AI Model Comparison

Claude Sonnet 5 vs GPT-5.5 (xhigh)

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

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

  • Cost-sensitive applications
  • High-throughput generation
  • Budget-conscious development

Best For GPT-5.5 (xhigh)

  • Latency-critical workflows
  • Complex coding tasks
  • Maximum intelligence requirements

Claude Sonnet 5 and GPT-5.5 (xhigh) represent the latest in high-performance AI. While GPT-5.5 leads in raw intelligence and speed-to-first-token, Claude Sonnet 5 offers a more budget-friendly option for developers prioritizing cost-efficiency over absolute benchmark dominance.

Quick Take

Anthropic’s Claude Sonnet 5 and OpenAI’s GPT-5.5 (xhigh) are top-tier models released in the spring and summer of 2026. GPT-5.5 (xhigh) establishes a lead in core intelligence and coding metrics, while Claude Sonnet 5 positions itself as a competitive, cost-effective alternative for high-volume tasks.

Benchmark Read

GPT-5.5 (xhigh) consistently outperforms Claude Sonnet 5 across available benchmarks. In general intelligence, GPT-5.5 holds an index of 54.8 compared to Claude’s 53.4. This trend continues in coding, where GPT-5.5 scores 74.9 against Claude’s 71.5.

Specific performance metrics further highlight the gap:

  • GPQA: GPT-5.5 (0.935) vs. Claude Sonnet 5 (0.911)
  • HLE: GPT-5.5 (0.443) vs. Claude Sonnet 5 (0.396)
  • SciCode: GPT-5.5 (0.561) vs. Claude Sonnet 5 (0.536)
  • LCR: GPT-5.5 (0.743) vs. Claude Sonnet 5 (0.707)

GPT-5.5 also demonstrates superior performance in specialized testing, including IFBench (0.759), TerminalBench Hard (0.606), and TAU2 (0.939).

Cost and Speed

Cost is a significant differentiator. Claude Sonnet 5 is priced at a blended rate of $6.00/1M tokens, significantly lower than GPT-5.5’s $11.25/1M.

Regarding performance, the models trade blows. Claude Sonnet 5 features a higher output speed of 88.576 tokens per second. However, GPT-5.5 (xhigh) is substantially faster in terms of responsiveness, boasting a time-to-first-token of 18.464 seconds, compared to the 72.504 seconds required by Claude Sonnet 5.

Best Fit

Claude Sonnet 5 is best suited for cost-sensitive applications that require high-throughput text generation. GPT-5.5 (xhigh) is the superior choice for latency-sensitive applications and complex tasks where the highest possible reasoning and coding accuracy is required.

Benchmark table

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

Metric Anthropic Claude Sonnet 5 (Adaptive Reasoning, Max Effort) OpenAI GPT-5.5 (xhigh)
Index Scores
Intelligence Index 53.4 54.8
Coding Index 71.5 74.9
Math Index--
Benchmark Scores
GPQA 91.1 93.5
SciCode 53.6 56.1
IFBench- 75.9
HLE 39.6 44.3
LCR 70.7 74.3
TAU2- 93.9
TerminalBench Hard- 60.6

Verdict

Choose GPT-5.5 (xhigh) if your workflow requires the highest possible intelligence and coding performance, or if low latency (time to first token) is critical for your application. If your priority is cost management, Claude Sonnet 5 provides a highly capable alternative at nearly half the blended cost per million tokens.

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