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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 | |
 | Ring of Health | 18 | 21.43% | 100.0 | 100.00% | +60.61% | 0.00% | 0.00% | 0.00% | 22:25 | 13:58 | 18:04 | 19:43 | 22:02 | 49:44 | 03:58 | 02:56 |
 | Hood of Defiance | 13 | 15.48% | 98.1 | 100.00% | +56.34% | 0.00% | 0.00% | 0.00% | 21:07 | 14:11 | 15:09 | 19:52 | 20:35 | 49:59 | 05:26 | 04:01 |
 | Pipe of Insight | 5 | 5.95% | 96.2 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 31:08 | 24:01 | 24:01 | 32:19 | 33:13 | 36:20 | 09:12 | 06:48 |
 | Ring of Basilius | 5 | 5.95% | 94.2 | 100.00% | +50.63% | 0.00% | 0.00% | 0.00% | 19:47 | 04:43 | 04:43 | 11:56 | 33:10 | 39:33 | 28:27 | 21:04 |
 | Power Treads | 47 | 55.95% | 92.3 | 61.70% | +21.16% | +4.97% | -3.37% | -1.13% | 18:25 | 10:06 | 13:29 | 16:22 | 20:51 | 38:43 | 07:22 | 05:27 |
 | Blight Stone | 28 | 33.33% | 90.4 | 64.29% | +17.86% | -21.43% | +21.42% | 2.09% | 13:31 | -01:30 | -01:29 | 11:45 | 22:00 | 39:32 | 23:29 | 17:23 |
 | Boots of Speed | 83 | 98.81% | 88.5 | 53.01% | +53.01% | -5.39% | +4.13% | 3.76% | 07:12 | 01:51 | 05:46 | 06:57 | 08:18 | 14:20 | 02:32 | 01:52 |
 | Magic Wand | 73 | 86.90% | 86.5 | 53.42% | +7.97% | +7.69% | -3.42% | -2.62% | 10:01 | 03:16 | 06:48 | 09:30 | 11:02 | 32:18 | 04:14 | 03:08 |
 | Drum of Endurance | 20 | 23.81% | 84.6 | 65.00% | +16.56% | -25.00% | +15.00% | 4.49% | 23:32 | 12:49 | 17:38 | 22:30 | 26:32 | 42:02 | 08:54 | 06:35 |
 | Medallion of Courage | 22 | 26.19% | 82.7 | 63.64% | +15.25% | +3.03% | +16.36% | 0.83% | 20:38 | 06:01 | 12:57 | 19:13 | 28:58 | 39:32 | 16:01 | 11:51 |
 | Force Staff | 24 | 28.57% | 80.8 | 62.50% | +14.17% | -12.50% | +4.17% | 2.23% | 31:11 | 17:30 | 24:14 | 27:28 | 31:43 | 1:18:17 | 07:29 | 05:32 |
 | Chainmail | 24 | 28.57% | 78.8 | 62.50% | +14.17% | +4.17% | +20.83% | 1.41% | 18:48 | 04:07 | 10:12 | 17:51 | 22:00 | 39:31 | 11:48 | 08:44 |
 | Magic Stick | 81 | 96.43% | 76.9 | 51.85% | -14.82% | +18.15% | -16.85% | -5.17% | 05:49 | -01:29 | 02:05 | 04:56 | 08:51 | 23:32 | 06:46 | 05:00 |
 | Helm of Iron Will | 4 | 4.76% | 75.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:02 | 20:49 | 20:49 | 25:18 | 25:53 | 48:06 | 05:04 | 03:45 |
 | Wind Lace | 48 | 57.14% | 73.1 | 54.17% | +4.17% | -4.17% | +12.50% | 1.29% | 14:19 | -01:29 | 06:19 | 11:45 | 19:12 | 43:50 | 12:53 | 09:32 |
 | Glimmer Cape | 33 | 39.29% | 71.2 | 54.55% | +3.57% | +20.45% | -4.55% | -4.26% | 22:29 | 14:06 | 18:11 | 22:05 | 24:03 | 40:45 | 05:52 | 04:20 |
 | Headdress | 12 | 14.29% | 69.2 | 66.67% | +16.67% | -33.34% | +33.33% | 3.63% | 23:41 | 09:53 | 13:23 | 24:47 | 31:46 | 35:44 | 18:23 | 13:37 |
 | Ghost Scepter | 11 | 13.10% | 67.3 | 63.64% | +12.96% | +3.03% | +36.36% | 8.44% | 28:30 | 18:08 | 24:57 | 27:21 | 28:54 | 39:16 | 03:57 | 02:55 |
 | Vanguard | 3 | 3.57% | 65.4 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% | 20:11 | 17:59 | 17:59 | 19:43 | 22:52 | 22:52 | 04:53 | 03:37 |
 | Void Stone | 3 | 3.57% | 63.5 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% | 33:13 | 25:57 | 25:57 | 30:26 | 43:17 | 43:17 | 17:20 | 12:50 |
 | Dragon Lance | 5 | 5.95% | 61.5 | 80.00% | +29.37% | -80.00% | +20.00% | 14.49% | 26:18 | 20:14 | 20:14 | 22:14 | 27:08 | 39:45 | 06:54 | 05:06 |
 | Fluffy Hat | 15 | 17.86% | 59.6 | 53.33% | +1.16% | +21.67% | +21.67% | 0.00% | 18:25 | 07:58 | 09:49 | 18:14 | 23:39 | 32:45 | 13:50 | 10:14 |
 | Solar Crest | 10 | 11.90% | 57.7 | 60.00% | +8.65% | +6.67% | -10.00% | -3.05% | 31:52 | 20:32 | 28:36 | 30:29 | 34:04 | 44:38 | 05:28 | 04:02 |
 | Ring of Protection | 8 | 9.52% | 55.8 | 62.50% | +11.18% | -12.50% | -12.50% | 0.00% | 21:24 | 08:24 | 09:59 | 10:52 | 33:09 | 42:10 | 23:10 | 17:09 |
 | Aghanim's Shard | 6 | 7.14% | 53.8 | 66.67% | +15.39% | -66.67% | +33.33% | 10.02% | 32:09 | 21:21 | 25:11 | 29:36 | 35:10 | 50:23 | 09:59 | 07:23 |
 | Crimson Guard | 2 | 2.38% | 51.9 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 26:36 | 25:42 | 25:42 | 27:30 | 27:30 | 27:30 | 01:48 | 01:20 |
 | Arcane Boots | 2 | 2.38% | 50.0 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 27:11 | 26:49 | 26:49 | 27:33 | 27:33 | 27:33 | 00:44 | 00:32 |
 | Lotus Orb | 2 | 2.38% | 48.1 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 36:53 | 30:29 | 30:29 | 43:17 | 43:17 | 43:17 | 12:48 | 09:28 |
 | Hurricane Pike | 2 | 2.38% | 46.2 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 53:57 | 29:28 | 29:28 | 1:18:25 | 1:18:25 | 1:18:25 | 48:57 | 36:15 |
 | Morbid Mask | 2 | 2.38% | 44.2 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 36:22 | 33:10 | 33:10 | 39:33 | 39:33 | 39:33 | 06:23 | 04:43 |
 | Vladmir's Offering | 2 | 2.38% | 42.3 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 36:22 | 33:10 | 33:10 | 39:33 | 39:33 | 39:33 | 06:23 | 04:43 |
 | Holy Locket | 7 | 8.33% | 40.4 | 57.14% | +5.19% | -7.14% | -7.14% | 0.00% | 25:36 | 16:30 | 21:47 | 25:47 | 28:50 | 32:35 | 07:03 | 05:13 |
 | Buckler | 5 | 5.95% | 38.5 | 60.00% | +8.10% | -60.00% | +40.00% | 4.32% | 21:59 | 09:59 | 09:59 | 16:20 | 33:09 | 39:33 | 23:10 | 17:09 |
 | Tranquil Boots | 15 | 17.86% | 36.5 | 33.33% | -23.19% | +16.67% | -8.33% | -6.52% | 13:22 | 05:35 | 10:03 | 12:02 | 13:53 | 30:43 | 03:50 | 02:50 |
 | Urn of Shadows | 3 | 3.57% | 34.6 | 66.67% | +14.82% | +33.33% | 0.00% | 0.00% | 22:11 | 08:24 | 08:24 | 15:58 | 42:10 | 42:10 | 33:46 | 25:00 |
 | Bracer | 3 | 3.57% | 32.7 | 66.67% | +14.82% | -66.67% | 0.00% | 0.00% | 15:48 | 04:31 | 04:31 | 18:04 | 24:50 | 24:50 | 20:19 | 15:02 |
 | Quelling Blade | 4 | 4.76% | 30.8 | 50.00% | -2.50% | -50.00% | -50.00% | 0.00% | 14:00 | 07:44 | 07:44 | 08:48 | 11:00 | 28:28 | 03:16 | 02:25 |
 | Witch Blade | 1 | 1.19% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Javelin | 1 | 1.19% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 36:29 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.19% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:21 | 60:21 | 60:21 | 60:21 | 60:21 | 60:21 | 00:00 | 00:00 |
 | Crown | 1 | 1.19% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 17:23 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.19% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 28:42 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.19% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:24 | 02:24 | 02:24 | 02:24 | 02:24 | 02:24 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 1.19% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 13:43 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 1.19% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 |
 | Nullifier | 1 | 1.19% | 13.5 | 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 |
 | Sange | 1 | 1.19% | 11.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.19% | 9.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 38:02 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 1.19% | 7.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 1.19% | 5.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 41:28 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.19% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 1.19% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |