OpenAI GPT-4o vs GPT-5.6 Sol
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: OpenAI GPT-4o or GPT-5.6 Sol?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | OpenAI GPT-4o | GPT-5.6 Sol | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $2.50 | $8.00 | OpenAI GPT-4o is 3.2x cheaper |
| Output Cost / 1M Tokens | $10.00 | $32.00 | OpenAI GPT-4o (68.8% lower) |
| Avg TTFT Response Latency | 280ms | 420ms | OpenAI GPT-4o (+140ms faster) |
| SWE-bench Verified (Coding) | 38.8% | 79.5% | GPT-5.6 Sol (+40.7% lead) |
| Inference Value Score (IVR) | 45.5 / 100 | 35.3 / 100 | OpenAI GPT-4o (+10.2 pts) |
Interactive Monthly Token Economics & ROI Forecaster
Model your expected production workload across prompt (input) and completion (output) tokens.
Estimated Monthly Spend
$2.5/1M in · $10/1M out
$8/1M in · $32/1M out
When to Choose OpenAI GPT-4o
Choose OpenAI GPT-4o when you need General multimodal assistant applications, consumer chat interfaces, and enterprise knowledge workers. and have an infrastructure budget aligned with $2.50/1M tokens.
When to Choose GPT-5.6 Sol
Choose GPT-5.6 Sol when you need High-order STEM research, autonomous enterprise executive workflow coordination, and heavy deep-reasoning pipelines. and prioritize OpenAI ecosystem integration at $8.00/1M tokens.
Related Questions & Decision Factors
Which is cheaper: OpenAI GPT-4o or GPT-5.6 Sol?
OpenAI GPT-4o is cheaper at $2.50/1M input tokens compared to $8.00/1M for GPT-5.6 Sol.
Which model has lower latency: OpenAI GPT-4o or GPT-5.6 Sol?
OpenAI GPT-4o delivers faster response times with an average TTFT of 280ms vs 420ms for GPT-5.6 Sol.
When should you choose OpenAI GPT-4o?
Choose OpenAI GPT-4o when you need General multimodal assistant applications, consumer chat interfaces, and enterprise knowledge workers. and have an infrastructure budget aligned with $2.50/1M tokens.
When should you choose GPT-5.6 Sol?
Choose GPT-5.6 Sol when you need High-order STEM research, autonomous enterprise executive workflow coordination, and heavy deep-reasoning pipelines. and prioritize OpenAI ecosystem integration at $8.00/1M tokens.