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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 | |
 | Echo Sabre | 29 | 54.72% | 100.0 | 58.62% | +29.45% | +12.81% | -15.76% | -12.99% | 15:50 | 12:18 | 14:36 | 16:07 | 16:48 | 19:28 | 02:12 | 01:37 |
 | Blink Dagger | 38 | 71.70% | 98.1 | 52.63% | +25.96% | -12.63% | +14.04% | 3.79% | 22:34 | 16:22 | 18:43 | 22:44 | 25:45 | 30:46 | 07:02 | 05:12 |
 | Bloodthorn | 8 | 15.09% | 96.2 | 75.00% | +35.00% | +25.00% | -25.00% | -8.70% | 32:43 | 26:48 | 28:26 | 31:49 | 34:11 | 41:10 | 05:45 | 04:15 |
 | Black King Bar | 44 | 83.02% | 94.2 | 50.00% | +27.78% | +22.73% | -22.73% | -16.43% | 21:39 | 17:12 | 19:31 | 21:02 | 22:17 | 33:25 | 02:46 | 02:02 |
 | Magic Wand | 49 | 92.45% | 92.3 | 46.94% | +21.94% | +3.06% | +3.06% | 0.00% | 03:44 | -01:29 | -01:29 | 02:26 | 07:55 | 14:08 | 09:24 | 06:57 |
 | Power Treads | 52 | 98.11% | 90.4 | 46.15% | +46.15% | 0.00% | +7.70% | 3.73% | 06:34 | 03:38 | 05:32 | 06:15 | 07:36 | 11:30 | 02:04 | 01:31 |
 | Helm of Iron Will | 50 | 94.34% | 88.5 | 46.00% | +12.67% | +15.54% | -4.33% | -9.85% | 10:19 | 02:57 | 09:13 | 10:08 | 11:14 | 16:18 | 02:01 | 01:29 |
 | Armlet of Mordiggian | 50 | 94.34% | 86.5 | 46.00% | +12.67% | +15.54% | +4.00% | -6.59% | 11:58 | 07:58 | 11:10 | 11:56 | 12:55 | 16:32 | 01:45 | 01:17 |
 | Boots of Speed | 53 | 100.00% | 84.6 | 45.28% | +45.28% | +8.57% | -14.51% | -7.65% | 04:22 | 00:57 | 02:45 | 04:33 | 05:46 | 08:40 | 03:01 | 02:14 |
 | Orchid Malevolence | 11 | 20.75% | 82.7 | 63.64% | +23.16% | -30.31% | +3.03% | 11.70% | 29:43 | 25:30 | 25:59 | 27:21 | 28:50 | 41:06 | 02:51 | 02:06 |
 | Void Stone | 18 | 33.96% | 80.8 | 55.56% | +15.56% | -35.56% | -30.56% | 0.45% | 31:54 | 17:44 | 25:59 | 28:27 | 37:05 | 50:29 | 11:06 | 08:13 |
 | Eye of Skadi | 9 | 16.98% | 78.8 | 66.67% | +25.76% | +33.33% | +33.33% | 0.00% | 32:01 | 25:56 | 27:15 | 29:57 | 33:42 | 47:37 | 06:27 | 04:46 |
 | Quelling Blade | 36 | 67.92% | 76.9 | 47.22% | +6.04% | -2.78% | -2.78% | 0.00% | -01:17 | -01:30 | -01:29 | -01:29 | -01:29 | 05:26 | 00:00 | 00:00 |
 | Bracer | 21 | 39.62% | 75.0 | 52.38% | +11.75% | +7.62% | -12.38% | -20.00% | 02:19 | 00:07 | 01:48 | 02:18 | 02:41 | 04:28 | 00:53 | 00:39 |
 | Crystalys | 5 | 9.43% | 73.1 | 80.00% | +38.33% | +20.00% | +20.00% | 0.00% | 33:35 | 29:23 | 29:23 | 32:51 | 35:03 | 39:54 | 05:40 | 04:11 |
 | Silver Edge | 5 | 9.43% | 71.2 | 80.00% | +38.33% | +20.00% | +20.00% | 0.00% | 33:56 | 29:52 | 29:52 | 33:17 | 35:11 | 40:13 | 05:19 | 03:56 |
 | Heart of Tarrasque | 5 | 9.43% | 69.2 | 80.00% | +38.33% | -80.00% | +20.00% | 0.00% | 26:59 | 20:17 | 20:17 | 26:48 | 28:06 | 35:18 | 07:49 | 05:47 |
 | Magic Stick | 37 | 69.81% | 67.3 | 43.24% | -6.76% | -9.91% | -9.91% | 0.00% | 01:39 | -01:30 | -01:29 | -01:29 | 03:08 | 13:28 | 04:37 | 03:25 |
 | Mage Slayer | 15 | 28.30% | 65.4 | 53.33% | +11.22% | +21.67% | -28.33% | -5.57% | 28:25 | 21:46 | 23:09 | 28:26 | 32:08 | 40:49 | 08:59 | 06:39 |
 | Wind Lace | 10 | 18.87% | 63.5 | 60.00% | +18.14% | -26.67% | -10.00% | 2.89% | 09:17 | 02:52 | 06:45 | 07:23 | 12:31 | 17:50 | 05:46 | 04:16 |
 | Ring of Protection | 10 | 18.87% | 61.5 | 60.00% | +18.14% | +6.67% | -10.00% | -5.47% | 27:05 | 03:26 | 29:11 | 30:19 | 32:14 | 42:25 | 03:03 | 02:15 |
 | Buckler | 8 | 15.09% | 59.6 | 62.50% | +20.28% | -12.50% | -12.50% | 0.00% | 32:36 | 29:11 | 29:31 | 30:50 | 32:14 | 42:26 | 02:43 | 02:00 |
 | Ring of Health | 6 | 11.32% | 57.7 | 66.67% | +24.12% | +33.33% | -66.67% | -6.42% | 41:07 | 31:00 | 33:15 | 38:17 | 48:49 | 50:28 | 15:34 | 11:31 |
 | Aghanim's Shard | 18 | 33.96% | 55.8 | 44.44% | -1.27% | +15.56% | -44.44% | -8.45% | 29:31 | 23:30 | 26:09 | 28:01 | 33:15 | 37:16 | 07:06 | 05:15 |
 | Orb of Corrosion | 4 | 7.55% | 53.8 | 75.00% | +32.14% | -75.00% | +25.00% | 0.00% | 05:02 | 04:42 | 04:42 | 04:51 | 05:08 | 05:25 | 00:26 | 00:19 |
 | Overwhelming Blink | 4 | 7.55% | 51.9 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 37:52 | 31:58 | 31:58 | 37:47 | 40:15 | 41:28 | 08:17 | 06:08 |
 | Fluffy Hat | 4 | 7.55% | 50.0 | 75.00% | +32.14% | -75.00% | +25.00% | 0.00% | 03:59 | 03:38 | 03:38 | 03:58 | 04:01 | 04:19 | 00:23 | 00:17 |
 | Assault Cuirass | 7 | 13.21% | 48.1 | 57.14% | +13.66% | -7.14% | -7.14% | 0.00% | 34:03 | 29:55 | 30:28 | 33:12 | 34:10 | 44:16 | 03:42 | 02:44 |
 | Shadow Blade | 8 | 15.09% | 46.2 | 50.00% | +5.56% | 0.00% | 0.00% | 0.00% | 24:17 | 19:20 | 19:39 | 23:03 | 24:57 | 31:58 | 05:18 | 03:55 |
 | Orb of Venom | 5 | 9.43% | 44.2 | 60.00% | +16.25% | +40.00% | +40.00% | 0.00% | 02:05 | 00:27 | 00:27 | 02:32 | 02:53 | 03:13 | 02:26 | 01:48 |
 | Blight Stone | 5 | 9.43% | 42.3 | 60.00% | +16.25% | -60.00% | -60.00% | 0.00% | 02:21 | 01:04 | 01:04 | 01:42 | 02:16 | 05:33 | 01:12 | 00:53 |
 | Linken's Sphere | 3 | 5.66% | 40.4 | 66.67% | +22.67% | +33.33% | 0.00% | 0.00% | 38:21 | 31:00 | 31:00 | 33:16 | 50:46 | 50:46 | 19:46 | 14:38 |
 | Abyssal Blade | 1 | 1.89% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Sange | 1 | 1.89% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 00:00 | 00:00 |
 | Yasha | 1 | 1.89% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Vanguard | 1 | 1.89% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 1.89% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 1.89% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 22:15 | 00:00 | 00:00 |
 | Soul Ring | 2 | 3.77% | 26.9 | 50.00% | +4.90% | -50.00% | 0.00% | 0.00% | 06:37 | 04:31 | 04:31 | 08:43 | 08:43 | 08:43 | 04:12 | 03:06 |
 | Refresher Orb | 2 | 3.77% | 25.0 | 50.00% | +4.90% | -50.00% | 0.00% | 0.00% | 47:01 | 45:05 | 45:05 | 48:57 | 48:57 | 48:57 | 03:52 | 02:51 |
 | Morbid Mask | 3 | 5.66% | 23.1 | 33.33% | -12.67% | -33.33% | 0.00% | 0.00% | 37:20 | 33:08 | 33:08 | 35:29 | 43:23 | 43:23 | 10:15 | 07:35 |
 | Skull Basher | 3 | 5.66% | 21.2 | 33.33% | -12.67% | -33.33% | 0.00% | 0.00% | 35:50 | 34:35 | 34:35 | 35:15 | 37:41 | 37:41 | 03:06 | 02:17 |
 | Aether Lens | 2 | 3.77% | 19.2 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 23:06 | 21:06 | 21:06 | 25:05 | 25:05 | 25:05 | 03:59 | 02:57 |
 | Butterfly | 1 | 1.89% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 1.89% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |
 | Javelin | 2 | 3.77% | 13.5 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 49:24 | 44:35 | 44:35 | 54:12 | 54:12 | 54:12 | 09:37 | 07:07 |
 | Maelstrom | 1 | 1.89% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Satanic | 2 | 3.77% | 9.6 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 34:57 | 33:29 | 33:29 | 36:25 | 36:25 | 36:25 | 02:56 | 02:10 |
 | Aghanim's Scepter | 1 | 1.89% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 1.89% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 44:43 | 00:00 | 00:00 |
 | Swift Blink | 1 | 1.89% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.89% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 54:37 | 00:00 | 00:00 |