LightweightAnthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic's lightweight model optimized for speed and efficiency, with vision capabilities and a 200K token context window.

Context 200K
Tier Lightweight
Knowledge Feb 2025
Tools Supported
Modalities text, image
Input from
$0.550 / 1M tokens
across 4 providers

API Pricing

Cheapest on Amazon AWS 41% below avg
ProviderInput / 1MOutput / 1MUpdated
$0.550$2.754/14/2026
$1.00$5.004/13/2026
$1.00$5.004/14/2026
$1.00$5.004/3/2026
$1.10$5.504/14/2026

Prices updated daily. Last check: 4/14/2026

Model Details

General

Creator
Anthropic
Family
Haiku
Tier
Lightweight
Context Window
200K
Knowledge Cutoff
Feb 2025
Modalities
Text, Image

Capabilities

Tool Calling
Yes
Open Source
No
Subtypes
Chat Completion

Strengths & Limitations

  • 200K token context window enables processing of long documents
  • Vision input support for analyzing images alongside text
  • Tool calling functionality with structured output capabilities
  • Knowledge cutoff of February 2025 provides recent training data
  • Optimized for fast inference speeds in the Claude family
  • Multimodal capabilities despite being the lightweight tier
  • Streaming response support for real-time applications
  • Proprietary model with no open-source weights available
  • Lower reasoning capabilities compared to Sonnet and Opus tiers
  • Reduced performance on complex analytical tasks
  • Limited compared to flagship models for advanced coding work
  • May struggle with highly technical or specialized domains

Key Features

200K token context window
Vision input (image analysis)
Tool calling with structured output
Streaming responses
Multimodal chat completion
Function calling capabilities
JSON mode output formatting
Batch API support

About Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic's lightweight model in the Claude family, positioned as the fast and efficient option below the more capable Sonnet and Opus tiers. As part of Anthropic's fourth-generation Claude models, Haiku 4.5 represents the speed-optimized variant designed for high-volume applications where rapid response times are prioritized. The model supports both text and image inputs through its 200,000 token context window, enabling multimodal conversations and document analysis. Claude Haiku 4.5 includes tool calling capabilities, allowing it to interact with external APIs and execute functions. With a knowledge cutoff of February 2025, it has relatively current training data. Despite being the lightweight tier, it maintains vision processing abilities that were not available in earlier Haiku generations. Haiku 4.5 serves applications requiring fast inference speeds at scale, such as content moderation, customer support automation, and real-time chat applications. While it sacrifices some reasoning depth compared to Sonnet and Opus variants, it delivers significantly faster response times, making it suitable for latency-sensitive deployments where good-enough performance is preferred over maximum capability.

Common Use Cases

Claude Haiku 4.5 is well-suited for high-volume applications where speed and cost efficiency are priorities. Its fast inference makes it ideal for customer support chatbots, content moderation systems, and real-time messaging applications. The vision capabilities enable document processing workflows, image captioning, and visual content analysis at scale. With tool calling support, it can power simple automation tasks and API integrations. The 200K context window allows for processing lengthy documents, transcripts, or conversations while maintaining the quick response times needed for interactive applications. It's particularly valuable for organizations that need good language model performance across many concurrent users without the latency or cost overhead of more powerful tiers.

Frequently Asked Questions

How much does Claude Haiku 4.5 cost per million tokens?

Claude Haiku 4.5 pricing varies by provider and usage type (standard vs batch processing). As the lightweight tier in Anthropic's model family, it's positioned as the most cost-effective option. Check the pricing table above for current rates across all available providers.

What is Claude Haiku 4.5 best used for?

Claude Haiku 4.5 excels in high-volume, latency-sensitive applications like customer support automation, content moderation, and real-time chat systems. Its vision capabilities make it suitable for document processing and image analysis workflows, while tool calling enables simple automation tasks. It's the optimal choice when you need good performance at scale rather than maximum reasoning capability.

How does Claude Haiku 4.5 compare to other models in the Claude family?

Haiku 4.5 is the fastest and most cost-effective model in the Claude family, trading some reasoning capability for superior speed and efficiency. Unlike earlier Haiku versions, it includes vision input support and maintains the 200K context window found in higher tiers. It's less capable than Sonnet for complex analysis or Opus for advanced reasoning, but delivers much faster response times for straightforward tasks.