Anthropic

Claude Haiku 4.5 — Benchmark Scores, Pricing & Performance Analysis

BUDGETAnthropic
Chatbot Arena ELO
1220
Output Speed
180 tok/s
Input Cost
$1.0/1M
Output Cost
$5.0/1M
Context Window
200K
Max Output
64K
Knowledge Cutoff
Feb 2025
Accepts
text, image, file

Claude Haiku 4.5 by Anthropic demonstrates fast output speed. View detailed benchmark data including scores across coding, math, reasoning, speed, and cost metrics.

Specifications last checked against the provider on . Benchmark scores carry their own source, linked beside each number.

General Benchmarks

MMLU-Pro
65.0%55th of 66

Massive Multitask Language Understanding professional benchmark

HuggingFace Leaderboard
AA Intelligence Index
17.644th of 66

Artificial Analysis composite intelligence score across 10 sub-benchmarks

Artificial Analysis (via OpenRouter)
Chatbot Arena ELO
122064th of 74

Human preference ELO from blind head-to-head votes

LMSYS / HuggingFace

Coding Benchmarks

Website Arena ELO
113475th of 108

Human preference ELO for building a working web page from a brief

Design Arena (via OpenRouter)
LiveCodeBench
35.0%48th of 66

Live competitive programming benchmark

livecodebench.github.io
HumanEval+
78.0%48th of 66

Code generation correctness with extended tests

Papers
SWE-bench Verified
30.0%48th of 67

Real-world software engineering task resolution

swebench.com
AA Coding Index
43.955th of 96

Artificial Analysis composite coding score

Artificial Analysis (via OpenRouter)
Design Arena ELO
111879th of 120

Human preference ELO for building things — websites, UI, games, charts, SVG

Design Arena (via OpenRouter)

Math Benchmarks

GSM8K
88.0%47th of 66

Grade school math word problems

Papers
MATH
70.0%50th of 66

Competition mathematics problem solving

Papers

Reasoning Benchmarks

τ²-Bench Airline
67.8%56th of 93

Multi-turn service agent making tool calls under strict policy constraints

OpenRouter (measured)
GPQA Diamond
72.4%83rd of 140

Graduate-level science Q&A by domain experts

Papers
ARC-AGI
18.0%44th of 66

Abstraction and Reasoning Corpus for general intelligence

arcprize.org
AA Agentic Index
10.345th of 70

Artificial Analysis composite score for multi-step tool-using tasks

Artificial Analysis (via OpenRouter)

Speed Benchmarks

Time to First Token
120 ms7th of 92

Latency before first token arrives

Aggregated
Output Speed
180 tok/s11th of 94

Tokens generated per second

Aggregated

Cost Benchmarks

Input Cost
$1.0293rd of 413

Cost per 1M input tokens

OpenRouter API
Cached Input Cost
$0.1062nd of 136

Cost per 1M cached input tokens — the price that actually applies to a long agent conversation

OpenRouter API
Output Cost
$5.0308th of 413

Cost per 1M output tokens

OpenRouter API

Context Benchmarks

Context Length
200K189th of 451

Maximum context window size

OpenRouter API

Available from 41 providers

The same model costs different amounts depending on who serves it. You can bring your own key for 6 of these — connect it here.

ProviderInput / 1MOutput / 1MCached inContextYour key
QiHang$0.14$0.71—200K—
Xpersona$0.6$3.7$0.06200K—
Poe$0.85$4.3$0.085192K—
Cortecs$0.996$4.982$0.099200K—
Abacus$1$5—200K—
Amazon Bedrock$1$5$0.1200KSupported
Anthropic$1$5$0.1200KSupported
Azure$1$5$0.1200KSupported
Azure Cognitive Services$1$5$0.1200K—
Cloudflare AI Gateway$1$5$0.1200K—
CrossModel$1$5$0.1200K—
DaoXE$1$5$0.1200K—
Databricks$1$5$0.1200K—
DevPass (LLM Gateway)$1$5$0.1200K—
DigitalOcean$1$5$1200K—
FreeModel$1$5$0.1200K—
FrogBot$1$5$0.1200K—
GitHub Copilot$1$5$0.1200K—
Impossibl$1$5$0.1200K—
Kilo Gateway$1$5$0.1200K—
LLM Gateway$1$5$0.1200K—
Merge Gateway$1$5$0.1200K—
NanoGPT$1$5$0.1200K—
NEAR AI Cloud$1$5$0.1200K—
Neon$1$5$0.1200K—
Ofox$1$5$0.1200K—
OpenCode Zen$1$5$0.1200K—
OpenRouter$1$5$0.1200KSupported
Opper$1$5$0.1200K—
OrcaRouter$1$5$0.1200K—
Perplexity Agent$1$5$0.1200K—
Pioneer$1$5$0.1200K—
Requesty$1$5$0.1200K—
Vercel AI Gateway$1$5$0.1200KSupported
Vertex$1$5$0.1200KSupported
Vertex (Anthropic)$1$5$0.1200K—
ZenMux$1$5$0.1200K—
UnoRouter$1.2$6—200K—
AnyAPI———200K—
Model Oracle AI———200K—
Snowflake Cortex———200K—

Claude Haiku 4.5 — Benchmark Scores Overview

Scores normalized to percentage scale for visual comparison. ELO scores mapped to 0-100 range (1100-1500).

Claude Haiku 4.5 — Frequently Asked Questions

How intelligent is Claude Haiku 4.5?

Claude Haiku 4.5 scores 1220 on the Chatbot Arena ELO rating, making it an entry-level AI model. This score is based on blind head-to-head human preference voting.

How much does Claude Haiku 4.5 cost?

Claude Haiku 4.5 costs $1.0 per 1M input tokens and $5.0 per 1M output tokens. This is mid-range pricing for its capability level.

How fast is Claude Haiku 4.5?

Claude Haiku 4.5 generates output at 180 tokens per second, which is very fast compared to other models. The time to first token is 120 ms.

How good is Claude Haiku 4.5 at coding?

Claude Haiku 4.5 achieves 30.0% on SWE-bench Verified, demonstrating moderate real-world software engineering capability. This benchmark tests the model's ability to resolve actual GitHub issues.

How good is Claude Haiku 4.5 at math and reasoning?

Claude Haiku 4.5 scores 70.0% on the MATH benchmark (competition-level mathematics). It also achieves 72.4% on GPQA Diamond, a graduate-level science reasoning benchmark.

What is the context window of Claude Haiku 4.5?

Claude Haiku 4.5 has a context window of 200K tokens. This determines how much text, conversation history, and code the model can process in a single request.

Who created Claude Haiku 4.5?

Claude Haiku 4.5 was created by Anthropic. It is classified as a budget model in our catalogue.

Is Claude Haiku 4.5 open source?

No, Claude Haiku 4.5 is a proprietary model. It is available through Anthropic's API and compatible providers.