Model Comparison

Nova Pro vs Qwen2.5 7B Instruct

Nova Pro significantly outperforms across most benchmarks. Qwen2.5 7B Instruct is 4.7x cheaper per token.

Want to compare interactively?Try the playground

Performance Benchmarks

Comparative analysis across standard metrics

5 benchmarks

Nova Pro outperforms in 5 benchmarks (GPQA, GSM8k, HumanEval, IFEval, MATH), while Qwen2.5 7B Instruct is better at 0 benchmarks.

Nova Pro significantly outperforms across most benchmarks.

Tue Apr 21 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Qwen2.5 7B Instruct costs less

For input processing, Nova Pro ($0.80/1M tokens) is 2.7x more expensive than Qwen2.5 7B Instruct ($0.30/1M tokens).

For output processing, Nova Pro ($3.20/1M tokens) is 10.7x more expensive than Qwen2.5 7B Instruct ($0.30/1M tokens).

In conclusion, Nova Pro is more expensive than Qwen2.5 7B Instruct.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Tue Apr 21 2026 • llm-stats.com
Amazon
Nova Pro
Input tokens$0.80
Output tokens$3.20
Best providerAWS Bedrock
Alibaba Cloud / Qwen Team
Qwen2.5 7B Instruct
Input tokens$0.30
Output tokens$0.30
Best providerTogether
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Nova Pro accepts 300,000 input tokens compared to Qwen2.5 7B Instruct's 131,072 tokens. Nova Pro can generate longer responses up to 300,000 tokens, while Qwen2.5 7B Instruct is limited to 8,192 tokens.

Amazon
Nova Pro
Input300,000 tokens
Output300,000 tokens
Alibaba Cloud / Qwen Team
Qwen2.5 7B Instruct
Input131,072 tokens
Output8,192 tokens
Tue Apr 21 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Nova Pro supports multimodal inputs, whereas Qwen2.5 7B Instruct does not.

Nova Pro can handle both text and other forms of data like images, making it suitable for multimodal applications.

Nova Pro

Text
Images
Audio
Video

Qwen2.5 7B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Nova Pro is licensed under a proprietary license, while Qwen2.5 7B Instruct uses Apache 2.0.

License differences may affect how you can use these models in commercial or open-source projects.

Nova Pro

Proprietary

Closed source

Qwen2.5 7B Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Nova Pro was released on 2024-11-20, while Qwen2.5 7B Instruct was released on 2024-09-19.

Nova Pro is 2 months newer than Qwen2.5 7B Instruct.

Nova Pro

Nov 20, 2024

1.4 years ago

2mo newer
Qwen2.5 7B Instruct

Sep 19, 2024

1.6 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Nova Pro is available from Bedrock. Qwen2.5 7B Instruct is available from Together.

Nova Pro

bedrock logo
AWS Bedrock
Input Price:Input: $0.80/1MOutput Price:Output: $3.20/1M

Qwen2.5 7B Instruct

together logo
Together
Input Price:Input: $0.30/1MOutput Price:Output: $0.30/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

Amazon
Larger context window (300,000 tokens)
Supports multimodal inputs
Higher GPQA score (46.9% vs 36.4%)
Higher GSM8k score (94.8% vs 91.6%)
Higher HumanEval score (89.0% vs 84.8%)
Higher IFEval score (92.1% vs 71.2%)
Higher MATH score (76.6% vs 75.5%)
Alibaba Cloud / Qwen Team

Qwen2.5 7B Instruct

View details

Alibaba Cloud / Qwen Team

Less expensive input tokens
Less expensive output tokens
Has open weights

Detailed Comparison

AI Model Comparison Table
Feature
Amazon
Nova Pro
Alibaba Cloud / Qwen Team
Qwen2.5 7B Instruct

FAQ

Common questions about Nova Pro vs Qwen2.5 7B Instruct

Nova Pro significantly outperforms across most benchmarks. Nova Pro is made by Amazon and Qwen2.5 7B Instruct is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.
Nova Pro scores ARC-C: 94.8%, GSM8k: 94.8%, DocVQA: 93.5%, IFEval: 92.1%, ChartQA: 89.2%. Qwen2.5 7B Instruct scores GSM8k: 91.6%, MT-Bench: 87.5%, HumanEval: 84.8%, MBPP: 79.2%, MATH: 75.5%.
Qwen2.5 7B Instruct is 2.7x cheaper for input tokens. Nova Pro costs $0.80/M input and $3.20/M output via bedrock. Qwen2.5 7B Instruct costs $0.30/M input and $0.30/M output via together.
Nova Pro supports 300K tokens and Qwen2.5 7B Instruct supports 131K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.
Key differences include context window (300K vs 131K), input pricing ($0.80 vs $0.30/M), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.
Nova Pro is developed by Amazon and Qwen2.5 7B Instruct is developed by Alibaba Cloud / Qwen Team.