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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 | |
 | Tranquil Boots | 17 | 11.56% | 100.0 | 76.47% | +32.62% | +23.53% | -1.47% | -1.69% | 22:29 | 08:29 | 14:12 | 15:01 | 28:57 | 46:48 | 14:45 | 10:55 |
 | Blink Dagger | 79 | 53.74% | 97.9 | 55.70% | +17.46% | -0.70% | -15.70% | -1.60% | 25:33 | 11:29 | 20:58 | 26:09 | 30:20 | 43:45 | 09:22 | 06:56 |
 | Magic Wand | 95 | 64.63% | 95.8 | 52.63% | +14.17% | +5.70% | -2.63% | -1.42% | 11:08 | 01:52 | 07:53 | 11:29 | 13:45 | 22:42 | 05:52 | 04:20 |
 | Magic Stick | 136 | 92.52% | 93.8 | 48.53% | +12.17% | +7.35% | -16.18% | -3.95% | 03:51 | -01:29 | -01:29 | 02:11 | 07:26 | 20:40 | 08:55 | 06:36 |
 | Wind Lace | 91 | 61.90% | 91.7 | 50.55% | +7.69% | +1.62% | +1.62% | 0.00% | 12:58 | -01:29 | 09:34 | 13:12 | 14:38 | 46:36 | 05:04 | 03:45 |
 | Aghanim's Shard | 90 | 61.22% | 89.6 | 50.00% | +6.14% | +6.52% | -9.09% | -2.08% | 26:24 | 20:01 | 21:26 | 25:08 | 28:57 | 1:02:55 | 07:31 | 05:34 |
 | Boots of Speed | 146 | 99.32% | 87.5 | 47.26% | -52.74% | -6.72% | +5.52% | 3.25% | 06:28 | -01:29 | 04:36 | 06:23 | 08:22 | 17:13 | 03:46 | 02:47 |
 | Fluffy Hat | 58 | 39.46% | 85.4 | 51.72% | +6.78% | +14.95% | -8.86% | -1.69% | 20:04 | 03:47 | 12:51 | 18:58 | 26:54 | 46:29 | 14:03 | 10:24 |
 | Black King Bar | 11 | 7.48% | 83.3 | 72.73% | +27.14% | -6.06% | +27.27% | 2.16% | 33:25 | 20:58 | 22:36 | 37:41 | 38:03 | 42:45 | 15:27 | 11:26 |
 | Solar Crest | 56 | 38.10% | 81.3 | 51.79% | +6.74% | +19.64% | +19.64% | 0.00% | 19:26 | 12:57 | 16:27 | 19:01 | 21:37 | 29:12 | 05:10 | 03:49 |
 | Force Staff | 45 | 30.61% | 79.2 | 53.33% | +8.23% | +1.22% | -16.97% | -1.53% | 25:45 | 14:47 | 19:38 | 24:56 | 31:32 | 46:29 | 11:54 | 08:48 |
 | Blight Stone | 90 | 61.22% | 77.1 | 47.78% | +0.41% | -17.35% | +6.77% | 12.69% | 02:01 | -01:29 | -01:29 | -01:29 | 03:23 | 23:41 | 04:52 | 03:36 |
 | Drum of Endurance | 4 | 2.72% | 75.0 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 22:19 | 16:42 | 16:42 | 16:56 | 24:40 | 30:57 | 07:58 | 05:54 |
 | Medallion of Courage | 76 | 51.70% | 72.9 | 48.68% | +2.20% | +14.48% | +9.21% | -1.09% | 11:32 | 05:39 | 08:25 | 11:19 | 13:16 | 23:41 | 04:51 | 03:35 |
 | Crown | 69 | 46.94% | 70.8 | 49.28% | +3.13% | +9.54% | +9.54% | 0.00% | 15:14 | 03:53 | 12:11 | 15:03 | 18:15 | 26:51 | 06:04 | 04:29 |
 | Void Stone | 26 | 17.69% | 68.8 | 57.69% | +12.24% | -0.55% | -41.02% | -2.57% | 26:14 | 11:26 | 17:51 | 22:23 | 33:36 | 54:36 | 15:45 | 11:40 |
 | Chainmail | 82 | 55.78% | 66.7 | 47.56% | -0.13% | +14.34% | +7.44% | -1.38% | 11:13 | 04:26 | 07:50 | 11:03 | 12:50 | 23:40 | 05:00 | 03:42 |
 | Ring of Health | 14 | 9.52% | 64.6 | 64.29% | +18.43% | +10.71% | -30.96% | -6.43% | 34:17 | 23:20 | 30:09 | 30:51 | 36:38 | 54:29 | 06:29 | 04:48 |
 | Arcane Boots | 34 | 23.13% | 62.5 | 47.06% | -0.73% | +8.50% | +27.94% | 2.38% | 16:35 | 08:33 | 10:47 | 12:52 | 18:57 | 39:12 | 08:10 | 06:02 |
 | Crystalys | 5 | 3.40% | 60.4 | 80.00% | +33.52% | +20.00% | +20.00% | 0.00% | 40:01 | 33:08 | 33:08 | 41:17 | 43:51 | 45:14 | 10:43 | 07:56 |
 | Eul's Scepter of Divinity | 13 | 8.84% | 58.3 | 53.85% | +6.84% | +12.82% | +12.82% | 0.00% | 21:09 | 16:18 | 17:44 | 19:24 | 22:41 | 35:19 | 04:57 | 03:40 |
 | Headdress | 12 | 8.16% | 56.3 | 50.00% | +2.59% | +50.00% | +16.67% | -2.25% | 10:51 | -01:29 | -01:29 | 13:14 | 16:18 | 23:59 | 17:47 | 13:10 |
 | Aghanim's Scepter | 13 | 8.84% | 54.2 | 46.15% | -1.61% | +53.85% | +20.52% | -2.37% | 28:25 | 18:46 | 19:56 | 25:59 | 33:59 | 44:51 | 14:03 | 10:24 |
 | Veil of Discord | 10 | 6.80% | 52.1 | 50.00% | +2.55% | +16.67% | -50.00% | 0.00% | 13:36 | 10:07 | 12:09 | 12:49 | 14:04 | 19:27 | 01:55 | 01:25 |
 | Glimmer Cape | 10 | 6.80% | 50.0 | 50.00% | +2.55% | -16.67% | -50.00% | 0.00% | 25:44 | 17:15 | 21:59 | 25:00 | 28:53 | 31:01 | 06:54 | 05:06 |
 | Linken's Sphere | 2 | 1.36% | 47.9 | 100.00% | +53.10% | 0.00% | 0.00% | 0.00% | 44:47 | 34:54 | 34:54 | 54:39 | 54:39 | 54:39 | 19:45 | 14:37 |
 | Shadow Blade | 2 | 1.36% | 45.8 | 100.00% | +53.10% | 0.00% | 0.00% | 0.00% | 31:47 | 27:20 | 27:20 | 36:13 | 36:13 | 36:13 | 08:53 | 06:34 |
 | Aeon Disk | 2 | 1.36% | 43.8 | 100.00% | +53.10% | 0.00% | 0.00% | 0.00% | 36:50 | 36:29 | 36:29 | 37:11 | 37:11 | 37:11 | 00:42 | 00:31 |
 | Ring of Basilius | 15 | 10.20% | 41.7 | 40.00% | -8.48% | +10.00% | -15.00% | -4.56% | 07:08 | -01:29 | 03:12 | 04:45 | 08:41 | 25:05 | 05:29 | 04:03 |
 | Power Treads | 5 | 3.40% | 39.6 | 60.00% | +12.82% | -60.00% | -60.00% | 0.00% | 07:45 | 06:49 | 06:49 | 07:59 | 08:10 | 08:51 | 01:21 | 01:00 |
 | Ring of Protection | 16 | 10.88% | 37.5 | 37.50% | -11.35% | -37.50% | -12.50% | 1.86% | 10:59 | -01:29 | 01:43 | 07:43 | 15:11 | 29:22 | 13:28 | 09:58 |
 | Lotus Orb | 9 | 6.12% | 35.4 | 44.44% | -3.39% | +5.56% | -44.44% | 0.00% | 35:00 | 28:30 | 28:54 | 33:59 | 38:31 | 42:42 | 09:37 | 07:07 |
 | Mekansm | 9 | 6.12% | 33.3 | 44.44% | -3.39% | +5.56% | +55.56% | 0.00% | 19:39 | 14:18 | 15:59 | 17:41 | 22:39 | 25:29 | 06:40 | 04:56 |
 | Soul Ring | 6 | 4.08% | 31.3 | 50.00% | +2.48% | 0.00% | -50.00% | 0.00% | 07:30 | 04:08 | 06:06 | 07:03 | 09:16 | 09:44 | 03:10 | 02:20 |
 | Javelin | 3 | 2.04% | 29.2 | 66.67% | +19.45% | +33.33% | 0.00% | 0.00% | 33:39 | 30:12 | 30:12 | 33:28 | 37:16 | 37:16 | 07:04 | 05:14 |
 | Maelstrom | 1 | 0.68% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.68% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 44:44 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.68% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |
 | Ghost Scepter | 5 | 3.40% | 20.8 | 40.00% | -7.89% | -40.00% | +60.00% | 0.00% | 36:01 | 25:36 | 25:36 | 36:01 | 43:38 | 48:25 | 18:02 | 13:21 |
 | Buckler | 5 | 3.40% | 18.8 | 40.00% | -7.89% | +60.00% | -40.00% | 0.00% | 23:39 | 15:36 | 15:36 | 24:31 | 28:32 | 29:22 | 12:56 | 09:34 |
 | Guardian Greaves | 2 | 1.36% | 16.7 | 50.00% | +2.41% | +50.00% | 0.00% | 0.00% | 25:53 | 21:54 | 21:54 | 29:51 | 29:51 | 29:51 | 07:57 | 05:53 |
 | Bottle | 2 | 1.36% | 14.6 | 50.00% | +2.41% | +50.00% | 0.00% | 0.00% | 02:30 | 01:06 | 01:06 | 03:54 | 03:54 | 03:54 | 02:48 | 02:04 |
 | Monkey King Bar | 2 | 1.36% | 12.5 | 50.00% | +2.41% | +50.00% | 0.00% | 0.00% | 34:09 | 30:38 | 30:38 | 37:39 | 37:39 | 37:39 | 07:01 | 05:11 |
 | Spirit Vessel | 3 | 2.04% | 10.4 | 33.33% | -14.59% | +66.67% | 0.00% | 0.00% | 20:16 | 17:41 | 17:41 | 20:51 | 22:15 | 22:15 | 04:34 | 03:22 |
 | Urn of Shadows | 4 | 2.72% | 8.3 | 25.00% | -23.25% | -25.00% | -25.00% | 0.00% | 11:36 | 06:56 | 06:56 | 12:17 | 13:15 | 13:55 | 06:19 | 04:40 |
 | Quelling Blade | 3 | 2.04% | 6.3 | 0.00% | -48.61% | 0.00% | 0.00% | 0.00% | 20:00 | 12:44 | 12:44 | 22:57 | 24:20 | 24:20 | 11:36 | 08:35 |
 | Sange | 1 | 0.68% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 47:13 | 00:00 | 00:00 |
 | Dagon | 1 | 0.68% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |