Claude Haiku 4.5: Pricing, Context, and Benchmarks

Claude Haiku 4.5 is Anthropic's Claude 4 model released on 2025-10-01. It runs on a 200K-token context window, priced at $1.00/M input and $5.00/M output. Fastest Claude tier. Good for routing, classification, and any latency-sensitive task.

Input
$1.00/M
Output
$5.00/M
Cached input
$0.1000/M
Context
200K
Max output
16K

Specifications

ProviderAnthropic
FamilyClaude 4
Released2025-10-01
Statusactive
Context window200K tokens
Max output16K tokens
Modalitiestext image
Capabilities function calling json mode vision streaming tool use
Tokenizerclaude-3
API endpointhttps://api.anthropic.com/v1/messages
DocumentationOfficial docs ↗
Last updated2026-05-29

What this model is good for

Based on benchmark scores and capability fit, Claude Haiku 4.5 ranks well for:

  • Customer Support — rank #2. Faster than Sonnet, similar instruction following quality.

Cost calculator

For 1,000 tokens of input and 1,000 tokens of output per call, this model costs $0.0060 per call. For typical usage:

WorkloadTokens / call (in/out)$/call$/1K calls$/1M calls
Short Q&A 200 / 100 $0.000700 $0.70 $700
Standard chat 1K / 500 $0.003500 $3.50 $3,500
RAG with retrieval 4K / 500 $0.006500 $6.50 $6,500
Long doc summary 20K / 1K $0.025000 $25.00 $25,000
Long context (100K input) 100K / 2K $0.107500 $107.50 $107,500

For more precise estimates including caching discounts, use the LLM API Cost Calculator.

Other Anthropic models

Common comparisons

API setup

curl https://api.anthropic.com/v1/messages \
  -H "Authorization: Bearer $API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "claude-haiku-4-5", "messages": [{"role": "user", "content": "Hello"}]}'

See the official documentation for the full request/response schema. For pre-flight token counting before paying, use the appropriate token counter.