OCG LabTask-Domain Decision System
Search evidence
Live
中文

Claude Opus 4.8

High-stakes reasoning and uncertainty-sensitive work

SWE-Bench Pro leaderlower hallucination exposurestrong OSWorld verified score
Use when silent failure costs more than latency or price.E-GLOBAL-001 / E-GLOBAL-003 / E-GLOBAL-007

Claude Sonnet 4.6

Default high-volume operator

developer-preferred coding workflowsenterprise document readingcost-sensitive triage
Escalate when the task needs cross-source coherence or implicit constraint tracking.E-GLOBAL-005 / E-GLOBAL-009

GPT-5.5

Terminal and input-heavy workflow specialist

Terminal-Bench 2.1 leaderCLI-integrated pipelinesinput-volume economics
Avoid as the sole source of truth for unverified extraction or citation-heavy tasks.E-GLOBAL-002 / E-GLOBAL-003

Routing Matrix

cross-domain summary

Opus 4.8

Multi-file code requiring cross-state coherence

Legal analysis beyond first-pass triage

Citation-critical document extraction

Financial table reconciliation

Tasks where silent failure is worse than expressed uncertainty

Sonnet 4.6

Single-file debugging under ~300 lines

High-volume document summarization

JSON extraction from labeled inputs

Standard SQL repair

Customer support triage at scale

First-pass legal clause review

GPT-5.5

Terminal-heavy agentic coding

CLI-integrated pipelines

Input-heavy batch tasks where cost is primary constraint