AI Model Comparison

Claude Sonnet 5 vs GPT-5.5 (xhigh)

Compare Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) vs GPT-5.5 (xhigh) with benchmark results, speed, pricing, and practical workflow guidance.

Best For Claude Sonnet 5 (Adaptive Reasoning, Medium Effort)

  • Cost-sensitive applications
  • Low-latency requirements
  • General adaptive reasoning

Best For GPT-5.5 (xhigh)

  • Complex coding tasks
  • Scientific research workflows
  • High-intelligence requirements

Claude Sonnet 5 and GPT-5.5 (xhigh) represent the latest advancements from Anthropic and OpenAI. While GPT-5.5 offers extensive benchmark data and high performance, Claude Sonnet 5 provides a more cost-effective, rapid-response alternative for specific AI workflows.

Quick Take

Claude Sonnet 5 (released June 30, 2026) and GPT-5.5 (xhigh) (released April 23, 2026) are the latest iterations from Anthropic and OpenAI. Claude Sonnet 5 focuses on adaptive reasoning with a medium-effort profile, while GPT-5.5 (xhigh) is positioned as a high-performance model with extensive documentation and benchmark validation.

Benchmark Read

GPT-5.5 (xhigh) provides a comprehensive look at its capabilities through a variety of standardized tests. It holds an Intelligence index of 54.8 and a Coding index of 74.9. Specific benchmark results include:

  • GPQA: 0.935
  • HLE: 0.443
  • SciCode: 0.561
  • IFBench: 0.758
  • LCR: 0.743
  • TerminalBench Hard: 0.606
  • TAU2: 0.938

Conversely, Claude Sonnet 5 currently has no benchmark rows available for comparison, making its performance profile more opaque compared to the data-rich GPT-5.5.

Cost and Speed

There is a significant difference in both pricing and latency between the two models:

  • Pricing: Claude Sonnet 5 is more affordable, with a blended cost of $6.00/1M tokens (Input: $3.00/1M, Output: $15.00/1M). GPT-5.5 (xhigh) is priced at a blended $11.25/1M (Input: $5.00/1M, Output: $30.00/1M).
  • Performance: Claude Sonnet 5 offers a faster time to first token at 2.069s, compared to 18.464s for GPT-5.5. However, GPT-5.5 (xhigh) maintains a higher output speed of 76.599 tok/s versus Claude’s 69.618 tok/s.

Best Fit

Claude Sonnet 5 is best suited for developers and businesses looking to minimize costs while maintaining low-latency interactions. Its adaptive reasoning capabilities make it a strong candidate for general-purpose tasks. GPT-5.5 (xhigh) is the superior choice for research, complex coding, and scientific applications where the model's performance must be verified against rigorous benchmarks like the newly introduced LifeSciBench.

Benchmark table

Side-by-side scores, speed, and pricing for the selected models.

Metric Anthropic Claude Sonnet 5 (Adaptive Reasoning, Medium Effort) OpenAI GPT-5.5 (xhigh)
Index Scores
Intelligence Index- 54.8
Coding Index- 74.9
Math Index--
Benchmark Scores
GPQA- 93.5
SciCode- 56.1
IFBench- 75.9
HLE- 44.3
LCR- 74.3
TAU2- 93.9
TerminalBench Hard- 60.6

Verdict

Choose GPT-5.5 (xhigh) if your projects require high-level reasoning and verified performance metrics, as it excels in complex tasks like coding and scientific evaluation. Opt for Claude Sonnet 5 if you prioritize lower operational costs and faster initial response times, making it ideal for high-volume, latency-sensitive applications where extreme benchmark scores are less critical.

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