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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 | |
 | Soul Ring | 84 | 58.74% | 100.0 | 55.95% | +28.83% | +1.19% | -3.57% | -0.93% | 08:11 | 01:20 | 04:45 | 07:19 | 09:53 | 19:30 | 05:08 | 03:48 |
 | Ring of Protection | 98 | 68.53% | 98.5 | 54.08% | +31.86% | -6.08% | +4.25% | 1.32% | 06:35 | -01:29 | -01:28 | 05:18 | 09:16 | 33:39 | 10:44 | 07:57 |
 | Black King Bar | 67 | 46.85% | 96.9 | 55.22% | +21.01% | +9.49% | -2.28% | -1.73% | 27:21 | 16:06 | 23:44 | 27:28 | 30:33 | 38:52 | 06:49 | 05:02 |
 | Buckler | 14 | 9.79% | 95.4 | 71.43% | +30.34% | -21.43% | +28.57% | 5.32% | 29:20 | 18:32 | 24:42 | 29:22 | 34:06 | 37:41 | 09:24 | 06:57 |
 | Assault Cuirass | 7 | 4.90% | 93.8 | 85.71% | +43.80% | -35.71% | +14.29% | 15.96% | 34:54 | 31:08 | 33:08 | 34:35 | 36:16 | 38:09 | 03:08 | 02:19 |
 | Quelling Blade | 123 | 86.01% | 92.3 | 47.15% | +22.15% | -5.21% | +4.46% | 0.00% | -01:14 | -01:30 | -01:29 | -01:29 | -01:29 | 09:30 | 00:00 | 00:00 |
 | Aghanim's Shard | 80 | 55.94% | 90.8 | 48.75% | +10.65% | +11.25% | -13.75% | -5.54% | 23:25 | 19:18 | 20:22 | 21:48 | 24:53 | 38:48 | 04:31 | 03:20 |
 | Crown | 4 | 2.80% | 89.2 | 100.00% | +57.55% | 0.00% | 0.00% | 0.00% | 21:12 | 15:38 | 15:38 | 17:10 | 24:31 | 27:28 | 08:53 | 06:34 |
 | Solar Crest | 4 | 2.80% | 87.7 | 100.00% | +57.55% | 0.00% | 0.00% | 0.00% | 21:46 | 16:49 | 16:49 | 17:36 | 24:54 | 27:43 | 08:05 | 05:59 |
 | Medallion of Courage | 4 | 2.80% | 86.2 | 100.00% | +57.55% | 0.00% | 0.00% | 0.00% | 18:43 | 13:48 | 13:48 | 15:38 | 21:25 | 23:59 | 07:37 | 05:38 |
 | Blink Dagger | 136 | 95.10% | 84.6 | 44.85% | +16.28% | +5.15% | -0.73% | -1.56% | 15:50 | 08:29 | 13:19 | 14:59 | 17:05 | 33:59 | 03:46 | 02:47 |
 | Wind Lace | 24 | 16.78% | 83.1 | 58.33% | +17.15% | +25.00% | +8.34% | -4.81% | 09:32 | -01:29 | 07:51 | 08:54 | 11:19 | 24:31 | 03:28 | 02:34 |
 | Chainmail | 117 | 81.82% | 81.5 | 45.30% | +6.84% | -10.82% | +6.42% | 4.56% | 07:12 | 02:00 | 04:37 | 06:23 | 08:24 | 25:17 | 03:47 | 02:48 |
 | Boots of Speed | 143 | 100.00% | 80.0 | 44.06% | +44.06% | +8.72% | -5.17% | -4.55% | 05:10 | -01:29 | 03:23 | 04:34 | 06:26 | 11:31 | 03:03 | 02:15 |
 | Blade Mail | 55 | 38.46% | 78.5 | 49.09% | +8.18% | +29.48% | -34.80% | -6.87% | 18:23 | 07:45 | 12:47 | 16:48 | 22:08 | 39:44 | 09:21 | 06:55 |
 | Armlet of Mordiggian | 35 | 24.48% | 76.9 | 51.43% | +9.76% | -6.99% | -18.10% | -4.33% | 10:33 | 07:10 | 08:35 | 09:47 | 11:09 | 23:14 | 02:34 | 01:54 |
 | Phase Boots | 109 | 76.22% | 75.4 | 43.12% | -3.94% | +1.32% | +1.32% | 0.00% | 08:51 | 04:52 | 06:31 | 07:49 | 09:27 | 25:43 | 02:56 | 02:10 |
 | Magic Wand | 80 | 55.94% | 73.8 | 43.75% | -0.69% | -8.75% | +11.25% | 2.91% | 09:47 | -01:29 | 06:19 | 09:02 | 13:12 | 27:19 | 06:53 | 05:05 |
 | Helm of Iron Will | 38 | 26.57% | 72.3 | 47.37% | +4.51% | +2.63% | -25.15% | -20.08% | 04:38 | 01:56 | 03:09 | 03:38 | 04:32 | 10:52 | 01:23 | 01:01 |
 | Magic Stick | 111 | 77.62% | 70.8 | 39.64% | -19.74% | -7.50% | +6.79% | 1.75% | 04:37 | -01:29 | 00:05 | 03:03 | 08:16 | 21:37 | 08:11 | 06:03 |
 | Blight Stone | 11 | 7.69% | 69.2 | 63.64% | +21.22% | +3.03% | +36.36% | 2.65% | 12:25 | 02:31 | 03:03 | 13:48 | 15:38 | 30:40 | 12:35 | 09:19 |
 | Sange | 23 | 16.08% | 67.7 | 47.83% | +4.50% | -14.50% | +2.17% | 1.43% | 30:28 | 15:17 | 24:49 | 28:35 | 36:30 | 44:58 | 11:41 | 08:39 |
 | Bracer | 46 | 32.17% | 66.2 | 39.13% | -7.26% | +10.87% | -2.77% | -13.64% | 02:07 | -01:29 | 01:41 | 01:59 | 02:28 | 04:15 | 00:47 | 00:34 |
 | Ring of Basilius | 6 | 4.20% | 64.6 | 66.67% | +23.60% | -16.67% | +33.33% | 12.61% | 23:09 | 11:55 | 22:33 | 23:56 | 26:31 | 29:23 | 03:58 | 02:56 |
 | Void Stone | 6 | 4.20% | 63.1 | 66.67% | +23.60% | -16.67% | +33.33% | 3.27% | 30:13 | 14:49 | 23:08 | 31:49 | 38:25 | 40:57 | 15:17 | 11:19 |
 | Morbid Mask | 6 | 4.20% | 61.5 | 66.67% | +23.60% | -16.67% | +33.33% | 19.48% | 24:44 | 18:32 | 23:57 | 24:38 | 26:31 | 29:23 | 02:34 | 01:54 |
 | Aether Lens | 4 | 2.80% | 60.0 | 75.00% | +31.83% | +25.00% | +25.00% | 0.00% | 33:53 | 23:11 | 23:11 | 31:49 | 35:17 | 45:16 | 12:06 | 08:57 |
 | Ring of Health | 7 | 4.90% | 58.5 | 57.14% | +13.76% | -7.14% | +42.86% | 1.99% | 19:24 | 02:33 | 02:56 | 16:38 | 28:01 | 40:57 | 25:05 | 18:34 |
 | Skull Basher | 2 | 1.40% | 56.9 | 100.00% | +56.74% | 0.00% | 0.00% | 0.00% | 50:53 | 43:49 | 43:49 | 57:57 | 57:57 | 57:57 | 14:08 | 10:28 |
 | Aghanim's Scepter | 2 | 1.40% | 55.4 | 100.00% | +56.74% | 0.00% | 0.00% | 0.00% | 29:20 | 26:46 | 26:46 | 31:54 | 31:54 | 31:54 | 05:08 | 03:48 |
 | Vanguard | 2 | 1.40% | 53.8 | 100.00% | +56.74% | 0.00% | 0.00% | 0.00% | 43:16 | 28:09 | 28:09 | 58:23 | 58:23 | 58:23 | 30:14 | 22:23 |
 | Heaven's Halberd | 17 | 11.89% | 52.3 | 41.18% | -3.26% | +8.82% | -16.18% | -2.31% | 33:08 | 22:21 | 27:15 | 31:19 | 38:04 | 44:58 | 10:49 | 08:00 |
 | Orb of Venom | 28 | 19.58% | 50.8 | 32.14% | -14.82% | +10.72% | -17.85% | -20.90% | 01:40 | -01:29 | 01:05 | 01:35 | 02:27 | 05:48 | 01:22 | 01:00 |
 | Shadow Blade | 6 | 4.20% | 49.2 | 50.00% | +6.20% | +50.00% | -50.00% | -7.27% | 34:14 | 25:10 | 25:27 | 32:34 | 39:12 | 45:37 | 13:45 | 10:11 |
 | Power Treads | 6 | 4.20% | 47.7 | 50.00% | +6.20% | 0.00% | +50.00% | 7.01% | 09:58 | 05:44 | 06:25 | 06:50 | 13:33 | 16:25 | 07:08 | 05:17 |
 | Crystalys | 3 | 2.10% | 46.2 | 66.67% | +23.10% | +33.33% | 0.00% | 0.00% | 33:21 | 31:34 | 31:34 | 33:52 | 34:37 | 34:37 | 03:03 | 02:15 |
 | Vladmir's Offering | 4 | 2.80% | 44.6 | 50.00% | +6.12% | -50.00% | +50.00% | 0.00% | 25:18 | 19:00 | 19:00 | 24:39 | 27:59 | 29:32 | 08:59 | 06:39 |
 | Arcane Boots | 1 | 0.70% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 0.70% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 40:06 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 0.70% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 58:30 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.70% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 22:48 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 0.70% | 36.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 38:32 | 00:00 | 00:00 |
 | Yasha | 1 | 0.70% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Desolator | 1 | 0.70% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Moon Shard | 1 | 0.70% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.70% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:53 | 1:06:53 | 1:06:53 | 1:06:53 | 1:06:53 | 1:06:53 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.70% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.70% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 41:02 | 00:00 | 00:00 |
 | Orb of Corrosion | 6 | 4.20% | 26.2 | 33.33% | -11.20% | +16.67% | -33.33% | -34.88% | 06:04 | 03:03 | 03:43 | 04:29 | 05:09 | 15:14 | 01:26 | 01:03 |
 | Bottle | 2 | 1.40% | 24.6 | 50.00% | +6.03% | -50.00% | 0.00% | 0.00% | 02:24 | 02:08 | 02:08 | 02:39 | 02:39 | 02:39 | 00:31 | 00:22 |
 | Ghost Scepter | 2 | 1.40% | 23.1 | 50.00% | +6.03% | +50.00% | 0.00% | 0.00% | 44:25 | 42:10 | 42:10 | 46:39 | 46:39 | 46:39 | 04:29 | 03:19 |
 | Fluffy Hat | 12 | 8.39% | 21.5 | 16.67% | -29.89% | +50.00% | -16.67% | -6.14% | 12:54 | 02:50 | 03:49 | 05:09 | 14:41 | 42:29 | 10:52 | 08:02 |
 | Wraith Pact | 3 | 2.10% | 20.0 | 33.33% | -10.96% | -33.33% | 0.00% | 0.00% | 28:41 | 25:22 | 25:22 | 29:15 | 31:25 | 31:25 | 06:03 | 04:28 |
 | Hood of Defiance | 4 | 2.80% | 18.5 | 25.00% | -19.60% | -25.00% | -25.00% | 0.00% | 10:42 | 07:34 | 07:34 | 08:19 | 09:52 | 17:01 | 02:18 | 01:42 |
 | Tranquil Boots | 1 | 0.70% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 0.70% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 20:44 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 1.40% | 13.8 | 0.00% | -44.68% | 0.00% | 0.00% | 0.00% | 44:42 | 42:21 | 42:21 | 47:02 | 47:02 | 47:02 | 04:41 | 03:28 |
 | Javelin | 1 | 0.70% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 |
 | Headdress | 1 | 0.70% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:55 | 17:55 | 17:55 | 17:55 | 17:55 | 17:55 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 0.70% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Null Talisman | 1 | 0.70% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 03:28 | 00:00 | 00:00 |
 | Wraith Band | 2 | 1.40% | 6.2 | 0.00% | -44.68% | 0.00% | 0.00% | 0.00% | 02:43 | 01:56 | 01:56 | 03:30 | 03:30 | 03:30 | 01:34 | 01:09 |
 | Maelstrom | 1 | 0.70% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 42:07 | 00:00 | 00:00 |
 | Force Staff | 3 | 2.10% | 3.1 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 38:24 | 35:07 | 35:07 | 37:36 | 42:29 | 42:29 | 07:22 | 05:27 |
 | Falcon Blade | 3 | 2.10% | 1.5 | 0.00% | -45.00% | 0.00% | 0.00% | 0.00% | 07:45 | 06:47 | 06:47 | 07:11 | 09:16 | 09:16 | 02:29 | 01:50 |