Model Comparison

GPT-5.6 Sol vs Qwen3 VL 30B A3B InstructWhich is better in 2026?

GPT-5.6 Sol significantly outperforms across most benchmarks. Qwen3 VL 30B A3B Instruct is 34.6x cheaper per token.

Verdict: GPT-5.6 Sol vs Qwen3 VL 30B A3B Instruct — which is better?

GPT-5.6 Sol (by OpenAI) and Qwen3 VL 30B A3B 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.

GPT-5.6 Sol outperforms in 2 benchmarks (GPQA, MMMU-Pro), while Qwen3 VL 30B A3B Instruct is better at 0 benchmarks. GPT-5.6 Sol significantly outperforms across most benchmarks.

On price, Qwen3 VL 30B A3B Instruct is roughly 34.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5.6 Sol also accepts a larger context window (1,050,000 input tokens), making it the stronger choice for long documents and large codebases.

Choose GPT-5.6 Sol if…

  • you want the strongest raw capability — it leads on 2 of 2 shared benchmarks
  • you process long inputs — it offers a 1,050,000 token context window
  • you want the most recent training data — it shipped Jul 2026

Choose Qwen3 VL 30B A3B Instruct if…

  • cost matters — it's about 34.6x cheaper per token
  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

2 benchmarks

GPT-5.6 Sol outperforms in 2 benchmarks (GPQA, MMMU-Pro), while Qwen3 VL 30B A3B Instruct is better at 0 benchmarks.

GPT-5.6 Sol significantly outperforms across most benchmarks.

Sun Jul 26 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Qwen3 VL 30B A3B Instruct costs less

For input processing, GPT-5.6 Sol ($5.00/1M tokens) is 25.0x more expensive than Qwen3 VL 30B A3B Instruct ($0.20/1M tokens).

For output processing, GPT-5.6 Sol ($30.00/1M tokens) is 42.9x more expensive than Qwen3 VL 30B A3B Instruct ($0.70/1M tokens).

In conclusion, GPT-5.6 Sol is more expensive than Qwen3 VL 30B A3B Instruct.*

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

Lowest available price from all providers
Sun Jul 26 2026 • llm-stats.com
OpenAI
GPT-5.6 Sol
Input tokens$5.00
Output tokens$30.00
Best providerOpenAI
Alibaba Cloud / Qwen Team
Qwen3 VL 30B A3B Instruct
Input tokens$0.20
Output tokens$0.70
Best providerNovita
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5.6 Sol accepts 1,050,000 input tokens compared to Qwen3 VL 30B A3B Instruct's 131,072 tokens. GPT-5.6 Sol can generate longer responses up to 128,000 tokens, while Qwen3 VL 30B A3B Instruct is limited to 32,768 tokens.

OpenAI
GPT-5.6 Sol
Input1,050,000 tokens
Output128,000 tokens
Alibaba Cloud / Qwen Team
Qwen3 VL 30B A3B Instruct
Input131,072 tokens
Output32,768 tokens
Sun Jul 26 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-5.6 Sol and Qwen3 VL 30B A3B Instruct support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

GPT-5.6 Sol

Text
Images
Audio
Video

Qwen3 VL 30B A3B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.6 Sol is licensed under a proprietary license, while Qwen3 VL 30B A3B Instruct uses Apache 2.0.

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

GPT-5.6 Sol

Proprietary

Closed source

Qwen3 VL 30B A3B Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-5.6 Sol was released on 2026-07-09, while Qwen3 VL 30B A3B Instruct was released on 2025-09-22.

GPT-5.6 Sol is 10 months newer than Qwen3 VL 30B A3B Instruct.

GPT-5.6 Sol

Jul 9, 2026

2 weeks ago

9mo newer
Qwen3 VL 30B A3B Instruct

Sep 22, 2025

10 months ago

Knowledge Cutoff

When training data ends

GPT-5.6 Sol has a documented knowledge cutoff of 2026-02-16, while Qwen3 VL 30B A3B Instruct's cutoff date is not specified.

We can confirm GPT-5.6 Sol's training data extends to 2026-02-16, but cannot make a direct comparison without Qwen3 VL 30B A3B Instruct's cutoff date.

GPT-5.6 Sol

Feb 2026

Qwen3 VL 30B A3B Instruct

Provider Availability

GPT-5.6 Sol is available from OpenAI. Qwen3 VL 30B A3B Instruct is available from Novita, DeepInfra.

GPT-5.6 Sol

openai logo
OpenAI
Input Price:Input: $5.00/1MOutput Price:Output: $30.00/1M

Qwen3 VL 30B A3B Instruct

novita logo
Novita
Input Price:Input: $0.20/1MOutput Price:Output: $0.70/1M
deepinfra logo
Deepinfra
Input Price:Input: $0.29/1MOutput Price:Output: $0.99/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Key Takeaways

Larger context window (1,050,000 tokens)
Higher GPQA score (94.6% vs 70.4%)
Higher MMMU-Pro score (83.0% vs 60.4%)
Alibaba Cloud / Qwen Team

Qwen3 VL 30B A3B Instruct

View details

Alibaba Cloud / Qwen Team

Less expensive input tokens
Less expensive output tokens
Has open weights

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against GPT-5.6 Sol and Qwen3 VL 30B A3B Instruct side-by-side, then vote on the output you prefer.

GPT-5.6 Sol
✓ Preferred
Qwen3 VL 30B A3B Instruct
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-5.6 Sol
Alibaba Cloud / Qwen Team
Qwen3 VL 30B A3B Instruct

FAQ

Common questions about GPT-5.6 Sol vs Qwen3 VL 30B A3B Instruct.

Which is better, GPT-5.6 Sol or Qwen3 VL 30B A3B Instruct?

GPT-5.6 Sol significantly outperforms across most benchmarks. GPT-5.6 Sol is made by OpenAI and Qwen3 VL 30B A3B Instruct is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GPT-5.6 Sol compare to Qwen3 VL 30B A3B Instruct in benchmarks?

GPT-5.6 Sol scores Connectors: 100.0%, Capture-the-Flag Challenges (Internal): 96.7%, HealthBench Consensus: 95.5%, GPQA: 94.6%, MRCR v2 (8-needle): 91.5%. Qwen3 VL 30B A3B Instruct scores DocVQAtest: 95.0%, ScreenSpot: 94.7%, OCRBench: 90.3%, MMLU-Redux: 88.4%, MMBench-V1.1: 87.0%.

Is GPT-5.6 Sol cheaper than Qwen3 VL 30B A3B Instruct?

Qwen3 VL 30B A3B Instruct is 25.0x cheaper for input tokens. GPT-5.6 Sol costs $5.00/M input and $30.00/M output via openai. Qwen3 VL 30B A3B Instruct costs $0.20/M input and $0.70/M output via novita.

What are the context window sizes for GPT-5.6 Sol and Qwen3 VL 30B A3B Instruct?

GPT-5.6 Sol supports 1.1M tokens and Qwen3 VL 30B A3B Instruct supports 131K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-5.6 Sol and Qwen3 VL 30B A3B Instruct?

Key differences include context window (1.1M vs 131K), input pricing ($5.00 vs $0.20/M), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.6 Sol and Qwen3 VL 30B A3B Instruct?

GPT-5.6 Sol is developed by OpenAI and Qwen3 VL 30B A3B Instruct is developed by Alibaba Cloud / Qwen Team.