Model Comparison

GPT-5.6 Sol vs GPT OSS 120B HighWhich is better in 2026?

GPT-5.6 Sol significantly outperforms across most benchmarks. GPT OSS 120B High is 56.3x cheaper per token.

Verdict: GPT-5.6 Sol vs GPT OSS 120B High — which is better?

GPT-5.6 Sol (by OpenAI) and GPT OSS 120B High (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.

GPT-5.6 Sol outperforms in 1 benchmarks (GPQA), while GPT OSS 120B High is better at 0 benchmarks. GPT-5.6 Sol significantly outperforms across most benchmarks.

On price, GPT OSS 120B High is roughly 56.3x 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 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 GPT OSS 120B High if…

  • cost matters — it's about 56.3x 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 Sol outperforms in 1 benchmarks (GPQA), while GPT OSS 120B High is better at 0 benchmarks.

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

GPT OSS 120B High costs less

For input processing, GPT-5.6 Sol ($5.00/1M tokens) is 50.0x more expensive than GPT OSS 120B High ($0.10/1M tokens).

For output processing, GPT-5.6 Sol ($30.00/1M tokens) is 60.0x more expensive than GPT OSS 120B High ($0.50/1M tokens).

In conclusion, GPT-5.6 Sol is more expensive than GPT OSS 120B High.*

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

Lowest available price from all providers
Tue Jul 21 2026 • llm-stats.com
OpenAI
GPT-5.6 Sol
Input tokens$5.00
Output tokens$30.00
Best providerOpenAI
OpenAI
GPT OSS 120B High
Input tokens$0.10
Output tokens$0.50
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 GPT OSS 120B High's 131,072 tokens. GPT OSS 120B High can generate longer responses up to 131,072 tokens, while GPT-5.6 Sol is limited to 128,000 tokens.

OpenAI
GPT-5.6 Sol
Input1,050,000 tokens
Output128,000 tokens
OpenAI
GPT OSS 120B High
Input131,072 tokens
Output131,072 tokens
Tue Jul 21 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

GPT-5.6 Sol supports multimodal inputs, whereas GPT OSS 120B High does not.

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

GPT-5.6 Sol

Text
Images
Audio
Video

GPT OSS 120B High

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.6 Sol is licensed under a proprietary license, while GPT OSS 120B High 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

GPT OSS 120B High

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-5.6 Sol was released on 2026-07-09, while GPT OSS 120B High was released on 2025-08-05.

GPT-5.6 Sol is 11 months newer than GPT OSS 120B High.

GPT-5.6 Sol

Jul 9, 2026

1 weeks ago

11mo newer
GPT OSS 120B High

Aug 5, 2025

11 months ago

Knowledge Cutoff

When training data ends

GPT-5.6 Sol has a documented knowledge cutoff of 2026-02-16, while GPT OSS 120B High'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 GPT OSS 120B High's cutoff date.

GPT-5.6 Sol

Feb 2026

GPT OSS 120B High

Provider Availability

GPT-5.6 Sol is available from OpenAI. GPT OSS 120B High is available from OpenAI, Fireworks.

GPT-5.6 Sol

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

GPT OSS 120B High

openai logo
OpenAI
Input Price:Input: $0.10/1MOutput Price:Output: $0.50/1M
fireworks logo
Fireworks
Input Price:Input: $0.15/1MOutput Price:Output: $0.60/1M
* 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)
Supports multimodal inputs
Higher GPQA score (94.6% vs 80.9%)
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 GPT OSS 120B High side-by-side, then vote on the output you prefer.

GPT-5.6 Sol
✓ Preferred
GPT OSS 120B High
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-5.6 Sol
OpenAI
GPT OSS 120B High

FAQ

Common questions about GPT-5.6 Sol vs GPT OSS 120B High.

Which is better, GPT-5.6 Sol or GPT OSS 120B High?

GPT-5.6 Sol significantly outperforms across most benchmarks. GPT-5.6 Sol is made by OpenAI and GPT OSS 120B High is made by OpenAI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GPT-5.6 Sol compare to GPT OSS 120B High 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%. GPT OSS 120B High scores AIME 2025: 92.5%, MMMLU: 83.8%, LiveCodeBench v6: 81.9%, GPQA: 80.9%, MMLU-Pro: 80.7%.

Is GPT-5.6 Sol cheaper than GPT OSS 120B High?

GPT OSS 120B High is 50.0x cheaper for input tokens. GPT-5.6 Sol costs $5.00/M input and $30.00/M output via openai. GPT OSS 120B High costs $0.10/M input and $0.50/M output via openai.

What are the context window sizes for GPT-5.6 Sol and GPT OSS 120B High?

GPT-5.6 Sol supports 1.1M tokens and GPT OSS 120B High 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 GPT OSS 120B High?

Key differences include context window (1.1M vs 131K), input pricing ($5.00 vs $0.10/M), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.