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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 | 11 | 10.78% | 100.0 | 90.91% | +48.05% | +9.09% | -24.24% | -3.45% | 31:11 | 17:36 | 25:31 | 31:46 | 35:11 | 45:08 | 09:40 | 07:09 |
 | Maelstrom | 60 | 58.82% | 97.9 | 60.00% | +29.05% | 0.00% | -6.67% | -0.76% | 20:10 | 11:31 | 15:34 | 18:59 | 24:20 | 35:43 | 08:46 | 06:29 |
 | Linken's Sphere | 7 | 6.86% | 95.7 | 85.71% | +40.45% | +14.29% | +14.29% | 0.00% | 37:30 | 22:15 | 34:31 | 35:42 | 38:18 | 48:16 | 03:47 | 02:48 |
 | Javelin | 71 | 69.61% | 93.6 | 53.52% | +18.04% | -9.08% | -9.08% | 0.00% | 15:09 | 03:13 | 10:47 | 13:36 | 19:03 | 37:08 | 08:16 | 06:07 |
 | Phase Boots | 66 | 64.71% | 91.5 | 53.03% | +14.14% | -0.09% | +9.47% | 1.95% | 10:00 | 04:22 | 06:41 | 08:34 | 11:35 | 41:09 | 04:54 | 03:37 |
 | Boots of Speed | 102 | 100.00% | 89.4 | 48.04% | +48.04% | -9.58% | -8.04% | 0.58% | 05:45 | 01:39 | 04:27 | 05:44 | 07:07 | 09:57 | 02:40 | 01:58 |
 | Magic Wand | 81 | 79.41% | 87.2 | 48.15% | +0.53% | +6.85% | +11.85% | 1.00% | 10:12 | 02:30 | 07:25 | 09:32 | 12:25 | 23:44 | 05:00 | 03:42 |
 | Magic Stick | 91 | 89.22% | 85.1 | 47.25% | -7.30% | +0.58% | -3.77% | -0.78% | 04:32 | 00:36 | 01:41 | 03:25 | 07:14 | 15:44 | 05:33 | 04:06 |
 | Blink Dagger | 54 | 52.94% | 83.0 | 50.00% | +4.17% | +7.14% | -3.85% | -1.14% | 26:21 | 14:37 | 20:35 | 24:22 | 30:12 | 49:23 | 09:37 | 07:07 |
 | Black King Bar | 30 | 29.41% | 80.9 | 53.33% | +7.50% | -15.83% | -10.47% | 0.42% | 29:36 | 17:03 | 22:10 | 28:19 | 34:48 | 60:38 | 12:38 | 09:21 |
 | Orb of Venom | 60 | 58.82% | 78.7 | 46.67% | -3.33% | 0.00% | -13.34% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:12 | 00:00 | 00:00 |
 | Force Staff | 22 | 21.57% | 76.6 | 54.55% | +8.30% | +12.12% | -14.55% | -2.01% | 25:29 | 14:01 | 17:56 | 25:03 | 31:13 | 39:36 | 13:17 | 09:50 |
 | Ring of Protection | 20 | 19.61% | 74.5 | 55.00% | +8.66% | -15.00% | -15.00% | 0.00% | 14:03 | 04:20 | 10:16 | 12:06 | 15:31 | 47:02 | 05:15 | 03:53 |
 | Urn of Shadows | 13 | 12.75% | 72.3 | 61.54% | +15.47% | -28.21% | -28.21% | 0.00% | 15:00 | 10:57 | 12:05 | 14:48 | 16:35 | 19:41 | 04:30 | 03:20 |
 | Void Stone | 11 | 10.78% | 70.2 | 63.64% | +17.49% | +3.03% | -30.31% | -2.42% | 33:54 | 17:36 | 21:42 | 34:01 | 35:28 | 1:08:22 | 13:46 | 10:11 |
 | Null Talisman | 28 | 27.45% | 68.1 | 50.00% | +2.70% | +7.14% | -7.14% | -14.28% | 00:09 | -01:29 | -01:29 | -01:29 | -01:25 | 12:08 | 00:04 | 00:02 |
 | Hood of Defiance | 3 | 2.94% | 66.0 | 100.00% | +53.54% | 0.00% | 0.00% | 0.00% | 29:47 | 27:15 | 27:15 | 29:44 | 32:23 | 32:23 | 05:08 | 03:48 |
 | Pipe of Insight | 3 | 2.94% | 63.8 | 100.00% | +53.54% | 0.00% | 0.00% | 0.00% | 32:10 | 29:12 | 29:12 | 31:32 | 35:47 | 35:47 | 06:35 | 04:52 |
 | Ring of Basilius | 14 | 13.73% | 61.7 | 57.14% | +10.55% | +42.86% | -23.81% | -8.48% | 06:14 | -01:29 | -01:29 | -01:28 | 09:21 | 47:02 | 10:50 | 08:01 |
 | Headdress | 5 | 4.90% | 59.6 | 80.00% | +33.61% | +20.00% | +20.00% | 0.00% | 25:57 | 18:47 | 18:47 | 23:24 | 29:12 | 35:17 | 10:25 | 07:42 |
 | Aghanim's Scepter | 17 | 16.67% | 57.4 | 47.06% | -1.18% | +2.94% | -22.06% | -3.07% | 33:28 | 22:57 | 26:42 | 31:44 | 34:50 | 54:22 | 08:08 | 06:01 |
 | Chainmail | 6 | 5.88% | 55.3 | 66.67% | +19.79% | +33.33% | -66.67% | -12.17% | 20:45 | 11:42 | 15:11 | 19:48 | 23:24 | 31:19 | 08:13 | 06:05 |
 | Blight Stone | 4 | 3.92% | 53.2 | 75.00% | +28.06% | -75.00% | +25.00% | 0.00% | 17:12 | -01:28 | -01:28 | 08:55 | 10:50 | 50:30 | 12:18 | 09:06 |
 | Medallion of Courage | 2 | 1.96% | 51.1 | 100.00% | +53.00% | 0.00% | 0.00% | 0.00% | 15:05 | 14:48 | 14:48 | 15:22 | 15:22 | 15:22 | 00:34 | 00:25 |
 | Bottle | 9 | 8.82% | 48.9 | 44.44% | -3.95% | +5.56% | +5.56% | 0.00% | 06:03 | 02:10 | 03:37 | 04:52 | 07:31 | 13:04 | 03:54 | 02:53 |
 | Mekansm | 3 | 2.94% | 46.8 | 66.67% | +19.20% | -66.67% | 0.00% | 0.00% | 24:53 | 23:26 | 23:26 | 24:34 | 26:40 | 26:40 | 03:14 | 02:23 |
 | Arcane Boots | 16 | 15.69% | 44.7 | 31.25% | -19.91% | +18.75% | -6.25% | -4.39% | 12:19 | 05:49 | 08:18 | 12:50 | 14:00 | 19:19 | 05:42 | 04:13 |
 | Buckler | 4 | 3.92% | 42.6 | 50.00% | +2.04% | +50.00% | -50.00% | 0.00% | 24:36 | 20:35 | 20:35 | 23:04 | 23:26 | 31:19 | 02:51 | 02:06 |
 | Glimmer Cape | 4 | 3.92% | 40.4 | 50.00% | +2.04% | -50.00% | +50.00% | 0.00% | 25:57 | 20:15 | 20:15 | 23:32 | 28:45 | 31:14 | 08:30 | 06:17 |
 | Wind Lace | 9 | 8.82% | 38.3 | 33.33% | -16.13% | -33.33% | -33.33% | 0.00% | 14:11 | 08:54 | 09:31 | 15:19 | 17:28 | 20:32 | 07:57 | 05:53 |
 | Mjollnir | 1 | 0.98% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:34 | 56:34 | 56:34 | 56:34 | 56:34 | 56:34 | 00:00 | 00:00 |
 | Desolator | 1 | 0.98% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |
 | Solar Crest | 1 | 0.98% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |
 | Tranquil Boots | 5 | 4.90% | 29.8 | 40.00% | -8.45% | -40.00% | -40.00% | 0.00% | 13:23 | 09:49 | 09:49 | 13:22 | 15:19 | 17:47 | 05:30 | 04:04 |
 | Monkey King Bar | 11 | 10.78% | 27.7 | 27.27% | -23.28% | +6.06% | -27.27% | -2.65% | 33:28 | 15:01 | 27:51 | 34:41 | 40:27 | 44:00 | 12:36 | 09:20 |
 | Guardian Greaves | 2 | 1.96% | 25.5 | 50.00% | +2.00% | -50.00% | 0.00% | 0.00% | 32:46 | 27:41 | 27:41 | 37:50 | 37:50 | 37:50 | 10:09 | 07:31 |
 | Spirit Vessel | 2 | 1.96% | 23.4 | 50.00% | +2.00% | +50.00% | 0.00% | 0.00% | 24:51 | 22:48 | 22:48 | 26:54 | 26:54 | 26:54 | 04:06 | 03:02 |
 | Crystalys | 5 | 4.90% | 21.3 | 20.00% | -29.48% | -20.00% | -20.00% | 0.00% | 37:54 | 28:49 | 28:49 | 33:46 | 41:54 | 52:16 | 13:05 | 09:41 |
 | Ring of Aquila | 3 | 2.94% | 19.1 | 0.00% | -49.49% | 0.00% | 0.00% | 0.00% | 07:16 | 05:04 | 05:04 | 06:03 | 10:41 | 10:41 | 05:37 | 04:09 |
 | Ghost Scepter | 1 | 0.98% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 46:18 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.98% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:51 | 51:51 | 51:51 | 51:51 | 51:51 | 51:51 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.98% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 1:08:22 | 00:00 | 00:00 |
 | Soul Ring | 1 | 0.98% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:29 | 15:29 | 15:29 | 15:29 | 15:29 | 15:29 | 00:00 | 00:00 |
 | Daedalus | 2 | 1.96% | 8.5 | 0.00% | -49.00% | 0.00% | 0.00% | 0.00% | 43:32 | 36:47 | 36:47 | 50:17 | 50:17 | 50:17 | 13:30 | 10:00 |
 | Wraith Band | 3 | 2.94% | 6.4 | 0.00% | -49.49% | 0.00% | 0.00% | 0.00% | 05:44 | 03:59 | 03:59 | 05:25 | 07:48 | 07:48 | 03:49 | 02:49 |
 | Aeon Disk | 1 | 0.98% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 1.96% | 2.1 | 0.00% | -49.00% | 0.00% | 0.00% | 0.00% | 22:52 | 20:32 | 20:32 | 25:11 | 25:11 | 25:11 | 04:39 | 03:26 |