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Crazyrouter Blog

Gemini CLI Complete Guide 2026: Repo Automation, CI Agents, and Multi-Model Routing Ideogram AI Guide 2026: Brand Design Automation, API Workflows, and Alternatives GLM 4.6 API Guide 2026: Agents, RAG, Tool Calling, and Bilingual Apps WAN 2.2 Animate Tutorial 2026: Character Consistency, Shot Control, and API Workflows Google Veo3 API Guide 2026: Production Video Pipelines, Prompts, Pricing, and Fallbacks AI API Pricing Comparison 2026: Text, Image, Video, Caching, and Router Costs Codex CLI Installation Guide 2026: Windows, macOS, Linux, Proxies, and CI Setup How to Get a Claude API Key in 2026: Secure Setup for Teams, CI, and Alternatives Gemini Advanced Review 2026: Is It Worth It for Coding, Research, and API Teams? Seedance 2.0 Pricing: Convert 46 CNY per Million Tokens to Cost per Second Seedance 2.0 计费详解：46元/百万Token换算成每秒多少钱 Seedance 2.0料金解説：100万Tokenあたり46元を1秒あたりコストに換算 Gemini CLI 使用教程 2026：安装、代码示例、代理环境与 API 接入 Gemini 是什么？2026 完整介绍、API 使用教程与价格对比 Qwen2.5-Omni Guide 2026: Real-Time Voice, Vision, and Multimodal Agents Kimi K2 Thinking Guide 2026: Reasoning Workflows, Evals, and Cost Control Google Veo3 API Guide 2026: Batch Video Pipelines, Pricing, and Fallbacks Codex CLI Installation Guide 2026: macOS, Linux, WSL, Proxies, and Dev Containers How to Get a Claude API Key in 2026: Safe Production Setup and Alternatives AI API Pricing Comparison 2026: GPT, Claude, Gemini, Video, and Agent Workloads Gemini Advanced Review 2026: Is It Worth It for Developer Teams? Claude Code Pricing Guide 2026: API Fallbacks, Team Seats, and Budget Control Seedream 4.0 API Tutorial 2026: Batch Image Generation, Product Creative, and Pricing Qwen2.5-Omni Guide 2026: Real-Time Voice, Vision, Text Agents, and API Integration Kimi K2 Thinking Guide 2026: Reasoning Agents, Evaluation Workflows, and API Cost Control WAN 2.2 Animate Tutorial 2026: Character Motion, Shot Control, API Pipelines, and Pricing Google Veo3 API Guide 2026: Production Video Workflows, Prompts, Pricing, and Fallbacks AI API Pricing Comparison 2026: OpenAI, Claude, Gemini, DeepSeek, and Router Costs How to Get a Claude API Key in 2026: Setup, Security, Rotation, and Alternatives Codex CLI Installation Guide 2026: macOS, Linux, WSL, Proxies, and Devcontainers
Claude Opus 4.6 vs 4.7 vs 4.8：Crazyrouter 経由の実 API ...
Crazyrouter Team · 2026-06-03 · via Crazyrouter Blog

title: "Claude Opus 4.6 vs 4.7 vs 4.8：Crazyrouter 経由の実 API テスト" slug: "ja-claude-opus-46-vs-47-vs-48-real-api-tests-crazyrouter" summary: "日本語の結論：Opus 4.7 は合格率、Opus 4.8 は平均レイテンシ、Opus 4.6 は安定した既存用途に向いています。" tag: "Claude" language: "ja" cover_image_url: "https://raw.githubusercontent.com/xujfcn/images/main/blog/covers/claude-opus-46-47-48-benchmark-cover.png" meta_title: "Claude Opus 4.6 vs 4.7 vs 4.8：Crazyrouter 経由の実 API テスト" meta_description: "Crazyrouter API real benchmark comparing Claude Opus 4.6, 4.7 and 4.8." meta_keywords: "Claude Opus, Crazyrouter, API benchmark"#

Claude Opus 4.6 vs 4.7 vs 4.8：Crazyrouter 経由の実 API テスト#

日本語の結論：Opus 4.7 は合格率、Opus 4.8 は平均レイテンシ、Opus 4.6 は安定した既存用途に向いています。

本篇/この記事/이 글/Bài viết này 基于 https://cn.crazyrouter.com/v1 的真实调用结果，不是厂商宣传复述。测试模型：claude-opus-4-6、claude-opus-4-7、claude-opus-4-8。

Claude Opus benchmark score and latency

核心结果 / Key results#

ModelScoreAvg latencyTotal tokensBest fit
claude-opus-4-64/65.2s2847stable SQL, JSON, API review, Chinese support replies
claude-opus-4-75/67.46s3297best overall pass rate, long-context extraction, structured output
claude-opus-4-84/64.59s2838fastest average latency, concise JSON/API review, low token use

测试矩阵 / Test matrix#

Claude Opus API test matrix

TestOpus 4.6Opus 4.7Opus 4.8What it checked
arithmetic revenue⚠️⚠️⚠️business arithmetic and step-by-step numeric reasoning
postgres sql✅✅✅Postgres query construction for paid users and token usage
long context extraction⚠️✅⚠️finding exact operational facts in a long noisy log
strict json no fence✅✅✅JSON-only schema following without markdown fences
api client review✅✅✅developer code review quality for an API client
chinese support reply✅✅✅Chinese customer-support answer with correct cn.crazyrouter.com/v1 guidance

可复现实测代码#

结论 / Conclusion#

  • claude-opus-4-7: best default for agent/log extraction workflows in this run.
  • claude-opus-4-8: best latency profile in this run.
  • claude-opus-4-6: still useful when prompts are already validated.

人看的链接加 UTM，代码里的 API base URL 不加 UTM。访问：Crazyrouter

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