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 Pro

Amazon

Nova Pro is a multimodal language model developed by Amazon. It achieves strong performance with an average score of 73.2% across 27 benchmarks. It excels particularly in ARC-C (94.8%), GSM8k (94.8%), DocVQA (93.5%). It supports a 600K 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 Pro

Amazon

2024-11-20

2 months newer

Pricing Comparison

Cost per million tokens (USD)

Cohere

Command R+

$2.75 cheaper
Input:$0.25
Output:$1.00
Amazon

Nova Pro

Input:$0.80
Output:$3.20

Performance Metrics

Context window and performance specifications

Cohere

Command R+

Max Context:256.0K
Parameters:104.0B
Amazon

Nova Pro

Larger context
Max Context:600.0K

Average performance across 3 common benchmarks

Cohere

Command R+

Average Score:72.5%
Amazon

Nova Pro

+19.4%
Average Score:91.8%

Performance comparison across key benchmark categories

Cohere

Command R+

reasoning
81.7%
math
70.7%
general
+8.3%
75.7%
Amazon

Nova Pro

reasoning
+13.1%
94.8%
math
+15.0%
85.7%
general
67.4%
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 Pro

1 providers

Bedrock

Throughput: 100 tok/s
Latency: 0.5ms
Cohere

Command R+

Avg Score:72.5%
Providers:2
Amazon

Nova Pro

+19.4%
Avg Score:91.8%
Providers:1