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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 | 23 | 10.55% | 100.0 | 86.96% | +49.52% | +13.04% | -3.63% | -1.37% | 30:24 | 16:56 | 22:27 | 31:04 | 34:35 | 49:05 | 12:08 | 08:59 |
 | Lotus Orb | 19 | 8.72% | 98.3 | 84.21% | +45.52% | +15.79% | -4.21% | -1.71% | 28:57 | 18:46 | 22:05 | 31:31 | 33:46 | 39:45 | 11:41 | 08:39 |
 | Boots of Travel | 13 | 5.96% | 96.6 | 84.62% | +44.62% | +15.38% | +15.38% | 0.00% | 48:58 | 27:18 | 37:40 | 50:22 | 58:27 | 1:01:50 | 20:47 | 15:23 |
 | Aether Lens | 100 | 45.87% | 94.8 | 52.00% | +17.25% | +4.00% | -12.00% | -1.55% | 22:18 | 12:26 | 16:00 | 19:37 | 26:21 | 43:27 | 10:21 | 07:40 |
 | Void Stone | 153 | 70.18% | 93.1 | 49.02% | +21.33% | +6.24% | +8.87% | 0.37% | 18:09 | 08:19 | 13:36 | 16:32 | 20:37 | 43:19 | 07:01 | 05:11 |
 | Blink Dagger | 129 | 59.17% | 91.4 | 48.84% | +15.13% | +7.41% | -8.21% | -1.37% | 27:00 | 14:49 | 20:11 | 26:51 | 31:33 | 51:28 | 11:22 | 08:25 |
 | Tranquil Boots | 44 | 20.18% | 89.7 | 54.55% | +14.89% | -9.10% | 0.00% | 1.07% | 21:35 | 08:21 | 15:33 | 19:49 | 24:05 | 49:18 | 08:32 | 06:19 |
 | Arcane Boots | 196 | 89.91% | 87.9 | 44.39% | +17.12% | +8.67% | -11.74% | -6.45% | 11:57 | 06:00 | 09:45 | 11:03 | 12:55 | 37:50 | 03:10 | 02:20 |
 | Magic Stick | 213 | 97.71% | 86.2 | 43.66% | +43.66% | -5.92% | -5.92% | 0.00% | 01:43 | -01:30 | -01:29 | 00:08 | 03:51 | 25:28 | 05:20 | 03:57 |
 | Magic Wand | 203 | 93.12% | 84.5 | 43.84% | +17.17% | +5.18% | -0.70% | -1.01% | 07:36 | 01:02 | 04:07 | 06:59 | 09:56 | 25:28 | 05:49 | 04:18 |
 | Boots of Speed | 218 | 100.00% | 82.8 | 42.66% | +42.66% | +10.07% | -5.62% | -6.45% | 05:31 | -01:29 | 04:14 | 05:21 | 06:40 | 11:49 | 02:26 | 01:48 |
 | Wind Lace | 114 | 52.29% | 81.0 | 43.86% | +2.51% | +7.86% | -4.57% | -1.16% | 13:50 | -01:29 | 07:42 | 12:07 | 18:25 | 48:50 | 10:43 | 07:56 |
 | Glimmer Cape | 54 | 24.77% | 79.3 | 48.15% | +7.30% | +8.99% | -9.69% | -1.97% | 26:04 | 14:56 | 21:18 | 25:02 | 30:47 | 38:32 | 09:29 | 07:01 |
 | Fluffy Hat | 126 | 57.80% | 77.6 | 42.06% | -1.42% | +4.82% | +16.00% | 1.02% | 18:32 | 06:32 | 11:58 | 16:13 | 22:55 | 51:10 | 10:57 | 08:06 |
 | Octarine Core | 6 | 2.75% | 75.9 | 83.33% | +41.82% | -33.33% | +16.67% | 0.00% | 43:12 | 25:53 | 37:59 | 41:25 | 49:20 | 1:01:10 | 11:21 | 08:24 |
 | Force Staff | 83 | 38.07% | 74.1 | 43.37% | +1.15% | -10.04% | +9.01% | 2.01% | 27:10 | 14:12 | 21:35 | 25:46 | 31:05 | 51:10 | 09:30 | 07:02 |
 | Aghanim's Scepter | 20 | 9.17% | 72.4 | 55.00% | +13.59% | +5.00% | +25.00% | 1.23% | 34:31 | 17:03 | 23:46 | 31:32 | 40:05 | 1:06:35 | 16:19 | 12:05 |
 | Mekansm | 24 | 11.01% | 70.7 | 50.00% | +8.25% | 0.00% | +33.33% | 7.58% | 19:25 | 13:27 | 16:22 | 18:51 | 20:46 | 32:04 | 04:24 | 03:15 |
 | Chainmail | 34 | 15.60% | 69.0 | 44.12% | +1.73% | -10.79% | +18.38% | 3.72% | 19:48 | 11:54 | 14:21 | 17:25 | 22:12 | 47:56 | 07:51 | 05:48 |
 | Guardian Greaves | 20 | 9.17% | 67.2 | 50.00% | +8.08% | -10.00% | +50.00% | 8.70% | 26:26 | 16:13 | 22:58 | 25:04 | 29:52 | 39:30 | 06:54 | 05:06 |
 | Aeon Disk | 23 | 10.55% | 65.5 | 47.83% | +5.78% | +2.17% | +18.84% | 1.55% | 44:34 | 27:18 | 38:55 | 45:40 | 49:41 | 56:13 | 10:46 | 07:58 |
 | Headdress | 26 | 11.93% | 63.8 | 46.15% | +3.96% | -17.58% | +20.52% | 4.46% | 15:54 | 01:08 | 11:54 | 14:54 | 20:27 | 32:03 | 08:33 | 06:20 |
 | Ring of Protection | 61 | 27.98% | 62.1 | 37.70% | -6.89% | +8.97% | -4.37% | -1.80% | 13:58 | -01:29 | 09:57 | 13:37 | 17:22 | 32:07 | 07:25 | 05:29 |
 | Pavise | 39 | 17.89% | 60.3 | 41.03% | -1.99% | -1.03% | -11.03% | -2.08% | 15:30 | 10:25 | 12:22 | 15:02 | 17:11 | 23:21 | 04:49 | 03:34 |
 | Ghost Scepter | 22 | 10.09% | 58.6 | 45.45% | +3.10% | +21.22% | +14.55% | -1.10% | 30:09 | 22:00 | 25:20 | 28:39 | 31:25 | 51:05 | 06:05 | 04:30 |
 | Phylactery | 8 | 3.67% | 56.9 | 62.50% | +20.60% | -12.50% | +37.50% | 0.00% | 15:14 | 10:06 | 11:16 | 14:27 | 17:41 | 19:45 | 06:25 | 04:45 |
 | Buckler | 20 | 9.17% | 55.2 | 45.00% | +2.58% | -25.00% | +35.00% | 8.45% | 23:34 | 14:06 | 19:08 | 21:36 | 26:14 | 39:05 | 07:06 | 05:15 |
 | Eul's Scepter of Divinity | 37 | 16.97% | 53.4 | 37.84% | -5.81% | -4.51% | +17.72% | 3.30% | 23:55 | 14:04 | 19:26 | 21:48 | 26:10 | 39:53 | 06:44 | 04:59 |
 | Diadem | 9 | 4.13% | 51.7 | 55.56% | +13.45% | -5.56% | -5.56% | 0.00% | 18:11 | 08:12 | 10:18 | 14:59 | 19:05 | 50:10 | 08:47 | 06:30 |
 | Boots of Bearing | 2 | 0.92% | 50.0 | 100.00% | +57.87% | 0.00% | 0.00% | 0.00% | 42:14 | 34:13 | 34:13 | 50:14 | 50:14 | 50:14 | 16:01 | 11:51 |
 | Scythe of Vyse | 2 | 0.92% | 48.3 | 100.00% | +57.87% | 0.00% | 0.00% | 0.00% | 46:51 | 44:27 | 44:27 | 49:14 | 49:14 | 49:14 | 04:47 | 03:32 |
 | Aghanim's Shard | 31 | 14.22% | 46.6 | 32.26% | -12.13% | -32.26% | -7.26% | 2.40% | 34:17 | 15:23 | 27:52 | 35:09 | 38:16 | 60:29 | 10:24 | 07:42 |
 | Solar Crest | 12 | 5.50% | 44.8 | 41.67% | -1.05% | +25.00% | -8.34% | 0.00% | 26:55 | 18:51 | 19:52 | 24:26 | 32:22 | 48:00 | 12:30 | 09:15 |
 | Medallion of Courage | 13 | 5.96% | 43.1 | 38.46% | -4.47% | -5.13% | -5.13% | 0.00% | 23:57 | 13:30 | 15:44 | 23:32 | 29:23 | 47:56 | 13:39 | 10:06 |
 | Blight Stone | 13 | 5.96% | 41.4 | 38.46% | -4.47% | -5.13% | -5.13% | 0.00% | 23:52 | 13:30 | 15:44 | 22:55 | 29:23 | 47:56 | 13:39 | 10:06 |
 | Drum of Endurance | 6 | 2.75% | 39.7 | 50.00% | +7.55% | -50.00% | +50.00% | 0.00% | 27:18 | 14:45 | 18:29 | 18:49 | 33:17 | 48:44 | 14:48 | 10:57 |
 | Cornucopia | 3 | 1.38% | 37.9 | 66.67% | +24.34% | +33.33% | 0.00% | 0.00% | 47:22 | 32:24 | 32:24 | 45:03 | 1:04:40 | 1:04:40 | 32:16 | 23:54 |
 | Linken's Sphere | 3 | 1.38% | 36.2 | 66.67% | +24.34% | +33.33% | 0.00% | 0.00% | 51:46 | 43:16 | 43:16 | 46:34 | 1:05:28 | 1:05:28 | 22:12 | 16:26 |
 | Black King Bar | 3 | 1.38% | 34.5 | 66.67% | +24.34% | +33.33% | 0.00% | 0.00% | 51:00 | 40:07 | 40:07 | 41:55 | 1:10:59 | 1:10:59 | 30:52 | 22:51 |
 | Spirit Vessel | 7 | 3.21% | 32.8 | 42.86% | +0.21% | -42.86% | +57.14% | 0.00% | 17:13 | 14:21 | 15:09 | 16:07 | 19:12 | 20:20 | 04:03 | 03:00 |
 | Urn of Shadows | 7 | 3.21% | 31.0 | 42.86% | +0.21% | -42.86% | +7.14% | 0.00% | 10:15 | 05:19 | 05:36 | 09:05 | 13:44 | 15:36 | 08:08 | 06:01 |
 | Crown | 13 | 5.96% | 29.3 | 30.77% | -12.64% | -30.77% | -30.77% | 0.00% | 22:59 | 09:37 | 15:13 | 21:18 | 24:12 | 47:56 | 08:59 | 06:39 |
 | Bottle | 4 | 1.83% | 27.6 | 50.00% | +7.48% | -50.00% | +50.00% | 0.00% | 09:24 | 01:02 | 01:02 | 01:17 | 01:27 | 33:49 | 00:25 | 00:18 |
 | Pipe of Insight | 1 | 0.46% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:24 | 40:24 | 40:24 | 40:24 | 40:24 | 40:24 | 00:00 | 00:00 |
 | Boots of Travel 2 | 1 | 0.46% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 41:37 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.46% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 1:07:33 | 00:00 | 00:00 |
 | Quelling Blade | 6 | 2.75% | 20.7 | 33.33% | -9.59% | -33.33% | +66.67% | 0.00% | 13:54 | 07:00 | 11:17 | 11:36 | 17:01 | 23:55 | 05:44 | 04:14 |
 | Null Talisman | 2 | 0.92% | 19.0 | 50.00% | +7.41% | -50.00% | 0.00% | 0.00% | 07:16 | 03:12 | 03:12 | 11:19 | 11:19 | 11:19 | 08:07 | 06:00 |
 | Dagon | 2 | 0.92% | 17.2 | 50.00% | +7.41% | -50.00% | 0.00% | 0.00% | 50:17 | 50:11 | 50:11 | 50:22 | 50:22 | 50:22 | 00:11 | 00:08 |
 | Wind Waker | 3 | 1.38% | 15.5 | 33.33% | -9.46% | -33.33% | 0.00% | 0.00% | 45:21 | 32:48 | 32:48 | 38:06 | 1:05:08 | 1:05:08 | 32:20 | 23:57 |
 | Bracer | 7 | 3.21% | 13.8 | 14.29% | -29.31% | -14.29% | +35.71% | 0.00% | 17:44 | 10:36 | 11:40 | 15:33 | 16:08 | 39:54 | 04:28 | 03:18 |
 | Sange | 2 | 0.92% | 12.1 | 0.00% | -43.06% | 0.00% | 0.00% | 0.00% | 32:26 | 32:20 | 32:20 | 32:32 | 32:32 | 32:32 | 00:12 | 00:08 |
 | Morbid Mask | 1 | 0.46% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.46% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 0.46% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.46% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 0.46% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.46% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 32:32 | 00:00 | 00:00 |