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Nova Pro vs Qwen2.5-Coder 7B Instruct

Nova Pro leads the LLM Stats Score 12.3 to -3.2.

Amazon · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Nova Pro leads the overall LLM Stats Score 12.3 to -3.2, ranking #258 overall.

In the 5 individual benchmarks reported for both models, Nova Pro wins 5; this is a narrower head-to-head signal than the composite indexes.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Nova Pro

  • overall performance matters — it scores 12.3 and ranks #258 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 5 of 5 exact shared results
  • you want the most recent training data — it shipped Nov 2024

Choose Qwen2.5-Coder 7B Instruct

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
12.3
#258
-3.2
#349
12.0
#253
-3.2
#341
10.1
#171
6.5
#195
Cost, coverage & limits
Benchmark wins
5 of 5
0 of 5
Input price
$0.80 / M
— / M
Output price
$3.20 / M
— / M
Context window
300,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Nova Pro
Qwen2.5-Coder 7B Instruct
18.9#172
-2.4#311
17.3#107
-5.9#218
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

27 reported for Nova Pro · 19 for Qwen2.5-Coder 7B Instruct

5 shared

Nova Pro outperforms in 5 benchmarks (ARC-C, GSM8k, HumanEval, MATH, MMLU), while Qwen2.5-Coder 7B Instruct is better at 0 benchmarks.

Nova Pro significantly outperforms across most benchmarks.

Tue Sep 22 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Nova Pro specifies input context (300,000 tokens). Only Nova Pro specifies output context (300,000 tokens).

Amazon
Nova Pro
Input300,000 tokens
Output300,000 tokens
Alibaba Cloud / Qwen Team
Qwen2.5-Coder 7B Instruct
Input- tokens
Output- tokens
Tue Sep 22 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Nova Pro supports multimodal inputs, whereas Qwen2.5-Coder 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-Coder 7B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Nova Pro is licensed under a proprietary license, while Qwen2.5-Coder 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-Coder 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-Coder 7B Instruct was released on 2024-09-19.

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

Nova Pro

Nov 20, 2024

1.8 years ago

2mo newer
Qwen2.5-Coder 7B Instruct

Sep 19, 2024

2.0 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

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Nova Pro and Qwen2.5-Coder 7B Instruct side-by-side, then vote on the output you prefer.

Nova Pro
✓ Preferred
Qwen2.5-Coder 7B Instruct
Open in Playground

FAQ

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

Which is better, Nova Pro or Qwen2.5-Coder 7B Instruct?

Nova Pro leads the LLM Stats Score 12.3 to -3.2. Nova Pro is made by Amazon and Qwen2.5-Coder 7B Instruct is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Nova Pro compare to Qwen2.5-Coder 7B Instruct in benchmarks?

Nova Pro scores ARC-C: 94.8%, GSM8k: 94.8%, DocVQA: 93.5%, IFEval: 92.1%, ChartQA: 89.2%. Qwen2.5-Coder 7B Instruct scores HumanEval: 88.4%, GSM8k: 83.9%, MBPP: 83.5%, HellaSwag: 76.8%, Winogrande: 72.9%.

What are the context window sizes for Nova Pro and Qwen2.5-Coder 7B Instruct?

Nova Pro supports 300K tokens and Qwen2.5-Coder 7B Instruct supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Nova Pro and Qwen2.5-Coder 7B Instruct?

Key differences include LLM Stats Score (12.3 vs -3.2), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Nova Pro and Qwen2.5-Coder 7B Instruct?

Nova Pro is developed by Amazon and Qwen2.5-Coder 7B Instruct is developed by Alibaba Cloud / Qwen Team.