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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 | |
 | Blink Dagger | 50 | 10.08% | 100.0 | 70.00% | +22.24% | +22.31% | -11.67% | -2.80% | 37:17 | 21:05 | 30:19 | 36:09 | 42:27 | 1:03:38 | 12:08 | 08:59 |
 | Morbid Mask | 78 | 15.73% | 98.7 | 65.38% | +18.25% | +4.62% | -12.75% | -1.97% | 33:09 | 12:09 | 29:15 | 32:39 | 38:03 | 48:12 | 08:48 | 06:31 |
 | Buckler | 254 | 51.21% | 97.3 | 59.06% | +18.56% | +17.50% | -13.03% | -4.17% | 26:43 | 09:20 | 22:59 | 26:23 | 30:18 | 52:17 | 07:19 | 05:25 |
 | Ring of Protection | 278 | 56.05% | 96.0 | 58.63% | +19.64% | +2.80% | -7.91% | -1.39% | 23:57 | -01:30 | 21:02 | 25:03 | 28:45 | 52:17 | 07:43 | 05:42 |
 | Assault Cuirass | 238 | 47.98% | 94.7 | 58.82% | +16.96% | +21.18% | -13.06% | -5.11% | 28:42 | 19:56 | 24:50 | 28:02 | 31:32 | 52:44 | 06:42 | 04:57 |
 | Satanic | 66 | 13.31% | 93.3 | 65.15% | +17.48% | +17.20% | -27.65% | -6.52% | 35:31 | 24:32 | 32:03 | 34:18 | 38:56 | 50:18 | 06:53 | 05:05 |
 | Scythe of Vyse | 71 | 14.31% | 92.0 | 61.97% | +13.97% | -6.41% | +4.70% | 1.41% | 35:47 | 22:30 | 31:13 | 34:20 | 39:05 | 1:04:00 | 07:52 | 05:49 |
 | Silver Edge | 160 | 32.26% | 90.7 | 56.25% | +9.23% | -1.25% | -6.25% | -0.63% | 26:51 | 14:37 | 22:13 | 26:07 | 30:08 | 47:31 | 07:55 | 05:51 |
 | Crystalys | 198 | 39.92% | 89.3 | 53.54% | +5.89% | -5.54% | +1.56% | 0.82% | 25:47 | 10:23 | 21:11 | 25:00 | 29:49 | 47:42 | 08:38 | 06:23 |
 | Phase Boots | 451 | 90.93% | 88.0 | 50.78% | +8.56% | +5.86% | -4.76% | -5.69% | 07:44 | 03:37 | 06:38 | 07:29 | 08:30 | 21:45 | 01:52 | 01:22 |
 | Chainmail | 451 | 90.93% | 86.7 | 50.78% | +8.56% | +3.20% | -3.88% | -3.97% | 06:58 | 02:15 | 05:59 | 06:46 | 07:46 | 21:25 | 01:47 | 01:19 |
 | Shadow Blade | 178 | 35.89% | 85.3 | 53.93% | +6.13% | +1.63% | -8.48% | -1.17% | 23:37 | 11:28 | 19:02 | 22:20 | 27:41 | 48:02 | 08:39 | 06:24 |
 | Black King Bar | 460 | 92.74% | 84.0 | 50.65% | +8.98% | +14.57% | -8.91% | -4.93% | 18:25 | 12:18 | 15:34 | 17:20 | 20:20 | 37:18 | 04:46 | 03:31 |
 | Ring of Health | 85 | 17.14% | 82.7 | 57.65% | +9.23% | -5.27% | +4.25% | 0.46% | 34:58 | 03:36 | 25:16 | 37:42 | 45:51 | 1:12:18 | 20:35 | 15:14 |
 | Boots of Speed | 496 | 100.00% | 81.3 | 50.00% | +50.00% | +3.23% | -5.65% | -4.48% | 04:55 | -01:29 | 03:49 | 04:53 | 05:48 | 10:11 | 01:59 | 01:28 |
 | Quelling Blade | 489 | 98.59% | 80.0 | 49.90% | -7.24% | +0.92% | -1.54% | 0.00% | -01:28 | -01:30 | -01:29 | -01:29 | -01:29 | 03:21 | 00:00 | 00:00 |
 | Void Stone | 151 | 30.44% | 78.7 | 53.64% | +5.23% | -1.01% | -1.01% | 0.00% | 31:51 | 10:23 | 22:40 | 31:54 | 39:14 | 1:05:42 | 16:34 | 12:16 |
 | Magic Stick | 345 | 69.56% | 77.3 | 49.86% | -0.47% | -1.02% | +0.14% | 0.20% | 05:33 | -01:30 | 02:24 | 05:31 | 08:16 | 23:38 | 05:52 | 04:20 |
 | Daedalus | 16 | 3.23% | 76.0 | 75.00% | +25.83% | +25.00% | +25.00% | 0.00% | 39:53 | 30:51 | 33:51 | 38:25 | 42:06 | 1:07:04 | 08:15 | 06:06 |
 | Magic Wand | 319 | 64.31% | 74.7 | 49.53% | -1.32% | -7.03% | -0.78% | 1.54% | 08:19 | -01:29 | 06:08 | 07:53 | 10:12 | 26:15 | 04:04 | 03:00 |
 | Bottle | 253 | 51.01% | 73.3 | 50.20% | +0.41% | -7.34% | +5.36% | 12.70% | 02:12 | 00:43 | 01:35 | 01:50 | 02:12 | 26:12 | 00:37 | 00:27 |
 | Bracer | 290 | 58.47% | 72.0 | 49.66% | -0.83% | +7.87% | -9.38% | -7.96% | 03:14 | -00:06 | 01:44 | 03:06 | 03:54 | 13:54 | 02:10 | 01:36 |
 | Heaven's Halberd | 109 | 21.98% | 70.7 | 53.21% | +4.11% | +6.05% | -8.77% | -2.03% | 23:06 | 13:00 | 19:02 | 22:30 | 26:20 | 41:54 | 07:18 | 05:24 |
 | Helm of Iron Will | 196 | 39.52% | 69.3 | 50.00% | 0.00% | -5.10% | +5.10% | 1.63% | 07:47 | 01:57 | 03:13 | 06:21 | 09:29 | 56:25 | 06:16 | 04:38 |
 | Armlet of Mordiggian | 180 | 36.29% | 68.0 | 50.00% | 0.00% | -1.11% | -5.56% | -1.53% | 10:33 | 06:16 | 08:56 | 10:24 | 11:50 | 22:47 | 02:54 | 02:08 |
 | Sange | 145 | 29.23% | 66.7 | 50.34% | +0.48% | +10.77% | -5.90% | -1.99% | 21:12 | 10:07 | 16:34 | 20:16 | 24:56 | 49:34 | 08:22 | 06:11 |
 | Aghanim's Scepter | 66 | 13.31% | 65.3 | 53.03% | +3.50% | +11.68% | -3.03% | -1.48% | 36:47 | 24:04 | 31:34 | 34:16 | 41:31 | 58:42 | 09:57 | 07:22 |
 | Lotus Orb | 10 | 2.02% | 64.0 | 80.00% | +30.62% | +20.00% | +20.00% | 0.00% | 27:54 | 19:46 | 23:12 | 24:47 | 31:19 | 51:15 | 08:07 | 06:00 |
 | Linken's Sphere | 21 | 4.23% | 62.7 | 61.90% | +12.43% | -1.90% | -1.90% | 0.00% | 33:27 | 23:46 | 27:40 | 32:34 | 37:50 | 43:24 | 10:10 | 07:31 |
 | Overwhelming Blink | 17 | 3.43% | 61.3 | 64.71% | +15.23% | +35.29% | -39.71% | -5.20% | 48:13 | 33:46 | 39:54 | 46:48 | 54:19 | 1:06:00 | 14:25 | 10:40 |
 | Orchid Malevolence | 74 | 14.92% | 60.0 | 47.30% | -3.17% | +5.33% | -19.52% | -2.34% | 21:50 | 10:59 | 13:54 | 19:47 | 24:32 | 1:03:08 | 10:38 | 07:52 |
 | Refresher Orb | 39 | 7.86% | 58.7 | 51.28% | +1.39% | +8.72% | -21.28% | -2.85% | 49:15 | 34:39 | 43:13 | 47:12 | 53:45 | 1:12:18 | 10:32 | 07:48 |
 | Soul Ring | 26 | 5.24% | 57.3 | 53.85% | +4.06% | +17.58% | -20.52% | -6.26% | 13:35 | 07:25 | 09:40 | 12:41 | 15:45 | 30:40 | 06:05 | 04:30 |
 | Heart of Tarrasque | 8 | 1.61% | 56.0 | 75.00% | +25.41% | -75.00% | +25.00% | 0.00% | 25:14 | 16:55 | 17:25 | 19:56 | 31:52 | 36:33 | 14:27 | 10:42 |
 | Aghanim's Shard | 98 | 19.76% | 54.7 | 39.80% | -12.71% | +0.20% | -6.47% | -0.41% | 34:52 | 17:43 | 26:23 | 32:26 | 42:35 | 1:13:42 | 16:12 | 12:00 |
 | Bloodthorn | 13 | 2.62% | 53.3 | 61.54% | +11.85% | +5.13% | -28.21% | 0.00% | 47:36 | 34:54 | 40:11 | 45:03 | 51:13 | 1:06:58 | 11:02 | 08:10 |
 | Yasha | 21 | 4.23% | 52.0 | 52.38% | +2.49% | +7.62% | -12.38% | -2.84% | 26:33 | 15:36 | 20:19 | 25:27 | 27:22 | 49:34 | 07:03 | 05:13 |
 | Sange and Yasha | 20 | 4.03% | 50.7 | 50.00% | 0.00% | +10.00% | -10.00% | -1.90% | 27:27 | 17:40 | 20:23 | 25:29 | 30:56 | 49:34 | 10:33 | 07:48 |
 | Aghanim's Blessing | 12 | 2.42% | 49.3 | 58.33% | +8.54% | +41.67% | -58.33% | 0.00% | 52:59 | 41:31 | 49:14 | 51:07 | 55:49 | 1:08:25 | 06:35 | 04:52 |
 | Eye of Skadi | 5 | 1.01% | 48.0 | 80.00% | +30.31% | +20.00% | -80.00% | 0.00% | 32:23 | 25:41 | 25:41 | 29:17 | 32:52 | 44:58 | 07:11 | 05:19 |
 | Nullifier | 10 | 2.02% | 46.7 | 60.00% | +10.21% | +6.67% | -10.00% | 0.00% | 39:01 | 27:03 | 33:01 | 36:16 | 42:01 | 56:25 | 09:00 | 06:40 |
 | Wind Lace | 31 | 6.25% | 45.3 | 41.94% | -8.60% | -16.94% | -16.94% | 0.00% | 08:36 | -01:29 | 05:39 | 07:44 | 10:37 | 21:20 | 04:58 | 03:40 |
 | Hood of Defiance | 8 | 1.61% | 44.0 | 62.50% | +12.70% | +37.50% | -62.50% | 0.00% | 12:21 | 08:22 | 10:46 | 11:40 | 13:27 | 16:43 | 02:41 | 01:59 |
 | Moon Shard | 6 | 1.21% | 42.7 | 66.67% | +16.87% | +33.33% | -66.67% | 0.00% | 56:12 | 24:39 | 44:10 | 55:19 | 1:08:05 | 1:19:24 | 23:55 | 17:42 |
 | Mage Slayer | 9 | 1.81% | 41.3 | 55.56% | +5.66% | -5.56% | -5.56% | 0.00% | 44:46 | 31:17 | 34:31 | 39:43 | 50:51 | 1:06:37 | 16:20 | 12:05 |
 | Urn of Shadows | 9 | 1.81% | 40.0 | 55.56% | +5.66% | -55.56% | +44.44% | 0.00% | 07:21 | 03:56 | 03:56 | 07:33 | 08:52 | 13:36 | 04:56 | 03:39 |
 | Pipe of Insight | 4 | 0.81% | 38.7 | 75.00% | +25.20% | +25.00% | +25.00% | 0.00% | 19:00 | 13:02 | 13:02 | 17:08 | 18:26 | 27:24 | 05:24 | 04:00 |
 | Headdress | 4 | 0.81% | 37.3 | 75.00% | +25.20% | +25.00% | +25.00% | 0.00% | 17:59 | 12:24 | 12:24 | 16:05 | 16:35 | 26:53 | 04:11 | 03:05 |
 | Skull Basher | 13 | 2.62% | 36.0 | 46.15% | -3.95% | +20.52% | +20.52% | 0.00% | 39:33 | 26:41 | 28:08 | 35:50 | 47:11 | 1:14:59 | 19:03 | 14:06 |
 | Shiva's Guard | 13 | 2.62% | 34.7 | 46.15% | -3.95% | +20.52% | +20.52% | 0.00% | 36:22 | 23:34 | 29:31 | 35:46 | 39:01 | 54:37 | 09:30 | 07:02 |
 | Drum of Endurance | 2 | 0.40% | 33.3 | 100.00% | +50.20% | 0.00% | 0.00% | 0.00% | 11:54 | 11:31 | 11:31 | 12:16 | 12:16 | 12:16 | 00:45 | 00:33 |
 | Swift Blink | 2 | 0.40% | 32.0 | 100.00% | +50.20% | 0.00% | 0.00% | 0.00% | 47:17 | 40:20 | 40:20 | 54:13 | 54:13 | 54:13 | 13:53 | 10:17 |
 | Vanguard | 15 | 3.02% | 30.7 | 40.00% | -10.31% | +10.00% | +10.00% | 0.00% | 31:50 | 07:52 | 13:08 | 34:37 | 41:29 | 1:15:11 | 28:21 | 21:00 |
 | Spirit Vessel | 8 | 1.61% | 29.3 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:05 | 10:23 | 11:39 | 12:25 | 13:21 | 16:16 | 01:42 | 01:15 |
 | Fluffy Hat | 3 | 0.60% | 28.0 | 66.67% | +16.77% | +33.33% | 0.00% | 0.00% | 17:22 | 05:19 | 05:19 | 10:38 | 36:08 | 36:08 | 30:49 | 22:49 |
 | Abyssal Blade | 8 | 1.61% | 26.7 | 37.50% | -12.70% | -37.50% | +12.50% | 0.00% | 46:41 | 34:37 | 36:25 | 41:33 | 50:02 | 1:15:11 | 13:37 | 10:05 |
 | Medallion of Courage | 4 | 0.81% | 25.3 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 10:53 | 09:54 | 09:54 | 10:01 | 10:27 | 13:09 | 00:33 | 00:24 |
 | Aeon Disk | 4 | 0.81% | 24.0 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 43:25 | 23:47 | 23:47 | 41:18 | 49:22 | 59:14 | 25:35 | 18:57 |
 | Blight Stone | 4 | 0.81% | 22.7 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 10:01 | 07:33 | 07:33 | 09:30 | 10:27 | 12:32 | 02:54 | 02:08 |
 | Radiance | 9 | 1.81% | 21.3 | 33.33% | -16.98% | +66.67% | -33.33% | 0.00% | 30:21 | 22:07 | 22:30 | 25:00 | 32:42 | 57:42 | 10:12 | 07:33 |
 | Wraith Pact | 1 | 0.20% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 22:30 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 0.20% | 18.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.20% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.20% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 18:12 | 00:00 | 00:00 |
 | Blade Mail | 1 | 0.20% | 14.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 10:49 | 00:00 | 00:00 |
 | Butterfly | 1 | 0.20% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 35:03 | 00:00 | 00:00 |
 | Force Staff | 2 | 0.40% | 12.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 25:26 | 14:44 | 14:44 | 36:08 | 36:08 | 36:08 | 21:24 | 15:51 |
 | Solar Crest | 3 | 0.60% | 10.7 | 33.33% | -16.77% | +66.67% | 0.00% | 0.00% | 13:51 | 12:50 | 12:50 | 12:53 | 15:51 | 15:51 | 03:01 | 02:14 |
 | Crown | 4 | 0.81% | 9.3 | 25.00% | -25.20% | -25.00% | -25.00% | 0.00% | 10:55 | 08:22 | 08:22 | 10:20 | 10:28 | 14:31 | 02:06 | 01:33 |
 | Divine Rapier | 5 | 1.01% | 8.0 | 20.00% | -30.31% | -20.00% | +80.00% | 0.00% | 40:19 | 30:49 | 30:49 | 38:44 | 43:42 | 49:41 | 12:53 | 09:32 |
 | Echo Sabre | 1 | 0.20% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 11:11 | 00:00 | 00:00 |
 | Crimson Guard | 2 | 0.40% | 5.3 | 0.00% | -50.20% | 0.00% | 0.00% | 0.00% | 25:20 | 16:37 | 16:37 | 34:03 | 34:03 | 34:03 | 17:26 | 12:54 |
 | Aether Lens | 1 | 0.20% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 52:01 | 00:00 | 00:00 |
 | Meteor Hammer | 1 | 0.20% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 11:37 | 00:00 | 00:00 |
 | Power Treads | 1 | 0.20% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 09:49 | 00:00 | 00:00 |