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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 | 38 | 40.86% | 100.0 | 63.16% | +28.61% | -43.16% | +25.73% | 3.20% | 24:26 | 04:45 | 11:22 | 26:35 | 32:53 | 55:11 | 21:31 | 15:56 |
 | Lotus Orb | 14 | 15.05% | 98.2 | 71.43% | +29.66% | +28.57% | -4.76% | -5.90% | 31:41 | 20:45 | 27:41 | 30:01 | 33:20 | 45:24 | 05:39 | 04:11 |
 | Fluffy Hat | 38 | 40.86% | 96.4 | 57.89% | +19.71% | +2.11% | -2.33% | -0.68% | 07:05 | 02:31 | 03:37 | 06:12 | 10:10 | 17:23 | 06:33 | 04:51 |
 | Void Stone | 57 | 61.29% | 94.6 | 54.39% | +21.06% | +2.75% | +2.75% | 0.00% | 20:26 | 06:58 | 11:25 | 15:28 | 28:19 | 49:54 | 16:54 | 12:31 |
 | Shiva's Guard | 26 | 27.96% | 92.9 | 57.69% | +15.90% | -14.83% | -7.69% | 1.08% | 31:22 | 19:50 | 28:04 | 31:10 | 34:41 | 43:46 | 06:37 | 04:54 |
 | Boots of Speed | 92 | 98.92% | 91.1 | 46.74% | +46.74% | +9.78% | +18.48% | 3.26% | 05:16 | 01:15 | 03:51 | 05:16 | 06:31 | 10:49 | 02:40 | 01:58 |
 | Falcon Blade | 22 | 23.66% | 89.3 | 59.09% | +16.84% | +7.58% | -19.09% | -8.94% | 06:25 | 03:40 | 04:43 | 05:57 | 07:42 | 11:12 | 02:59 | 02:12 |
 | Magic Wand | 84 | 90.32% | 87.5 | 46.43% | +1.99% | -3.57% | +10.71% | 3.51% | 07:50 | -01:29 | 05:31 | 07:08 | 09:35 | 25:39 | 04:04 | 03:00 |
 | Linken's Sphere | 6 | 6.45% | 85.7 | 83.33% | +39.65% | +16.67% | -83.33% | 0.00% | 36:16 | 30:19 | 32:10 | 32:54 | 40:12 | 45:08 | 08:02 | 05:57 |
 | Magic Stick | 86 | 92.47% | 83.9 | 45.35% | -11.79% | -8.99% | -2.49% | 1.23% | 03:21 | -01:29 | -01:28 | 02:25 | 06:44 | 15:20 | 08:12 | 06:04 |
 | Black King Bar | 51 | 54.84% | 82.1 | 49.02% | +6.16% | +27.90% | -25.94% | -12.87% | 21:29 | 14:26 | 18:25 | 20:29 | 22:36 | 41:58 | 04:11 | 03:05 |
 | Arcane Boots | 8 | 8.60% | 80.4 | 75.00% | +31.47% | -25.00% | -25.00% | 0.00% | 18:09 | 07:50 | 08:58 | 15:27 | 23:45 | 31:19 | 14:47 | 10:57 |
 | Phase Boots | 17 | 18.28% | 78.6 | 58.82% | +15.40% | +16.18% | -8.82% | -12.40% | 08:47 | 05:23 | 06:58 | 07:49 | 08:59 | 22:13 | 02:01 | 01:29 |
 | Blink Dagger | 24 | 25.81% | 76.8 | 54.17% | +10.69% | +12.50% | +29.16% | 1.72% | 30:22 | 20:44 | 24:58 | 28:55 | 34:39 | 45:11 | 09:41 | 07:10 |
 | Eul's Scepter of Divinity | 42 | 45.16% | 75.0 | 47.62% | +2.52% | +6.93% | +12.38% | 0.51% | 18:32 | 10:04 | 12:37 | 15:32 | 23:24 | 36:10 | 10:47 | 07:59 |
 | Chainmail | 20 | 21.51% | 73.2 | 55.00% | +11.16% | -15.00% | -15.00% | 0.00% | 08:20 | 02:59 | 05:36 | 06:38 | 08:56 | 21:40 | 03:20 | 02:28 |
 | Wind Lace | 54 | 58.06% | 71.4 | 44.44% | -4.28% | +5.56% | +1.71% | -0.46% | 11:45 | -01:29 | 07:03 | 09:37 | 15:26 | 34:44 | 08:23 | 06:12 |
 | Refresher Orb | 9 | 9.68% | 69.6 | 66.67% | +22.62% | +33.33% | +33.33% | 0.00% | 48:25 | 35:07 | 37:47 | 49:54 | 55:12 | 1:03:12 | 17:25 | 12:54 |
 | Heaven's Halberd | 9 | 9.68% | 67.9 | 66.67% | +22.62% | +33.33% | -66.67% | -7.39% | 27:20 | 15:43 | 18:34 | 28:08 | 32:06 | 40:58 | 13:32 | 10:01 |
 | Tranquil Boots | 5 | 5.38% | 66.1 | 80.00% | +35.68% | -80.00% | +20.00% | 0.00% | 17:09 | 08:02 | 08:02 | 15:49 | 23:01 | 26:00 | 14:59 | 11:05 |
 | Null Talisman | 50 | 53.76% | 64.3 | 42.00% | -9.16% | -3.54% | -8.67% | -3.54% | 03:22 | 00:49 | 02:20 | 03:05 | 03:47 | 10:12 | 01:27 | 01:04 |
 | Sange | 37 | 39.78% | 62.5 | 43.24% | -4.97% | +1.20% | -21.02% | -2.09% | 23:30 | 09:31 | 17:24 | 22:05 | 28:01 | 42:05 | 10:37 | 07:51 |
 | Aghanim's Shard | 23 | 24.73% | 60.7 | 47.83% | +2.12% | +2.17% | +2.17% | 0.00% | 33:24 | 20:02 | 24:54 | 31:44 | 36:13 | 54:00 | 11:19 | 08:22 |
 | Kaya | 23 | 24.73% | 58.9 | 43.48% | -3.66% | -26.81% | +6.52% | 2.83% | 22:45 | 10:54 | 14:45 | 24:29 | 26:31 | 37:03 | 11:46 | 08:42 |
 | Aeon Disk | 9 | 9.68% | 57.1 | 55.56% | +10.32% | -5.56% | -5.56% | 0.00% | 33:41 | 26:56 | 27:52 | 33:04 | 33:37 | 45:47 | 05:45 | 04:15 |
 | Quelling Blade | 9 | 9.68% | 55.4 | 55.56% | +10.32% | -55.56% | +44.44% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | -00:15 | 00:00 | 00:00 |
 | Kaya and Sange | 22 | 23.66% | 53.6 | 40.91% | -6.98% | -24.24% | -20.91% | 0.29% | 24:41 | 14:08 | 18:36 | 25:17 | 30:14 | 37:06 | 11:38 | 08:37 |
 | Glimmer Cape | 4 | 4.30% | 51.8 | 75.00% | +30.06% | +25.00% | -75.00% | 0.00% | 25:29 | 18:36 | 18:36 | 18:46 | 27:40 | 36:54 | 09:04 | 06:42 |
 | Scythe of Vyse | 2 | 2.15% | 50.0 | 100.00% | +54.95% | 0.00% | 0.00% | 0.00% | 44:55 | 44:47 | 44:47 | 45:02 | 45:02 | 45:02 | 00:15 | 00:11 |
 | Headdress | 2 | 2.15% | 48.2 | 100.00% | +54.95% | 0.00% | 0.00% | 0.00% | 29:59 | 29:36 | 29:36 | 30:22 | 30:22 | 30:22 | 00:46 | 00:34 |
 | Octarine Core | 2 | 2.15% | 46.4 | 100.00% | +54.95% | 0.00% | 0.00% | 0.00% | 36:43 | 34:57 | 34:57 | 38:28 | 38:28 | 38:28 | 03:31 | 02:36 |
 | Hood of Defiance | 17 | 18.28% | 44.6 | 41.18% | -6.19% | -41.18% | +8.82% | 14.93% | 13:49 | 05:47 | 10:10 | 11:19 | 13:31 | 31:12 | 03:21 | 02:28 |
 | Power Treads | 18 | 19.35% | 42.9 | 38.89% | -9.11% | +1.11% | -38.89% | -13.26% | 09:38 | 06:02 | 07:35 | 08:50 | 10:36 | 21:01 | 03:01 | 02:14 |
 | Bottle | 30 | 32.26% | 41.1 | 33.33% | -19.05% | -8.33% | -4.76% | 3.57% | 01:35 | 00:47 | 01:19 | 01:30 | 01:51 | 02:28 | 00:32 | 00:23 |
 | Ghost Scepter | 17 | 18.28% | 39.3 | 35.29% | -13.39% | -10.29% | -10.29% | 0.00% | 23:58 | 15:28 | 18:33 | 21:54 | 28:51 | 36:51 | 10:18 | 07:37 |
 | Eternal Shroud | 3 | 3.23% | 37.5 | 66.67% | +21.11% | +33.33% | 0.00% | 0.00% | 22:56 | 15:54 | 15:54 | 20:37 | 32:17 | 32:17 | 16:23 | 12:08 |
 | Aether Lens | 3 | 3.23% | 35.7 | 66.67% | +21.11% | +33.33% | 0.00% | 0.00% | 35:30 | 34:30 | 34:30 | 34:57 | 37:03 | 37:03 | 02:33 | 01:53 |
 | Crown | 3 | 3.23% | 33.9 | 66.67% | +21.11% | +33.33% | 0.00% | 0.00% | 16:08 | 10:04 | 10:04 | 18:59 | 19:22 | 19:22 | 09:18 | 06:53 |
 | Bracer | 3 | 3.23% | 32.1 | 66.67% | +21.11% | +33.33% | 0.00% | 0.00% | 08:04 | 02:37 | 02:37 | 04:49 | 16:47 | 16:47 | 14:10 | 10:29 |
 | Ring of Protection | 8 | 8.60% | 30.4 | 37.50% | -9.56% | +12.50% | +12.50% | 0.00% | 05:15 | -01:29 | -01:29 | -01:29 | 05:22 | 29:06 | 06:51 | 05:04 |
 | Medallion of Courage | 1 | 1.08% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 1.08% | 26.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.08% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.08% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 22:53 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.08% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 1.08% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.08% | 17.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 13:51 | 00:00 | 00:00 |
 | Solar Crest | 1 | 1.08% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Bloodstone | 1 | 1.08% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.08% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Buckler | 1 | 1.08% | 10.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 29:06 | 00:00 | 00:00 |
 | Rod of Atos | 2 | 2.15% | 8.9 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 17:16 | 14:29 | 14:29 | 20:02 | 20:02 | 20:02 | 05:33 | 04:06 |
 | Wind Waker | 2 | 2.15% | 7.1 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 52:12 | 49:50 | 49:50 | 54:34 | 54:34 | 54:34 | 04:44 | 03:30 |
 | Force Staff | 1 | 1.08% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:23 | 21:23 | 21:23 | 21:23 | 21:23 | 21:23 | 00:00 | 00:00 |
 | Witch Blade | 2 | 2.15% | 3.6 | 0.00% | -47.25% | 0.00% | 0.00% | 0.00% | 15:18 | 14:33 | 14:33 | 16:02 | 16:02 | 16:02 | 01:29 | 01:05 |
 | Soul Ring | 3 | 3.23% | 1.8 | 0.00% | -47.78% | 0.00% | 0.00% | 0.00% | 06:23 | 04:51 | 04:51 | 05:29 | 08:49 | 08:49 | 03:58 | 02:56 |