MarkTechPost@AI 10月16日 02:02
Anthropic发布Claude Haiku 4.5,成本效益显著
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Anthropic最新发布的Claude Haiku 4.5是一款为低延迟优化的“小型”模型,其编码性能与Claude Sonnet 4相当,但运行速度提升一倍以上,成本仅为三分之一。该模型已通过Anthropic API以及Amazon Bedrock和Google Cloud Vertex AI的合作伙伴目录提供。Haiku 4.5定位于对成本敏感的交互式工作负载,可作为Haiku 3.5和Sonnet 4的直接替代品,特别适用于实时助手、客户支持自动化和代码编写场景,显著提升了响应速度和多代理项目的效率。

🚀 **性能与成本的突破**:Claude Haiku 4.5在编码能力上达到了Claude Sonnet 4的水平,但运行速度快一倍以上,而成本仅为三分之一。这使其成为需要高性能AI模型但预算有限的交互式应用的理想选择,例如实时助手和客户支持自动化。

💡 **应用场景拓展**:该模型特别适用于对延迟要求极高的场景,如GUI/浏览器操作(支持Claude for Chrome等产品)以及多代理项目和快速原型开发(如Claude Code)。它显著提升了这些应用中的响应速度和用户体验。

🤝 **战略性部署建议**:Anthropic建议采用一种“规划-执行”的模式,即使用Sonnet 4.5进行复杂的多步规划,然后利用一个由Haiku 4.5组成的“工作池”并行执行任务。这种组合能够最大化效率并优化成本。

💰 **定价与可用性**:Haiku 4.5的API定价为每百万输入token 1美元,每百万输出token 5美元。该模型已在Anthropic API、Amazon Bedrock和Google Cloud Vertex AI上可用,为开发者提供了广泛的部署选项。

Anthropic released Claude Haiku 4.5, a latency-optimized “small” model that delivers similar levels of coding performance to Claude Sonnet 4 while running more than twice as fast at one-third the cost. The model is immediately available via Anthropic’s API and in partner catalogs on Amazon Bedrock and Google Cloud Vertex AI. Pricing is $1/MTok input and $5/MTok output. Anthropic positions Haiku 4.5 as a drop-in replacement for Haiku 3.5 and Sonnet 4 in cost-sensitive, interactive workloads.

Positioning and lineup

Haiku 4.5 targets real-time assistants, customer-support automations, and pair-programming where tight latency budgets and throughput dominate. It surpasses Sonnet 4 on “computer use” tasks—the GUI/browser manipulation underpinning products like Claude for Chrome—and is described as materially improving responsiveness in Claude Code for multi-agent projects and rapid prototyping. Anthropic makes clear that Sonnet 4.5 remains the frontier model and “the best coding model in the world,” while Haiku 4.5 offers near-frontier performance with greater cost-efficiency. A recommended pattern is Sonnet 4.5 for multi-step planning and parallel execution by a pool of Haiku 4.5 workers.

Availability, identifiers, and pricing

From day one, developers can call the model (claude-haiku-4-5) on Anthropic’s API. Anthropic also states availability on Amazon Bedrock and Vertex AI; model catalogs may update region coverage and IDs over time, but the company confirms cloud availability in the launch post. The API price for Haiku 4.5 is $1/MTok (input) and $5/MTok (output), with prompt-caching listed at $1.25/MTok write and $0.10/MTok read.

Benchmarks

Anthropic summarizes results across standard and agentic suites and includes methodology details to qualify the numbers:

https://www.anthropic.com/news/claude-haiku-4-5
https://www.anthropic.com/news/claude-haiku-4-5

The post emphasizes coding parity with Sonnet 4 and computer-use gains relative to Sonnet 4 under these scaffolds. Users should replicate with their own orchestration, tool stacks, and thinking budgets before generalizing.

Key Takeaways

Editorial Comments

Anthropic’s positioning of Claude Haiku 4.5 is strategically sound: by delivering similar levels of coding performance to Claude Sonnet 4 at one-third the cost and more than twice the speed, while surpassing Sonnet 4 on computer use, the company gives devs a clean planner–executor split—Sonnet 4.5 for multi-step planning and a pool of Haiku 4.5 workers for parallel execution—without forcing architectural changes (“drop-in replacement” across API, Amazon Bedrock, Vertex AI). The ASL-2 release, coupled with a documented lower misalignment rate than Sonnet 4.5 and Opus 4.1, lowers the friction for enterprise rollout where safety gates and cost envelopes dominate deployment math.


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The post Anthropic Launches Claude Haiku 4.5: Small AI Model that Delivers Sonnet-4-Level Coding Performance at One-Third the Cost and more than Twice the Speed appeared first on MarkTechPost.

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Claude Haiku 4.5 Anthropic AI模型 低延迟 成本效益 编码性能 Claude Sonnet 4 Amazon Bedrock Google Cloud Vertex AI AI Large Language Models LLM
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