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.

xAI

Grok-2

xAI

Grok-2 is a multimodal language model developed by xAI. It achieves strong performance with an average score of 76.5% across 8 benchmarks. It excels particularly in DocVQA (93.6%), HumanEval (88.4%), MMLU (87.5%). It supports a 136K token context window for handling large documents. The model is available through 1 API provider. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2024, it represents xAI's latest advancement in AI technology.

Anthropic

Claude 3 Sonnet

Anthropic

2024-02-29

xAI

Grok-2

xAI

2024-08-13

5 months newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude 3 Sonnet

Input:$3.00
Output:$15.00
xAI

Grok-2

$6.00 cheaper
Input:$2.00
Output:$10.00

Performance Metrics

Context window and performance specifications

Anthropic

Claude 3 Sonnet

Larger context
Max Context:400.0K
xAI

Grok-2

Max Context:136.0K

Average performance across 5 common benchmarks

Anthropic

Claude 3 Sonnet

Average Score:58.5%
xAI

Grok-2

+18.2%
Average Score:76.7%

Performance comparison across key benchmark categories

Anthropic

Claude 3 Sonnet

code
73.0%
general
67.6%
math
+0.4%
73.0%
xAI

Grok-2

code
+15.4%
88.4%
general
+5.4%
73.0%
math
72.5%
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
xAI

Grok-2

1 providers

xAI

Throughput: 85 tok/s
Latency: 0.7ms
Anthropic

Claude 3 Sonnet

Avg Score:58.5%
Providers:3
xAI

Grok-2

+18.2%
Avg Score:76.7%
Providers:1