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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 | 8 | 18.18% | 100.0 | 75.00% | +44.44% | -25.00% | -25.00% | 0.00% | 12:25 | 09:51 | 10:57 | 12:36 | 12:37 | 15:26 | 01:40 | 01:14 |
 | Shadow Blade | 8 | 18.18% | 97.9 | 75.00% | +44.44% | +25.00% | +25.00% | 0.00% | 19:56 | 15:16 | 17:16 | 20:19 | 21:30 | 24:29 | 04:14 | 03:08 |
 | Butterfly | 3 | 6.82% | 95.7 | 100.00% | +65.85% | 0.00% | 0.00% | 0.00% | 29:02 | 23:06 | 23:06 | 25:23 | 38:38 | 38:38 | 15:32 | 11:30 |
 | Abyssal Blade | 9 | 20.45% | 93.6 | 66.67% | +35.24% | -16.67% | -66.67% | -3.18% | 41:57 | 31:35 | 33:13 | 40:36 | 48:57 | 56:44 | 15:44 | 11:39 |
 | Silver Edge | 5 | 11.36% | 91.5 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 26:11 | 21:12 | 21:12 | 27:07 | 29:21 | 30:02 | 08:09 | 06:02 |
 | Aghanim's Scepter | 12 | 27.27% | 89.4 | 58.33% | +27.08% | +41.67% | +8.34% | -5.59% | 22:16 | 17:06 | 19:04 | 21:23 | 25:02 | 29:31 | 05:58 | 04:25 |
 | Vanguard | 10 | 22.73% | 87.2 | 60.00% | +27.65% | +6.67% | -60.00% | -4.46% | 42:28 | 29:56 | 34:25 | 39:18 | 49:21 | 55:05 | 14:56 | 11:03 |
 | Ring of Health | 10 | 22.73% | 85.1 | 60.00% | +27.65% | +6.67% | -60.00% | -4.01% | 42:04 | 29:56 | 32:43 | 39:18 | 49:21 | 55:05 | 16:38 | 12:19 |
 | Skull Basher | 18 | 40.91% | 83.0 | 50.00% | +19.23% | +30.00% | -25.00% | -5.42% | 35:02 | 26:35 | 29:43 | 33:15 | 39:52 | 46:48 | 10:09 | 07:31 |
 | Power Treads | 42 | 95.45% | 80.9 | 40.48% | +40.48% | +4.97% | -10.48% | -6.10% | 07:20 | 04:47 | 05:44 | 06:45 | 08:16 | 13:27 | 02:32 | 01:52 |
 | Magic Wand | 40 | 90.91% | 78.7 | 40.00% | +15.00% | +10.00% | 0.00% | -1.55% | 04:59 | -01:29 | 01:43 | 03:23 | 08:10 | 15:41 | 06:27 | 04:46 |
 | Boots of Speed | 44 | 100.00% | 76.6 | 38.64% | +38.64% | -2.28% | -11.37% | -6.27% | 03:05 | 01:31 | 01:59 | 02:55 | 03:26 | 07:12 | 01:27 | 01:04 |
 | Quelling Blade | 44 | 100.00% | 74.5 | 38.64% | +38.64% | -2.28% | +15.91% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:11 | 00:00 | 00:00 |
 | Eye of Skadi | 19 | 43.18% | 72.3 | 47.37% | +15.37% | -7.37% | -47.37% | -5.52% | 31:02 | 18:59 | 24:55 | 29:10 | 32:10 | 1:01:17 | 07:15 | 05:22 |
 | Yasha | 11 | 25.00% | 70.2 | 54.55% | +21.22% | +45.45% | -21.22% | -17.24% | 19:18 | 15:13 | 16:26 | 18:46 | 20:18 | 23:38 | 03:52 | 02:51 |
 | Sange and Yasha | 11 | 25.00% | 68.1 | 54.55% | +21.22% | +45.45% | -21.22% | -13.33% | 21:18 | 18:26 | 18:50 | 20:18 | 23:50 | 24:41 | 05:00 | 03:42 |
 | Magic Stick | 36 | 81.82% | 66.0 | 38.89% | +1.39% | +5.55% | +5.55% | 0.00% | 01:49 | -01:29 | -01:29 | 00:53 | 04:50 | 10:09 | 06:19 | 04:40 |
 | Sange | 13 | 29.55% | 63.8 | 46.15% | +10.67% | -12.82% | -46.15% | -5.75% | 21:33 | 14:57 | 18:02 | 19:47 | 23:50 | 39:03 | 05:48 | 04:17 |
 | Wraith Band | 20 | 45.45% | 61.7 | 40.00% | +2.50% | 0.00% | +20.00% | 7.06% | 03:25 | 01:26 | 01:45 | 02:15 | 04:35 | 08:19 | 02:50 | 02:05 |
 | Black King Bar | 27 | 61.36% | 59.6 | 33.33% | -13.73% | -4.76% | +23.81% | 3.09% | 28:15 | 17:44 | 23:15 | 26:28 | 32:30 | 45:13 | 09:15 | 06:51 |
 | Diffusal Blade | 36 | 81.82% | 57.4 | 30.56% | -44.44% | +25.00% | -8.34% | -13.25% | 14:45 | 11:10 | 13:00 | 14:17 | 15:31 | 24:44 | 02:31 | 01:51 |
 | Blink Dagger | 9 | 20.45% | 55.3 | 44.44% | +7.30% | +5.56% | +5.56% | 0.00% | 32:21 | 15:41 | 20:09 | 32:23 | 42:01 | 49:38 | 21:52 | 16:11 |
 | Swift Blink | 3 | 6.82% | 53.2 | 66.67% | +30.08% | -66.67% | 0.00% | 0.00% | 38:05 | 27:49 | 27:49 | 36:13 | 50:12 | 50:12 | 22:23 | 16:34 |
 | Orb of Venom | 22 | 50.00% | 51.1 | 27.27% | -22.73% | +6.06% | -7.27% | -7.55% | 01:59 | -01:29 | -01:29 | 01:49 | 03:15 | 08:41 | 04:44 | 03:30 |
 | Aghanim's Shard | 1 | 2.27% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 30:10 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.27% | 46.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:12 | 57:12 | 57:12 | 57:12 | 57:12 | 57:12 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.27% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 2.27% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:52 | 56:52 | 56:52 | 56:52 | 56:52 | 56:52 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 2.27% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 07:17 | 00:00 | 00:00 |
 | Void Stone | 1 | 2.27% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 2.27% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 00:00 | 00:00 |
 | Bottle | 1 | 2.27% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 05:17 | 00:00 | 00:00 |
 | Nullifier | 1 | 2.27% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.27% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Orb of Corrosion | 12 | 27.27% | 27.7 | 25.00% | -18.75% | +8.33% | +8.33% | 0.00% | 06:25 | 03:02 | 03:38 | 04:53 | 08:16 | 13:46 | 04:38 | 03:25 |
 | Blight Stone | 12 | 27.27% | 25.5 | 25.00% | -18.75% | +8.33% | +8.33% | 0.00% | 05:40 | 02:26 | 02:56 | 04:08 | 07:33 | 13:08 | 04:37 | 03:25 |
 | Fluffy Hat | 13 | 29.55% | 23.4 | 23.08% | -22.08% | +10.25% | -23.08% | -6.51% | 06:02 | 02:26 | 02:57 | 05:27 | 08:04 | 13:25 | 05:07 | 03:47 |
 | Javelin | 3 | 6.82% | 21.3 | 33.33% | -5.69% | -33.33% | 0.00% | 0.00% | 31:44 | 23:34 | 23:34 | 35:45 | 35:54 | 35:54 | 12:20 | 09:08 |
 | Hand of Midas | 7 | 15.91% | 19.1 | 14.29% | -28.95% | +35.71% | -14.29% | 0.00% | 13:02 | 10:55 | 11:01 | 11:55 | 12:54 | 19:12 | 01:53 | 01:23 |
 | Moon Shard | 1 | 2.27% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:16 | 1:06:16 | 1:06:16 | 1:06:16 | 1:06:16 | 1:06:16 | 00:00 | 00:00 |
 | Wind Lace | 2 | 4.55% | 14.9 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 07:15 | 05:44 | 05:44 | 08:45 | 08:45 | 08:45 | 03:01 | 02:14 |
 | Chainmail | 2 | 4.55% | 12.8 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 06:26 | 06:08 | 06:08 | 06:44 | 06:44 | 06:44 | 00:36 | 00:26 |
 | Drum of Endurance | 1 | 2.27% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 11:46 | 00:00 | 00:00 |
 | Phase Boots | 2 | 4.55% | 8.5 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 07:31 | 07:03 | 07:03 | 07:59 | 07:59 | 07:59 | 00:56 | 00:41 |
 | Falcon Blade | 1 | 2.27% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 08:37 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.27% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 4.55% | 2.1 | 0.00% | -40.48% | 0.00% | 0.00% | 0.00% | 34:04 | 31:36 | 31:36 | 36:31 | 36:31 | 36:31 | 04:55 | 03:38 |