Model Comparison

DeepSeek-V3.2-Speciale vs GPT-5.6 SolWhich is better in 2026?

GPT-5.6 Sol significantly outperforms across most benchmarks. DeepSeek-V3.2-Speciale is 35.7x cheaper per token.

Verdict: DeepSeek-V3.2-Speciale vs GPT-5.6 Sol — which is better?

DeepSeek-V3.2-Speciale (by DeepSeek) and GPT-5.6 Sol (by OpenAI) 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.

DeepSeek-V3.2-Speciale outperforms in 0 benchmarks, while GPT-5.6 Sol is better at 1 benchmark (Toolathlon). GPT-5.6 Sol significantly outperforms across most benchmarks.

On price, DeepSeek-V3.2-Speciale is roughly 35.7x 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 DeepSeek-V3.2-Speciale if…

  • cost matters — it's about 35.7x cheaper per token
  • you need open weights you can self-host or fine-tune

Choose GPT-5.6 Sol 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

Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

DeepSeek-V3.2-Speciale outperforms in 0 benchmarks, while GPT-5.6 Sol is better at 1 benchmark (Toolathlon).

GPT-5.6 Sol significantly outperforms across most benchmarks.

Tue Jul 21 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

DeepSeek-V3.2-Speciale costs less

For input processing, DeepSeek-V3.2-Speciale ($0.28/1M tokens) is 17.9x cheaper than GPT-5.6 Sol ($5.00/1M tokens).

For output processing, DeepSeek-V3.2-Speciale ($0.42/1M tokens) is 71.4x cheaper than GPT-5.6 Sol ($30.00/1M tokens).

In conclusion, GPT-5.6 Sol is more expensive than DeepSeek-V3.2-Speciale.*

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

Lowest available price from all providers
Tue Jul 21 2026 • llm-stats.com
DeepSeek
DeepSeek-V3.2-Speciale
Input tokens$0.28
Output tokens$0.42
Best providerDeepSeek
OpenAI
GPT-5.6 Sol
Input tokens$5.00
Output tokens$30.00
Best providerOpenAI
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 DeepSeek-V3.2-Speciale's 131,072 tokens. DeepSeek-V3.2-Speciale can generate longer responses up to 131,072 tokens, while GPT-5.6 Sol is limited to 128,000 tokens.

DeepSeek
DeepSeek-V3.2-Speciale
Input131,072 tokens
Output131,072 tokens
OpenAI
GPT-5.6 Sol
Input1,050,000 tokens
Output128,000 tokens
Tue Jul 21 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

GPT-5.6 Sol supports multimodal inputs, whereas DeepSeek-V3.2-Speciale does not.

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

DeepSeek-V3.2-Speciale

Text
Images
Audio
Video

GPT-5.6 Sol

Text
Images
Audio
Video

License

Usage and distribution terms

DeepSeek-V3.2-Speciale is licensed under MIT, while GPT-5.6 Sol uses a proprietary license.

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

DeepSeek-V3.2-Speciale

MIT

Open weights

GPT-5.6 Sol

Proprietary

Closed source

Release Timeline

When each model was launched

DeepSeek-V3.2-Speciale was released on 2025-12-01, while GPT-5.6 Sol was released on 2026-07-09.

GPT-5.6 Sol is 7 months newer than DeepSeek-V3.2-Speciale.

DeepSeek-V3.2-Speciale

Dec 1, 2025

7 months ago

GPT-5.6 Sol

Jul 9, 2026

1 weeks ago

7mo newer

Knowledge Cutoff

When training data ends

GPT-5.6 Sol has a documented knowledge cutoff of 2026-02-16, while DeepSeek-V3.2-Speciale'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 DeepSeek-V3.2-Speciale's cutoff date.

DeepSeek-V3.2-Speciale

GPT-5.6 Sol

Feb 2026

Provider Availability

DeepSeek-V3.2-Speciale is available from DeepSeek. GPT-5.6 Sol is available from OpenAI.

DeepSeek-V3.2-Speciale

deepseek logo
DeepSeek
Input Price:Input: $0.28/1MOutput Price:Output: $0.42/1M

GPT-5.6 Sol

openai logo
OpenAI
Input Price:Input: $5.00/1MOutput Price:Output: $30.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Key Takeaways

Less expensive input tokens
Less expensive output tokens
Has open weights
Larger context window (1,050,000 tokens)
Supports multimodal inputs
Higher Toolathlon score (58.0% vs 35.2%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against DeepSeek-V3.2-Speciale and GPT-5.6 Sol side-by-side, then vote on the output you prefer.

DeepSeek-V3.2-Speciale
✓ Preferred
GPT-5.6 Sol
Open in Playground
AI Model Comparison Table
Feature
DeepSeek
DeepSeek-V3.2-Speciale
OpenAI
GPT-5.6 Sol

FAQ

Common questions about DeepSeek-V3.2-Speciale vs GPT-5.6 Sol.

Which is better, DeepSeek-V3.2-Speciale or GPT-5.6 Sol?

GPT-5.6 Sol significantly outperforms across most benchmarks. DeepSeek-V3.2-Speciale is made by DeepSeek and GPT-5.6 Sol is made by OpenAI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does DeepSeek-V3.2-Speciale compare to GPT-5.6 Sol in benchmarks?

DeepSeek-V3.2-Speciale scores HMMT 2025: 99.2%, AIME 2025: 96.0%, CodeForces: 90.0%, t2-bench: 80.3%, SWE-Bench Verified: 73.1%. 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%.

Is DeepSeek-V3.2-Speciale cheaper than GPT-5.6 Sol?

DeepSeek-V3.2-Speciale is 17.9x cheaper for input tokens. DeepSeek-V3.2-Speciale costs $0.28/M input and $0.42/M output via deepseek. GPT-5.6 Sol costs $5.00/M input and $30.00/M output via openai.

What are the context window sizes for DeepSeek-V3.2-Speciale and GPT-5.6 Sol?

DeepSeek-V3.2-Speciale supports 131K tokens and GPT-5.6 Sol supports 1.1M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between DeepSeek-V3.2-Speciale and GPT-5.6 Sol?

Key differences include context window (131K vs 1.1M), input pricing ($0.28 vs $5.00/M), multimodal support (no vs yes), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes DeepSeek-V3.2-Speciale and GPT-5.6 Sol?

DeepSeek-V3.2-Speciale is developed by DeepSeek and GPT-5.6 Sol is developed by OpenAI.