Nova 2 Pro vs Qwen3 VL 235B A22B Instruct
Nova 2 Pro leads the LLM Stats Score 31.0 to 24.8.
Amazon · Alibaba Cloud / Qwen Team · Updated for 2026
Which is better?
Nova 2 Pro leads the overall LLM Stats Score 31.0 to 24.8, ranking #107 overall.
In the 4 individual benchmarks reported for both models, Qwen3 VL 235B A22B Instruct wins 3; 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 2 Pro
- overall performance matters — it scores 31.0 and ranks #107 on LLM Stats
- your work emphasizes reasoning — it leads those capability indexes
- you want the most recent training data — it shipped Dec 2025
Choose Qwen3 VL 235B A22B Instruct
- you value its reported benchmark strengths — it wins 3 of 4 exact shared results
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Capability indexes
Additional strengths measured across groups of related public benchmarks
Individual benchmarks
18 reported for Nova 2 Pro · 50 for Qwen3 VL 235B A22B Instruct
Nova 2 Pro outperforms in 1 benchmarks (AIME 2025), while Qwen3 VL 235B A22B Instruct is better at 3 benchmarks (MMLU-Pro, MMMU-Pro, ScreenSpot).
Qwen3 VL 235B A22B Instruct shows notably better performance in the majority of benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Context Window
Maximum input and output token capacity
Only Qwen3 VL 235B A22B Instruct specifies input context (262,144 tokens). Only Qwen3 VL 235B A22B Instruct specifies output context (262,144 tokens).
Input capabilities
Documented input modalities across available providers
Both Nova 2 Pro and Qwen3 VL 235B A22B Instruct support multimodal inputs.
They are both capable of processing various types of data, offering versatility in application.
Nova 2 Pro
Qwen3 VL 235B A22B Instruct
License
Usage and distribution terms
Nova 2 Pro is licensed under a proprietary license, while Qwen3 VL 235B A22B 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 2 Pro was released on 2025-12-02, while Qwen3 VL 235B A22B Instruct was released on 2025-09-22.
Nova 2 Pro is 2 months newer than Qwen3 VL 235B A22B Instruct.
Dec 2, 2025
9 months ago
2mo newerSep 22, 2025
11 months ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Outputs Comparison
Judge for yourself.
Run your own prompts against Nova 2 Pro and Qwen3 VL 235B A22B Instruct side-by-side, then vote on the output you prefer.
FAQ
Common questions about Nova 2 Pro vs Qwen3 VL 235B A22B Instruct.