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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 | 8 | 16.33% | 100.0 | 87.50% | +46.04% | +12.50% | +12.50% | 0.00% | 24:40 | 14:14 | 15:34 | 23:21 | 32:52 | 34:44 | 17:18 | 12:48 |
 | Void Stone | 21 | 42.86% | 98.1 | 66.67% | +30.96% | +13.33% | +13.33% | 0.00% | 23:32 | 10:16 | 15:39 | 21:37 | 30:23 | 44:29 | 14:44 | 10:54 |
 | Dragon Lance | 9 | 18.37% | 96.3 | 77.78% | +35.28% | -27.78% | +22.22% | 7.92% | 18:20 | 12:18 | 13:03 | 18:05 | 19:22 | 26:22 | 06:19 | 04:40 |
 | Wraith Band | 11 | 22.45% | 94.4 | 72.73% | +30.62% | -6.06% | -6.06% | 0.00% | 07:31 | 01:23 | 01:35 | 01:57 | 02:43 | 52:56 | 01:08 | 00:50 |
 | Power Treads | 6 | 12.24% | 92.6 | 83.33% | +39.14% | +16.67% | +16.67% | 0.00% | 07:20 | 05:59 | 06:47 | 06:58 | 08:04 | 08:49 | 01:17 | 00:57 |
 | Crown | 20 | 40.82% | 90.7 | 60.00% | +18.62% | -60.00% | +20.00% | 6.66% | 18:18 | 06:41 | 10:52 | 17:14 | 22:53 | 34:17 | 12:01 | 08:54 |
 | Magic Wand | 43 | 87.76% | 88.9 | 51.16% | +17.83% | +12.48% | -14.80% | -4.95% | 08:22 | -01:29 | 04:38 | 07:59 | 10:09 | 19:51 | 05:31 | 04:05 |
 | Maelstrom | 12 | 24.49% | 87.0 | 66.67% | +23.43% | -33.34% | -33.34% | 0.00% | 20:27 | 08:45 | 10:43 | 16:37 | 25:45 | 40:04 | 15:02 | 11:08 |
 | Javelin | 12 | 24.49% | 85.2 | 66.67% | +23.43% | -33.34% | 0.00% | 1.93% | 17:42 | 03:46 | 06:52 | 16:12 | 24:07 | 40:04 | 17:15 | 12:46 |
 | Magic Stick | 46 | 93.88% | 83.3 | 47.83% | -18.84% | +2.17% | +15.81% | 2.62% | 02:58 | -01:29 | 00:51 | 02:04 | 06:03 | 10:09 | 05:12 | 03:51 |
 | Crystalys | 3 | 6.12% | 81.5 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 27:35 | 24:30 | 24:30 | 28:42 | 29:33 | 29:33 | 05:03 | 03:44 |
 | Lotus Orb | 3 | 6.12% | 79.6 | 100.00% | +54.35% | 0.00% | 0.00% | 0.00% | 31:37 | 25:56 | 25:56 | 34:12 | 34:44 | 34:44 | 08:48 | 06:31 |
 | Aghanim's Scepter | 11 | 22.45% | 77.8 | 63.64% | +18.90% | -30.31% | +36.36% | 7.08% | 34:40 | 22:40 | 29:06 | 35:01 | 38:31 | 47:24 | 09:25 | 06:58 |
 | Boots of Speed | 9 | 18.37% | 75.9 | 66.67% | +21.67% | +33.33% | -66.67% | -23.90% | 09:00 | -01:29 | 02:09 | 03:57 | 06:20 | 44:52 | 04:11 | 03:05 |
 | Spirit Vessel | 21 | 42.86% | 74.1 | 52.38% | +5.95% | +7.62% | -32.38% | -10.39% | 17:35 | 13:22 | 15:28 | 16:47 | 19:19 | 25:19 | 03:51 | 02:51 |
 | Ring of Protection | 33 | 67.35% | 72.2 | 45.45% | -10.80% | +4.55% | -20.45% | -8.06% | 04:40 | -01:29 | 03:41 | 04:51 | 06:47 | 09:06 | 03:06 | 02:17 |
 | Rod of Atos | 12 | 24.49% | 70.4 | 58.33% | +12.38% | -25.00% | +41.67% | 11.70% | 23:40 | 15:17 | 19:38 | 23:42 | 25:20 | 34:17 | 05:42 | 04:13 |
 | Fluffy Hat | 12 | 24.49% | 68.5 | 58.33% | +12.38% | +8.34% | -25.00% | -1.75% | 14:42 | 03:26 | 04:41 | 09:48 | 23:44 | 33:47 | 19:03 | 14:06 |
 | Urn of Shadows | 31 | 63.27% | 66.7 | 45.16% | -10.40% | +17.34% | -45.16% | -26.98% | 07:35 | 03:48 | 06:36 | 07:50 | 08:55 | 10:43 | 02:19 | 01:42 |
 | Aghanim's Shard | 10 | 20.41% | 64.8 | 60.00% | +13.85% | -26.67% | +40.00% | 5.28% | 31:17 | 20:41 | 23:21 | 29:30 | 35:58 | 48:29 | 12:37 | 09:20 |
 | Wind Lace | 13 | 26.53% | 63.0 | 53.85% | +6.63% | +12.82% | +46.15% | 4.89% | 16:12 | 07:48 | 11:52 | 15:46 | 18:41 | 24:24 | 06:49 | 05:02 |
 | Eul's Scepter of Divinity | 6 | 12.24% | 61.1 | 66.67% | +20.16% | -16.67% | +33.33% | 7.71% | 25:09 | 19:29 | 21:43 | 24:49 | 28:12 | 31:41 | 06:29 | 04:48 |
 | Mjollnir | 4 | 8.16% | 59.3 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 26:27 | 23:05 | 23:05 | 24:04 | 24:42 | 33:58 | 01:37 | 01:11 |
 | Orchid Malevolence | 4 | 8.16% | 57.4 | 75.00% | +28.33% | +25.00% | -75.00% | 0.00% | 15:00 | 13:31 | 13:31 | 14:41 | 15:42 | 16:04 | 02:11 | 01:37 |
 | Blink Dagger | 2 | 4.08% | 55.6 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 41:14 | 40:00 | 40:00 | 42:27 | 42:27 | 42:27 | 02:27 | 01:48 |
 | Daedalus | 2 | 4.08% | 53.7 | 100.00% | +53.19% | 0.00% | 0.00% | 0.00% | 30:08 | 27:34 | 27:34 | 32:42 | 32:42 | 32:42 | 05:08 | 03:48 |
 | Black King Bar | 10 | 20.41% | 51.9 | 50.00% | +1.28% | +16.67% | 0.00% | -1.38% | 28:59 | 18:12 | 24:18 | 26:46 | 36:24 | 40:37 | 12:06 | 08:57 |
 | Gleipnir | 5 | 10.20% | 50.0 | 60.00% | +12.27% | +40.00% | -60.00% | -8.00% | 31:25 | 22:12 | 22:12 | 33:23 | 34:42 | 42:57 | 12:30 | 09:15 |
 | Falcon Blade | 3 | 6.12% | 48.1 | 66.67% | +18.84% | -66.67% | 0.00% | 0.00% | 04:57 | 04:12 | 04:12 | 05:04 | 05:36 | 05:36 | 01:24 | 01:02 |
 | Linken's Sphere | 3 | 6.12% | 46.3 | 66.67% | +18.84% | -66.67% | 0.00% | 0.00% | 21:32 | 19:46 | 19:46 | 19:51 | 24:58 | 24:58 | 05:12 | 03:51 |
 | Drum of Endurance | 3 | 6.12% | 44.4 | 66.67% | +18.84% | +33.33% | 0.00% | 0.00% | 14:10 | 10:26 | 10:26 | 11:39 | 20:26 | 20:26 | 10:00 | 07:24 |
 | Solar Crest | 4 | 8.16% | 42.6 | 50.00% | +1.11% | -50.00% | +50.00% | 0.00% | 22:59 | 17:17 | 17:17 | 18:51 | 23:23 | 32:23 | 06:06 | 04:31 |
 | Quelling Blade | 4 | 8.16% | 40.7 | 50.00% | +1.11% | +50.00% | -50.00% | 0.00% | 01:22 | -01:29 | -01:29 | -01:29 | -01:29 | 09:53 | 00:00 | 00:00 |
 | Force Staff | 4 | 8.16% | 38.9 | 50.00% | +1.11% | -50.00% | +50.00% | 0.00% | 30:00 | 22:09 | 22:09 | 26:35 | 30:27 | 40:47 | 08:18 | 06:08 |
 | Morbid Mask | 1 | 2.04% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 34:39 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 2.04% | 35.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.04% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.04% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 40:40 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.04% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.04% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 14:14 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 2.04% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 15:07 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 2.04% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Satanic | 1 | 2.04% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 00:00 | 00:00 |
 | Headdress | 1 | 2.04% | 20.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 00:00 | 00:00 |
 | Blight Stone | 11 | 22.45% | 18.5 | 27.27% | -27.99% | +6.06% | +39.40% | 2.49% | 08:09 | -01:29 | -01:29 | 02:30 | 14:51 | 22:54 | 16:20 | 12:05 |
 | Chainmail | 6 | 12.24% | 16.7 | 33.33% | -17.83% | -33.33% | -33.33% | 0.00% | 16:27 | 09:45 | 13:12 | 14:20 | 20:25 | 22:54 | 07:13 | 05:20 |
 | Medallion of Courage | 6 | 12.24% | 14.8 | 33.33% | -17.83% | -33.33% | -33.33% | 0.00% | 16:55 | 10:54 | 14:20 | 14:51 | 20:25 | 22:54 | 06:05 | 04:30 |
 | Scythe of Vyse | 2 | 4.08% | 13.0 | 50.00% | +1.06% | -50.00% | 0.00% | 0.00% | 39:27 | 34:24 | 34:24 | 44:29 | 44:29 | 44:29 | 10:05 | 07:28 |
 | Nullifier | 3 | 6.12% | 11.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 39:53 | 27:11 | 27:11 | 42:59 | 49:28 | 49:28 | 22:17 | 16:30 |
 | Helm of Iron Will | 3 | 6.12% | 9.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 37:21 | 21:02 | 21:02 | 42:57 | 48:05 | 48:05 | 27:03 | 20:02 |
 | Aether Lens | 1 | 2.04% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Bracer | 4 | 8.16% | 5.6 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 21:58 | 14:59 | 14:59 | 17:29 | 20:20 | 35:05 | 05:21 | 03:57 |
 | Yasha | 1 | 2.04% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 12:42 | 00:00 | 00:00 |
 | Manta Style | 1 | 2.04% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 00:00 | 00:00 |