Model Comparison

GPT-5.6 Terra vs QwQ-32B-PreviewWhich is better in 2026?

GPT-5.6 Terra significantly outperforms across most benchmarks. QwQ-32B-Preview is 34.6x cheaper per token.

Verdict: GPT-5.6 Terra vs QwQ-32B-Preview — which is better?

GPT-5.6 Terra (by OpenAI) and QwQ-32B-Preview (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 Terra outperforms in 1 benchmarks (GPQA), while QwQ-32B-Preview is better at 0 benchmarks. GPT-5.6 Terra significantly outperforms across most benchmarks.

On price, QwQ-32B-Preview 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 Terra 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 Terra if…

  • you want the strongest raw capability — it leads on 1 of 1 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 QwQ-32B-Preview 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

1 benchmarks

GPT-5.6 Terra outperforms in 1 benchmarks (GPQA), while QwQ-32B-Preview is better at 0 benchmarks.

GPT-5.6 Terra significantly outperforms across most benchmarks.

Sat Jul 18 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

QwQ-32B-Preview costs less

For input processing, GPT-5.6 Terra ($2.50/1M tokens) is 16.7x more expensive than QwQ-32B-Preview ($0.15/1M tokens).

For output processing, GPT-5.6 Terra ($15.00/1M tokens) is 75.0x more expensive than QwQ-32B-Preview ($0.20/1M tokens).

In conclusion, GPT-5.6 Terra is more expensive than QwQ-32B-Preview.*

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

Lowest available price from all providers
Sat Jul 18 2026 • llm-stats.com
OpenAI
GPT-5.6 Terra
Input tokens$2.50
Output tokens$15.00
Best providerOpenAI
Alibaba Cloud / Qwen Team
QwQ-32B-Preview
Input tokens$0.15
Output tokens$0.20
Best providerDeepinfra
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

GPT-5.6 Terra accepts 1,050,000 input tokens compared to QwQ-32B-Preview's 32,768 tokens. GPT-5.6 Terra can generate longer responses up to 128,000 tokens, while QwQ-32B-Preview is limited to 32,768 tokens.

OpenAI
GPT-5.6 Terra
Input1,050,000 tokens
Output128,000 tokens
Alibaba Cloud / Qwen Team
QwQ-32B-Preview
Input32,768 tokens
Output32,768 tokens
Sat Jul 18 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

GPT-5.6 Terra supports multimodal inputs, whereas QwQ-32B-Preview does not.

GPT-5.6 Terra can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-5.6 Terra

Text
Images
Audio
Video

QwQ-32B-Preview

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.6 Terra is licensed under a proprietary license, while QwQ-32B-Preview uses Apache 2.0.

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

GPT-5.6 Terra

Proprietary

Closed source

QwQ-32B-Preview

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-5.6 Terra was released on 2026-07-09, while QwQ-32B-Preview was released on 2024-11-28.

GPT-5.6 Terra is 20 months newer than QwQ-32B-Preview.

GPT-5.6 Terra

Jul 9, 2026

1 weeks ago

1.6yr newer
QwQ-32B-Preview

Nov 28, 2024

1.6 years ago

Knowledge Cutoff

When training data ends

GPT-5.6 Terra has a knowledge cutoff of 2026-02-16, while QwQ-32B-Preview has a cutoff of 2024-11-28.

GPT-5.6 Terra has more recent training data (up to 2026-02-16), making it potentially better informed about events through that date compared to QwQ-32B-Preview (2024-11-28).

GPT-5.6 Terra

Feb 2026

1.3 yr newer
QwQ-32B-Preview

Nov 2024

Provider Availability

GPT-5.6 Terra is available from OpenAI. QwQ-32B-Preview is available from DeepInfra, Hyperbolic, Fireworks, Together.

GPT-5.6 Terra

openai logo
OpenAI
Input Price:Input: $2.50/1MOutput Price:Output: $15.00/1M

QwQ-32B-Preview

deepinfra logo
Deepinfra
Input Price:Input: $0.15/1MOutput Price:Output: $0.60/1M
hyperbolic logo
Hyperbolic
Input Price:Input: $0.20/1MOutput Price:Output: $0.20/1M
fireworks logo
Fireworks
Input Price:Input: $0.89/1MOutput Price:Output: $0.89/1M
together logo
Together
Input Price:Input: $1.20/1MOutput Price:Output: $1.20/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

OpenAI
Larger context window (1,050,000 tokens)
Supports multimodal inputs
Higher GPQA score (92.9% vs 65.2%)
Alibaba Cloud / Qwen Team

QwQ-32B-Preview

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 Terra and QwQ-32B-Preview side-by-side, then vote on the output you prefer.

GPT-5.6 Terra
✓ Preferred
QwQ-32B-Preview
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-5.6 Terra
Alibaba Cloud / Qwen Team
QwQ-32B-Preview

FAQ

Common questions about GPT-5.6 Terra vs QwQ-32B-Preview.

Which is better, GPT-5.6 Terra or QwQ-32B-Preview?

GPT-5.6 Terra significantly outperforms across most benchmarks. GPT-5.6 Terra is made by OpenAI and QwQ-32B-Preview 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 Terra compare to QwQ-32B-Preview in benchmarks?

GPT-5.6 Terra scores Connectors: 100.0%, HealthBench Consensus: 95.1%, Search and Function-Calling: 94.6%, GPQA: 92.9%, Capture-the-Flag Challenges (Internal): 91.8%. QwQ-32B-Preview scores MATH-500: 90.6%, GPQA: 65.2%, AIME 2024: 50.0%, LiveCodeBench: 50.0%.

Is GPT-5.6 Terra cheaper than QwQ-32B-Preview?

QwQ-32B-Preview is 16.7x cheaper for input tokens. GPT-5.6 Terra costs $2.50/M input and $15.00/M output via openai. QwQ-32B-Preview costs $0.15/M input and $0.20/M output via deepinfra.

What are the context window sizes for GPT-5.6 Terra and QwQ-32B-Preview?

GPT-5.6 Terra supports 1.1M tokens and QwQ-32B-Preview supports 33K 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 Terra and QwQ-32B-Preview?

Key differences include context window (1.1M vs 33K), input pricing ($2.50 vs $0.15/M), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.6 Terra and QwQ-32B-Preview?

GPT-5.6 Terra is developed by OpenAI and QwQ-32B-Preview is developed by Alibaba Cloud / Qwen Team.

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