Model Comparison

GPT-4.5 vs GPT-5.6 SolWhich is better in 2026?

GPT-5.6 Sol significantly outperforms across most benchmarks. GPT-5.6 Sol is 8.3x cheaper per token.

Verdict: GPT-4.5 vs GPT-5.6 Sol — which is better?

GPT-4.5 (by OpenAI) 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.

GPT-4.5 outperforms in 0 benchmarks, while GPT-5.6 Sol is better at 1 benchmark (GPQA). GPT-5.6 Sol significantly outperforms across most benchmarks.

On price, GPT-5.6 Sol is roughly 8.3x 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-4.5 if…

  • you want predictable pricing at $75.00/M input and $150.00/M output

Choose GPT-5.6 Sol if…

  • you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
  • cost matters — it's about 8.3x cheaper per token
  • 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

GPT-4.5 outperforms in 0 benchmarks, while GPT-5.6 Sol is better at 1 benchmark (GPQA).

GPT-5.6 Sol significantly outperforms across most benchmarks.

Sat Jul 18 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

GPT-5.6 Sol costs less

For input processing, GPT-4.5 ($75.00/1M tokens) is 15.0x more expensive than GPT-5.6 Sol ($5.00/1M tokens).

For output processing, GPT-4.5 ($150.00/1M tokens) is 5.0x more expensive than GPT-5.6 Sol ($30.00/1M tokens).

In conclusion, GPT-4.5 is more expensive than GPT-5.6 Sol.*

* 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-4.5
Input tokens$75.00
Output tokens$150.00
Best providerOpenAI
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 GPT-4.5's 128,000 tokens. GPT-5.6 Sol can generate longer responses up to 128,000 tokens, while GPT-4.5 is limited to 4,096 tokens.

OpenAI
GPT-4.5
Input128,000 tokens
Output4,096 tokens
OpenAI
GPT-5.6 Sol
Input1,050,000 tokens
Output128,000 tokens
Sat Jul 18 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both GPT-4.5 and GPT-5.6 Sol support multimodal inputs.

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

GPT-4.5

Text
Images
Audio
Video

GPT-5.6 Sol

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

GPT-4.5

Proprietary

Closed source

GPT-5.6 Sol

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-4.5 was released on 2025-02-27, while GPT-5.6 Sol was released on 2026-07-09.

GPT-5.6 Sol is 17 months newer than GPT-4.5.

GPT-4.5

Feb 27, 2025

1.4 years ago

GPT-5.6 Sol

Jul 9, 2026

1 weeks ago

1.4yr newer

Knowledge Cutoff

When training data ends

GPT-5.6 Sol has a documented knowledge cutoff of 2026-02-16, while GPT-4.5'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-4.5's cutoff date.

GPT-4.5

—

GPT-5.6 Sol

Feb 2026

Provider Availability

GPT-4.5 is available from OpenAI. GPT-5.6 Sol is available from OpenAI.

GPT-4.5

openai logo
OpenAI
Input Price:Input: $75.00/1MOutput Price:Output: $150.00/1M

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

OpenAI

No standout differentiators in the data we have for this pair.

OpenAI
Larger context window (1,050,000 tokens)
Less expensive input tokens
Less expensive output tokens
Higher GPQA score (94.6% vs 69.5%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against GPT-4.5 and GPT-5.6 Sol side-by-side, then vote on the output you prefer.

GPT-4.5
✓ Preferred
GPT-5.6 Sol
Open in Playground
AI Model Comparison Table
Feature
OpenAI
GPT-4.5
OpenAI
GPT-5.6 Sol

FAQ

Common questions about GPT-4.5 vs GPT-5.6 Sol.

Which is better, GPT-4.5 or GPT-5.6 Sol?

GPT-5.6 Sol significantly outperforms across most benchmarks. GPT-4.5 is made by OpenAI 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 GPT-4.5 compare to GPT-5.6 Sol in benchmarks?

GPT-4.5 scores GSM8k: 97.0%, MMLU: 90.8%, CharXiv-D: 90.0%, IFEval: 88.2%, HumanEval: 88.0%. 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 GPT-4.5 cheaper than GPT-5.6 Sol?

GPT-5.6 Sol is 15.0x cheaper for input tokens. GPT-4.5 costs $75.00/M input and $150.00/M output via openai. GPT-5.6 Sol costs $5.00/M input and $30.00/M output via openai.

What are the context window sizes for GPT-4.5 and GPT-5.6 Sol?

GPT-4.5 supports 128K 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 GPT-4.5 and GPT-5.6 Sol?

Key differences include context window (128K vs 1.1M), input pricing ($75.00 vs $5.00/M). See the full comparison above for benchmark-by-benchmark results.

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