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

Claude 4 Opus (Reasoning)vsGPT-5.5 (Non-reasoning)

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

Anthropic

Claude 4 Opus (Reasoning)

Input
$18.75/M
Output
$75/M
Speed
33 tok/s
TTFT
8.48s
OpenAI

GPT-5.5 (Non-reasoning)

Input
$5/M
Output
$30/M
Speed
54 tok/s
TTFT
0.99s

Winner by Category

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

Pricing Comparison

MetricClaude 4 Opus (Reasoning)GPT-5.5 (Non-reasoning)
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 (Non-reasoning)$8.00

Speed Comparison

Output Speed (tokens/s) — higher is better
Claude 4 Opus (Reasoning)
33 tok/s
GPT-5.5 (Non-reasoning)
54 tok/s
Time to First Token (seconds) — lower is better
Claude 4 Opus (Reasoning)
8.48s
GPT-5.5 (Non-reasoning)
0.99s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
39.040.9
Coding Index
34.048.6
Math Index
73.3
GPQA Diamond
79.6%76.8%
MMLU-Pro
87.3%
LiveCodeBench
63.6%
AIME 2025
73.3%
MATH-500
98.2%
Humanity's Last Exam
11.7%12.6%
SciCode
39.8%47.3%
IFBench
53.7%46.1%
TerminalBench
31.1%49.2%
Claude 4 Opus (Reasoning)7 wins
5 winsGPT-5.5 (Non-reasoning)

Frequently Asked Questions

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

GPT-5.5 (Non-reasoning) 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?

Claude 4 Opus (Reasoning) wins 7 out of 12 benchmarks compared to 5 for GPT-5.5 (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.5 (Non-reasoning) generates tokens faster at 54 tok/s vs 33 tok/s. However, GPT-5.5 (Non-reasoning) has lower time-to-first-token (0.99s vs 8.48s).

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

Choose based on your priorities: GPT-5.5 (Non-reasoning) for lower cost, Claude 4 Opus (Reasoning) for stronger benchmark performance, and GPT-5.5 (Non-reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.