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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 | |
 | Buckler | 46 | 59.74% | 100.0 | 58.70% | +26.44% | -8.70% | -13.25% | -0.34% | 27:03 | 07:38 | 20:21 | 26:11 | 33:38 | 49:32 | 13:17 | 09:50 |
 | Ring of Protection | 46 | 59.74% | 98.2 | 58.70% | +26.44% | -8.70% | -13.25% | -0.30% | 26:12 | -01:29 | 18:29 | 25:51 | 33:38 | 49:32 | 15:09 | 11:13 |
 | Headdress | 64 | 83.12% | 96.4 | 54.69% | +39.31% | +1.56% | -10.94% | -1.12% | 11:39 | -01:30 | 04:40 | 13:12 | 15:49 | 35:36 | 11:09 | 08:15 |
 | Guardian Greaves | 16 | 20.78% | 94.5 | 68.75% | +26.13% | -18.75% | -18.75% | 0.00% | 29:03 | 15:07 | 23:14 | 28:45 | 32:54 | 45:21 | 09:40 | 07:09 |
 | Arcane Boots | 18 | 23.38% | 92.7 | 66.67% | +24.30% | -6.67% | -16.67% | -0.73% | 21:49 | 05:31 | 14:32 | 21:36 | 28:11 | 39:35 | 13:39 | 10:06 |
 | Mekansm | 41 | 53.25% | 90.9 | 53.66% | +11.99% | +6.34% | -13.66% | -3.08% | 15:17 | 10:13 | 11:27 | 15:02 | 17:57 | 26:15 | 06:30 | 04:48 |
 | Ring of Health | 28 | 36.36% | 89.1 | 57.14% | +14.28% | -14.28% | +14.29% | 5.04% | 21:31 | 14:25 | 17:04 | 18:32 | 22:44 | 48:51 | 05:40 | 04:11 |
 | Pipe of Insight | 26 | 33.77% | 87.3 | 57.69% | +14.55% | -0.55% | +8.98% | 2.05% | 22:48 | 16:44 | 19:39 | 21:31 | 24:18 | 37:42 | 04:39 | 03:26 |
 | Morbid Mask | 24 | 31.17% | 85.5 | 58.33% | +14.93% | +8.34% | -8.33% | -1.18% | 32:40 | 21:23 | 25:12 | 31:06 | 39:18 | 46:26 | 14:06 | 10:26 |
 | Diadem | 18 | 23.38% | 83.6 | 61.11% | +17.04% | +18.89% | -11.11% | -5.26% | 22:57 | 13:22 | 19:38 | 21:42 | 25:20 | 43:11 | 05:42 | 04:13 |
 | Boots of Speed | 67 | 87.01% | 81.8 | 47.76% | -2.24% | +11.06% | +5.18% | -0.64% | 16:12 | -01:29 | 11:38 | 14:33 | 20:46 | 32:18 | 09:08 | 06:45 |
 | Tranquil Boots | 23 | 29.87% | 80.0 | 56.52% | +12.08% | -6.52% | -23.19% | -1.11% | 25:32 | 10:10 | 16:27 | 23:47 | 31:29 | 52:38 | 15:02 | 11:08 |
 | Ring of Basilius | 37 | 48.05% | 78.2 | 51.35% | +6.35% | +26.43% | -18.02% | -2.23% | 18:54 | 02:22 | 06:37 | 19:03 | 26:32 | 44:55 | 19:55 | 14:45 |
 | Chainmail | 72 | 93.51% | 76.4 | 45.83% | -34.17% | +20.84% | -6.94% | -10.42% | 08:31 | 03:54 | 06:30 | 07:46 | 09:10 | 33:29 | 02:40 | 01:58 |
 | Boots of Bearing | 21 | 27.27% | 74.5 | 57.14% | +12.50% | +22.86% | -17.14% | -3.26% | 31:17 | 20:12 | 25:04 | 29:21 | 37:20 | 52:38 | 12:16 | 09:05 |
 | Magic Wand | 65 | 84.42% | 72.7 | 46.15% | -12.18% | +10.10% | -14.90% | -2.73% | 08:56 | -01:29 | 03:53 | 06:23 | 13:03 | 26:33 | 09:10 | 06:47 |
 | Blight Stone | 60 | 77.92% | 70.9 | 46.67% | -6.27% | +13.33% | +6.66% | -1.28% | 07:31 | -01:29 | 03:14 | 05:58 | 08:27 | 33:30 | 05:13 | 03:51 |
 | Holy Locket | 19 | 24.68% | 69.1 | 57.89% | +13.06% | +2.11% | +2.11% | 0.00% | 23:44 | 15:07 | 18:14 | 24:04 | 25:37 | 43:28 | 07:23 | 05:28 |
 | Vladmir's Offering | 26 | 33.77% | 67.3 | 53.85% | +8.75% | +3.29% | -3.85% | -0.58% | 32:30 | 23:39 | 26:32 | 30:36 | 38:46 | 47:46 | 12:14 | 09:03 |
 | Wind Lace | 66 | 85.71% | 65.5 | 45.45% | -18.19% | +13.37% | -14.20% | -7.13% | 12:08 | 03:29 | 08:15 | 10:10 | 12:07 | 45:17 | 03:52 | 02:51 |
 | Magic Stick | 65 | 84.42% | 63.6 | 44.62% | -22.05% | +17.88% | -13.37% | -3.54% | 06:35 | -01:29 | 02:11 | 04:12 | 11:01 | 25:20 | 08:50 | 06:32 |
 | Solar Crest | 58 | 75.32% | 61.8 | 44.83% | -13.06% | +15.17% | +5.17% | -2.44% | 16:01 | 09:40 | 11:22 | 12:48 | 15:28 | 43:18 | 04:06 | 03:02 |
 | Medallion of Courage | 58 | 75.32% | 60.0 | 44.83% | -13.06% | +15.17% | -1.97% | -5.07% | 11:08 | 04:16 | 07:23 | 08:42 | 10:46 | 43:18 | 03:23 | 02:30 |
 | Crown | 58 | 75.32% | 58.2 | 44.83% | -13.06% | +1.84% | +5.17% | 0.77% | 13:47 | 07:18 | 08:59 | 10:24 | 13:17 | 42:46 | 04:18 | 03:11 |
 | Quelling Blade | 3 | 3.90% | 56.4 | 100.00% | +54.05% | 0.00% | 0.00% | 0.00% | -00:28 | -01:29 | -01:29 | -00:55 | 01:00 | 01:00 | 02:29 | 01:50 |
 | Drum of Endurance | 42 | 54.55% | 54.5 | 45.24% | -6.19% | +27.49% | -35.24% | -5.67% | 23:08 | 09:38 | 16:35 | 21:59 | 27:39 | 45:17 | 11:04 | 08:11 |
 | Aghanim's Shard | 28 | 36.36% | 52.7 | 42.86% | -8.16% | +14.28% | 0.00% | -1.10% | 26:34 | 15:54 | 17:27 | 22:37 | 30:24 | 1:05:39 | 12:57 | 09:35 |
 | Void Stone | 4 | 5.19% | 50.9 | 75.00% | +28.42% | -75.00% | +25.00% | 0.00% | 49:07 | 39:31 | 39:31 | 43:06 | 48:51 | 1:05:00 | 09:20 | 06:54 |
 | Linken's Sphere | 2 | 2.60% | 49.1 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 50:38 | 48:51 | 48:51 | 52:25 | 52:25 | 52:25 | 03:34 | 02:38 |
 | Fluffy Hat | 15 | 19.48% | 47.3 | 33.33% | -18.28% | +16.67% | -8.33% | -2.73% | 31:33 | 08:37 | 22:39 | 28:36 | 31:49 | 1:01:35 | 09:10 | 06:47 |
 | Glimmer Cape | 3 | 3.90% | 45.5 | 66.67% | +19.37% | +33.33% | 0.00% | 0.00% | 21:19 | 20:30 | 20:30 | 21:09 | 22:18 | 22:18 | 01:48 | 01:20 |
 | Lotus Orb | 3 | 3.90% | 43.6 | 66.67% | +19.37% | -66.67% | 0.00% | 0.00% | 49:20 | 39:43 | 39:43 | 43:17 | 1:05:00 | 1:05:00 | 25:17 | 18:43 |
 | Ghost Scepter | 3 | 3.90% | 41.8 | 66.67% | +19.37% | +33.33% | 0.00% | 0.00% | 38:06 | 25:09 | 25:09 | 38:13 | 50:55 | 50:55 | 25:46 | 19:05 |
 | Force Staff | 11 | 14.29% | 40.0 | 36.36% | -13.64% | -3.03% | -3.03% | 0.00% | 36:36 | 22:54 | 28:07 | 31:15 | 34:25 | 1:01:35 | 06:18 | 04:40 |
 | Hood of Defiance | 1 | 1.30% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 1.30% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:40 | 1:16:40 | 1:16:40 | 1:16:40 | 1:16:40 | 1:16:40 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 1.30% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 00:00 | 00:00 |
 | Dagon | 1 | 1.30% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 00:00 | 00:00 |
 | Black King Bar | 1 | 1.30% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 35:01 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 1.30% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 1:12:26 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 1.30% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:14:14 | 1:14:14 | 1:14:14 | 1:14:14 | 1:14:14 | 1:14:14 | 00:00 | 00:00 |
 | Cornucopia | 1 | 1.30% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 52:14 | 00:00 | 00:00 |
 | Assault Cuirass | 2 | 2.60% | 23.6 | 50.00% | +2.00% | -50.00% | 0.00% | 0.00% | 45:38 | 40:27 | 40:27 | 50:48 | 50:48 | 50:48 | 10:21 | 07:40 |
 | Wraith Pact | 2 | 2.60% | 21.8 | 50.00% | +2.00% | -50.00% | 0.00% | 0.00% | 33:41 | 27:31 | 27:31 | 39:51 | 39:51 | 39:51 | 12:20 | 09:08 |
 | Helm of Iron Will | 4 | 5.19% | 20.0 | 25.00% | -24.32% | -25.00% | -25.00% | 0.00% | 22:11 | 14:08 | 14:08 | 19:58 | 27:16 | 27:21 | 13:08 | 09:43 |
 | Crimson Guard | 4 | 5.19% | 18.2 | 25.00% | -24.32% | -25.00% | -25.00% | 0.00% | 25:54 | 19:46 | 19:46 | 21:04 | 31:05 | 31:39 | 11:19 | 08:22 |
 | Vanguard | 4 | 5.19% | 16.4 | 25.00% | -24.32% | -25.00% | -25.00% | 0.00% | 24:20 | 17:53 | 17:53 | 17:58 | 29:50 | 31:39 | 11:57 | 08:51 |
 | Sange | 1 | 1.30% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:42 | 46:42 | 46:42 | 46:42 | 46:42 | 46:42 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.30% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:17 | 58:17 | 58:17 | 58:17 | 58:17 | 58:17 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 1.30% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:42 | 46:42 | 46:42 | 46:42 | 46:42 | 46:42 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 1.30% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:22 | 60:22 | 60:22 | 60:22 | 60:22 | 60:22 | 00:00 | 00:00 |
 | Null Talisman | 1 | 1.30% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 05:37 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.30% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Bracer | 3 | 3.90% | 3.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 20:21 | 07:27 | 07:27 | 20:02 | 33:35 | 33:35 | 26:08 | 19:21 |
 | Boots of Travel | 1 | 1.30% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 47:31 | 00:00 | 00:00 |