Claude 4.5 Haiku API

anthropic/claude-haiku-4.5
Claude 4.5 Haiku is a text-only chat model from Anthropic. It offers a 200,000-token context window and up to 64,000 tokens of output, positioning it as a fast, lighter option in the Claude 4.5 lineup. It supports streaming for real-time response delivery.
Context
200K tokens
Input
$1 / 1M tokens
Output
$5 / 1M tokens
Released
Oct 16, 2025

Overview

What is Claude 4.5 Haiku API?

Claude 4.5 Haiku is a fast, lightweight model optimized for quick responses and high-throughput applications.

Technical Specifications
- Supported inputs: Text
- Output: Text
- Context window: 200,000 tokens / Max output: 64,000 tokens
- Endpoint: /chat/completions

Performance Benchmarks
[embed]

Claude 4.5 Haiku API Pricing
- Input: $1.3 / 1M tokens
- Output: $6.5 / 1M tokens

Where to Use Claude 4.5 Haiku

Coding and code review
Generate, debug, and review code across languages, reading whole files or repos in a single prompt.

Long-document analysis
Summarize and extract from contracts, papers, and reports without aggressive chunking.

Code Sample
[embed]

Uptime and performance

  • Uptime (24h): 100%
  • Uptime (7d): 100%
  • Availability (24h): 100%
  • Error rate (24h): 0%
  • End-to-end latency (24h median): 3.5s
  • Time to first token (24h median): 952ms
  • Throughput (24h median): 47.8 tok/s

Measured on the AI/ML API gateway across live traffic. Figures are medians unless stated. Last updated 2026-10-12.

Use cases

  • Real-time chat assistants and conversational AI services
  • Customer support automation with low latency response
  • AI pair programming and code generation
  • Agent orchestration for complex workflows involving multiple AI instances
  • Rapid prototyping of software with interactive AI support

‍

How to use Claude 4.5 Haiku API

Install any OpenAI-compatible SDK, point it at api.aimlapi.com/v1, and set the model to anthropic/claude-haiku-4.5.
import requests

r = requests.post(
    "https://api.aimlapi.com/v1/chat/completions",
    headers={"Authorization": "Bearer " + AIMLAPI_KEY},
    json={
      "model": "anthropic/claude-haiku-4.5",
      "messages": [
        {
          "role": "user",
          "content": "Hello!"
        }
      ]
    },
)
print(r.json())
const r = await fetch("https://api.aimlapi.com/v1/chat/completions", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.AIMLAPI_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    "model": "anthropic/claude-haiku-4.5",
    "messages": [
      {
        "role": "user",
        "content": "Hello!"
      }
    ]
  }),
});
console.log(await r.json());
curl -X POST https://api.aimlapi.com/v1/chat/completions \
  -H "Authorization: Bearer $AIMLAPI_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"anthropic/claude-haiku-4.5","messages":[{"role":"user","content":"Hello!"}]}'

OpenAI-compatible — swap the base URL and it works with your existing SDK.

Claude 4.5 Haiku API Pricing

TypePrice
Input
$1 / 1M tokens
Output
$5 / 1M tokens
Cached input
$0.1058 / 1M tokens

Claude 4.5 Haiku Benchmarks

BenchmarkScoreWhat it measuresSourceRetrieved
Terminal-Bench
41.75%
Autonomous shell/terminal task completionSourceJuly 13, 2026
SWE-bench Verified
73.3%
Resolving verified real GitHub issuesSourceJuly 8, 2026
Intelligence
17.6
Composite score across standardised reasoning, knowledge and problem-solving evaluations, measured independently by Artificial AnalysisSourceSeptember 12, 2026
Coding
43.9
Composite score across standardised coding evaluations, measured independently by Artificial AnalysisSourceSeptember 12, 2026
Math
83.7
Composite score across standardised mathematics evaluations, measured independently by Artificial AnalysisSourceSeptember 12, 2026

Claude 4.5 Haiku vs other models

ModelInputOutputContextBest for
$1 / 1M tokens
$5 / 1M tokens
200K tokens
Chat + assistants
$5 / 1M tokens
$30 / 1M tokens
1M tokens
Reasoning + agents
$2 / 1M tokens
$10 / 1M tokens
1M tokens
Balanced coding + agents
$3 / 1M tokens
$15 / 1M tokens
1M tokens
Long-context, multimodal & agentic workflows
$1.5 / 1M tokens
$9 / 1M tokens
1M tokens
Reasoning + agents

Frequently asked questions

Claude 4.5 Haiku has a 200,000 tokens context window and can return up to 64,000 tokens.

Claude 4.5 Haiku takes text as input and returns text.

Use anthropic/claude-haiku-4.5 as the model id. Requests go to https://api.aimlapi.com/v1/chat/completions.

Claude 4.5 Haiku is priced at input $1.3754 / 1M tokens, output $6.5 / 1M tokens, cached input $0.13754 / 1M tokens.

Yes, Claude 4.5 Haiku can stream responses as they are generated.

Claude 4.5 Haiku was built by Anthropic.

It is designed as a fast, lightweight model for quick responses and high-throughput applications.

Start building with Claude 4.5 Haiku

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