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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 | |
 | Bloodstone | 26 | 18.84% | 100.0 | 84.62% | +39.98% | -13.19% | +15.38% | 2.94% | 29:54 | 20:01 | 24:11 | 31:09 | 33:55 | 43:16 | 09:44 | 07:12 |
 | Eternal Shroud | 9 | 6.52% | 98.2 | 100.00% | +51.16% | 0.00% | 0.00% | 0.00% | 27:50 | 18:56 | 22:27 | 26:23 | 32:20 | 37:54 | 09:53 | 07:19 |
 | Kaya | 76 | 55.07% | 96.4 | 68.42% | +36.16% | +10.53% | +10.53% | 0.00% | 25:01 | 13:07 | 18:51 | 24:59 | 28:15 | 42:25 | 09:24 | 06:57 |
 | Kaya and Sange | 58 | 42.03% | 94.6 | 67.24% | +25.99% | +6.09% | +4.19% | -0.24% | 25:31 | 16:59 | 21:04 | 24:52 | 29:01 | 43:01 | 07:57 | 05:53 |
 | Sange | 89 | 64.49% | 92.9 | 57.30% | +14.44% | +19.97% | +1.79% | -1.85% | 21:32 | 12:32 | 16:06 | 21:02 | 25:55 | 39:00 | 09:49 | 07:16 |
 | Headdress | 36 | 26.09% | 91.1 | 63.89% | +15.85% | -8.33% | +13.89% | 2.85% | 19:21 | 09:12 | 14:54 | 17:45 | 22:41 | 34:28 | 07:47 | 05:45 |
 | Hood of Defiance | 131 | 94.93% | 89.3 | 53.44% | +24.87% | +4.14% | -11.02% | -6.10% | 10:49 | 06:05 | 09:11 | 10:29 | 11:40 | 35:36 | 02:29 | 01:50 |
 | Ring of Health | 134 | 97.10% | 87.5 | 52.99% | +27.99% | +2.89% | -13.60% | -6.30% | 09:51 | 02:36 | 08:37 | 09:52 | 11:14 | 21:31 | 02:37 | 01:56 |
 | Void Stone | 103 | 74.64% | 85.7 | 54.37% | +8.66% | -4.37% | +11.01% | 2.00% | 19:55 | 07:38 | 15:22 | 18:15 | 23:04 | 48:30 | 07:42 | 05:42 |
 | Ring of Protection | 135 | 97.83% | 83.9 | 52.59% | +19.26% | -5.53% | +6.23% | 6.36% | 01:19 | -01:30 | -01:29 | 01:22 | 03:20 | 11:14 | 04:49 | 03:34 |
 | Soul Ring | 135 | 97.83% | 82.1 | 52.59% | +19.26% | +3.29% | -5.53% | -4.37% | 04:35 | 01:55 | 03:11 | 04:04 | 05:12 | 12:14 | 02:01 | 01:29 |
 | Lotus Orb | 71 | 51.45% | 80.4 | 56.34% | +8.58% | -6.34% | +4.77% | 1.53% | 22:39 | 12:09 | 18:05 | 21:04 | 25:22 | 45:50 | 07:17 | 05:23 |
 | Arcane Boots | 135 | 97.83% | 78.6 | 51.85% | -14.82% | +9.91% | -10.67% | -5.30% | 08:49 | 04:25 | 06:39 | 08:01 | 10:32 | 21:19 | 03:53 | 02:52 |
 | Magic Stick | 135 | 97.83% | 76.8 | 51.85% | -14.82% | +9.91% | +1.09% | -2.19% | 02:50 | -01:30 | 00:47 | 01:26 | 04:49 | 12:15 | 04:02 | 02:59 |
 | Magic Wand | 118 | 85.51% | 75.0 | 52.54% | +2.54% | -15.87% | +6.08% | 4.10% | 08:24 | 01:15 | 05:21 | 07:58 | 10:42 | 28:15 | 05:21 | 03:57 |
 | Buckler | 10 | 7.25% | 73.2 | 80.00% | +30.00% | -13.33% | -30.00% | 0.00% | 23:29 | 13:40 | 23:13 | 24:01 | 25:45 | 34:29 | 02:32 | 01:52 |
 | Guardian Greaves | 10 | 7.25% | 71.4 | 80.00% | +30.00% | -13.33% | +20.00% | 0.00% | 25:44 | 16:19 | 23:13 | 26:29 | 28:41 | 36:12 | 05:28 | 04:02 |
 | Boots of Speed | 136 | 98.55% | 69.6 | 51.47% | -48.53% | +10.29% | -19.12% | -10.44% | 05:13 | 01:21 | 03:40 | 04:46 | 06:29 | 16:20 | 02:49 | 02:05 |
 | Quelling Blade | 121 | 87.68% | 67.9 | 50.41% | -14.30% | +2.92% | +6.26% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 00:02 | 00:00 | 00:00 |
 | Heaven's Halberd | 30 | 21.74% | 66.1 | 60.00% | +10.00% | -10.00% | +11.43% | 2.10% | 28:17 | 15:47 | 22:34 | 27:34 | 32:47 | 51:35 | 10:13 | 07:34 |
 | Pipe of Insight | 26 | 18.84% | 64.3 | 61.54% | +11.54% | -4.40% | +5.13% | 1.39% | 21:29 | 11:49 | 16:52 | 20:19 | 23:42 | 38:27 | 06:50 | 05:03 |
 | Aghanim's Shard | 56 | 40.58% | 62.5 | 53.57% | +2.35% | -3.57% | -3.57% | 0.00% | 26:24 | 20:00 | 21:49 | 24:30 | 28:51 | 53:52 | 07:02 | 05:12 |
 | Black King Bar | 27 | 19.57% | 60.7 | 55.56% | +4.21% | +1.58% | +30.15% | 1.85% | 29:32 | 17:49 | 20:42 | 28:19 | 36:11 | 48:22 | 15:29 | 11:28 |
 | Chainmail | 16 | 11.59% | 58.9 | 62.50% | +11.68% | -37.50% | +12.50% | 5.99% | 20:29 | 09:08 | 15:40 | 20:06 | 24:01 | 34:28 | 08:21 | 06:11 |
 | Vanguard | 6 | 4.35% | 57.1 | 83.33% | +32.57% | +16.67% | -83.33% | 0.00% | 14:14 | 08:54 | 12:12 | 13:17 | 15:14 | 21:10 | 03:02 | 02:14 |
 | Scythe of Vyse | 10 | 7.25% | 55.4 | 70.00% | +19.22% | -36.67% | -20.00% | 0.00% | 40:46 | 28:14 | 32:00 | 41:05 | 46:19 | 50:06 | 14:19 | 10:36 |
 | Eul's Scepter of Divinity | 37 | 26.81% | 53.6 | 48.65% | -4.82% | +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 | 31.16% | 51.8 | 46.51% | -8.23% | -19.24% | -1.06% | 3.25% | 15:43 | 01:27 | 13:01 | 15:16 | 18:37 | 24:36 | 05:36 | 04:08 |
 | Mekansm | 13 | 9.42% | 50.0 | 61.54% | +10.34% | -28.21% | +5.13% | 3.25% | 21:51 | 11:36 | 15:04 | 21:54 | 25:19 | 34:29 | 10:15 | 07:35 |
 | Aghanim's Scepter | 3 | 2.17% | 48.2 | 100.00% | +48.89% | 0.00% | 0.00% | 0.00% | 41:48 | 31:39 | 31:39 | 39:31 | 54:13 | 54:13 | 22:34 | 16:42 |
 | Bracer | 19 | 13.77% | 46.4 | 52.63% | +0.53% | -12.63% | +7.37% | 20.00% | 02:27 | -01:29 | 01:28 | 02:14 | 02:23 | 12:14 | 00:55 | 00:40 |
 | Orb of Venom | 27 | 19.57% | 44.6 | 48.15% | -5.00% | -5.29% | +8.99% | 7.93% | 02:19 | -01:29 | 01:24 | 02:37 | 03:12 | 04:19 | 01:48 | 01:20 |
 | Shiva's Guard | 8 | 5.80% | 42.9 | 62.50% | +10.96% | -12.50% | -12.50% | 0.00% | 36:12 | 26:26 | 29:46 | 34:27 | 39:31 | 46:01 | 09:45 | 07:13 |
 | Heart of Tarrasque | 6 | 4.35% | 41.1 | 66.67% | +15.15% | +33.33% | +33.33% | 0.00% | 34:25 | 26:33 | 32:55 | 35:26 | 36:47 | 38:04 | 03:52 | 02:51 |
 | Aeon Disk | 6 | 4.35% | 39.3 | 66.67% | +15.15% | -16.67% | -66.67% | 0.00% | 35:39 | 29:38 | 31:23 | 35:34 | 36:23 | 45:14 | 05:00 | 03:42 |
 | Blade Mail | 2 | 1.45% | 37.5 | 100.00% | +48.53% | 0.00% | 0.00% | 0.00% | 18:19 | 16:48 | 16:48 | 19:50 | 19:50 | 19:50 | 03:02 | 02:14 |
 | Linken's Sphere | 2 | 1.45% | 35.7 | 100.00% | +48.53% | 0.00% | 0.00% | 0.00% | 50:36 | 41:45 | 41:45 | 59:27 | 59:27 | 59:27 | 17:42 | 13:06 |
 | Urn of Shadows | 1 | 0.72% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:40 | 02:40 | 02:40 | 02:40 | 02:40 | 02:40 | 00:00 | 00:00 |
 | Dagon | 1 | 0.72% | 32.1 | 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 |
 | Aghanim's Blessing | 1 | 0.72% | 30.4 | 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 (level 2) | 1 | 0.72% | 28.6 | 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 |
 | Glimmer Cape | 1 | 0.72% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 1.45% | 25.0 | 50.00% | -2.21% | +50.00% | 0.00% | 0.00% | 17:06 | 13:40 | 13:40 | 20:32 | 20:32 | 20:32 | 06:52 | 05:05 |
 | Blink Dagger | 2 | 1.45% | 23.2 | 50.00% | -2.21% | -50.00% | 0.00% | 0.00% | 36:10 | 34:00 | 34:00 | 38:19 | 38:19 | 38:19 | 04:19 | 03:11 |
 | Crimson Guard | 2 | 1.45% | 21.4 | 50.00% | -2.21% | +50.00% | 0.00% | 0.00% | 18:51 | 15:45 | 15:45 | 21:57 | 21:57 | 21:57 | 06:12 | 04:35 |
 | Crown | 3 | 2.17% | 19.6 | 33.33% | -19.26% | -33.33% | 0.00% | 0.00% | 20:37 | 16:24 | 16:24 | 20:15 | 25:12 | 25:12 | 08:48 | 06:31 |
 | Blight Stone | 4 | 2.90% | 17.9 | 0.00% | -53.73% | 0.00% | 0.00% | 0.00% | 06:38 | 02:34 | 02:34 | 03:33 | 04:44 | 15:42 | 02:10 | 01:36 |
 | Solar Crest | 1 | 0.72% | 16.1 | 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 |
 | Bottle | 2 | 1.45% | 14.3 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 02:58 | 02:13 | 02:13 | 03:42 | 03:42 | 03:42 | 01:29 | 01:05 |
 | Medallion of Courage | 1 | 0.72% | 12.5 | 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 |
 | Ghost Scepter | 2 | 1.45% | 10.7 | 0.00% | -52.94% | 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 | 3 | 2.17% | 8.9 | 0.00% | -53.33% | 0.00% | 0.00% | 0.00% | 04:29 | 03:25 | 03:25 | 04:30 | 05:33 | 05:33 | 02:08 | 01:34 |
 | Fluffy Hat | 4 | 2.90% | 7.1 | 0.00% | -53.73% | 0.00% | 0.00% | 0.00% | 04:01 | 02:34 | 02:34 | 03:56 | 04:44 | 04:49 | 02:10 | 01:36 |
 | Overwhelming Blink | 1 | 0.72% | 5.4 | 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 |
 | Tranquil Boots | 2 | 1.45% | 3.6 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 07:24 | 06:43 | 06:43 | 08:04 | 08:04 | 08:04 | 01:21 | 01:00 |
 | Rod of Atos | 1 | 0.72% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |