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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 | |
 | Eternal Shroud | 9 | 8.04% | 100.0 | 100.00% | +54.37% | 0.00% | 0.00% | 0.00% | 27:50 | 18:56 | 22:27 | 26:23 | 32:20 | 37:54 | 09:53 | 07:19 |
 | Bloodstone | 15 | 13.39% | 98.1 | 86.67% | +42.34% | -11.67% | +13.33% | 2.16% | 30:46 | 20:01 | 23:16 | 32:06 | 34:51 | 43:16 | 11:35 | 08:34 |
 | Kaya | 59 | 52.68% | 96.2 | 66.10% | +34.02% | -6.10% | +13.90% | 1.94% | 25:52 | 13:07 | 19:59 | 26:44 | 30:18 | 42:25 | 10:19 | 07:38 |
 | Headdress | 28 | 25.00% | 94.3 | 67.86% | +23.81% | -10.72% | +17.85% | 3.76% | 19:24 | 09:12 | 14:48 | 18:44 | 22:24 | 34:28 | 07:36 | 05:37 |
 | Kaya and Sange | 44 | 39.29% | 92.5 | 61.36% | +18.71% | +2.28% | +11.37% | 0.97% | 26:54 | 16:59 | 21:26 | 26:52 | 30:50 | 43:01 | 09:24 | 06:57 |
 | Hood of Defiance | 105 | 93.75% | 90.6 | 51.43% | +22.86% | +2.42% | -9.12% | -4.98% | 10:46 | 06:05 | 09:21 | 10:34 | 11:40 | 21:36 | 02:19 | 01:42 |
 | Ring of Health | 108 | 96.43% | 88.7 | 50.93% | +25.93% | +0.92% | -10.19% | -4.69% | 10:05 | 02:36 | 08:52 | 09:58 | 11:14 | 21:31 | 02:22 | 01:45 |
 | Void Stone | 89 | 79.46% | 86.8 | 51.69% | +8.21% | -1.69% | +7.40% | 1.18% | 19:21 | 07:38 | 14:48 | 17:51 | 22:29 | 48:30 | 07:41 | 05:41 |
 | Lotus Orb | 59 | 52.68% | 84.9 | 54.24% | +8.96% | -0.91% | -0.91% | 0.00% | 22:41 | 12:09 | 17:51 | 21:05 | 25:56 | 45:50 | 08:05 | 05:59 |
 | Pipe of Insight | 20 | 17.86% | 83.0 | 65.00% | +18.26% | -5.00% | +15.00% | 2.60% | 21:46 | 11:49 | 16:00 | 20:19 | 23:42 | 38:27 | 07:42 | 05:42 |
 | Ring of Protection | 110 | 98.21% | 81.1 | 50.00% | 0.00% | +7.14% | -1.85% | -6.74% | 00:44 | -01:30 | -01:29 | -01:22 | 02:49 | 10:09 | 04:18 | 03:11 |
 | Soul Ring | 110 | 98.21% | 79.2 | 50.00% | 0.00% | +7.14% | -9.26% | -9.65% | 04:14 | 01:55 | 03:07 | 03:53 | 04:49 | 10:14 | 01:42 | 01:15 |
 | Quelling Blade | 102 | 91.07% | 77.4 | 50.00% | 0.00% | -11.54% | -2.00% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:02 | 00:00 | 00:00 |
 | Magic Stick | 109 | 97.32% | 75.5 | 49.54% | -17.13% | +13.42% | -1.39% | -4.08% | 02:52 | -01:30 | 00:50 | 01:31 | 04:28 | 12:15 | 03:38 | 02:41 |
 | Arcane Boots | 109 | 97.32% | 73.6 | 49.54% | -17.13% | +6.02% | -8.80% | -3.72% | 08:52 | 04:33 | 06:33 | 07:53 | 10:32 | 21:19 | 03:59 | 02:57 |
 | Boots of Speed | 110 | 98.21% | 71.7 | 49.09% | -50.91% | +11.62% | -15.76% | -10.46% | 05:09 | 01:21 | 03:42 | 04:45 | 06:19 | 16:20 | 02:37 | 01:56 |
 | Magic Wand | 94 | 83.93% | 69.8 | 48.94% | -6.62% | -11.44% | +7.58% | 3.46% | 08:17 | 01:15 | 05:08 | 07:48 | 10:38 | 28:15 | 05:30 | 04:04 |
 | Sange | 71 | 63.39% | 67.9 | 50.70% | +1.92% | -0.70% | +4.86% | 0.58% | 22:37 | 12:32 | 18:09 | 22:08 | 27:47 | 39:00 | 09:38 | 07:08 |
 | Aghanim's Shard | 49 | 43.75% | 66.0 | 48.98% | -1.81% | +1.02% | +1.02% | 0.00% | 26:05 | 20:00 | 21:43 | 24:28 | 28:37 | 53:52 | 06:54 | 05:06 |
 | Eul's Scepter of Divinity | 37 | 33.04% | 64.2 | 48.65% | -2.02% | +29.13% | -15.32% | -8.08% | 19:05 | 13:16 | 16:15 | 18:07 | 21:45 | 29:53 | 05:30 | 04:04 |
 | Wind Lace | 43 | 38.39% | 62.3 | 46.51% | -5.66% | -19.24% | -1.06% | 3.25% | 15:43 | 01:27 | 13:01 | 15:16 | 18:37 | 24:36 | 05:36 | 04:08 |
 | Black King Bar | 21 | 18.75% | 60.4 | 52.38% | +2.93% | -12.38% | +27.62% | 2.44% | 29:01 | 17:49 | 19:47 | 26:03 | 36:11 | 48:22 | 16:24 | 12:08 |
 | Guardian Greaves | 7 | 6.25% | 58.5 | 71.43% | +22.86% | -21.43% | -21.43% | 0.00% | 24:29 | 16:19 | 18:36 | 23:58 | 26:29 | 36:12 | 07:53 | 05:50 |
 | Buckler | 7 | 6.25% | 56.6 | 71.43% | +22.86% | -21.43% | -21.43% | 0.00% | 23:02 | 13:40 | 14:57 | 23:14 | 25:45 | 34:29 | 10:48 | 08:00 |
 | Chainmail | 12 | 10.71% | 54.7 | 58.33% | +9.33% | -25.00% | +8.34% | 5.88% | 19:57 | 09:08 | 15:40 | 18:56 | 21:20 | 34:28 | 05:40 | 04:11 |
 | Heaven's Halberd | 21 | 18.75% | 52.8 | 47.62% | -2.93% | -7.62% | +12.38% | 1.94% | 28:56 | 15:47 | 22:14 | 30:16 | 32:32 | 51:35 | 10:18 | 07:37 |
 | Bracer | 13 | 11.61% | 50.9 | 53.85% | +4.36% | -20.52% | +12.82% | 13.70% | 02:28 | -01:29 | 00:42 | 02:04 | 03:08 | 12:14 | 02:26 | 01:48 |
 | Heart of Tarrasque | 6 | 5.36% | 49.1 | 66.67% | +17.61% | +33.33% | +33.33% | 0.00% | 34:25 | 26:33 | 32:55 | 35:26 | 36:47 | 38:04 | 03:52 | 02:51 |
 | Mekansm | 9 | 8.04% | 47.2 | 55.56% | +6.05% | -5.56% | -5.56% | 0.00% | 21:15 | 11:36 | 13:54 | 20:21 | 22:20 | 34:29 | 08:26 | 06:14 |
 | Vanguard | 4 | 3.57% | 45.3 | 75.00% | +25.93% | +25.00% | -75.00% | 0.00% | 14:13 | 08:54 | 08:54 | 12:12 | 14:36 | 21:10 | 05:42 | 04:13 |
 | Blade Mail | 2 | 1.79% | 43.4 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 18:19 | 16:48 | 16:48 | 19:50 | 19:50 | 19:50 | 03:02 | 02:14 |
 | Aghanim's Scepter | 2 | 1.79% | 41.5 | 100.00% | +50.91% | 0.00% | 0.00% | 0.00% | 35:35 | 31:39 | 31:39 | 39:31 | 39:31 | 39:31 | 07:52 | 05:49 |
 | Scythe of Vyse | 7 | 6.25% | 39.6 | 57.14% | +7.62% | -57.14% | -7.14% | 0.00% | 40:07 | 28:14 | 31:48 | 41:05 | 46:08 | 48:30 | 14:20 | 10:37 |
 | Orb of Venom | 21 | 18.75% | 37.7 | 38.10% | -14.65% | +1.90% | +1.90% | 0.00% | 02:21 | -01:29 | 01:12 | 02:37 | 03:12 | 04:16 | 02:00 | 01:28 |
 | Aeon Disk | 5 | 4.46% | 35.8 | 60.00% | +10.47% | -60.00% | -60.00% | 0.00% | 35:38 | 29:38 | 29:38 | 35:34 | 36:23 | 45:14 | 06:45 | 05:00 |
 | Shiva's Guard | 6 | 5.36% | 34.0 | 50.00% | 0.00% | 0.00% | -50.00% | 0.00% | 36:46 | 26:26 | 29:46 | 34:27 | 44:27 | 46:01 | 14:41 | 10:52 |
 | Dagon (level 2) | 1 | 0.89% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 26:49 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 0.89% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 46:10 | 00:00 | 00:00 |
 | Dagon | 1 | 0.89% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.89% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:27 | 59:27 | 59:27 | 59:27 | 59:27 | 59:27 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 1.79% | 24.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 17:06 | 13:40 | 13:40 | 20:32 | 20:32 | 20:32 | 06:52 | 05:05 |
 | Crown | 2 | 1.79% | 22.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 22:44 | 20:15 | 20:15 | 25:12 | 25:12 | 25:12 | 04:57 | 03:40 |
 | Crimson Guard | 2 | 1.79% | 20.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 18:51 | 15:45 | 15:45 | 21:57 | 21:57 | 21:57 | 06:12 | 04:35 |
 | Blink Dagger | 2 | 1.79% | 18.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 36:10 | 34:00 | 34:00 | 38:19 | 38:19 | 38:19 | 04:19 | 03:11 |
 | Blight Stone | 3 | 2.68% | 17.0 | 0.00% | -51.38% | 0.00% | 0.00% | 0.00% | 07:40 | 02:34 | 02:34 | 04:44 | 15:42 | 15:42 | 13:08 | 09:43 |
 | Bottle | 2 | 1.79% | 15.1 | 0.00% | -50.91% | 0.00% | 0.00% | 0.00% | 02:58 | 02:13 | 02:13 | 03:42 | 03:42 | 03:42 | 01:29 | 01:05 |
 | Solar Crest | 1 | 0.89% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 20:36 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 1.79% | 11.3 | 0.00% | -50.91% | 0.00% | 0.00% | 0.00% | 07:24 | 06:43 | 06:43 | 08:04 | 08:04 | 08:04 | 01:21 | 01:00 |
 | Ghost Scepter | 2 | 1.79% | 9.4 | 0.00% | -50.91% | 0.00% | 0.00% | 0.00% | 36:02 | 34:18 | 34:18 | 37:46 | 37:46 | 37:46 | 03:28 | 02:34 |
 | Orb of Corrosion | 2 | 1.79% | 7.5 | 0.00% | -50.91% | 0.00% | 0.00% | 0.00% | 04:29 | 03:25 | 03:25 | 05:33 | 05:33 | 05:33 | 02:08 | 01:34 |
 | Fluffy Hat | 3 | 2.68% | 5.7 | 0.00% | -51.38% | 0.00% | 0.00% | 0.00% | 04:02 | 02:34 | 02:34 | 04:44 | 04:49 | 04:49 | 02:15 | 01:40 |
 | Overwhelming Blink | 1 | 0.89% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 0.89% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |