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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 | |
 | Kaya and Sange | 17 | 17.35% | 100.0 | 82.35% | +36.67% | -7.35% | -32.35% | -2.93% | 27:59 | 18:20 | 23:36 | 28:20 | 32:08 | 35:34 | 08:32 | 06:19 |
 | Sange | 22 | 22.45% | 98.0 | 77.27% | +32.53% | +6.06% | -17.27% | -2.14% | 25:08 | 14:03 | 20:42 | 24:15 | 31:36 | 35:34 | 10:54 | 08:04 |
 | Kaya | 20 | 20.41% | 96.0 | 75.00% | +28.85% | +5.00% | -15.00% | -2.68% | 26:52 | 17:51 | 23:14 | 27:47 | 30:42 | 34:45 | 07:28 | 05:31 |
 | Void Stone | 30 | 30.61% | 94.0 | 70.00% | +25.88% | +5.00% | +1.43% | -0.37% | 23:05 | 10:43 | 15:28 | 18:32 | 25:00 | 55:03 | 09:32 | 07:03 |
 | Ring of Health | 19 | 19.39% | 92.0 | 73.68% | +26.84% | -13.68% | -13.68% | 0.00% | 36:27 | 15:42 | 22:33 | 36:46 | 45:01 | 1:10:15 | 22:28 | 16:38 |
 | Wind Lace | 18 | 18.37% | 90.0 | 72.22% | +24.72% | -12.22% | +2.78% | 2.92% | 13:27 | 09:22 | 11:07 | 11:36 | 16:15 | 19:48 | 05:08 | 03:48 |
 | Eul's Scepter of Divinity | 18 | 18.37% | 88.0 | 72.22% | +24.72% | +7.78% | -22.22% | -8.96% | 16:43 | 14:13 | 14:34 | 16:08 | 17:55 | 22:21 | 03:21 | 02:28 |
 | Fluffy Hat | 62 | 63.27% | 86.0 | 58.06% | +16.39% | +23.19% | +8.61% | -5.43% | 07:53 | 04:04 | 06:31 | 07:40 | 09:12 | 17:28 | 02:41 | 01:59 |
 | Magic Wand | 91 | 92.86% | 84.0 | 54.95% | +40.66% | +1.57% | -7.12% | -2.77% | 07:34 | 03:45 | 05:42 | 06:54 | 08:50 | 15:43 | 03:08 | 02:19 |
 | Phase Boots | 65 | 66.33% | 82.0 | 56.92% | +14.50% | -0.67% | +5.58% | 2.42% | 09:14 | 06:10 | 07:14 | 08:22 | 09:49 | 24:28 | 02:35 | 01:54 |
 | Blight Stone | 80 | 81.63% | 80.0 | 55.00% | +16.11% | +20.00% | -20.00% | -12.37% | 04:43 | 01:55 | 02:35 | 03:40 | 05:49 | 26:41 | 03:14 | 02:23 |
 | Chainmail | 66 | 67.35% | 78.0 | 56.06% | +12.31% | +2.76% | +18.94% | 8.59% | 08:19 | 04:19 | 06:50 | 07:43 | 08:43 | 24:12 | 01:53 | 01:23 |
 | Orb of Venom | 58 | 59.18% | 76.0 | 56.90% | +11.90% | +29.77% | +7.39% | -7.18% | 07:39 | 03:06 | 06:14 | 07:41 | 09:21 | 17:28 | 03:07 | 02:18 |
 | Orb of Corrosion | 58 | 59.18% | 74.0 | 56.90% | +11.90% | +29.77% | +21.67% | -2.81% | 08:23 | 04:34 | 06:51 | 08:20 | 09:44 | 18:01 | 02:53 | 02:08 |
 | Magic Stick | 95 | 96.94% | 72.0 | 52.63% | +19.30% | -6.80% | +5.70% | 2.99% | 04:50 | -01:29 | 02:39 | 04:05 | 06:50 | 14:25 | 04:11 | 03:05 |
 | Boots of Speed | 98 | 100.00% | 70.0 | 52.04% | +52.04% | -12.04% | +6.29% | 12.64% | 04:29 | 01:11 | 03:36 | 04:15 | 05:03 | 13:23 | 01:27 | 01:04 |
 | Quelling Blade | 98 | 100.00% | 68.0 | 52.04% | +52.04% | +7.96% | -14.54% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Bottle | 97 | 98.98% | 66.0 | 51.55% | -48.45% | +6.78% | -5.72% | -12.50% | 01:43 | 01:10 | 01:29 | 01:36 | 01:45 | 06:43 | 00:16 | 00:11 |
 | Aghanim's Shard | 38 | 38.78% | 64.0 | 57.89% | +9.56% | +22.11% | -2.33% | -3.94% | 30:45 | 21:55 | 26:35 | 30:13 | 32:47 | 51:49 | 06:12 | 04:35 |
 | Maelstrom | 81 | 82.65% | 62.0 | 50.62% | -8.20% | +4.38% | +9.38% | 1.20% | 15:59 | 09:49 | 13:21 | 14:46 | 17:30 | 28:38 | 04:09 | 03:04 |
 | Aghanim's Scepter | 46 | 46.94% | 60.0 | 54.35% | +4.35% | +20.65% | -17.99% | -6.70% | 31:09 | 20:28 | 28:18 | 30:10 | 34:04 | 44:16 | 05:46 | 04:16 |
 | Javelin | 82 | 83.67% | 58.0 | 50.00% | -12.50% | +2.38% | +15.00% | 3.28% | 12:29 | 06:29 | 09:41 | 11:08 | 13:32 | 25:52 | 03:51 | 02:51 |
 | Refresher Orb | 11 | 11.22% | 56.0 | 72.73% | +23.30% | +27.27% | -6.06% | -3.12% | 46:10 | 35:06 | 36:50 | 45:13 | 47:31 | 1:10:25 | 10:41 | 07:54 |
 | Shiva's Guard | 14 | 14.29% | 54.0 | 64.29% | +14.29% | -14.29% | +35.71% | 3.46% | 36:45 | 21:02 | 29:10 | 36:24 | 43:38 | 46:27 | 14:28 | 10:42 |
 | Black King Bar | 64 | 65.31% | 52.0 | 46.88% | -14.88% | +9.37% | -28.13% | -8.82% | 22:07 | 14:54 | 19:40 | 21:55 | 23:55 | 32:52 | 04:15 | 03:08 |
 | Falcon Blade | 5 | 5.10% | 50.0 | 80.00% | +29.46% | +20.00% | +20.00% | 0.00% | 09:43 | 07:42 | 07:42 | 09:06 | 11:06 | 11:58 | 03:24 | 02:31 |
 | Linken's Sphere | 6 | 6.12% | 48.0 | 66.67% | +15.58% | -16.67% | +33.33% | 0.00% | 31:22 | 21:59 | 22:36 | 22:43 | 24:16 | 1:13:12 | 01:40 | 01:14 |
 | Crown | 3 | 3.06% | 46.0 | 66.67% | +15.09% | +33.33% | 0.00% | 0.00% | 33:12 | 18:40 | 18:40 | 34:01 | 46:56 | 46:56 | 28:16 | 20:56 |
 | Rod of Atos | 3 | 3.06% | 44.0 | 66.67% | +15.09% | +33.33% | 0.00% | 0.00% | 33:13 | 18:40 | 18:40 | 34:01 | 46:57 | 46:57 | 28:17 | 20:57 |
 | Gleipnir | 3 | 3.06% | 42.0 | 66.67% | +15.09% | +33.33% | 0.00% | 0.00% | 34:00 | 20:19 | 20:19 | 34:05 | 47:35 | 47:35 | 27:16 | 20:11 |
 | Hood of Defiance | 1 | 1.02% | 40.0 | 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 |
 | Manta Style | 1 | 1.02% | 38.0 | 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 |
 | Spirit Vessel | 1 | 1.02% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 14:16 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.02% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:26 | 60:26 | 60:26 | 60:26 | 60:26 | 60:26 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 1.02% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 09:37 | 00:00 | 00:00 |
 | Wraith Band | 1 | 1.02% | 30.0 | 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 |
 | Yasha | 1 | 1.02% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Blink Dagger | 8 | 8.16% | 26.0 | 25.00% | -29.44% | +25.00% | +25.00% | 0.00% | 29:56 | 18:14 | 25:00 | 26:31 | 35:56 | 40:35 | 10:56 | 08:05 |
 | Heaven's Halberd | 2 | 2.04% | 24.0 | 50.00% | -2.08% | +50.00% | 0.00% | 0.00% | 24:12 | 20:47 | 20:47 | 27:37 | 27:37 | 27:37 | 06:50 | 05:03 |
 | Aghanim's Blessing | 2 | 2.04% | 22.0 | 50.00% | -2.08% | +50.00% | 0.00% | 0.00% | 49:09 | 42:21 | 42:21 | 55:56 | 55:56 | 55:56 | 13:35 | 10:03 |
 | Ring of Protection | 3 | 3.06% | 20.0 | 33.33% | -19.30% | -33.33% | 0.00% | 0.00% | 05:43 | -01:28 | -01:28 | 09:05 | 09:32 | 09:32 | 11:00 | 08:08 |
 | Aeon Disk | 4 | 4.08% | 18.0 | 25.00% | -28.19% | +75.00% | -25.00% | 0.00% | 46:31 | 40:16 | 40:16 | 44:19 | 48:16 | 53:14 | 08:00 | 05:55 |
 | Desolator | 1 | 1.02% | 16.0 | 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 |
 | Crystalys | 1 | 1.02% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 1.02% | 12.0 | 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 | 1.02% | 10.0 | 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 | 1.02% | 8.0 | 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 |
 | Power Treads | 3 | 3.06% | 6.0 | 0.00% | -53.68% | 0.00% | 0.00% | 0.00% | 09:16 | 06:09 | 06:09 | 07:25 | 14:14 | 14:14 | 08:05 | 05:59 |
 | Wind Waker | 1 | 1.02% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.02% | 2.0 | 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 |