Posts tagged with #claude-opus-4-8 from the Contra Collective team.
Claude Sonnet 5 and Claude Opus 4.8 compared on SWE Bench Pro, Terminal Bench 2, Aider Polyglot, and a 1,200 issue real repo workload. Pass rate, latency, tokens per resolved issue, and the tier decision for agentic coding in July 2026.
Claude Opus 4.8 Vision, GPT 5.5 Vision, and Gemini 3.5 Pro compared on document understanding. DocVQA, ChartQA, form extraction accuracy, latency, and cost per extracted field on a real invoice, contract, and financial statement workload in 2026.
Cost per resolved support ticket measured across Claude Opus 4.8, GPT 5.5, and Haiku 4.5 on a production triage agent loop. Auto resolution rate, escalation precision, latency, and the model that earns the seat for a real Shopify Plus support workload in 2026.
Gemini 3.5 Pro vs Claude Opus 4.8 on Terminal-Bench 2. Resolve rate, step budget, latency, and cost per resolved task that decide which frontier model wins for a terminal native coding agent in 2026.
Claude Opus 4.8 vs Sonnet 4.6 on SWE-Bench Verified. Resolve rate, agent step budget, latency, and the cost per resolved issue that decides which model belongs in a production coding agent.
Claude Opus 4.8 vs Gemini 3.5 Pro on Aider Polyglot, per language pass rate, cost per task, and where each model wins for production multi language coding workloads.
Claude Opus 4.8 vs Claude Fable 5 on Terminal-Bench 2.0, cost per task, tool use reliability, and where each Anthropic model wins for production agent workloads.