Model Comparison

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

Anthropic

Claude 3 Sonnet

Anthropic

Claude 3 Sonnet is a multimodal language model developed by Anthropic. It achieves strong performance with an average score of 73.8% across 11 benchmarks. It excels particularly in ARC-C (93.2%), GSM8k (92.3%), HellaSwag (89.0%). The model shows particular specialization in reasoning tasks with an average performance of 91.1%. 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 Sonnet

Anthropic

2024-02-29

Alibaba

Qwen2.5-Coder 32B Instruct

Alibaba

2024-09-19

6 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3 Sonnet

Input:$3.00
Output:$15.00
Alibaba

Qwen2.5-Coder 32B Instruct

$17.82 cheaper
Input:$0.09
Output:$0.09

Performance Metrics

Context window and performance specifications

Anthropic

Claude 3 Sonnet

Larger context
Max Context:400.0K
Alibaba

Qwen2.5-Coder 32B Instruct

Max Context:256.0K
Parameters:32.0B

Average performance across 7 common benchmarks

Anthropic

Claude 3 Sonnet

+0.9%
Average Score:75.2%
Alibaba

Qwen2.5-Coder 32B Instruct

Average Score:74.3%

Performance comparison across key benchmark categories

Anthropic

Claude 3 Sonnet

reasoning
+13.0%
91.1%
math
73.0%
code
+14.8%
73.0%
general
+6.1%
67.6%
Alibaba

Qwen2.5-Coder 32B Instruct

reasoning
78.1%
math
+1.2%
74.2%
code
58.2%
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 Sonnet

3 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Bedrock

Throughput: 120 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 Sonnet

+0.9%
Avg Score:75.2%
Providers:3
Alibaba

Qwen2.5-Coder 32B Instruct

Avg Score:74.3%
Providers:4