AI Model Comparison

Claude Sonnet 5 vs GPT-5.5 (xhigh)

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

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

  • Budget-conscious projects
  • Latency-sensitive applications
  • General adaptive reasoning

Best For GPT-5.5 (xhigh)

  • Complex coding tasks
  • Scientific research workflows
  • High-volume output generation

Claude Sonnet 5 offers a cost-effective, low-latency solution for adaptive reasoning, while GPT-5.5 (xhigh) provides high-performance, benchmark-verified intelligence for complex coding and scientific tasks, albeit at a higher price point and slower initial response time.

Quick Take

Claude Sonnet 5 (released June 30, 2026) and GPT-5.5 (xhigh) (released April 23, 2026) represent two distinct approaches to AI deployment. Claude Sonnet 5 focuses on adaptive, low-effort reasoning with a high emphasis on speed. In contrast, GPT-5.5 (xhigh) is a high-performance model backed by extensive benchmark data, positioning it as a tool for complex, technical, and scientific applications.

Benchmark Read

GPT-5.5 (xhigh) provides a transparent look at its capabilities through a wide range of benchmarks. It records an Intelligence index of 54.8 and a Coding index of 74.9. Its performance on specific evaluations includes:

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

Claude Sonnet 5 currently has no benchmark rows available, making direct quantitative comparison against GPT-5.5 impossible. Users should rely on the model's design focus on adaptive reasoning for their specific use cases.

Cost and Speed

There is a significant difference in the economic and latency profiles of these models:

  • Claude Sonnet 5: Offers a blended cost of $6.00/1M tokens (Input: $3.00, Output: $15.00). It is highly responsive, featuring a time-to-first-token of 2.445s and an output speed of 55.073 tok/s.
  • GPT-5.5 (xhigh): Commands a premium price with a blended cost of $11.25/1M tokens (Input: $5.00, Output: $30.00). It is faster in raw output speed at 76.599 tok/s, but experiences a much slower time-to-first-token of 18.464s.

Best Fit

Claude Sonnet 5 is best suited for applications where latency is critical and cost-efficiency is a priority. GPT-5.5 (xhigh) is the superior choice for users requiring verified performance in coding and complex logic, particularly where the initial wait time for the first token is secondary to the model's overall output speed and reasoning depth.

Benchmark table

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

Metric Anthropic Claude Sonnet 5 (Adaptive Reasoning, Low 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 Claude Sonnet 5 if your workflow prioritizes rapid response times and budget efficiency for general reasoning tasks. Opt for GPT-5.5 (xhigh) if your projects demand high-level coding proficiency and rigorous scientific evaluation, as its proven benchmark performance justifies the increased cost and longer time-to-first-token.

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