Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

Anthropic

Claude 3 Haiku

Anthropic

Claude 3 Haiku is a multimodal language model developed by Anthropic. It achieves strong performance with an average score of 71.5% across 10 benchmarks. It excels particularly in ARC-C (89.2%), GSM8k (88.9%), HellaSwag (85.9%). The model shows particular specialization in reasoning tasks with an average performance of 87.5%. It supports a 400K token context window for handling large documents. The model is available through 3 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents Anthropic's latest advancement in AI technology.

Alibaba

Qwen2.5-Coder 32B Instruct

Alibaba

Qwen2.5-Coder 32B Instruct is a language model developed by Alibaba. It achieves strong performance with an average score of 64.9% across 15 benchmarks. It excels particularly in HumanEval (92.7%), GSM8k (91.1%), MBPP (90.2%). The model shows particular specialization in reasoning tasks with an average performance of 78.1%. It supports a 256K token context window for handling large documents. The model is available through 4 API providers. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2024, it represents Alibaba's latest advancement in AI technology.

Anthropic

Claude 3 Haiku

Anthropic

2024-03-13

Alibaba

Qwen2.5-Coder 32B Instruct

Alibaba

2024-09-19

6 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3 Haiku

Input:$0.25
Output:$1.25
Alibaba

Qwen2.5-Coder 32B Instruct

$1.32 cheaper
Input:$0.09
Output:$0.09

Performance Metrics

Context window and performance specifications

Anthropic

Claude 3 Haiku

Larger context
Max Context:400.0K
Alibaba

Qwen2.5-Coder 32B Instruct

Max Context:256.0K
Parameters:32.0B

Average performance across 6 common benchmarks

Anthropic

Claude 3 Haiku

Average Score:75.7%
Alibaba

Qwen2.5-Coder 32B Instruct

+2.6%
Average Score:78.3%

Performance comparison across key benchmark categories

Anthropic

Claude 3 Haiku

reasoning
+9.4%
87.5%
code
+17.7%
75.9%
math
67.6%
general
+3.6%
65.1%
Alibaba

Qwen2.5-Coder 32B Instruct

reasoning
78.1%
code
58.2%
math
+6.5%
74.2%
general
61.5%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Anthropic

Claude 3 Haiku

3 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Bedrock

Throughput: 104 tok/s
Latency: 0.5ms

Anthropic

Throughput: 100 tok/s
Latency: 0.5ms
Alibaba

Qwen2.5-Coder 32B Instruct

4 providers

Hyperbolic

Throughput: 100 tok/s
Latency: 0.5ms

DeepInfra

Throughput: 44 tok/s
Latency: 0.5ms

Fireworks

Throughput: 110 tok/s
Latency: 0.26ms

Lambda

Throughput: 42 tok/s
Latency: 0.5ms
Anthropic

Claude 3 Haiku

Avg Score:75.7%
Providers:3
Alibaba

Qwen2.5-Coder 32B Instruct

+2.6%
Avg Score:78.3%
Providers:4