Compare/GPT-5.5 (high) vs Claude Opus 4.7 (Adaptive Reasoning, Max Effort)

GPT-5.5 (high)vsClaude Opus 4.7 (Adaptive Reasoning, Max Effort)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

OpenAI

GPT-5.5 (high)

Input
$5/M
Output
$30/M
Speed
71 tok/s
TTFT
20.80s
Anthropic

Claude Opus 4.7 (Adaptive Reasoning, Max Effort)

Input
$5/M
Output
$25/M
Speed
55 tok/s
TTFT
18.55s

Winner by Category

Cheaper
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
Faster (tok/s)
GPT-5.5 (high)
Lower Latency
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
Benchmarks (5-2)
GPT-5.5 (high)

Pricing Comparison

MetricGPT-5.5 (high)Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
Input ($/M tokens)$5$5
Output ($/M tokens)$30$25
Cost for 1M input + 100K output tokens:
GPT-5.5 (high)$8.00
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)$7.50

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.5 (high)
71 tok/s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
55 tok/s
Time to First Token (seconds) — lower is better
GPT-5.5 (high)
20.80s
Claude Opus 4.7 (Adaptive Reasoning, Max Effort)
18.55s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
53.153.5
Coding Index
71.673.6
Math Index
GPQA Diamond
93.2%91.4%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
43.0%39.6%
SciCode
55.9%54.5%
IFBench
71.6%58.6%
TerminalBench
59.8%51.5%
GPT-5.5 (high)5 wins
2 winsClaude Opus 4.7 (Adaptive Reasoning, Max Effort)

Frequently Asked Questions

Which is cheaper, GPT-5.5 (high) or Claude Opus 4.7 (Adaptive Reasoning, Max Effort)?

Claude Opus 4.7 (Adaptive Reasoning, Max Effort) is cheaper overall. Its blended price (3:1 input/output ratio) is $10.00/M tokens vs $11.25/M for GPT-5.5 (high).

Which model performs better on benchmarks?

GPT-5.5 (high) wins 5 out of 12 benchmarks compared to 2 for Claude Opus 4.7 (Adaptive Reasoning, Max Effort). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.5 (high) generates tokens faster at 71 tok/s vs 55 tok/s. However, Claude Opus 4.7 (Adaptive Reasoning, Max Effort) has lower time-to-first-token (18.55s vs 20.80s).

When should I use GPT-5.5 (high) vs Claude Opus 4.7 (Adaptive Reasoning, Max Effort)?

Choose based on your priorities: Claude Opus 4.7 (Adaptive Reasoning, Max Effort) for lower cost, GPT-5.5 (high) for stronger benchmark performance, and GPT-5.5 (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.