Model Comparison

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

Nova Micro

Amazon

Nova Micro is a language model developed by Amazon. It achieves strong performance with an average score of 67.0% across 17 benchmarks. It excels particularly in GSM8k (92.3%), ARC-C (90.2%), Translation Set1→en COMET22 (88.7%). It supports a 256K token context window for handling large documents. The model is available through 1 API provider. Released in 2024, it represents Amazon's latest advancement in AI technology.

Qwen2.5-Coder 7B Instruct

Alibaba

Qwen2.5-Coder 7B Instruct is a language model developed by Alibaba. The model shows competitive results across 19 benchmarks. It excels particularly in HumanEval (88.4%), GSM8k (83.9%), MBPP (83.5%). It's licensed for commercial use, making it suitable for enterprise applications. Released in 2024, it represents Alibaba's latest advancement in AI technology.

Qwen2.5-Coder 7B Instruct

Alibaba

2024-09-19

Nova Micro

Amazon

2024-11-20

2 months newer

Performance Metrics

Context window and performance specifications

Nova Micro

Larger context

Max Context:256.0K

Qwen2.5-Coder 7B Instruct

Max Context:-

Parameters:7.0B

Average performance across 5 common benchmarks

Nova Micro

+12.6%

Average Score:82.1%

Qwen2.5-Coder 7B Instruct

Average Score:69.5%

Performance comparison across key benchmark categories

Nova Micro

reasoning

+20.0%

90.2%

code

+26.9%

84.2%

math

+15.6%

80.8%

general

+7.7%

60.0%

Qwen2.5-Coder 7B Instruct

reasoning

70.2%

code

57.3%

math

65.3%

general

52.3%

Benchmark Scores - Detailed View

Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Nova Micro

1 providers

Bedrock

Throughput: 100 tok/s

Latency: 0.5ms

Qwen2.5-Coder 7B Instruct

0 providers

Nova Micro

+12.6%

Avg Score:82.1%

Providers:1

Qwen2.5-Coder 7B Instruct

Avg Score:69.5%

Providers:0