Compare/Claude 4 Opus (Reasoning) vs o3-pro

Claude 4 Opus (Reasoning)vso3-pro

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

Anthropic

Claude 4 Opus (Reasoning)

Input
$15/M
Output
$75/M
Speed
40 tok/s
TTFT
6.36s
OpenAI

o3-pro

Input
$20/M
Output
$80/M
Speed
21 tok/s
TTFT
89.23s

Winner by Category

Cheaper
Claude 4 Opus (Reasoning)
Faster (tok/s)
Claude 4 Opus (Reasoning)
Lower Latency
Claude 4 Opus (Reasoning)
Benchmarks (10-2)
Claude 4 Opus (Reasoning)

Pricing Comparison

MetricClaude 4 Opus (Reasoning)o3-pro
Input ($/M tokens)$15$20
Output ($/M tokens)$75$80
Cost for 1M input + 100K output tokens:
Claude 4 Opus (Reasoning)$22.50
o3-pro$28.00

Speed Comparison

Output Speed (tokens/s) — higher is better
Claude 4 Opus (Reasoning)
40 tok/s
o3-pro
21 tok/s
Time to First Token (seconds) — lower is better
Claude 4 Opus (Reasoning)
6.36s
o3-pro
89.23s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
39.040.7
Coding Index
34.0
Math Index
73.3
GPQA Diamond
79.6%84.5%
MMLU-Pro
87.3%
LiveCodeBench
63.6%
AIME 2025
73.3%
MATH-500
98.2%
Humanity's Last Exam
11.7%
SciCode
39.8%
IFBench
53.7%
TerminalBench
31.1%
Claude 4 Opus (Reasoning)10 wins
2 winso3-pro

Frequently Asked Questions

Which is cheaper, Claude 4 Opus (Reasoning) or o3-pro?

Claude 4 Opus (Reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $30.00/M tokens vs $35.00/M for o3-pro.

Which model performs better on benchmarks?

Claude 4 Opus (Reasoning) wins 10 out of 12 benchmarks compared to 2 for o3-pro. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Claude 4 Opus (Reasoning) generates tokens faster at 40 tok/s vs 21 tok/s. Claude 4 Opus (Reasoning) also has lower time-to-first-token (6.36s vs 89.23s).

When should I use Claude 4 Opus (Reasoning) vs o3-pro?

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