Model Comparison

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

Cohere

Command R+

Cohere

Command R+ is a language model developed by Cohere. It achieves strong performance with an average score of 74.6% across 6 benchmarks. It excels particularly in HellaSwag (88.6%), Winogrande (85.4%), MMLU (75.7%). The model shows particular specialization in reasoning tasks with an average performance of 81.7%. It supports a 256K token context window for handling large documents. The model is available through 2 API providers. Released in 2024, it represents Cohere'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.

Cohere

Command R+

Cohere

2024-08-30

Amazon

Nova Lite

Amazon

2024-11-20

2 months newer

Pricing Comparison

Cost per million tokens (USD)

Cohere

Command R+

Input:$0.25
Output:$1.00
Amazon

Nova Lite

$0.95 cheaper
Input:$0.06
Output:$0.24

Performance Metrics

Context window and performance specifications

Cohere

Command R+

Max Context:256.0K
Parameters:104.0B
Amazon

Nova Lite

Larger context
Max Context:302.0K

Average performance across 3 common benchmarks

Cohere

Command R+

Average Score:72.5%
Amazon

Nova Lite

+16.7%
Average Score:89.1%

Performance comparison across key benchmark categories

Cohere

Command R+

reasoning
81.7%
math
70.7%
general
+10.8%
75.7%
Amazon

Nova Lite

reasoning
+10.7%
92.4%
math
+13.2%
83.9%
general
64.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Cohere

Command R+

2 providers

Cohere

Throughput: 59 tok/s
Latency: 0.65ms

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Amazon

Nova Lite

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Cohere

Command R+

Avg Score:72.5%
Providers:2
Amazon

Nova Lite

+16.7%
Avg Score:89.1%
Providers:1