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.

Alibaba

Qwen3 235B A22B

Alibaba

Qwen3 235B A22B is a language model developed by Alibaba. It achieves strong performance with an average score of 76.2% across 23 benchmarks. It excels particularly in Arena Hard (95.6%), GSM8k (94.4%), BBH (88.9%). The model shows particular specialization in math tasks with an average performance of 83.3%. 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 2025, it represents Alibaba's latest advancement in AI technology.

Cohere

Command R+

Cohere

2024-08-30

Alibaba

Qwen3 235B A22B

Alibaba

2025-04-29

8 months newer

Pricing Comparison

Cost per million tokens (USD)

Cohere

Command R+

Input:$0.25
Output:$1.00
Alibaba

Qwen3 235B A22B

$1.05 cheaper
Input:$0.10
Output:$0.10

Performance Metrics

Context window and performance specifications

Cohere

Command R+

Max Context:256.0K
Parameters:104.0B
Alibaba

Qwen3 235B A22B

Max Context:256.0K
Parameters:235.0B

Average performance across 2 common benchmarks

Cohere

Command R+

Average Score:73.2%
Alibaba

Qwen3 235B A22B

+17.9%
Average Score:91.1%

Performance comparison across key benchmark categories

Cohere

Command R+

math
70.7%
general
+0.9%
75.7%
Alibaba

Qwen3 235B A22B

math
+12.6%
83.3%
general
74.8%
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
Alibaba

Qwen3 235B A22B

4 providers

Together

Throughput: 23.74 tok/s
Latency: 0.79ms

DeepInfra

Throughput: 21.74 tok/s
Latency: 1.23ms

Fireworks

Throughput: 68.17 tok/s
Latency: 0.78ms

Novita

Throughput: 38.51 tok/s
Latency: 1.02ms
Cohere

Command R+

Avg Score:73.2%
Providers:2
Alibaba

Qwen3 235B A22B

+17.9%
Avg Score:91.1%
Providers:4