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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 | |
 | Void Stone | 14 | 32.56% | 100.0 | 85.71% | +54.68% | -10.71% | +14.29% | 1.91% | 31:25 | 17:28 | 25:22 | 29:53 | 38:27 | 42:53 | 13:05 | 09:41 |
 | Pipe of Insight | 13 | 30.23% | 98.1 | 76.92% | +40.25% | -10.25% | +23.08% | 3.32% | 22:51 | 12:57 | 17:05 | 20:02 | 27:08 | 34:56 | 10:03 | 07:26 |
 | Headdress | 14 | 32.56% | 96.2 | 71.43% | +33.50% | +3.57% | +28.57% | 3.48% | 18:49 | 11:44 | 15:14 | 16:15 | 22:25 | 30:52 | 07:11 | 05:19 |
 | Ring of Protection | 16 | 37.21% | 94.2 | 68.75% | +31.71% | -18.75% | -18.75% | 0.00% | 11:40 | -01:29 | 05:03 | 11:40 | 14:54 | 27:15 | 09:51 | 07:17 |
 | Hand of Midas | 20 | 46.51% | 92.3 | 65.00% | +30.22% | +15.00% | -5.00% | -3.13% | 13:57 | 08:34 | 10:33 | 12:01 | 16:56 | 24:48 | 06:23 | 04:43 |
 | Soul Ring | 11 | 25.58% | 90.4 | 72.73% | +32.10% | -6.06% | -6.06% | 0.00% | 12:10 | 04:08 | 08:20 | 12:19 | 14:14 | 25:00 | 05:54 | 04:22 |
 | Ring of Health | 15 | 34.88% | 88.5 | 66.67% | +27.38% | +33.33% | +8.33% | -18.29% | 05:07 | 00:13 | 02:01 | 03:01 | 03:23 | 28:59 | 01:22 | 01:00 |
 | Scythe of Vyse | 8 | 18.60% | 86.5 | 75.00% | +32.14% | -25.00% | +25.00% | 5.13% | 36:55 | 27:14 | 30:08 | 38:27 | 39:53 | 42:53 | 09:45 | 07:13 |
 | Vanguard | 12 | 27.91% | 84.6 | 66.67% | +24.73% | +33.33% | 0.00% | -22.22% | 07:10 | 03:44 | 04:38 | 05:39 | 06:08 | 24:57 | 01:30 | 01:06 |
 | Boots of Speed | 43 | 100.00% | 82.7 | 48.84% | +48.84% | +14.80% | -12.48% | -6.13% | 07:40 | -01:29 | 05:58 | 07:58 | 10:25 | 12:26 | 04:27 | 03:17 |
 | Arcane Boots | 24 | 55.81% | 80.8 | 54.17% | +12.06% | +12.50% | -4.17% | -3.94% | 15:47 | 04:39 | 13:21 | 15:45 | 17:35 | 27:05 | 04:14 | 03:08 |
 | Magic Stick | 34 | 79.07% | 78.8 | 50.00% | +5.56% | -16.67% | +37.50% | 13.60% | 02:30 | -01:29 | -01:29 | 00:54 | 05:28 | 12:12 | 06:57 | 05:08 |
 | Bottle | 3 | 6.98% | 76.9 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 01:44 | 01:32 | 01:32 | 01:34 | 02:05 | 02:05 | 00:33 | 00:24 |
 | Heart of Tarrasque | 3 | 6.98% | 75.0 | 100.00% | +55.00% | 0.00% | 0.00% | 0.00% | 27:47 | 25:02 | 25:02 | 28:10 | 30:09 | 30:09 | 05:07 | 03:47 |
 | Chainmail | 11 | 25.58% | 73.1 | 63.64% | +19.89% | +36.36% | -30.31% | -8.95% | 11:57 | 05:41 | 07:08 | 13:11 | 14:35 | 19:27 | 07:27 | 05:31 |
 | Magic Wand | 30 | 69.77% | 71.2 | 50.00% | +3.85% | 0.00% | +7.14% | 1.54% | 08:41 | -01:29 | 07:07 | 09:36 | 11:46 | 24:22 | 04:39 | 03:26 |
 | Crimson Guard | 9 | 20.93% | 69.2 | 66.67% | +22.55% | -16.67% | -16.67% | 0.00% | 21:55 | 16:27 | 18:29 | 22:39 | 23:11 | 26:18 | 04:42 | 03:28 |
 | Heaven's Halberd | 7 | 16.28% | 67.3 | 71.43% | +26.99% | -21.43% | -21.43% | 0.00% | 31:04 | 19:13 | 21:07 | 32:47 | 33:12 | 41:36 | 12:05 | 08:57 |
 | Helm of Iron Will | 10 | 23.26% | 65.4 | 60.00% | +14.55% | +6.67% | -10.00% | -2.73% | 21:53 | 12:32 | 16:00 | 20:13 | 22:07 | 49:16 | 06:07 | 04:31 |
 | Sange | 8 | 18.60% | 63.5 | 62.50% | +16.79% | -12.50% | -12.50% | 0.00% | 28:52 | 17:02 | 17:17 | 28:57 | 32:40 | 40:22 | 15:23 | 11:23 |
 | Lotus Orb | 6 | 13.95% | 61.5 | 66.67% | +20.72% | +33.33% | -66.67% | -9.51% | 27:49 | 20:37 | 23:08 | 24:38 | 33:39 | 37:40 | 10:31 | 07:47 |
 | Blade Mail | 4 | 9.30% | 59.6 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 16:35 | 13:13 | 13:13 | 13:52 | 17:47 | 21:28 | 04:34 | 03:22 |
 | Blink Dagger | 4 | 9.30% | 57.7 | 75.00% | +28.85% | -75.00% | +25.00% | 0.00% | 36:42 | 23:59 | 23:59 | 25:23 | 46:06 | 51:20 | 22:07 | 16:22 |
 | Phase Boots | 4 | 9.30% | 55.8 | 75.00% | +28.85% | +25.00% | -75.00% | 0.00% | 08:07 | 06:12 | 06:12 | 07:25 | 07:31 | 11:20 | 01:19 | 00:58 |
 | Power Treads | 2 | 4.65% | 53.8 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 16:31 | 13:09 | 13:09 | 19:52 | 19:52 | 19:52 | 06:43 | 04:58 |
 | Black King Bar | 2 | 4.65% | 51.9 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 34:47 | 32:59 | 32:59 | 36:34 | 36:34 | 36:34 | 03:35 | 02:39 |
 | Boots of Travel | 2 | 4.65% | 50.0 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 37:35 | 33:44 | 33:44 | 41:25 | 41:25 | 41:25 | 07:41 | 05:41 |
 | Aether Lens | 2 | 4.65% | 48.1 | 100.00% | +53.66% | 0.00% | 0.00% | 0.00% | 32:56 | 29:42 | 29:42 | 36:09 | 36:09 | 36:09 | 06:27 | 04:46 |
 | Force Staff | 11 | 25.58% | 46.2 | 45.45% | -4.55% | -12.12% | -12.12% | 0.00% | 30:57 | 25:41 | 27:25 | 30:33 | 33:20 | 39:31 | 05:55 | 04:22 |
 | Wind Lace | 16 | 37.21% | 44.2 | 37.50% | -18.06% | +12.50% | -12.50% | -4.59% | 13:39 | 04:50 | 08:54 | 12:10 | 14:21 | 30:29 | 05:27 | 04:02 |
 | Quelling Blade | 6 | 13.95% | 42.3 | 50.00% | +1.35% | +50.00% | +50.00% | 0.00% | 06:04 | -01:29 | -01:29 | -01:29 | 19:01 | 23:19 | 20:30 | 15:11 |
 | Fluffy Hat | 19 | 44.19% | 40.4 | 31.58% | -30.92% | -11.58% | +8.42% | 2.07% | 22:15 | 09:26 | 15:08 | 23:13 | 24:49 | 39:31 | 09:41 | 07:10 |
 | Ghost Scepter | 3 | 6.98% | 38.5 | 66.67% | +19.17% | +33.33% | 0.00% | 0.00% | 34:28 | 31:29 | 31:29 | 31:47 | 40:09 | 40:09 | 08:40 | 06:25 |
 | Guardian Greaves | 3 | 6.98% | 36.5 | 66.67% | +19.17% | +33.33% | 0.00% | 0.00% | 23:33 | 18:50 | 18:50 | 21:09 | 30:41 | 30:41 | 11:51 | 08:46 |
 | Buckler | 3 | 6.98% | 34.6 | 66.67% | +19.17% | +33.33% | 0.00% | 0.00% | 21:01 | 16:20 | 16:20 | 19:27 | 27:15 | 27:15 | 10:55 | 08:05 |
 | Mekansm | 3 | 6.98% | 32.7 | 66.67% | +19.17% | +33.33% | 0.00% | 0.00% | 17:37 | 16:05 | 16:05 | 17:41 | 19:04 | 19:04 | 02:59 | 02:12 |
 | Bracer | 3 | 6.98% | 30.8 | 66.67% | +19.17% | +33.33% | 0.00% | 0.00% | 05:47 | 02:34 | 02:34 | 03:14 | 11:33 | 11:33 | 08:59 | 06:39 |
 | Aghanim's Shard | 13 | 30.23% | 28.8 | 30.77% | -25.90% | -30.77% | +2.56% | 3.22% | 25:16 | 15:10 | 19:48 | 23:05 | 30:09 | 38:55 | 10:21 | 07:40 |
 | Octarine Core | 1 | 2.33% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Diadem | 2 | 4.65% | 25.0 | 50.00% | +1.22% | -50.00% | 0.00% | 0.00% | 28:57 | 27:20 | 27:20 | 30:33 | 30:33 | 30:33 | 03:13 | 02:22 |
 | Solar Crest | 3 | 6.98% | 23.1 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 20:37 | 17:21 | 17:21 | 20:53 | 23:36 | 23:36 | 06:15 | 04:37 |
 | Blight Stone | 3 | 6.98% | 21.2 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 15:53 | 13:43 | 13:43 | 14:06 | 19:50 | 19:50 | 06:07 | 04:31 |
 | Medallion of Courage | 3 | 6.98% | 19.2 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 16:24 | 14:12 | 14:12 | 14:37 | 20:24 | 20:24 | 06:12 | 04:35 |
 | Crown | 3 | 6.98% | 17.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 17:07 | 14:17 | 14:17 | 16:28 | 20:35 | 20:35 | 06:18 | 04:40 |
 | Dagon | 3 | 6.98% | 15.4 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 36:02 | 30:28 | 30:28 | 31:10 | 46:29 | 46:29 | 16:01 | 11:51 |
 | Glimmer Cape | 4 | 9.30% | 13.5 | 25.00% | -26.28% | +75.00% | -25.00% | 0.00% | 34:21 | 24:12 | 24:12 | 29:30 | 39:01 | 44:42 | 14:49 | 10:58 |
 | Tranquil Boots | 5 | 11.63% | 11.5 | 20.00% | -32.63% | -20.00% | -20.00% | 0.00% | 21:04 | 12:16 | 12:16 | 22:57 | 23:45 | 31:02 | 11:29 | 08:30 |
 | Nullifier | 1 | 2.33% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:54 | 50:54 | 50:54 | 50:54 | 50:54 | 50:54 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 2.33% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:16 | 45:16 | 45:16 | 45:16 | 45:16 | 45:16 | 00:00 | 00:00 |
 | Drum of Endurance | 4 | 9.30% | 5.8 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 25:04 | 18:53 | 18:53 | 23:11 | 27:41 | 30:29 | 08:48 | 06:31 |
 | Orb of Venom | 1 | 2.33% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 2.33% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 |