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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 | 22 | 33.85% | 100.0 | 81.82% | +35.31% | +18.18% | +18.18% | 0.00% | 27:32 | 15:49 | 21:54 | 25:45 | 31:33 | 40:16 | 09:39 | 07:08 |
 | Fluffy Hat | 33 | 50.77% | 97.8 | 75.76% | +35.13% | +11.74% | -0.76% | -0.82% | 19:56 | 07:36 | 10:43 | 18:29 | 25:58 | 40:16 | 15:15 | 11:17 |
 | Glimmer Cape | 21 | 32.31% | 95.7 | 76.19% | +26.19% | +23.81% | -16.19% | -4.48% | 25:28 | 15:24 | 21:18 | 24:50 | 30:14 | 35:08 | 08:56 | 06:37 |
 | Boots of Speed | 65 | 100.00% | 93.5 | 58.46% | +58.46% | +4.04% | -14.71% | -4.31% | 02:08 | -01:29 | -01:29 | -01:25 | 05:50 | 13:20 | 07:19 | 05:25 |
 | Tranquil Boots | 53 | 81.54% | 91.3 | 58.49% | +0.16% | +10.74% | -4.64% | -3.44% | 08:08 | 02:05 | 05:20 | 07:42 | 09:48 | 21:00 | 04:28 | 03:18 |
 | Wind Lace | 63 | 96.92% | 89.1 | 57.14% | -42.86% | +24.11% | -7.14% | -6.01% | 05:16 | -01:29 | 02:20 | 04:46 | 07:32 | 20:08 | 05:12 | 03:51 |
 | Magic Stick | 63 | 96.92% | 87.0 | 57.14% | -42.86% | +5.36% | +5.36% | 0.00% | 05:23 | -01:29 | 02:30 | 05:25 | 07:35 | 17:08 | 05:05 | 03:45 |
 | Chainmail | 36 | 55.38% | 84.8 | 58.33% | -0.29% | -2.77% | +30.56% | 3.71% | 16:39 | 03:50 | 11:07 | 14:09 | 20:06 | 44:07 | 08:59 | 06:39 |
 | Magic Wand | 45 | 69.23% | 82.6 | 55.56% | -9.44% | -1.01% | +17.17% | 3.17% | 12:31 | 04:09 | 08:56 | 10:47 | 14:40 | 39:31 | 05:44 | 04:14 |
 | Crown | 23 | 35.38% | 80.4 | 60.87% | +3.73% | +5.80% | +22.46% | 1.75% | 23:06 | 06:43 | 17:05 | 23:17 | 26:36 | 39:06 | 09:31 | 07:02 |
 | Solar Crest | 21 | 32.31% | 78.3 | 61.90% | +5.08% | +18.10% | +38.10% | 4.33% | 25:24 | 17:00 | 22:00 | 23:49 | 26:37 | 39:07 | 04:37 | 03:25 |
 | Aghanim's Scepter | 12 | 18.46% | 76.1 | 66.67% | +10.07% | 0.00% | +33.33% | 2.59% | 27:05 | 16:07 | 18:48 | 27:20 | 31:41 | 44:48 | 12:53 | 09:32 |
 | Blight Stone | 28 | 43.08% | 73.9 | 53.57% | -8.59% | -10.71% | +32.14% | 3.36% | 19:02 | 09:03 | 13:11 | 15:41 | 25:57 | 39:06 | 12:46 | 09:27 |
 | Medallion of Courage | 26 | 40.00% | 71.7 | 53.85% | -7.69% | -25.28% | +29.48% | 4.59% | 19:48 | 12:11 | 14:40 | 16:42 | 26:36 | 39:06 | 11:56 | 08:50 |
 | Black King Bar | 3 | 4.62% | 69.6 | 100.00% | +43.55% | 0.00% | 0.00% | 0.00% | 40:26 | 33:16 | 33:16 | 38:14 | 49:49 | 49:49 | 16:33 | 12:15 |
 | Quelling Blade | 9 | 13.85% | 67.4 | 66.67% | +9.53% | -16.67% | +33.33% | 0.00% | 00:46 | -01:29 | -01:29 | -01:29 | -01:29 | 11:03 | 00:00 | 00:00 |
 | Phase Boots | 9 | 13.85% | 65.2 | 66.67% | +9.53% | +33.33% | -16.67% | -8.52% | 08:56 | 04:42 | 05:20 | 07:27 | 11:12 | 13:41 | 05:52 | 04:20 |
 | Ring of Protection | 16 | 24.62% | 63.0 | 56.25% | -2.93% | -6.25% | +43.75% | 1.90% | 15:43 | -01:29 | -01:29 | 10:17 | 27:51 | 53:21 | 29:20 | 21:43 |
 | Buckler | 7 | 10.77% | 60.9 | 71.43% | +14.53% | -21.43% | +28.57% | 3.36% | 38:10 | 16:12 | 27:51 | 42:07 | 42:43 | 53:21 | 14:52 | 11:00 |
 | Ring of Basilius | 12 | 18.46% | 58.7 | 58.33% | -0.16% | -58.33% | +8.34% | 19.71% | 17:17 | 07:10 | 09:45 | 10:46 | 13:08 | 42:43 | 03:23 | 02:30 |
 | Void Stone | 6 | 9.23% | 56.5 | 66.67% | +9.04% | -16.67% | -66.67% | -2.95% | 27:56 | 13:41 | 19:36 | 22:13 | 36:33 | 51:36 | 16:57 | 12:33 |
 | Blink Dagger | 4 | 6.15% | 54.3 | 75.00% | +17.62% | -75.00% | +25.00% | 0.00% | 36:14 | 24:55 | 24:55 | 25:41 | 47:03 | 47:16 | 22:08 | 16:23 |
 | Vladmir's Offering | 4 | 6.15% | 52.2 | 75.00% | +17.62% | +25.00% | -75.00% | 0.00% | 38:23 | 27:51 | 27:51 | 40:49 | 42:07 | 42:43 | 14:16 | 10:34 |
 | Morbid Mask | 4 | 6.15% | 50.0 | 75.00% | +17.62% | +25.00% | -75.00% | 0.00% | 38:22 | 27:51 | 27:51 | 40:46 | 42:07 | 42:43 | 14:16 | 10:34 |
 | Lotus Orb | 2 | 3.08% | 47.8 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 31:05 | 25:36 | 25:36 | 36:34 | 36:34 | 36:34 | 10:58 | 08:07 |
 | Falcon Blade | 3 | 4.62% | 45.7 | 66.67% | +8.61% | +33.33% | 0.00% | 0.00% | 13:26 | 11:05 | 11:05 | 13:42 | 15:32 | 15:32 | 04:27 | 03:17 |
 | Orb of Corrosion | 3 | 4.62% | 43.5 | 66.67% | +8.61% | +33.33% | 0.00% | 0.00% | 20:03 | 10:44 | 10:44 | 23:28 | 25:58 | 25:58 | 15:14 | 11:17 |
 | Ring of Health | 3 | 4.62% | 41.3 | 66.67% | +8.61% | +33.33% | 0.00% | 0.00% | 37:21 | 23:55 | 23:55 | 36:33 | 51:36 | 51:36 | 27:41 | 20:30 |
 | Orb of Venom | 7 | 10.77% | 39.1 | 42.86% | -17.48% | -42.86% | +7.14% | 0.00% | -00:20 | -01:29 | -01:29 | -01:29 | -01:29 | 03:57 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.54% | 37.0 | 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 |
 | Guardian Greaves | 1 | 1.54% | 34.8 | 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 |
 | Assault Cuirass | 1 | 1.54% | 32.6 | 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 | 1.54% | 30.4 | 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 |
 | Arcane Boots | 1 | 1.54% | 28.3 | 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 |
 | Soul Ring | 1 | 1.54% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Sange | 1 | 1.54% | 23.9 | 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 |
 | Skull Basher | 1 | 1.54% | 21.7 | 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 |
 | Ghost Scepter | 7 | 10.77% | 19.6 | 28.57% | -33.50% | +21.43% | +21.43% | 0.00% | 35:54 | 23:46 | 27:50 | 33:48 | 39:02 | 47:49 | 11:12 | 08:17 |
 | Urn of Shadows | 2 | 3.08% | 17.4 | 50.00% | -8.73% | +50.00% | 0.00% | 0.00% | 12:51 | 10:25 | 10:25 | 15:16 | 15:16 | 15:16 | 04:51 | 03:35 |
 | Eul's Scepter of Divinity | 2 | 3.08% | 15.2 | 50.00% | -8.73% | +50.00% | 0.00% | 0.00% | 20:21 | 19:46 | 19:46 | 20:56 | 20:56 | 20:56 | 01:10 | 00:51 |
 | Echo Sabre | 2 | 3.08% | 13.0 | 50.00% | -8.73% | +50.00% | 0.00% | 0.00% | 30:17 | 29:16 | 29:16 | 31:18 | 31:18 | 31:18 | 02:02 | 01:30 |
 | Drum of Endurance | 3 | 4.62% | 10.9 | 33.33% | -26.35% | -33.33% | 0.00% | 0.00% | 17:52 | 13:59 | 13:59 | 14:21 | 25:16 | 25:16 | 11:17 | 08:21 |
 | Aghanim's Shard | 3 | 4.62% | 8.7 | 33.33% | -26.35% | -33.33% | 0.00% | 0.00% | 37:05 | 27:46 | 27:46 | 34:22 | 49:07 | 49:07 | 21:21 | 15:48 |
 | Bracer | 4 | 6.15% | 6.5 | 25.00% | -35.66% | +75.00% | -25.00% | 0.00% | 04:36 | 01:31 | 01:31 | 02:32 | 03:50 | 10:32 | 02:19 | 01:42 |
 | Aeon Disk | 1 | 1.54% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 1.54% | 2.2 | 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 |