claude-3-haiku-20240307

completions

byanthropic

claude-3-haiku-20240307

completions

Published by: anthropicProvider:

anthropic

Fastest and most compact model for near-instant responsiveness. Quick and accurate targeted performance

Released

Mar 13, 2024

Knowledge

Aug 1, 2023

License

Proprietary

Context

200K

Input

$0.25 / 1M tokens

Output

$1.25 / 1M tokens

Cached

$0.03 / 1M tokens

Cached Write

$0.31 / 1M tokens

Capabilities: tools

Accepts: text, image

Returns: text

Released Mar 13, 2024Knowledge Cutoff: Aug 1, 2023License: Proprietary

Context: 200K Input: $0.25 / 1M tokensOutput: $1.25 / 1M tokensCached: $0.03 / 1M tokensCached Write: $0.31 / 1M tokensCapabilities: toolsAccepts: text, imageReturns: text

Access claude-3-haiku-20240307 through LangDB AI Gateway

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Integrate with anthropic's claude-3-haiku-20240307 and 250+ other models through a unified API. Monitor usage, control costs, and enhance security.

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Benchmark Results for claude-3-haiku-20240307

Category Performance Scores:

Academia: Score 22.70 (Top 87% - Rank #302)
Finance: Score 16.15 (Top 91% - Rank #315)
Marketing: Score 43.65 (Top 32% - Rank #111)
Maths: Score 20.20 (Top 91% - Rank #315)
Programming: Score 17.00 (Top 78% - Rank #270)
Science: Score 33.30 (Top 85% - Rank #295)
Writing: Score 50.01 (Top 3% - Rank #11)

Overall Performance: 29.00142857142857 average score across all categories

Detailed Benchmark Scores:

Benchmark	Score	Percentile	Domain
AIME	1.00	Top 83%	Mathematics
AA Coding Index	17.00	Top 78%	Programming
AAII	12.10	Top 88%	General
AA Math Index	20.20	Top 91%	Mathematics
DROP	78.40	Top 79%	General Knowledge
GPQA	33.30	Top 85%	STEM (Physics, Chemistry, Biology)
HumanEval	75.90	Top 77%	Programming
LiveCodeBench	15.40	Top 78%	Programming
MATH-500	39.40	Top 92%	Mathematics
MMLU	75.20	Top 82%	General Knowledge
SciCode	18.60	Top 72%	Scientific

MMLU Score: 75.20 - Massive Multitask Language Understanding benchmark

HumanEval Score: 75.90 - Coding capability benchmark

GPQA Score: 33.30 - Graduate-level reasoning benchmark

Model Comparison:

Provider: anthropic

Model Type: completions

Context Size: 200000 tokens

Comparing against 346 models in the database

Category Scores

writing#6

Benchmark Tests

View Other Benchmarks

AIME

1.0

Mathematics

AA Coding Index

17.0

Programming

AAII

12.1

General

AA Math Index

20.2

Mathematics

DROP

78.4

General Knowledge

GPQA

33.3

STEM (Physics, Chemistry, Biology)

HumanEval

75.9

Programming

LiveCodeBench

15.4

Programming

MATH-500

39.4

Mathematics

MMLU

75.2

General Knowledge

SciCode

18.6

Scientific

Metric	AIME	AA Coding Index	AAII	AA Math Index	DROP	GPQA	HumanEval	LiveCodeBench	MATH-500	MMLU	SciCode
Score	1.0	17.0	12.1	20.2	78.4	33.3	75.9	15.4	39.4	75.2	18.6

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Code Examples

Integration samples and API usage

Code Samples for claude-3-haiku-20240307

Python SDK Example:

from openai import OpenAI

client = OpenAI(
    base_url="https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    api_key="<your_api_key>"
)

response = client.chat.completions.create(
    model="claude-3-haiku-20240307",
    messages=[
        {"role": "user", "content": "Hello, how are you?"}
    ]
)

print(response.choices[0].message.content)

TypeScript SDK Example:

import OpenAI from 'openai';

const client = new OpenAI({
    baseURL: "https://api.us-east-1.langdb.ai/projects/<your_project_id>",
    apiKey: "<your_api_key>"
});

const response = await client.chat.completions.create({
    model: "claude-3-haiku-20240307",
    messages: [
        { role: "user", content: "Hello, how are you?" }
    ]
});

console.log(response.choices[0].message.content);

cURL Example:

curl -X POST "https://api.us-east-1.langdb.ai/projects/<your_project_id>/v1/chat/completions" \
  -H "Authorization: Bearer <your_api_key>" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-3-haiku-20240307",
    "messages": [
        {"role": "user", "content": "Hello, how are you?"}
    ]
  }'

Model: claude-3-haiku-20240307

Provider: anthropic

API Endpoint: $https://api.us-east-1.langdb.ai

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claude-3-haiku-20240307 by anthropic - AI Model Details, Pricing, and Performance Metrics

claude-3-haiku-20240307

claude-3-haiku-20240307

Access claude-3-haiku-20240307 through LangDB AI Gateway

Category Scores

Benchmark Tests

Compare with Similar Models

Code Examples

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