interface: computer + bash · judge: gemini-3.1-flash-lite-preview · max steps: 100 · rubric score percent: 85.1 · selection: Canonical matched-protocol rows only; four 200-step self-reported rows retained in source snapshot, excluded from this track. · tasks: 184
MyPCBench / Carnegie Mellon University ↗Best LLMs for personal tasks across apps
MyPCBenchMyPCBench evaluates assistants on 184 tasks across a personal desktop with 17 simulated web apps. Tasks involve personal records, travel, shopping, calendars, and coordinating work across applications. These results use the canonical computer-and-bash setup with a 100-step limit and report the percentage of tasks where every rubric item passes.
| Model / creator | Version | Reported score |
|---|---|---|
| 184 tasks · 100 steps | 58.2% | |
| 184 tasks · 100 steps | 55.4% | |
| 184 tasks · 100 steps | 55.4% | |
| 184 tasks · 100 steps | 50.5% | |
| 184 tasks · 100 steps | 45.1% | |
| 184 tasks · 100 steps | 23.9% | |
| 184 tasks · 100 steps | 7.6% | |
| 184 tasks · 100 steps | 6.5% |
View all 8 published reports
interface: computer + bash · judge: gemini-3.1-flash-lite-preview · max steps: 100 · rubric score percent: 83.2 · selection: Canonical matched-protocol rows only; four 200-step self-reported rows retained in source snapshot, excluded from this track. · tasks: 184
MyPCBench / Carnegie Mellon University ↗interface: computer + bash · judge: gemini-3.1-flash-lite-preview · max steps: 100 · rubric score percent: 85.3 · selection: Canonical matched-protocol rows only; four 200-step self-reported rows retained in source snapshot, excluded from this track. · tasks: 184
MyPCBench / Carnegie Mellon University ↗interface: computer + bash · judge: gemini-3.1-flash-lite-preview · max steps: 100 · rubric score percent: 78.5 · selection: Canonical matched-protocol rows only; four 200-step self-reported rows retained in source snapshot, excluded from this track. · tasks: 184
MyPCBench / Carnegie Mellon University ↗interface: computer + bash · judge: gemini-3.1-flash-lite-preview · max steps: 100 · rubric score percent: 83.6 · selection: Canonical matched-protocol rows only; four 200-step self-reported rows retained in source snapshot, excluded from this track. · tasks: 184
MyPCBench / Carnegie Mellon University ↗interface: computer + bash · judge: gemini-3.1-flash-lite-preview · max steps: 100 · rubric score percent: 53.5 · selection: Canonical matched-protocol rows only; four 200-step self-reported rows retained in source snapshot, excluded from this track. · tasks: 184
MyPCBench / Carnegie Mellon University ↗interface: computer + bash · judge: gemini-3.1-flash-lite-preview · max steps: 100 · rubric score percent: 42.4 · selection: Canonical matched-protocol rows only; four 200-step self-reported rows retained in source snapshot, excluded from this track. · tasks: 184
MyPCBench / Carnegie Mellon University ↗interface: computer + bash · judge: gemini-3.1-flash-lite-preview · max steps: 100 · rubric score percent: 24.1 · selection: Canonical matched-protocol rows only; four 200-step self-reported rows retained in source snapshot, excluded from this track. · tasks: 184
MyPCBench / Carnegie Mellon University ↗