Claude Sonnet 4.6 vs GPT-6 Sol

Choose Claude Sonnet 4.6 if you want…

• ✓A comparable all-rounder — they trade blows on the headline metrics.

Choose GPT-6 Sol if you want…

• ✓Lower price ($4 / 1M blended)
• ✓Larger context window (1.1M)

Claude Sonnet 4.6

Sonnet 4.6 sits at the sweet spot where coding and agentic work get done without paying Opus prices. On SWE-bench Verified it scores 79.6% — within one point of Opus 4.6 (80.8%) — at roughly a third of the cost, which is why developers running automated pipelines tend to reach for it first. The self-correction training is the headline improvement: when a tool call fails, the model recognizes and recovers rather than cycling through the same error. Users also praise the 1M-token context window for swallowing entire codebases or large document sets in a single pass. The honest caveat is that this context window has edges — retrieval quality degrades on adversarial tests beyond about 700K tokens, so vector-based RAG is still the safer bet for critical long-context searches. Speed is also a known tension: at 44 tokens per second, it runs slower than the median for its tier, which can feel noticeable in real-time applications. Still, for teams that need high-quality code generation, browser automation, and multi-step agentic workflows without Opus-level spend, Sonnet 4.6 is the practical default.