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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 | |
 | Bracer | 60 | 76.92% | 100.0 | 66.67% | +22.23% | +6.66% | +6.66% | 0.00% | 02:08 | -01:30 | 01:37 | 02:03 | 02:28 | 11:07 | 00:51 | 00:37 |
 | Aghanim's Scepter | 12 | 15.38% | 98.0 | 83.33% | +25.75% | +16.67% | +16.67% | 0.00% | 32:03 | 18:43 | 24:05 | 31:43 | 37:59 | 41:37 | 13:54 | 10:17 |
 | Power Treads | 71 | 91.03% | 96.0 | 63.38% | +20.52% | -7.82% | +3.29% | 4.87% | 08:04 | 04:30 | 06:26 | 07:23 | 08:43 | 19:12 | 02:17 | 01:41 |
 | Aghanim's Shard | 22 | 28.21% | 94.0 | 72.73% | +15.59% | +27.27% | -12.73% | -6.14% | 29:31 | 20:01 | 24:37 | 27:14 | 31:08 | 50:14 | 06:31 | 04:49 |
 | Boots of Speed | 78 | 100.00% | 92.0 | 61.54% | +61.54% | -6.54% | +6.88% | 9.94% | 03:37 | 01:48 | 02:47 | 03:37 | 04:08 | 07:29 | 01:21 | 01:00 |
 | Black King Bar | 53 | 67.95% | 90.0 | 64.15% | +8.15% | +12.77% | -2.61% | -3.26% | 25:44 | 17:15 | 22:53 | 24:54 | 27:36 | 52:54 | 04:43 | 03:29 |
 | Blink Dagger | 75 | 96.15% | 88.0 | 61.33% | -5.34% | +22.88% | -19.22% | -10.89% | 15:35 | 10:50 | 12:29 | 13:36 | 16:21 | 38:44 | 03:52 | 02:51 |
 | Magic Stick | 77 | 98.72% | 86.0 | 61.04% | -38.96% | +2.12% | +12.64% | 1.90% | 05:03 | -01:29 | 02:03 | 04:39 | 07:35 | 17:41 | 05:32 | 04:05 |
 | Buckler | 11 | 14.10% | 84.0 | 81.82% | +23.61% | -15.15% | +18.18% | 3.53% | 36:01 | 21:26 | 30:14 | 37:31 | 39:40 | 46:42 | 09:26 | 06:59 |
 | Quelling Blade | 71 | 91.03% | 82.0 | 59.15% | -26.56% | -3.59% | +13.07% | 0.00% | -01:23 | -01:30 | -01:29 | -01:29 | -01:29 | 01:27 | 00:00 | 00:00 |
 | Magic Wand | 65 | 83.33% | 80.0 | 58.46% | -18.46% | +4.04% | +16.54% | 2.14% | 10:08 | 02:28 | 06:54 | 09:11 | 12:44 | 24:02 | 05:50 | 04:19 |
 | Ring of Protection | 22 | 28.21% | 78.0 | 63.64% | +2.93% | +3.03% | +36.36% | 0.92% | 17:10 | -01:29 | -01:29 | -01:29 | 37:31 | 46:42 | 39:00 | 28:53 |
 | Assault Cuirass | 9 | 11.54% | 76.0 | 77.78% | +18.36% | +22.22% | +22.22% | 0.00% | 38:14 | 28:50 | 34:40 | 39:07 | 39:58 | 47:13 | 05:18 | 03:55 |
 | Sange | 6 | 7.69% | 74.0 | 83.33% | +23.61% | +16.67% | +16.67% | 0.00% | 30:55 | 27:42 | 29:49 | 30:28 | 32:32 | 33:03 | 02:43 | 02:00 |
 | Ring of Health | 23 | 29.49% | 72.0 | 56.52% | -7.12% | +26.81% | -6.52% | -4.97% | 10:20 | 02:52 | 03:51 | 08:42 | 10:33 | 34:56 | 06:42 | 04:57 |
 | Hood of Defiance | 19 | 24.36% | 70.0 | 57.89% | -4.82% | +2.11% | -17.89% | -5.88% | 11:21 | 06:38 | 09:04 | 10:36 | 12:28 | 21:27 | 03:24 | 02:31 |
 | Crown | 11 | 14.10% | 68.0 | 63.64% | +2.45% | +36.36% | +3.03% | -3.13% | 23:22 | 05:09 | 17:49 | 23:25 | 28:27 | 32:54 | 10:38 | 07:52 |
 | Yasha | 3 | 3.85% | 66.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 35:05 | 34:10 | 34:10 | 34:33 | 36:32 | 36:32 | 02:22 | 01:45 |
 | Helm of Iron Will | 3 | 3.85% | 64.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 35:17 | 07:54 | 07:54 | 48:32 | 49:26 | 49:26 | 41:32 | 30:45 |
 | Fluffy Hat | 3 | 3.85% | 62.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 21:12 | 19:06 | 19:06 | 19:37 | 24:53 | 24:53 | 05:47 | 04:17 |
 | Echo Sabre | 3 | 3.85% | 60.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 29:58 | 26:38 | 26:38 | 31:05 | 32:12 | 32:12 | 05:34 | 04:07 |
 | Force Staff | 3 | 3.85% | 58.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 23:01 | 19:06 | 19:06 | 19:37 | 30:20 | 30:20 | 11:14 | 08:19 |
 | Sange and Yasha | 3 | 3.85% | 56.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 35:27 | 34:24 | 34:24 | 35:07 | 36:51 | 36:51 | 02:27 | 01:48 |
 | Blight Stone | 10 | 12.82% | 54.0 | 60.00% | -1.76% | +6.67% | +40.00% | 3.63% | 21:21 | 14:31 | 17:05 | 19:09 | 26:16 | 30:16 | 09:11 | 06:48 |
 | Medallion of Courage | 10 | 12.82% | 52.0 | 60.00% | -1.76% | +40.00% | +40.00% | 0.00% | 21:35 | 14:31 | 18:43 | 19:22 | 26:16 | 30:16 | 07:33 | 05:35 |
 | Wind Lace | 24 | 30.77% | 50.0 | 45.83% | -22.69% | +37.50% | -12.50% | -12.05% | 11:35 | 03:17 | 05:50 | 08:34 | 09:59 | 30:23 | 04:09 | 03:04 |
 | Morbid Mask | 6 | 7.69% | 48.0 | 66.67% | +5.56% | +33.33% | +33.33% | 0.00% | 20:42 | 06:01 | 08:41 | 10:38 | 36:05 | 41:22 | 27:24 | 20:17 |
 | Void Stone | 4 | 5.13% | 46.0 | 75.00% | +14.19% | +25.00% | +25.00% | 0.00% | 38:41 | 33:46 | 33:46 | 34:50 | 34:56 | 51:12 | 01:10 | 00:51 |
 | Heaven's Halberd | 2 | 2.56% | 44.0 | 100.00% | +39.47% | 0.00% | 0.00% | 0.00% | 34:09 | 30:08 | 30:08 | 38:09 | 38:09 | 38:09 | 08:01 | 05:56 |
 | Vladmir's Offering | 2 | 2.56% | 42.0 | 100.00% | +39.47% | 0.00% | 0.00% | 0.00% | 31:35 | 21:31 | 21:31 | 41:39 | 41:39 | 41:39 | 20:08 | 14:54 |
 | Nullifier | 2 | 2.56% | 40.0 | 100.00% | +39.47% | 0.00% | 0.00% | 0.00% | 49:15 | 48:44 | 48:44 | 49:46 | 49:46 | 49:46 | 01:02 | 00:45 |
 | Drum of Endurance | 2 | 2.56% | 38.0 | 100.00% | +39.47% | 0.00% | 0.00% | 0.00% | 18:17 | 16:50 | 16:50 | 19:44 | 19:44 | 19:44 | 02:54 | 02:08 |
 | Ring of Basilius | 2 | 2.56% | 36.0 | 100.00% | +39.47% | 0.00% | 0.00% | 0.00% | 31:24 | 21:26 | 21:26 | 41:22 | 41:22 | 41:22 | 19:56 | 14:45 |
 | Chainmail | 14 | 17.95% | 34.0 | 42.86% | -22.77% | -17.86% | +23.81% | 2.73% | 18:43 | 06:12 | 11:00 | 18:51 | 26:16 | 35:05 | 15:16 | 11:18 |
 | Hand of Midas | 8 | 10.26% | 32.0 | 50.00% | -12.86% | -50.00% | 0.00% | 9.15% | 12:29 | 07:18 | 08:27 | 11:24 | 13:55 | 21:02 | 05:28 | 04:02 |
 | Solar Crest | 8 | 10.26% | 30.0 | 50.00% | -12.86% | +50.00% | -50.00% | -11.28% | 24:24 | 16:46 | 18:51 | 23:33 | 27:43 | 32:05 | 08:52 | 06:34 |
 | Mask of Madness | 3 | 3.85% | 28.0 | 66.67% | +5.34% | +33.33% | 0.00% | 0.00% | 10:42 | 08:32 | 08:32 | 11:26 | 12:08 | 12:08 | 03:36 | 02:40 |
 | Lotus Orb | 3 | 3.85% | 26.0 | 66.67% | +5.34% | -66.67% | 0.00% | 0.00% | 40:21 | 34:54 | 34:54 | 34:56 | 51:12 | 51:12 | 16:18 | 12:04 |
 | Pipe of Insight | 4 | 5.13% | 24.0 | 50.00% | -12.16% | -50.00% | -50.00% | 0.00% | 17:19 | 14:40 | 14:40 | 15:53 | 16:08 | 22:34 | 01:28 | 01:05 |
 | Headdress | 4 | 5.13% | 22.0 | 50.00% | -12.16% | -50.00% | -50.00% | 0.00% | 16:40 | 14:27 | 14:27 | 14:28 | 15:09 | 22:34 | 00:42 | 00:31 |
 | Helm of the Dominator | 1 | 1.28% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 11:39 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.28% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.28% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 07:44 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 1.28% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 33:46 | 00:00 | 00:00 |
 | Orb of Venom | 5 | 6.41% | 12.0 | 40.00% | -23.01% | -40.00% | +60.00% | 69.77% | 02:01 | 00:57 | 00:57 | 02:16 | 02:23 | 02:28 | 01:26 | 01:03 |
 | Vanguard | 2 | 2.56% | 10.0 | 50.00% | -11.84% | +50.00% | 0.00% | 0.00% | 10:54 | 10:12 | 10:12 | 11:35 | 11:35 | 11:35 | 01:23 | 01:01 |
 | Wraith Band | 2 | 2.56% | 8.0 | 50.00% | -11.84% | -50.00% | 0.00% | 0.00% | 02:21 | 01:17 | 01:17 | 03:25 | 03:25 | 03:25 | 02:08 | 01:34 |
 | Phase Boots | 4 | 5.13% | 6.0 | 25.00% | -38.51% | -25.00% | -25.00% | 0.00% | 09:25 | 08:15 | 08:15 | 08:20 | 09:41 | 11:22 | 01:26 | 01:03 |
 | Javelin | 1 | 1.28% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:32 | 42:32 | 42:32 | 42:32 | 42:32 | 42:32 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.28% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 42:38 | 00:00 | 00:00 |