Claude Haiku 4.5 (batch)

Claude Haiku 4.5 (batch) by Anthropic excels in the Coding category, where it ranks #141 with a composite score of 70/100. Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance... It is particularly strong in areas highlighted by its top benchmark performance and adoption metrics, making it suitable for both individual developers and enterprise teams looking for a reliable coding solution.

Claude Haiku 4.5 (batch) is priced at $0.50 per million input tokens and $2.50 per million output tokens (USD). Contact the provider for volume discounts and enterprise pricing. Pricing is competitive within the coding category and reflects the model's quality-to-cost ratio.

In the Coding category, Claude Haiku 4.5 (batch) holds rank #141 out of 345 models tracked. Its quality rank is #141 and adoption rank is #141. You can use our comparison tool at /compare to see detailed side-by-side metrics with specific alternatives. Key differentiators include its composite scoring across benchmarks, community sentiment, and real-world adoption rates.

Claude Haiku 4.5 (batch) has been evaluated across 6 different signals. Its strongest areas include Capabilities (100/100), Benchmarks (72/100), Pricing (98/100). These scores are derived from industry-standard benchmarks, community ratings, and real-world performance metrics. The composite score of 70/100 reflects a weighted combination of all tracked signals.

Claude Haiku 4.5 (batch) is a paid model, though some providers may offer trial credits or limited free tiers for evaluation. Check Anthropic's website for current free tier availability and promotional offers.

Claude Haiku 4.5 (batch) supports a 200K token context window (200,000 tokens total). That translates to roughly 150,000 words in a single prompt. This is large enough to process entire codebases, research papers, or long conversation histories in one shot.

Claude Haiku 4.5 (batch) can generate up to 64K output tokens (64,000 tokens) per response. That is roughly 48,000 words. This is enough for generating complete code files, detailed reports, or long-form content in a single response.

Claude Haiku 4.5 (batch) supports image understanding (vision), function/tool calling, structured JSON output, extended reasoning/chain-of-thought, web search, streaming responses. Function calling lets you integrate it with external APIs and tools programmatically. Vision support means it can analyze images, screenshots, and diagrams alongside text. These capabilities determine which workflows and integrations the model can handle natively.

Claude Haiku 4.5 (batch) was developed by Anthropic. It was released on October 15, 2025. You can access it through Anthropic's API. Check our provider page for all models from Anthropic and how they compare against each other.

Pick Claude Haiku 4.5 (batch) when you need a solid balance of cost and capability for everyday development tasks, content generation, and standard API integrations. If your task is straightforward text completion or classification, a cheaper model might give you 90% of the quality at a fraction of the price. Run a quick benchmark on your actual use case before committing.

You can access Claude Haiku 4.5 (batch) through Anthropic's API using standard HTTP requests or their official SDK. Most providers support OpenAI-compatible endpoints, so switching between models often requires changing just the model name in your API call. Streaming is supported for real-time token-by-token output. For production use, implement proper error handling, rate limiting, and cost monitoring.