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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 Basilius | 37 | 14.02% | 100.0 | 81.08% | +38.35% | +7.81% | -14.41% | -1.10% | 25:46 | 09:38 | 14:06 | 23:29 | 34:13 | 54:29 | 20:07 | 14:54 |
 | Morbid Mask | 41 | 15.53% | 98.4 | 78.05% | +35.45% | +1.95% | -8.05% | -0.52% | 29:13 | 10:01 | 18:57 | 26:23 | 38:11 | 54:29 | 19:14 | 14:14 |
 | Vladmir's Offering | 34 | 12.88% | 96.9 | 79.41% | +35.93% | -1.63% | -16.91% | -1.00% | 28:27 | 13:30 | 20:33 | 25:24 | 35:54 | 54:29 | 15:21 | 11:22 |
 | Buckler | 53 | 20.08% | 95.3 | 73.58% | +31.87% | +3.34% | -19.73% | -1.48% | 30:26 | 03:32 | 21:36 | 31:24 | 37:09 | 54:29 | 15:33 | 11:31 |
 | Sange | 11 | 4.17% | 93.8 | 90.91% | +44.66% | +9.09% | +9.09% | 0.00% | 29:44 | 19:09 | 22:26 | 31:25 | 32:07 | 43:39 | 09:41 | 07:10 |
 | Heaven's Halberd | 10 | 3.79% | 92.2 | 90.00% | +43.54% | +10.00% | +10.00% | 0.00% | 31:42 | 21:29 | 24:57 | 27:54 | 40:20 | 43:55 | 15:23 | 11:23 |
 | Black King Bar | 165 | 62.50% | 90.6 | 56.97% | +23.64% | +4.01% | -3.31% | -1.02% | 27:25 | 16:42 | 23:37 | 26:12 | 30:48 | 46:22 | 07:11 | 05:19 |
 | Desolator | 50 | 18.94% | 89.1 | 64.00% | +19.61% | -25.54% | -5.67% | 1.78% | 29:18 | 14:12 | 23:26 | 29:12 | 34:35 | 1:23:22 | 11:09 | 08:15 |
 | Blight Stone | 79 | 29.92% | 87.5 | 59.49% | +16.25% | -9.49% | +5.51% | 0.80% | 23:30 | 01:35 | 14:24 | 25:41 | 33:08 | 1:23:22 | 18:44 | 13:52 |
 | Void Stone | 132 | 50.00% | 85.9 | 56.06% | +15.91% | +16.67% | +4.55% | -1.48% | 17:56 | 07:52 | 12:09 | 15:21 | 20:20 | 50:32 | 08:11 | 06:03 |
 | Wind Lace | 148 | 56.06% | 84.4 | 54.73% | +15.07% | -0.68% | +7.43% | 1.44% | 13:34 | -01:29 | 09:26 | 11:47 | 15:05 | 44:33 | 05:39 | 04:11 |
 | Eul's Scepter of Divinity | 115 | 43.56% | 82.8 | 54.78% | +11.83% | +17.63% | -9.95% | -5.32% | 17:38 | 11:42 | 14:47 | 16:45 | 19:58 | 33:43 | 05:11 | 03:50 |
 | Ring of Health | 41 | 15.53% | 81.3 | 60.98% | +15.24% | -20.98% | +29.02% | 2.57% | 31:26 | 12:12 | 18:06 | 30:54 | 37:33 | 1:08:39 | 19:27 | 14:24 |
 | Ring of Protection | 110 | 41.67% | 79.7 | 53.64% | +9.48% | -3.64% | +16.73% | 1.73% | 09:05 | -01:30 | -01:29 | 02:55 | 13:14 | 54:29 | 14:43 | 10:54 |
 | Blink Dagger | 231 | 87.50% | 78.1 | 49.78% | +13.42% | -8.40% | +0.22% | 1.15% | 18:45 | 10:22 | 14:38 | 17:02 | 22:07 | 43:10 | 07:29 | 05:32 |
 | Magic Wand | 228 | 86.36% | 76.6 | 49.56% | +10.67% | +3.07% | -10.96% | -3.11% | 08:19 | 00:58 | 05:32 | 07:54 | 10:03 | 39:02 | 04:31 | 03:20 |
 | Phase Boots | 224 | 84.85% | 75.0 | 49.55% | +9.55% | -4.91% | +0.45% | 2.70% | 09:21 | 05:48 | 08:05 | 08:58 | 10:04 | 29:18 | 01:59 | 01:28 |
 | Chainmail | 225 | 85.23% | 73.4 | 49.33% | +8.30% | -6.47% | +2.46% | 3.83% | 08:18 | 02:11 | 06:50 | 07:56 | 09:10 | 29:14 | 02:20 | 01:43 |
 | Magic Stick | 256 | 96.97% | 71.9 | 48.83% | +23.83% | +4.30% | -9.77% | -2.31% | 04:04 | -01:30 | 01:03 | 03:28 | 07:08 | 16:47 | 06:05 | 04:30 |
 | Bottle | 177 | 67.05% | 70.3 | 49.72% | +4.89% | +7.10% | +0.28% | -3.90% | 03:33 | 01:00 | 02:23 | 03:07 | 04:08 | 25:15 | 01:45 | 01:17 |
 | Boots of Speed | 264 | 100.00% | 68.8 | 48.11% | +48.11% | +1.89% | -4.17% | -4.09% | 04:56 | 00:59 | 04:06 | 05:00 | 05:35 | 09:29 | 01:29 | 01:05 |
 | Quelling Blade | 248 | 93.94% | 67.2 | 47.18% | -15.32% | +4.43% | -2.02% | 0.00% | -01:25 | -01:30 | -01:29 | -01:29 | -01:29 | 07:04 | 00:00 | 00:00 |
 | Skull Basher | 18 | 6.82% | 65.6 | 66.67% | +19.92% | +13.33% | -16.67% | -2.76% | 42:04 | 30:38 | 35:37 | 39:50 | 46:29 | 59:57 | 10:52 | 08:02 |
 | Bracer | 180 | 68.18% | 64.1 | 45.00% | -9.76% | -2.78% | +8.33% | 6.87% | 02:55 | -01:29 | 01:53 | 02:22 | 03:30 | 17:18 | 01:37 | 01:11 |
 | Orb of Venom | 43 | 16.29% | 62.5 | 53.49% | +6.43% | +19.24% | +1.06% | -18.18% | 00:43 | -01:29 | -01:29 | 01:10 | 02:23 | 04:47 | 03:52 | 02:51 |
 | Fluffy Hat | 17 | 6.44% | 60.9 | 64.71% | +17.75% | +10.29% | +35.29% | 4.20% | 06:09 | -01:24 | 02:42 | 04:24 | 08:39 | 18:43 | 05:57 | 04:24 |
 | Lotus Orb | 15 | 5.68% | 59.4 | 66.67% | +19.68% | +8.33% | +8.33% | 0.00% | 37:27 | 25:54 | 32:52 | 35:33 | 39:06 | 52:42 | 06:14 | 04:37 |
 | Aghanim's Shard | 25 | 9.47% | 57.8 | 56.00% | +8.72% | -6.00% | -22.67% | -1.11% | 34:02 | 22:04 | 25:14 | 30:42 | 40:13 | 1:09:49 | 14:59 | 11:05 |
 | Soul Ring | 60 | 22.73% | 56.3 | 46.67% | -1.86% | 0.00% | 0.00% | 0.00% | 07:38 | 02:47 | 04:54 | 07:13 | 08:57 | 19:33 | 04:03 | 03:00 |
 | Vanguard | 10 | 3.79% | 54.7 | 70.00% | +22.76% | +30.00% | -20.00% | 0.00% | 42:09 | 19:23 | 32:12 | 37:17 | 55:07 | 1:08:39 | 22:55 | 16:58 |
 | Orb of Corrosion | 15 | 5.68% | 53.1 | 60.00% | +12.61% | +15.00% | +15.00% | 0.00% | 05:45 | 03:06 | 03:45 | 04:56 | 05:52 | 11:33 | 02:07 | 01:34 |
 | Assault Cuirass | 14 | 5.30% | 51.6 | 57.14% | +9.54% | -7.14% | -23.81% | -2.55% | 39:17 | 30:41 | 35:21 | 36:16 | 41:54 | 59:48 | 06:33 | 04:51 |
 | Aghanim's Scepter | 3 | 1.14% | 50.0 | 100.00% | +52.49% | 0.00% | 0.00% | 0.00% | 31:46 | 25:36 | 25:36 | 34:10 | 35:33 | 35:33 | 09:57 | 07:22 |
 | Medallion of Courage | 13 | 4.92% | 48.4 | 53.85% | +6.04% | +12.82% | +12.82% | 0.00% | 27:46 | 15:55 | 20:32 | 27:08 | 33:49 | 37:33 | 13:17 | 09:50 |
 | Solar Crest | 8 | 3.03% | 46.9 | 62.50% | +14.84% | +37.50% | -12.50% | 0.00% | 33:09 | 21:45 | 25:08 | 33:33 | 35:34 | 45:05 | 10:26 | 07:43 |
 | Tranquil Boots | 8 | 3.03% | 45.3 | 62.50% | +14.84% | -12.50% | -12.50% | 0.00% | 13:05 | 07:23 | 07:34 | 09:46 | 13:30 | 31:55 | 05:56 | 04:23 |
 | Power Treads | 23 | 8.71% | 43.8 | 43.48% | -5.07% | -10.15% | +23.19% | 19.42% | 09:13 | 06:31 | 07:32 | 08:20 | 09:15 | 18:23 | 01:43 | 01:16 |
 | Abyssal Blade | 7 | 2.65% | 42.2 | 57.14% | +9.28% | -7.14% | -7.14% | 0.00% | 51:08 | 37:21 | 37:34 | 49:57 | 1:01:00 | 1:08:46 | 23:26 | 17:21 |
 | Linken's Sphere | 2 | 0.76% | 40.6 | 100.00% | +52.29% | 0.00% | 0.00% | 0.00% | 36:24 | 30:18 | 30:18 | 42:30 | 42:30 | 42:30 | 12:12 | 09:02 |
 | Force Staff | 2 | 0.76% | 39.1 | 100.00% | +52.29% | 0.00% | 0.00% | 0.00% | 28:08 | 24:27 | 24:27 | 31:49 | 31:49 | 31:49 | 07:22 | 05:27 |
 | Refresher Orb | 2 | 0.76% | 37.5 | 100.00% | +52.29% | 0.00% | 0.00% | 0.00% | 53:59 | 49:53 | 49:53 | 58:04 | 58:04 | 58:04 | 08:11 | 06:03 |
 | Falcon Blade | 2 | 0.76% | 35.9 | 100.00% | +52.29% | 0.00% | 0.00% | 0.00% | 17:07 | 15:31 | 15:31 | 18:43 | 18:43 | 18:43 | 03:12 | 02:22 |
 | Helm of Iron Will | 5 | 1.89% | 34.4 | 60.00% | +12.12% | +40.00% | -60.00% | 0.00% | 45:10 | 21:00 | 21:00 | 39:28 | 55:37 | 1:15:57 | 34:37 | 25:38 |
 | Hood of Defiance | 14 | 5.30% | 32.8 | 35.71% | -13.09% | +14.29% | -2.38% | -2.58% | 17:15 | 12:16 | 12:54 | 16:30 | 19:22 | 27:28 | 06:28 | 04:47 |
 | Aeon Disk | 3 | 1.14% | 31.3 | 66.67% | +18.78% | +33.33% | 0.00% | 0.00% | 39:18 | 34:30 | 34:30 | 39:46 | 43:37 | 43:37 | 09:07 | 06:45 |
 | Nullifier | 3 | 1.14% | 29.7 | 66.67% | +18.78% | +33.33% | 0.00% | 0.00% | 43:23 | 34:24 | 34:24 | 39:48 | 55:56 | 55:56 | 21:32 | 15:57 |
 | Yasha | 1 | 0.38% | 28.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.38% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Wind Waker | 1 | 0.38% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.38% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 42:56 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 0.38% | 21.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 0.38% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 |
 | Daedalus | 1 | 0.38% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.38% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 32:48 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.38% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:59 | 28:59 | 28:59 | 28:59 | 28:59 | 28:59 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 0.38% | 14.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:08 | 1:01:08 | 1:01:08 | 1:01:08 | 1:01:08 | 1:01:08 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 0.38% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 36:45 | 00:00 | 00:00 |
 | Headdress | 5 | 1.89% | 10.9 | 40.00% | -8.26% | -40.00% | -40.00% | 0.00% | 23:48 | 19:06 | 19:06 | 25:54 | 25:59 | 27:56 | 06:53 | 05:05 |
 | Pipe of Insight | 5 | 1.89% | 9.4 | 40.00% | -8.26% | -40.00% | -40.00% | 0.00% | 25:37 | 19:17 | 19:17 | 25:57 | 27:32 | 32:59 | 08:15 | 06:06 |
 | Ghost Scepter | 3 | 1.14% | 7.8 | 33.33% | -14.95% | -33.33% | 0.00% | 0.00% | 28:48 | 27:17 | 27:17 | 28:14 | 30:52 | 30:52 | 03:35 | 02:39 |
 | Blade Mail | 1 | 0.38% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 0.38% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:26 | 59:26 | 59:26 | 59:26 | 59:26 | 59:26 | 00:00 | 00:00 |
 | Satanic | 2 | 0.76% | 3.1 | 0.00% | -48.47% | 0.00% | 0.00% | 0.00% | 41:01 | 38:21 | 38:21 | 43:40 | 43:40 | 43:40 | 05:19 | 03:56 |
 | Glimmer Cape | 1 | 0.38% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |