Compare/Claude 4 Opus (Reasoning) vs GPT-5.5 (high)

Claude 4 Opus (Reasoning)vsGPT-5.5 (high)

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

Anthropic

Claude 4 Opus (Reasoning)

Input
$18.75/M
Output
$75/M
Speed
40 tok/s
TTFT
8.87s
OpenAI

GPT-5.5 (high)

Input
$5/M
Output
$30/M
Speed
61 tok/s
TTFT
19.21s

Winner by Category

Cheaper
GPT-5.5 (high)
Faster (tok/s)
GPT-5.5 (high)
Lower Latency
Claude 4 Opus (Reasoning)
Benchmarks (5-7)
GPT-5.5 (high)

Pricing Comparison

MetricClaude 4 Opus (Reasoning)GPT-5.5 (high)
Input ($/M tokens)$18.75$5
Output ($/M tokens)$75$30
Cost for 1M input + 100K output tokens:
Claude 4 Opus (Reasoning)$26.25
GPT-5.5 (high)$8.00

Speed Comparison

Output Speed (tokens/s) — higher is better
Claude 4 Opus (Reasoning)
40 tok/s
GPT-5.5 (high)
61 tok/s
Time to First Token (seconds) — lower is better
Claude 4 Opus (Reasoning)
8.87s
GPT-5.5 (high)
19.21s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
39.058.9
Coding Index
34.058.5
Math Index
73.3
GPQA Diamond
79.6%93.2%
MMLU-Pro
87.3%
LiveCodeBench
63.6%
AIME 2025
73.3%
MATH-500
98.2%
Humanity's Last Exam
11.7%43.0%
SciCode
39.8%55.9%
IFBench
53.7%71.6%
TerminalBench
31.1%59.8%
Claude 4 Opus (Reasoning)5 wins
7 winsGPT-5.5 (high)

Frequently Asked Questions

Which is cheaper, Claude 4 Opus (Reasoning) or GPT-5.5 (high)?

GPT-5.5 (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $11.25/M tokens vs $32.81/M for Claude 4 Opus (Reasoning).

Which model performs better on benchmarks?

GPT-5.5 (high) wins 7 out of 12 benchmarks compared to 5 for Claude 4 Opus (Reasoning). 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 61 tok/s vs 40 tok/s. Claude 4 Opus (Reasoning) also has lower time-to-first-token (8.87s vs 19.21s).

When should I use Claude 4 Opus (Reasoning) vs GPT-5.5 (high)?

Choose based on your priorities: GPT-5.5 (high) 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.