Claude 3.7 Sonnet vs GPT-5.6 Sol
Live Unit Economics, TTFT Latency & Reasoning Benchmark Analysis
Which model is better: Claude 3.7 Sonnet or GPT-5.6 Sol?
Verified Performance & Unit Economics Delta
Daily synchronized metrics from synthetic latency endpoints and benchmark evaluations.
| Metric / Dimension | Claude 3.7 Sonnet | GPT-5.6 Sol | Net Delta / Advantage |
|---|---|---|---|
| Input Cost / 1M Tokens | $3.00 | $8.00 | Claude 3.7 Sonnet is 2.7x cheaper |
| Output Cost / 1M Tokens | $15.00 | $32.00 | Claude 3.7 Sonnet (53.1% lower) |
| Avg TTFT Response Latency | 650ms | 420ms | GPT-5.6 Sol (+230ms faster) |
| SWE-bench Verified (Coding) | 70.3% | 79.5% | GPT-5.6 Sol (+9.2% lead) |
| Inference Value Score (IVR) | 49.5 / 100 | 35.3 / 100 | Claude 3.7 Sonnet (+14.2 pts) |
Interactive Monthly Token Economics & ROI Forecaster
Model your expected production workload across prompt (input) and completion (output) tokens.
Estimated Monthly Spend
$3/1M in · $15/1M out
$8/1M in · $32/1M out
When to Choose Claude 3.7 Sonnet
Choose Claude 3.7 Sonnet when you need Agentic coding, deep hybrid reasoning with controllable thinking budgets, and end-to-end software engineering workflows. and have an infrastructure budget aligned with $3.00/1M 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: Claude 3.7 Sonnet or GPT-5.6 Sol?
Claude 3.7 Sonnet is cheaper at $3.00/1M input tokens compared to $8.00/1M for GPT-5.6 Sol.
Which model has lower latency: Claude 3.7 Sonnet or GPT-5.6 Sol?
GPT-5.6 Sol delivers faster response times with an average TTFT of 420ms vs 650ms for Claude 3.7 Sonnet.
When should you choose Claude 3.7 Sonnet?
Choose Claude 3.7 Sonnet when you need Agentic coding, deep hybrid reasoning with controllable thinking budgets, and end-to-end software engineering workflows. and have an infrastructure budget aligned with $3.00/1M 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.