anthropic

Anthropic: Claude Haiku 4.5 (batch)

Claude Haiku 4.5 from Anthropic is designed to handle text, images, and file inputs with a vast context length of up to 200,000 tokens and supports reasoning and tools integration. While it offers robust capabilities for complex tasks, its pricing stands at $0.5 per million input tokens and $2.5 per million output tokens, making it relatively costly compared to other models in the market. This model should be considered by users requiring a versatile tool that can process multiple modalities and integrate external tools, but who are willing to pay for its advanced features; however, its benchmark score of 38.0 across independent evaluations is currently unproven, leaving some uncertainty about its performance relative to peers.

Quality Score
100/100
price + capability + benchmarks
Input Price
$0.50
per 1M tokens
Output Price
$2.50
per 1M tokens
Context Window
200,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 38.0 across 1 benchmark, last refreshed 2026-07-30. How scoring works →

BenchmarkMeasuresScore
AI Index broad capability composite 39.1
Model ID
anthropic/claude-haiku-4.5:batch
Vendor
anthropic
Released
October 2025
Tokenizer
Claude
Input Modalities
text, image, file
Output Modalities
text
Max Output
64,000 tokens
Tool Calling
✓ supported
Structured Output
✓ supported
Reasoning Mode
✓ supported
Vision
✓ accepts images
Audio
no
Moderated
yes

What it costs in practice

Computed from the current $0.50/M input and $2.50/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.02
Classify 1,000 customer emails 500k in / 50k out $0.38
A month of a busy support chatbot 5M in / 2M out $7.50

Similar models

Quick answers

How much does Anthropic: Claude Haiku 4.5 (batch) cost?
$0.50 per million input tokens and $2.50 per million output tokens.
What is Anthropic: Claude Haiku 4.5 (batch)'s context window?
200,000 tokens, roughly 300 pages of text in a single request.
Does Anthropic: Claude Haiku 4.5 (batch) support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can Anthropic: Claude Haiku 4.5 (batch) process images?
Yes, it accepts image input.