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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 | |
 | Force Staff | 44 | 35.20% | 100.0 | 75.00% | +23.15% | +15.91% | +6.82% | -0.94% | 27:58 | 15:40 | 21:54 | 27:00 | 31:33 | 47:25 | 09:39 | 07:08 |
 | Fluffy Hat | 62 | 49.60% | 98.0 | 67.74% | +15.36% | +19.76% | +12.26% | -0.54% | 19:33 | 04:52 | 12:00 | 17:28 | 25:58 | 47:25 | 13:58 | 10:20 |
 | Glimmer Cape | 38 | 30.40% | 96.0 | 71.05% | +15.88% | +18.95% | -4.38% | -2.77% | 25:22 | 15:24 | 21:21 | 24:29 | 29:47 | 35:57 | 08:26 | 06:14 |
 | Aghanim's Scepter | 21 | 16.80% | 94.0 | 76.19% | +19.46% | -16.19% | +23.81% | 2.96% | 28:48 | 16:07 | 19:12 | 29:08 | 32:42 | 52:31 | 13:30 | 10:00 |
 | Chainmail | 62 | 49.60% | 92.0 | 64.52% | +8.96% | -2.02% | +22.15% | 2.97% | 17:06 | 03:50 | 12:03 | 15:28 | 20:11 | 47:18 | 08:08 | 06:01 |
 | Solar Crest | 38 | 30.40% | 90.0 | 68.42% | +12.10% | +1.58% | +31.58% | 4.92% | 26:01 | 16:46 | 22:00 | 24:08 | 28:06 | 49:38 | 06:06 | 04:31 |
 | Wind Lace | 121 | 96.80% | 88.0 | 60.33% | +10.33% | +13.00% | -7.00% | -3.17% | 05:08 | -01:29 | -01:27 | 04:42 | 07:46 | 34:06 | 09:13 | 06:49 |
 | Tranquil Boots | 103 | 82.40% | 86.0 | 61.17% | +6.62% | +0.37% | +0.37% | 0.00% | 08:36 | 02:05 | 05:49 | 08:12 | 10:38 | 21:30 | 04:49 | 03:34 |
 | Boots of Speed | 125 | 100.00% | 84.0 | 60.00% | +60.00% | -11.61% | -11.61% | 0.00% | 02:22 | -01:29 | -01:29 | 01:06 | 06:17 | 13:20 | 07:46 | 05:45 |
 | Crown | 45 | 36.00% | 82.0 | 66.67% | +10.42% | +6.06% | +24.24% | 1.85% | 22:39 | 06:43 | 16:46 | 22:53 | 26:36 | 49:21 | 09:50 | 07:17 |
 | Magic Stick | 123 | 98.40% | 80.0 | 59.35% | -40.65% | +1.94% | +1.94% | 0.00% | 05:34 | -01:29 | 02:33 | 05:32 | 07:33 | 18:10 | 05:00 | 03:42 |
 | Magic Wand | 96 | 76.80% | 78.0 | 60.42% | +1.80% | -6.25% | +2.08% | 1.42% | 12:06 | 02:31 | 09:07 | 11:09 | 15:00 | 39:31 | 05:53 | 04:21 |
 | Blight Stone | 52 | 41.60% | 76.0 | 63.46% | +5.93% | +5.77% | +13.46% | 1.05% | 18:44 | 05:16 | 13:11 | 16:12 | 20:29 | 47:18 | 07:18 | 05:24 |
 | Medallion of Courage | 48 | 38.40% | 74.0 | 62.50% | +4.06% | -12.50% | +20.83% | 3.98% | 20:06 | 10:51 | 14:40 | 18:08 | 23:03 | 47:18 | 08:23 | 06:12 |
 | Void Stone | 12 | 9.60% | 72.0 | 75.00% | +16.59% | -8.33% | -8.33% | 0.00% | 31:10 | 13:41 | 19:36 | 23:55 | 40:09 | 53:11 | 20:33 | 15:13 |
 | Quelling Blade | 12 | 9.60% | 70.0 | 75.00% | +16.59% | -41.67% | +25.00% | 14.24% | 03:00 | -01:29 | -01:29 | -01:29 | 06:10 | 20:38 | 07:39 | 05:40 |
 | Ring of Protection | 26 | 20.80% | 68.0 | 61.54% | +1.94% | -4.40% | +38.46% | 1.78% | 11:23 | -01:29 | -01:29 | -01:29 | 25:33 | 53:21 | 27:02 | 20:01 |
 | Black King Bar | 4 | 3.20% | 66.0 | 100.00% | +41.32% | 0.00% | 0.00% | 0.00% | 42:33 | 33:16 | 33:16 | 38:14 | 48:51 | 49:49 | 15:35 | 11:32 |
 | Ring of Basilius | 20 | 16.00% | 64.0 | 60.00% | 0.00% | -20.00% | +20.00% | 11.01% | 17:07 | 07:10 | 10:17 | 11:29 | 13:55 | 42:43 | 03:38 | 02:41 |
 | Phase Boots | 13 | 10.40% | 62.0 | 61.54% | +1.72% | +5.13% | -28.21% | -5.01% | 09:36 | 04:42 | 06:09 | 08:58 | 12:48 | 16:25 | 06:39 | 04:55 |
 | Drum of Endurance | 9 | 7.20% | 60.0 | 66.67% | +7.19% | -66.67% | +33.33% | 10.26% | 19:42 | 13:59 | 14:21 | 18:55 | 24:06 | 25:16 | 09:45 | 07:13 |
 | Buckler | 9 | 7.20% | 58.0 | 66.67% | +7.19% | -66.67% | +33.33% | 5.83% | 35:56 | 16:12 | 25:33 | 40:46 | 42:43 | 53:21 | 17:10 | 12:42 |
 | Lotus Orb | 3 | 2.40% | 56.0 | 100.00% | +40.98% | 0.00% | 0.00% | 0.00% | 34:30 | 25:36 | 25:36 | 36:34 | 41:21 | 41:21 | 15:45 | 11:40 |
 | Eul's Scepter of Divinity | 7 | 5.60% | 54.0 | 71.43% | +12.11% | -21.43% | +28.57% | 2.59% | 31:51 | 19:46 | 20:56 | 25:46 | 40:13 | 53:22 | 19:17 | 14:17 |
 | Blink Dagger | 5 | 4.00% | 52.0 | 80.00% | +20.83% | -80.00% | +20.00% | 0.00% | 35:37 | 24:55 | 24:55 | 33:09 | 47:03 | 47:16 | 22:08 | 16:23 |
 | Vladmir's Offering | 5 | 4.00% | 50.0 | 80.00% | +20.83% | +20.00% | -80.00% | 0.00% | 38:48 | 27:51 | 27:51 | 40:49 | 42:07 | 42:43 | 14:16 | 10:34 |
 | Orb of Corrosion | 5 | 4.00% | 48.0 | 80.00% | +20.83% | +20.00% | -80.00% | 0.00% | 15:32 | 07:34 | 07:34 | 10:44 | 23:28 | 25:58 | 15:54 | 11:46 |
 | Morbid Mask | 5 | 4.00% | 46.0 | 80.00% | +20.83% | +20.00% | -80.00% | 0.00% | 38:40 | 27:51 | 27:51 | 40:46 | 42:07 | 42:43 | 14:16 | 10:34 |
 | Ghost Scepter | 16 | 12.80% | 44.0 | 50.00% | -11.47% | 0.00% | +25.00% | 2.23% | 34:20 | 23:46 | 27:50 | 33:16 | 39:02 | 47:49 | 11:12 | 08:17 |
 | Falcon Blade | 4 | 3.20% | 42.0 | 75.00% | +15.50% | +25.00% | -75.00% | 0.00% | 13:08 | 11:05 | 11:05 | 12:14 | 13:42 | 15:32 | 02:37 | 01:56 |
 | Ring of Health | 4 | 3.20% | 40.0 | 75.00% | +15.50% | +25.00% | -75.00% | 0.00% | 36:54 | 23:55 | 23:55 | 35:32 | 36:33 | 51:36 | 12:38 | 09:21 |
 | Orb of Venom | 16 | 12.80% | 38.0 | 43.75% | -18.64% | -18.75% | +6.25% | 25.00% | 00:07 | -01:30 | -01:29 | -01:29 | 00:57 | 06:03 | 02:26 | 01:48 |
 | Soul Ring | 2 | 1.60% | 36.0 | 100.00% | +40.65% | 0.00% | 0.00% | 0.00% | 09:49 | 05:53 | 05:53 | 13:44 | 13:44 | 13:44 | 07:51 | 05:48 |
 | Aghanim's Shard | 6 | 4.80% | 34.0 | 50.00% | -10.50% | 0.00% | -50.00% | 0.00% | 35:30 | 25:56 | 27:35 | 27:46 | 48:13 | 49:07 | 20:38 | 15:17 |
 | Veil of Discord | 4 | 3.20% | 32.0 | 50.00% | -10.33% | -50.00% | +50.00% | 0.00% | 19:06 | 15:52 | 15:52 | 16:16 | 19:45 | 24:29 | 03:53 | 02:52 |
 | Arcane Boots | 1 | 0.80% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 0.80% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 48:23 | 00:00 | 00:00 |
 | Sange | 1 | 0.80% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 30:38 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.80% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 0.80% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Skull Basher | 1 | 0.80% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 0.80% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 |
 | Headdress | 1 | 0.80% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 44:06 | 00:00 | 00:00 |
 | Mekansm | 1 | 0.80% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.80% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:09 | 50:09 | 50:09 | 50:09 | 50:09 | 50:09 | 00:00 | 00:00 |
 | Bracer | 6 | 4.80% | 10.0 | 33.33% | -28.01% | +66.67% | -33.33% | 0.00% | 03:44 | 01:31 | 01:54 | 02:02 | 03:50 | 10:32 | 01:56 | 01:25 |
 | Echo Sabre | 2 | 1.60% | 8.0 | 50.00% | -10.16% | +50.00% | 0.00% | 0.00% | 30:17 | 29:16 | 29:16 | 31:18 | 31:18 | 31:18 | 02:02 | 01:30 |
 | Aeon Disk | 2 | 1.60% | 6.0 | 50.00% | -10.16% | -50.00% | 0.00% | 0.00% | 43:11 | 41:45 | 41:45 | 44:37 | 44:37 | 44:37 | 02:52 | 02:07 |
 | Urn of Shadows | 2 | 1.60% | 4.0 | 50.00% | -10.16% | +50.00% | 0.00% | 0.00% | 12:51 | 10:25 | 10:25 | 15:16 | 15:16 | 15:16 | 04:51 | 03:35 |
 | Linken's Sphere | 1 | 0.80% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |