Opus 4.8 (Fully Tested): Is IT ACTUALLY GOOD?

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Claude Opus 4.8 is Anthropic's latest incremental update to the Opus model line, priced the same as Opus 4.7 at $5/M input and $25/M output tokens. Key additions include a faster and cheaper fast mode (2.5x speed, 3x cheaper than before), simplified effort control (low/medium/high/x-high/max instead of manual token budgets), and dynamic workflows in Claude Code for parallel sub-agent orchestration on large codebases. Anthropic claims Opus 4.8 is 4x less likely to silently pass flawed code. In a personal 7-task benchmark covering frontend, 3D rendering, SVG generation, game building, math, and local fine-tuning workflows, Opus 4.8 scored 87.14% (61/70) — a massive jump from Opus 4.7's 55.71% (39/70) and well ahead of GPT-5.5, Gemini 3.5 Flash, Deepseek, and Mimo. The standout result was a combinatorics math problem that every other tested model got wrong. The model is recommended for complex coding, agentic tasks, and large refactors, but may be overkill for simple chat or small edits.

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