Model Comparison

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

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.

Amazon

Nova Lite

Amazon

Nova Lite is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 70.7% across 27 benchmarks. It excels particularly in GSM8k (94.5%), ARC-C (92.4%), DocVQA (92.4%). It supports a 302K 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 Amazon's latest advancement in AI technology.

xAI

Grok-2

xAI

2024-08-13

Amazon

Nova Lite

Amazon

2024-11-20

3 months newer

Pricing Comparison

Cost per million tokens (USD)

xAI

Grok-2

Input:$2.00
Output:$10.00
Amazon

Nova Lite

$11.70 cheaper
Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

xAI

Grok-2

Max Context:136.0K
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 6 common benchmarks

xAI

Grok-2

+6.3%
Average Score:78.0%
Amazon

Nova Lite

Average Score:71.6%

Performance comparison across key benchmark categories

xAI

Grok-2

code
+0.9%
88.4%
math
72.5%
vision
+3.2%
79.8%
general
+8.1%
73.0%
Amazon

Nova Lite

code
87.5%
math
+11.3%
83.9%
vision
76.6%
general
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

xAI

Grok-2

1 providers

xAI

Throughput: 85 tok/s
Latency: 0.7ms
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
xAI

Grok-2

+6.3%
Avg Score:78.0%
Providers:1
Amazon

Nova Lite

Avg Score:71.6%
Providers:1