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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 | |
 | Blight Stone | 39 | 33.33% | 100.0 | 66.67% | +21.80% | +13.33% | +13.33% | 0.00% | 10:11 | -01:29 | -01:28 | 08:09 | 16:54 | 38:38 | 18:22 | 13:36 |
 | Medallion of Courage | 32 | 27.35% | 97.9 | 65.63% | +18.57% | -15.63% | +9.37% | 2.37% | 15:37 | 05:07 | 09:15 | 12:47 | 19:49 | 38:38 | 10:34 | 07:49 |
 | Aghanim's Scepter | 59 | 50.43% | 95.8 | 59.32% | +14.49% | +14.01% | -12.65% | -3.77% | 31:06 | 20:21 | 26:20 | 30:03 | 33:24 | 48:49 | 07:04 | 05:14 |
 | Chainmail | 33 | 28.21% | 93.8 | 63.64% | +16.02% | -1.14% | +11.36% | 1.08% | 14:59 | 04:14 | 08:17 | 11:26 | 19:49 | 38:37 | 11:32 | 08:32 |
 | Magic Wand | 98 | 83.76% | 91.7 | 52.04% | -0.59% | -4.04% | +14.63% | 3.39% | 08:10 | 01:27 | 05:08 | 07:41 | 10:38 | 20:18 | 05:30 | 04:04 |
 | Ring of Protection | 96 | 82.05% | 89.6 | 52.08% | -0.30% | +6.25% | -2.08% | -1.85% | 04:38 | -01:29 | 02:05 | 04:06 | 06:35 | 58:47 | 04:30 | 03:20 |
 | Wind Lace | 54 | 46.15% | 87.5 | 55.56% | +6.35% | -5.56% | +13.67% | 2.38% | 17:18 | 06:07 | 12:18 | 15:35 | 20:23 | 41:03 | 08:05 | 05:59 |
 | Urn of Shadows | 95 | 81.20% | 85.4 | 51.58% | -2.97% | -1.58% | -1.58% | 0.00% | 07:09 | 02:30 | 05:41 | 06:59 | 08:46 | 12:11 | 03:05 | 02:17 |
 | Magic Stick | 109 | 93.16% | 83.3 | 50.46% | -24.54% | +5.10% | -9.72% | -3.09% | 02:45 | -01:29 | -01:29 | 01:56 | 06:17 | 16:12 | 07:46 | 05:45 |
 | Void Stone | 55 | 47.01% | 81.3 | 54.55% | +4.55% | +9.74% | +9.74% | 0.00% | 21:47 | 08:03 | 15:35 | 19:20 | 25:09 | 51:27 | 09:34 | 07:05 |
 | Aether Lens | 9 | 7.69% | 79.2 | 77.78% | +27.78% | +22.22% | -27.78% | -5.42% | 39:56 | 29:53 | 32:22 | 35:23 | 41:36 | 1:05:33 | 09:14 | 06:50 |
 | Crown | 33 | 28.21% | 77.1 | 57.58% | +7.58% | -7.58% | +17.42% | 1.78% | 18:23 | 06:30 | 10:23 | 16:15 | 24:28 | 43:51 | 14:05 | 10:25 |
 | Spirit Vessel | 55 | 47.01% | 75.0 | 52.73% | +1.12% | -2.73% | -9.87% | -1.63% | 17:29 | 12:24 | 14:31 | 16:41 | 18:54 | 31:32 | 04:23 | 03:14 |
 | Solar Crest | 23 | 19.66% | 72.9 | 60.87% | +10.87% | -27.54% | +5.80% | 3.32% | 23:42 | 11:51 | 16:59 | 22:15 | 27:01 | 44:14 | 10:02 | 07:25 |
 | Fluffy Hat | 23 | 19.66% | 70.8 | 60.87% | +10.87% | +22.46% | -10.87% | -6.17% | 13:05 | 06:24 | 10:27 | 11:23 | 15:51 | 20:49 | 05:24 | 04:00 |
 | Blink Dagger | 10 | 8.55% | 68.8 | 70.00% | +19.53% | +30.00% | -70.00% | -15.71% | 33:17 | 25:20 | 29:29 | 32:38 | 35:51 | 42:32 | 06:22 | 04:42 |
 | Aghanim's Shard | 21 | 17.95% | 66.7 | 57.14% | +6.10% | -17.14% | -17.14% | 0.00% | 31:24 | 20:49 | 24:52 | 31:32 | 35:02 | 46:07 | 10:10 | 07:31 |
 | Eul's Scepter of Divinity | 33 | 28.21% | 64.6 | 51.52% | -0.86% | -1.52% | -14.02% | -2.08% | 20:53 | 13:51 | 16:56 | 19:31 | 22:57 | 33:06 | 06:01 | 04:27 |
 | Orchid Malevolence | 6 | 5.13% | 62.5 | 66.67% | +15.32% | +33.33% | +33.33% | 0.00% | 23:38 | 16:27 | 18:49 | 23:24 | 28:55 | 29:11 | 10:06 | 07:28 |
 | Lotus Orb | 15 | 12.82% | 60.4 | 46.67% | -6.27% | +3.33% | +28.33% | 2.80% | 32:05 | 20:27 | 25:42 | 28:56 | 34:37 | 51:27 | 08:55 | 06:36 |
 | Ring of Health | 19 | 16.24% | 58.3 | 42.11% | -11.97% | -2.11% | +17.89% | 1.44% | 27:16 | 15:10 | 19:12 | 25:58 | 33:08 | 51:27 | 13:56 | 10:19 |
 | Rod of Atos | 10 | 8.55% | 56.3 | 50.00% | -2.34% | -16.67% | 0.00% | 2.23% | 19:11 | 15:10 | 15:52 | 16:14 | 23:21 | 28:52 | 07:29 | 05:32 |
 | Force Staff | 5 | 4.27% | 54.2 | 60.00% | +8.21% | -60.00% | +40.00% | 0.00% | 21:03 | 15:35 | 15:35 | 22:03 | 22:10 | 23:35 | 06:35 | 04:52 |
 | Ring of Basilius | 3 | 2.56% | 52.1 | 66.67% | +14.92% | -66.67% | 0.00% | 0.00% | 21:38 | 01:07 | 01:07 | 04:58 | 58:48 | 58:48 | 57:41 | 42:43 |
 | Quelling Blade | 7 | 5.98% | 50.0 | 42.86% | -9.87% | +7.14% | +7.14% | 0.00% | 13:45 | 05:44 | 08:34 | 14:49 | 15:12 | 26:13 | 06:38 | 04:54 |
 | Desolator | 1 | 0.85% | 47.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 37:43 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 0.85% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 26:43 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 0.85% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 00:00 | 00:00 |
 | Buckler | 1 | 0.85% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 58:47 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 0.85% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.85% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:15 | 10:15 | 10:15 | 10:15 | 10:15 | 10:15 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 0.85% | 35.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:04 | 49:04 | 49:04 | 49:04 | 49:04 | 49:04 | 00:00 | 00:00 |
 | Bottle | 1 | 0.85% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:09 | 40:09 | 40:09 | 40:09 | 40:09 | 40:09 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 0.85% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 1:06:35 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.85% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 58:48 | 00:00 | 00:00 |
 | Aeon Disk | 8 | 6.84% | 27.1 | 25.00% | -29.13% | +75.00% | -25.00% | -11.93% | 41:56 | 33:41 | 36:30 | 37:31 | 44:53 | 57:04 | 08:23 | 06:12 |
 | Black King Bar | 2 | 1.71% | 25.0 | 50.00% | -2.17% | -50.00% | 0.00% | 0.00% | 54:41 | 36:00 | 36:00 | 1:13:22 | 1:13:22 | 1:13:22 | 37:22 | 27:40 |
 | Boots of Speed | 5 | 4.27% | 22.9 | 20.00% | -33.57% | -20.00% | -20.00% | 0.00% | 30:33 | 05:43 | 05:43 | 22:50 | 47:43 | 1:01:40 | 42:00 | 31:06 |
 | Yasha | 1 | 0.85% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Maelstrom | 2 | 1.71% | 18.8 | 0.00% | -53.04% | 0.00% | 0.00% | 0.00% | 25:26 | 19:57 | 19:57 | 30:55 | 30:55 | 30:55 | 10:58 | 08:07 |
 | Sange | 1 | 0.85% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 0.85% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 31:51 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.85% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 0.85% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 |
 | Wraith Band | 1 | 0.85% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 04:59 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.85% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 |
 | Javelin | 2 | 1.71% | 4.2 | 0.00% | -53.04% | 0.00% | 0.00% | 0.00% | 21:34 | 17:32 | 17:32 | 25:36 | 25:36 | 25:36 | 08:04 | 05:58 |
 | Gleipnir | 1 | 0.85% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 |