3.03% | 32.7 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 47:03 | 42:10 | 42:10 | 48:47 | 50:13 | 50:13 | 08:03 | 05:57 |
 | Lotus Orb | 3 | 3.03% | 30.8 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 41:53 | 29:44 | 29:44 | 45:21 | 50:33 | 50:33 | 20:49 | 15:25 |
 | Scythe of Vyse | 3 | 3.03% | 28.8 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 38:43 | 36:18 | 36:18 | 39:50 | 40:00 | 40:00 | 03:42 | 02:44 |
 | Bracer | 4 | 4.04% | 26.9 | 50.00% | -6.84% | +50.00% | -50.00% | 0.00% | 15:45 | 07:47 | 07:47 | 10:12 | 18:42 | 26:19 | 10:55 | 08:05 |
 | Moon Shard | 4 | 4.04% | 25.0 | 50.00% | -6.84% | +50.00% | -50.00% | 0.00% | 39:51 | 35:35 | 35:35 | 39:05 | 42:09 | 42:35 | 06:34 | 04:51 |
 | Heaven's Halberd | 1 | 1.01% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 27:01 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.01% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Sange | 1 | 1.01% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 21:54 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 1.01% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 36:07 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.01% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 33:27 | 00:00 | 00:00 |
 | Falcon Blade | 2 | 2.02% | 13.5 | 50.00% | -6.70% | -50.00% | 0.00% | 0.00% | 18:26 | 13:53 | 13:53 | 22:59 | 22:59 | 22:59 | 09:06 | 06:44 |
 | Crown | 2 | 2.02% | 11.5 | 0.00% | -57.73% | 0.00% | 0.00% | 0.00% | 34:53 | 34:06 | 34:06 | 35:39 | 35:39 | 35:39 | 01:33 | 01:08 |
 | Javelin | 1 | 1.01% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 45:31 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.01% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.01% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.01% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 00:00 | 00:00 |
 | Solar Crest | 2 | 2.02% | 1.9 | 0.00% | -57.73% | 0.00% | 0.00% | 0.00% | 35:22 | 34:43 | 34:43 | 36:01 | 36:01 | 36:01 | 01:18 | 00:57 |