Model Comparison
Nova Lite vs Qwen2.5-Coder 32B InstructWhich is better in 2026?
Nova Lite significantly outperforms across most benchmarks. Qwen2.5-Coder 32B Instruct is 1.2x cheaper per token.
Verdict: Nova Lite vs Qwen2.5-Coder 32B Instruct — which is better?
Nova Lite (by Amazon) and Qwen2.5-Coder 32B Instruct (by Alibaba Cloud / Qwen Team) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.
Nova Lite outperforms in 4 benchmarks (ARC-C, GSM8k, MATH, MMLU), while Qwen2.5-Coder 32B Instruct is better at 1 benchmark (HumanEval). Nova Lite significantly outperforms across most benchmarks.
On price, Qwen2.5-Coder 32B Instruct is roughly 1.2x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.
Nova Lite also accepts a larger context window (300,000 input tokens), making it the stronger choice for long documents and large codebases.
Choose Nova Lite if…
- you want the strongest raw capability — it leads on 4 of 5 shared benchmarks
- you process long inputs — it offers a 300,000 token context window
- you want the most recent training data — it shipped Nov 2024
Choose Qwen2.5-Coder 32B Instruct if…
- cost matters — it's about 1.2x cheaper per token
- you need open weights you can self-host or fine-tune
Performance Benchmarks
Comparative analysis across standard metrics
Nova Lite outperforms in 4 benchmarks (ARC-C, GSM8k, MATH, MMLU), while Qwen2.5-Coder 32B Instruct is better at 1 benchmark (HumanEval).
Nova Lite significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, Nova Lite ($0.06/1M tokens) is 1.5x cheaper than Qwen2.5-Coder 32B Instruct ($0.09/1M tokens).
For output processing, Nova Lite ($0.24/1M tokens) is 2.7x more expensive than Qwen2.5-Coder 32B Instruct ($0.09/1M tokens).
In conclusion, Nova Lite is more expensive than Qwen2.5-Coder 32B Instruct.*
* Using a 3:1 ratio of input to output tokens
Context Window
Maximum input and output token capacity
Nova Lite accepts 300,000 input tokens compared to Qwen2.5-Coder 32B Instruct's 128,000 tokens. Qwen2.5-Coder 32B Instruct can generate longer responses up to 128,000 tokens, while Nova Lite is limited to 2,048 tokens.
Input Capabilities
Supported data types and modalities
Nova Lite supports multimodal inputs, whereas Qwen2.5-Coder 32B Instruct does not.
Nova Lite can handle both text and other forms of data like images, making it suitable for multimodal applications.
Nova Lite
Qwen2.5-Coder 32B Instruct
License
Usage and distribution terms
Nova Lite is licensed under a proprietary license, while Qwen2.5-Coder 32B Instruct uses Apache 2.0.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
Nova Lite was released on 2024-11-20, while Qwen2.5-Coder 32B Instruct was released on 2024-09-19.
Nova Lite is 2 months newer than Qwen2.5-Coder 32B Instruct.
Nov 20, 2024
1.6 years ago
2mo newerSep 19, 2024
1.8 years ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Provider Availability
Nova Lite is available from Bedrock. Qwen2.5-Coder 32B Instruct is available from Lambda, DeepInfra, Hyperbolic, Fireworks.
Nova Lite
Qwen2.5-Coder 32B Instruct
Outputs Comparison
Key Takeaways
Nova Lite
View detailsAmazon
Qwen2.5-Coder 32B Instruct
View detailsAlibaba Cloud / Qwen Team
Detailed Comparison
Interactive Arena
Judge for yourself.
Run your own prompts against Nova Lite and Qwen2.5-Coder 32B Instruct side-by-side, then vote on the output you prefer.
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FAQ
Common questions about Nova Lite vs Qwen2.5-Coder 32B Instruct.