Model Comparison

GPT-5.6 Sol vs Phi-4-multimodal-instructWhich is better in 2026?

GPT-5.6 Sol significantly outperforms across most benchmarks. Phi-4-multimodal-instruct is 180.0x cheaper per token.

Verdict: GPT-5.6 Sol vs Phi-4-multimodal-instruct — which is better?

GPT-5.6 Sol (by OpenAI) and Phi-4-multimodal-instruct (by Microsoft) 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 (MMMU-Pro), while Phi-4-multimodal-instruct is better at 0 benchmarks. GPT-5.6 Sol significantly outperforms across most benchmarks.

On price, Phi-4-multimodal-instruct is roughly 180.0x 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 Phi-4-multimodal-instruct if…

  • cost matters — it's about 180.0x 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 (MMMU-Pro), while Phi-4-multimodal-instruct is better at 0 benchmarks.

GPT-5.6 Sol significantly outperforms across most benchmarks.

Sun Jul 19 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Phi-4-multimodal-instruct costs less

For input processing, GPT-5.6 Sol ($5.00/1M tokens) is 100.0x more expensive than Phi-4-multimodal-instruct ($0.05/1M tokens).

For output processing, GPT-5.6 Sol ($30.00/1M tokens) is 300.0x more expensive than Phi-4-multimodal-instruct ($0.10/1M tokens).

In conclusion, GPT-5.6 Sol is more expensive than Phi-4-multimodal-instruct.*

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

Lowest available price from all providers
Sun Jul 19 2026 • llm-stats.com
OpenAI
GPT-5.6 Sol
Input tokens$5.00
Output tokens$30.00
Best providerOpenAI
Microsoft
Phi-4-multimodal-instruct
Input tokens$0.05
Output tokens$0.10
Best providerDeepinfra
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 Phi-4-multimodal-instruct's 128,000 tokens. Both models can generate responses up to 128,000 tokens.

OpenAI
GPT-5.6 Sol
Input1,050,000 tokens
Output128,000 tokens
Microsoft
Phi-4-multimodal-instruct
Input128,000 tokens
Output128,000 tokens
Sun Jul 19 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-5.6 Sol and Phi-4-multimodal-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

Phi-4-multimodal-instruct

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.6 Sol is licensed under a proprietary license, while Phi-4-multimodal-instruct uses MIT.

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

GPT-5.6 Sol

Proprietary

Closed source

Phi-4-multimodal-instruct

MIT

Open weights

Release Timeline

When each model was launched

GPT-5.6 Sol was released on 2026-07-09, while Phi-4-multimodal-instruct was released on 2025-02-01.

GPT-5.6 Sol is 17 months newer than Phi-4-multimodal-instruct.

GPT-5.6 Sol

Jul 9, 2026

1 weeks ago

1.4yr newer
Phi-4-multimodal-instruct

Feb 1, 2025

1.5 years ago

Knowledge Cutoff

When training data ends

GPT-5.6 Sol has a knowledge cutoff of 2026-02-16, while Phi-4-multimodal-instruct has a cutoff of 2024-06-01.

GPT-5.6 Sol has more recent training data (up to 2026-02-16), making it potentially better informed about events through that date compared to Phi-4-multimodal-instruct (2024-06-01).

GPT-5.6 Sol

Feb 2026

1.7 yr newer
Phi-4-multimodal-instruct

Jun 2024

Provider Availability

GPT-5.6 Sol is available from OpenAI. Phi-4-multimodal-instruct is available from DeepInfra.

GPT-5.6 Sol

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

Phi-4-multimodal-instruct

deepinfra logo
Deepinfra
Input Price:Input: $0.05/1MOutput Price:Output: $0.10/1M
* 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 MMMU-Pro score (83.0% vs 38.5%)
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 Phi-4-multimodal-instruct side-by-side, then vote on the output you prefer.

GPT-5.6 Sol
✓ Preferred
Phi-4-multimodal-instruct
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-5.6 Sol
Microsoft
Phi-4-multimodal-instruct

FAQ

Common questions about GPT-5.6 Sol vs Phi-4-multimodal-instruct.

Which is better, GPT-5.6 Sol or Phi-4-multimodal-instruct?

GPT-5.6 Sol significantly outperforms across most benchmarks. GPT-5.6 Sol is made by OpenAI and Phi-4-multimodal-instruct is made by Microsoft. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does GPT-5.6 Sol compare to Phi-4-multimodal-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%. Phi-4-multimodal-instruct scores ScienceQA Visual: 97.5%, DocVQA: 93.2%, MMBench: 86.7%, POPE: 85.6%, OCRBench: 84.4%.

Is GPT-5.6 Sol cheaper than Phi-4-multimodal-instruct?

Phi-4-multimodal-instruct is 100.0x cheaper for input tokens. GPT-5.6 Sol costs $5.00/M input and $30.00/M output via openai. Phi-4-multimodal-instruct costs $0.05/M input and $0.10/M output via deepinfra.

What are the context window sizes for GPT-5.6 Sol and Phi-4-multimodal-instruct?

GPT-5.6 Sol supports 1.1M tokens and Phi-4-multimodal-instruct supports 128K 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 Phi-4-multimodal-instruct?

Key differences include context window (1.1M vs 128K), input pricing ($5.00 vs $0.05/M), licensing (Proprietary vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.6 Sol and Phi-4-multimodal-instruct?

GPT-5.6 Sol is developed by OpenAI and Phi-4-multimodal-instruct is developed by Microsoft.