Anthropic

Claude 3.5 Haiku — Benchmark Scores, Pricing & Performance Analysis

BUDGETAnthropic
Chatbot Arena ELO
1180
Output Speed
170 tok/s
Input Cost
$0.80/1M
Output Cost
$4.0/1M
Context Window
200K

Claude 3.5 Haiku by Anthropic demonstrates fast output speed. View detailed benchmark data including scores across coding, math, reasoning, speed, and cost metrics.

General Benchmarks

Chatbot Arena ELO
118070th of 74

Human preference ELO from blind head-to-head votes

LMSYS / HuggingFace
MMLU-Pro
60.0%60th of 66

Massive Multitask Language Understanding professional benchmark

HuggingFace Leaderboard

Coding Benchmarks

LiveCodeBench
28.0%57th of 66

Live competitive programming benchmark

livecodebench.github.io
HumanEval+
74.0%57th of 66

Code generation correctness with extended tests

Papers
SWE-bench Verified
22.0%57th of 67

Real-world software engineering task resolution

swebench.com

Math Benchmarks

MATH
62.0%58th of 66

Competition mathematics problem solving

Papers
GSM8K
84.0%58th of 66

Grade school math word problems

Papers

Reasoning Benchmarks

ARC-AGI
12.0%55th of 66

Abstraction and Reasoning Corpus for general intelligence

arcprize.org
GPQA Diamond
35.0%129th of 140

Graduate-level science Q&A by domain experts

Papers
BBH
82.9%12th of 13

Big-Bench Hard — 23 challenging multi-step reasoning tasks

Google Research

Speed Benchmarks

Time to First Token
100 ms5th of 92

Latency before first token arrives

Aggregated
Output Speed
170 tok/s14th of 94

Tokens generated per second

Aggregated

Cost Benchmarks

Input Cost
$0.80285th of 413

Cost per 1M input tokens

OpenRouter API
Output Cost
$4.0294th of 413

Cost per 1M output tokens

OpenRouter API

Context Benchmarks

Context Length
200K189th of 451

Maximum context window size

OpenRouter API

Available from 3 providers

The same model costs different amounts depending on who serves it.

ProviderInput / 1MOutput / 1MCached inContextYour key
DigitalOcean$0.8$4$0.08200K—
ZenMux$0.8$4$0.08200K—
Qiniu———200K—

Claude 3.5 Haiku — Benchmark Scores Overview

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

Claude 3.5 Haiku — Frequently Asked Questions

How intelligent is Claude 3.5 Haiku?

Claude 3.5 Haiku scores 1180 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 3.5 Haiku cost?

Claude 3.5 Haiku costs $0.80 per 1M input tokens and $4.0 per 1M output tokens. This is mid-range pricing for its capability level.

How fast is Claude 3.5 Haiku?

Claude 3.5 Haiku generates output at 170 tokens per second, which is very fast compared to other models. The time to first token is 100 ms.

How good is Claude 3.5 Haiku at coding?

Claude 3.5 Haiku achieves 22.0% on SWE-bench Verified, demonstrating basic real-world software engineering capability. This benchmark tests the model's ability to resolve actual GitHub issues.

How good is Claude 3.5 Haiku at math and reasoning?

Claude 3.5 Haiku scores 62.0% on the MATH benchmark (competition-level mathematics). It also achieves 35.0% on GPQA Diamond, a graduate-level science reasoning benchmark.

What is the context window of Claude 3.5 Haiku?

Claude 3.5 Haiku 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 3.5 Haiku?

Claude 3.5 Haiku was created by Anthropic. It is classified as a budget model in our catalogue.

Is Claude 3.5 Haiku open source?

No, Claude 3.5 Haiku is a proprietary model. It is available through Anthropic's API and compatible providers.