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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 | 46 | 25.84% | 100.0 | 76.09% | +29.88% | -1.09% | -30.64% | -1.70% | 35:48 | 15:42 | 26:36 | 35:08 | 43:56 | 1:10:15 | 17:20 | 12:50 |
 | Kaya and Sange | 29 | 16.29% | 98.3 | 79.31% | +30.32% | +6.40% | -7.88% | -1.67% | 28:15 | 18:20 | 23:36 | 29:12 | 32:08 | 35:34 | 08:32 | 06:19 |
 | Sange | 34 | 19.10% | 96.6 | 76.47% | +27.86% | +12.42% | -1.47% | -1.39% | 25:41 | 14:03 | 21:31 | 24:43 | 31:29 | 35:34 | 09:58 | 07:22 |
 | Void Stone | 79 | 44.38% | 94.8 | 67.09% | +23.66% | +2.91% | +2.91% | 0.00% | 25:25 | 08:15 | 16:27 | 22:07 | 33:55 | 56:24 | 17:28 | 12:56 |
 | Kaya | 33 | 18.54% | 93.1 | 72.73% | +23.07% | +14.77% | -10.23% | -3.11% | 27:06 | 16:33 | 23:05 | 28:05 | 31:08 | 36:07 | 08:03 | 05:57 |
 | Aghanim's Scepter | 98 | 55.06% | 91.4 | 60.20% | +13.95% | +7.80% | -10.20% | -2.63% | 30:36 | 20:28 | 27:09 | 29:36 | 34:00 | 44:16 | 06:51 | 05:04 |
 | Phase Boots | 123 | 69.10% | 89.7 | 58.54% | +14.90% | +5.98% | +9.20% | 1.31% | 09:08 | 05:42 | 07:21 | 08:25 | 09:48 | 24:28 | 02:27 | 01:48 |
 | Chainmail | 125 | 70.22% | 87.9 | 58.40% | +15.00% | +6.12% | +9.34% | 1.45% | 08:22 | 02:47 | 06:45 | 07:44 | 08:58 | 24:12 | 02:13 | 01:38 |
 | Linken's Sphere | 17 | 9.55% | 86.2 | 76.47% | +24.92% | -51.47% | -1.47% | 7.61% | 30:18 | 21:59 | 23:15 | 28:13 | 29:49 | 1:13:12 | 06:34 | 04:51 |
 | Magic Wand | 164 | 92.13% | 84.5 | 56.10% | +27.53% | 0.00% | -7.32% | -2.24% | 07:44 | 01:25 | 05:42 | 07:11 | 08:58 | 19:38 | 03:16 | 02:25 |
 | Refresher Orb | 24 | 13.48% | 82.8 | 70.83% | +19.53% | +29.17% | -20.83% | -6.37% | 44:50 | 30:56 | 38:38 | 43:56 | 46:29 | 1:10:25 | 07:51 | 05:48 |
 | Aghanim's Shard | 70 | 39.33% | 81.0 | 60.00% | +10.00% | +6.67% | +4.71% | -0.30% | 31:41 | 21:55 | 27:39 | 30:14 | 34:17 | 51:49 | 06:38 | 04:54 |
 | Magic Stick | 175 | 98.31% | 79.3 | 54.29% | +20.96% | +7.07% | -6.56% | -3.10% | 04:39 | -01:30 | 02:26 | 04:05 | 06:50 | 14:35 | 04:24 | 03:15 |
 | Fluffy Hat | 104 | 58.43% | 77.6 | 56.73% | +6.73% | +16.35% | +0.96% | -5.28% | 07:56 | 02:46 | 06:24 | 07:32 | 09:19 | 25:02 | 02:55 | 02:09 |
 | Boots of Speed | 178 | 100.00% | 75.9 | 53.93% | +53.93% | -5.04% | -3.93% | 0.77% | 04:24 | 00:59 | 03:36 | 04:11 | 05:03 | 13:23 | 01:27 | 01:04 |
 | Quelling Blade | 178 | 100.00% | 74.1 | 53.93% | +53.93% | +1.63% | -8.48% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:23 | 00:00 | 00:00 |
 | Bottle | 177 | 99.44% | 72.4 | 53.67% | -46.33% | +7.69% | -1.40% | -9.09% | 01:46 | 00:38 | 01:29 | 01:36 | 01:46 | 06:43 | 00:17 | 00:12 |
 | Maelstrom | 154 | 86.52% | 70.7 | 53.90% | -0.27% | +7.64% | +1.36% | -1.62% | 16:08 | 09:49 | 13:45 | 15:01 | 17:38 | 28:38 | 03:53 | 02:52 |
 | Blight Stone | 134 | 75.28% | 69.0 | 54.48% | +2.21% | +13.17% | -12.06% | -9.70% | 04:26 | 01:09 | 02:39 | 03:40 | 05:15 | 26:41 | 02:36 | 01:55 |
 | Orb of Venom | 99 | 55.62% | 67.2 | 55.56% | +3.66% | +8.44% | +4.44% | -1.20% | 07:41 | 02:06 | 05:52 | 07:35 | 09:12 | 25:02 | 03:20 | 02:28 |
 | Orb of Corrosion | 99 | 55.62% | 65.5 | 55.56% | +3.66% | +16.44% | +8.44% | -2.76% | 08:29 | 03:26 | 06:51 | 08:11 | 09:45 | 25:02 | 02:54 | 02:08 |
 | Javelin | 156 | 87.64% | 63.8 | 53.21% | -5.88% | +0.64% | +8.33% | 1.86% | 12:56 | 06:29 | 10:06 | 11:42 | 14:14 | 26:35 | 04:08 | 03:03 |
 | Black King Bar | 115 | 64.61% | 62.1 | 52.17% | -4.97% | +6.45% | -17.69% | -5.12% | 23:19 | 14:54 | 20:36 | 22:12 | 25:19 | 38:17 | 04:43 | 03:29 |
 | Shiva's Guard | 23 | 12.92% | 60.3 | 65.22% | +12.96% | +1.45% | +1.45% | 0.00% | 35:58 | 21:02 | 32:42 | 36:24 | 39:06 | 46:27 | 06:24 | 04:44 |
 | Wind Lace | 45 | 25.28% | 58.6 | 57.78% | +5.15% | -3.23% | -21.42% | -2.45% | 13:56 | 03:21 | 10:08 | 14:37 | 17:33 | 21:44 | 07:25 | 05:29 |
 | Eul's Scepter of Divinity | 41 | 23.03% | 56.9 | 58.54% | +5.99% | +21.46% | -18.54% | -7.52% | 17:47 | 11:48 | 15:12 | 16:34 | 20:31 | 22:59 | 05:19 | 03:56 |
 | Crown | 7 | 3.93% | 55.2 | 85.71% | +33.08% | +14.29% | +14.29% | 0.00% | 37:48 | 18:40 | 32:15 | 42:21 | 43:13 | 47:08 | 10:58 | 08:07 |
 | Gleipnir | 6 | 3.37% | 53.4 | 83.33% | +30.42% | +16.67% | +16.67% | 0.00% | 37:37 | 20:19 | 32:32 | 34:05 | 47:35 | 48:45 | 15:03 | 11:08 |
 | Rod of Atos | 6 | 3.37% | 51.7 | 83.33% | +30.42% | +16.67% | +16.67% | 0.00% | 36:54 | 18:40 | 32:16 | 34:01 | 46:57 | 47:10 | 14:41 | 10:52 |
 | Falcon Blade | 8 | 4.49% | 50.0 | 75.00% | +22.06% | -25.00% | -25.00% | 0.00% | 08:50 | 06:22 | 07:34 | 08:08 | 09:06 | 11:58 | 01:32 | 01:08 |
 | Aeon Disk | 9 | 5.06% | 48.3 | 66.67% | +13.42% | +33.33% | -66.67% | -9.95% | 42:34 | 35:17 | 36:16 | 40:59 | 46:19 | 53:14 | 10:03 | 07:26 |
 | Octarine Core | 2 | 1.12% | 46.6 | 100.00% | +46.59% | 0.00% | 0.00% | 0.00% | 40:01 | 39:23 | 39:23 | 40:38 | 40:38 | 40:38 | 01:15 | 00:55 |
 | Eye of Skadi | 2 | 1.12% | 44.8 | 100.00% | +46.59% | 0.00% | 0.00% | 0.00% | 53:45 | 37:30 | 37:30 | 1:10:00 | 1:10:00 | 1:10:00 | 32:30 | 24:04 |
 | Aether Lens | 2 | 1.12% | 43.1 | 100.00% | +46.59% | 0.00% | 0.00% | 0.00% | 39:50 | 39:02 | 39:02 | 40:38 | 40:38 | 40:38 | 01:36 | 01:11 |
 | Spirit Vessel | 3 | 1.69% | 41.4 | 66.67% | +12.96% | +33.33% | 0.00% | 0.00% | 13:17 | 11:25 | 11:25 | 14:10 | 14:16 | 14:16 | 02:51 | 02:06 |
 | Urn of Shadows | 3 | 1.69% | 39.7 | 66.67% | +12.96% | +33.33% | 0.00% | 0.00% | 08:50 | 06:52 | 06:52 | 09:37 | 10:00 | 10:00 | 03:08 | 02:19 |
 | Wind Waker | 3 | 1.69% | 37.9 | 66.67% | +12.96% | -66.67% | 0.00% | 0.00% | 46:25 | 37:27 | 37:27 | 47:46 | 54:02 | 54:02 | 16:35 | 12:17 |
 | Lotus Orb | 1 | 0.56% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |
 | Manta Style | 1 | 0.56% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.56% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 0.56% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 15:42 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.56% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.56% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 02:09 | 00:00 | 00:00 |
 | Dagon | 1 | 0.56% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 43:13 | 00:00 | 00:00 |
 | Aghanim's Blessing | 5 | 2.81% | 24.1 | 40.00% | -14.34% | +60.00% | -40.00% | 0.00% | 52:51 | 42:21 | 42:21 | 55:56 | 56:53 | 58:41 | 14:32 | 10:45 |
 | Ring of Protection | 6 | 3.37% | 22.4 | 33.33% | -21.32% | -33.33% | +66.67% | 0.00% | 05:18 | -01:29 | -01:28 | 06:52 | 09:18 | 09:32 | 10:46 | 07:58 |
 | Blink Dagger | 9 | 5.06% | 20.7 | 22.22% | -33.40% | +27.78% | +27.78% | 0.00% | 29:16 | 18:14 | 24:01 | 26:31 | 35:56 | 40:35 | 11:55 | 08:49 |
 | Crystalys | 2 | 1.12% | 19.0 | 50.00% | -3.98% | -50.00% | 0.00% | 0.00% | 38:23 | 29:29 | 29:29 | 47:17 | 47:17 | 47:17 | 17:48 | 13:11 |
 | Mjollnir | 2 | 1.12% | 17.2 | 50.00% | -3.98% | -50.00% | 0.00% | 0.00% | 56:48 | 53:10 | 53:10 | 60:26 | 60:26 | 60:26 | 07:16 | 05:22 |
 | Heaven's Halberd | 2 | 1.12% | 15.5 | 50.00% | -3.98% | +50.00% | 0.00% | 0.00% | 24:12 | 20:47 | 20:47 | 27:37 | 27:37 | 27:37 | 06:50 | 05:03 |
 | Scythe of Vyse | 2 | 1.12% | 13.8 | 50.00% | -3.98% | -50.00% | 0.00% | 0.00% | 49:02 | 46:35 | 46:35 | 51:28 | 51:28 | 51:28 | 04:53 | 03:37 |
 | Yasha | 2 | 1.12% | 12.1 | 50.00% | -3.98% | +50.00% | 0.00% | 0.00% | 23:46 | 18:22 | 18:22 | 29:09 | 29:09 | 29:09 | 10:47 | 07:59 |
 | Power Treads | 6 | 3.37% | 10.3 | 16.67% | -38.56% | -16.67% | -16.67% | 0.00% | 09:10 | 06:09 | 07:25 | 07:42 | 10:20 | 14:14 | 02:55 | 02:09 |
 | Daedalus | 1 | 0.56% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 41:05 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.56% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 46:16 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 0.56% | 5.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 |
 | Buckler | 1 | 0.56% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 09:05 | 00:00 | 00:00 |
 | Desolator | 1 | 0.56% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |