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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 | 34 | 56.67% | 100.0 | 70.59% | +43.67% | -3.92% | +16.91% | 2.17% | 26:06 | 16:06 | 20:41 | 25:53 | 30:18 | 42:25 | 09:37 | 07:07 |
 | Bloodstone | 11 | 18.33% | 98.0 | 81.82% | +36.92% | -15.15% | +18.18% | 3.13% | 30:47 | 20:01 | 23:16 | 32:06 | 33:55 | 43:16 | 10:39 | 07:53 |
 | Headdress | 17 | 28.33% | 95.9 | 70.59% | +26.40% | -20.59% | +29.41% | 6.21% | 18:36 | 11:30 | 14:21 | 17:09 | 22:24 | 32:09 | 08:03 | 05:57 |
 | Kaya and Sange | 23 | 38.33% | 93.9 | 65.22% | +21.98% | +1.45% | +18.11% | 2.52% | 26:28 | 16:59 | 21:26 | 26:52 | 28:02 | 43:01 | 06:36 | 04:53 |
 | Eternal Shroud | 4 | 6.67% | 91.8 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 29:11 | 23:05 | 23:05 | 26:23 | 29:21 | 37:54 | 06:16 | 04:38 |
 | Hood of Defiance | 55 | 91.67% | 89.8 | 54.55% | +34.55% | -4.55% | +9.74% | 8.17% | 10:55 | 06:37 | 09:34 | 10:35 | 11:19 | 21:36 | 01:45 | 01:17 |
 | Ring of Health | 57 | 95.00% | 87.8 | 52.63% | +19.30% | +4.51% | -2.63% | -3.40% | 10:16 | 04:23 | 08:59 | 10:19 | 11:05 | 21:31 | 02:06 | 01:33 |
 | Pipe of Insight | 13 | 21.67% | 85.7 | 69.23% | +22.42% | -35.90% | +30.77% | 8.87% | 21:15 | 14:33 | 15:50 | 20:19 | 23:21 | 32:44 | 07:31 | 05:34 |
 | Boots of Speed | 60 | 100.00% | 83.7 | 51.67% | +51.67% | +15.00% | -11.67% | -9.14% | 05:29 | 01:21 | 03:43 | 04:49 | 06:38 | 16:20 | 02:55 | 02:09 |
 | Ring of Protection | 60 | 100.00% | 81.6 | 51.67% | +51.67% | +8.33% | -11.67% | -12.77% | 01:20 | -01:30 | -01:29 | 01:44 | 03:03 | 10:09 | 04:32 | 03:21 |
 | Arcane Boots | 60 | 100.00% | 79.6 | 51.67% | +51.67% | +8.33% | -5.00% | -2.86% | 09:23 | 05:02 | 06:33 | 08:21 | 11:13 | 21:19 | 04:40 | 03:27 |
 | Soul Ring | 60 | 100.00% | 77.6 | 51.67% | +51.67% | +1.66% | +1.66% | 0.00% | 04:14 | 01:55 | 03:05 | 03:43 | 04:49 | 10:14 | 01:44 | 01:17 |
 | Lotus Orb | 34 | 56.67% | 75.5 | 55.88% | +9.73% | -11.44% | +19.12% | 3.50% | 23:07 | 12:09 | 18:06 | 21:29 | 26:50 | 45:50 | 08:44 | 06:28 |
 | Void Stone | 45 | 75.00% | 73.5 | 53.33% | +6.66% | -7.88% | +10.31% | 2.06% | 19:58 | 10:58 | 14:40 | 18:12 | 23:30 | 48:30 | 08:50 | 06:32 |
 | Magic Stick | 59 | 98.33% | 71.4 | 50.85% | -49.15% | +2.48% | -4.18% | -1.98% | 02:39 | -01:29 | 00:43 | 01:26 | 04:05 | 12:15 | 03:22 | 02:29 |
 | Sange | 35 | 58.33% | 69.4 | 54.29% | +6.29% | +1.27% | +12.38% | 1.52% | 21:37 | 13:37 | 16:58 | 20:27 | 24:16 | 39:00 | 07:18 | 05:24 |
 | Magic Wand | 56 | 93.33% | 67.3 | 50.00% | -25.00% | -14.29% | +14.29% | 4.14% | 09:03 | 01:15 | 05:08 | 08:01 | 12:02 | 28:15 | 06:54 | 05:06 |
 | Quelling Blade | 52 | 86.67% | 65.3 | 50.00% | -12.50% | +3.85% | +19.23% | 0.00% | -01:27 | -01:30 | -01:29 | -01:29 | -01:29 | 00:02 | 00:00 | 00:00 |
 | Aghanim's Shard | 26 | 43.33% | 63.3 | 46.15% | -9.73% | -17.58% | -12.82% | 0.69% | 27:11 | 20:00 | 21:58 | 24:30 | 28:51 | 53:52 | 06:53 | 05:05 |
 | Eul's Scepter of Divinity | 14 | 23.33% | 61.2 | 50.00% | -2.17% | 0.00% | +50.00% | 16.85% | 18:07 | 13:22 | 16:15 | 17:13 | 19:13 | 24:01 | 02:58 | 02:11 |
 | Bracer | 6 | 10.00% | 59.2 | 66.67% | +16.67% | +33.33% | -66.67% | 0.00% | 03:47 | -01:29 | 01:33 | 02:15 | 04:53 | 12:14 | 03:20 | 02:28 |
 | Wind Lace | 17 | 28.33% | 57.1 | 47.06% | -6.43% | -47.06% | +27.94% | 12.13% | 15:44 | 06:08 | 12:26 | 14:42 | 18:37 | 24:19 | 06:11 | 04:34 |
 | Blade Mail | 2 | 3.33% | 55.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 18:19 | 16:48 | 16:48 | 19:50 | 19:50 | 19:50 | 03:02 | 02:14 |
 | Vanguard | 2 | 3.33% | 53.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:45 | 08:54 | 08:54 | 14:36 | 14:36 | 14:36 | 05:42 | 04:13 |
 | Aghanim's Scepter | 2 | 3.33% | 51.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:35 | 31:39 | 31:39 | 39:31 | 39:31 | 39:31 | 07:52 | 05:49 |
 | Heart of Tarrasque | 5 | 8.33% | 49.0 | 60.00% | +9.09% | +40.00% | +40.00% | 0.00% | 33:41 | 26:33 | 26:33 | 35:26 | 36:44 | 36:47 | 10:11 | 07:32 |
 | Black King Bar | 11 | 18.33% | 46.9 | 36.36% | -18.74% | -3.03% | +30.31% | 2.40% | 29:56 | 19:47 | 22:18 | 28:19 | 36:11 | 43:45 | 13:53 | 10:17 |
 | Chainmail | 7 | 11.67% | 44.9 | 42.86% | -9.97% | +7.14% | -42.86% | -15.31% | 18:19 | 09:08 | 15:40 | 16:48 | 18:56 | 29:46 | 03:16 | 02:25 |
 | Orb of Venom | 13 | 21.67% | 42.9 | 30.77% | -26.68% | +2.56% | +2.56% | 0.00% | 02:25 | -01:29 | 01:12 | 02:49 | 03:26 | 04:16 | 02:14 | 01:39 |
 | Aeon Disk | 4 | 6.67% | 40.8 | 50.00% | -1.79% | -50.00% | -50.00% | 0.00% | 35:27 | 29:38 | 29:38 | 31:23 | 35:34 | 45:14 | 05:56 | 04:23 |
 | Scythe of Vyse | 4 | 6.67% | 38.8 | 50.00% | -1.79% | -50.00% | -50.00% | 0.00% | 42:18 | 28:14 | 28:14 | 46:08 | 46:19 | 48:30 | 18:05 | 13:23 |
 | Helm of Iron Will | 1 | 1.67% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:40 | 13:40 | 13:40 | 13:40 | 13:40 | 13:40 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.67% | 34.7 | 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 |
 | Crimson Guard | 1 | 1.67% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:45 | 15:45 | 15:45 | 15:45 | 15:45 | 15:45 | 00:00 | 00:00 |
 | Heaven's Halberd | 8 | 13.33% | 30.6 | 25.00% | -30.77% | -25.00% | -25.00% | 0.00% | 26:07 | 17:59 | 20:18 | 25:08 | 30:16 | 34:12 | 09:58 | 07:22 |
 | Buckler | 2 | 3.33% | 28.6 | 50.00% | -1.72% | +50.00% | 0.00% | 0.00% | 19:49 | 13:40 | 13:40 | 25:57 | 25:57 | 25:57 | 12:17 | 09:05 |
 | Blink Dagger | 2 | 3.33% | 26.5 | 50.00% | -1.72% | -50.00% | 0.00% | 0.00% | 36:10 | 34:00 | 34:00 | 38:19 | 38:19 | 38:19 | 04:19 | 03:11 |
 | Guardian Greaves | 2 | 3.33% | 24.5 | 50.00% | -1.72% | +50.00% | 0.00% | 0.00% | 21:27 | 16:19 | 16:19 | 26:35 | 26:35 | 26:35 | 10:16 | 07:36 |
 | Mekansm | 4 | 6.67% | 22.4 | 25.00% | -28.57% | +75.00% | -25.00% | 0.00% | 20:02 | 11:36 | 11:36 | 16:38 | 21:54 | 30:01 | 10:18 | 07:37 |
 | Shiva's Guard | 4 | 6.67% | 20.4 | 25.00% | -28.57% | -25.00% | -25.00% | 0.00% | 37:26 | 29:46 | 29:46 | 34:27 | 39:31 | 46:01 | 09:45 | 07:13 |
 | Solar Crest | 1 | 1.67% | 18.4 | 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 | 1 | 1.67% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:04 | 08:04 | 08:04 | 08:04 | 08:04 | 08:04 | 00:00 | 00:00 |
 | Crown | 1 | 1.67% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.67% | 12.2 | 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 |
 | Bottle | 1 | 1.67% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 00:00 | 00:00 |
 | Orb of Corrosion | 2 | 3.33% | 8.2 | 0.00% | -53.45% | 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 | 5.00% | 6.1 | 0.00% | -54.39% | 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 | 1.67% | 4.1 | 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 |
 | Blight Stone | 3 | 5.00% | 2.0 | 0.00% | -54.39% | 0.00% | 0.00% | 0.00% | 07:40 | 02:34 | 02:34 | 04:44 | 15:42 | 15:42 | 13:08 | 09:43 |