Compare/o1 vs Claude 4 Opus (Non-reasoning)

o1vsClaude 4 Opus (Non-reasoning)

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

OpenAI

o1

Input
$15/M
Output
$60/M
Speed
113 tok/s
TTFT
20.72s
Anthropic

Claude 4 Opus (Non-reasoning)

Input
$15/M
Output
$75/M
Speed
39 tok/s
TTFT
1.24s

Winner by Category

Cheaper
o1
Faster (tok/s)
o1
Lower Latency
Claude 4 Opus (Non-reasoning)
Benchmarks (7-5)
o1

Pricing Comparison

Metrico1Claude 4 Opus (Non-reasoning)
Input ($/M tokens)$15$15
Output ($/M tokens)$60$75
Cost for 1M input + 100K output tokens:
o1$21.00
Claude 4 Opus (Non-reasoning)$22.50

Speed Comparison

Output Speed (tokens/s) — higher is better
o1
113 tok/s
Claude 4 Opus (Non-reasoning)
39 tok/s
Time to First Token (seconds) — lower is better
o1
20.72s
Claude 4 Opus (Non-reasoning)
1.24s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
30.833.0
Coding Index
20.5
Math Index
36.3
GPQA Diamond
74.7%70.1%
MMLU-Pro
84.1%86.0%
LiveCodeBench
67.9%54.2%
AIME 2025
36.3%
MATH-500
97.0%94.1%
Humanity's Last Exam
7.7%5.9%
SciCode
35.8%40.9%
IFBench
70.3%43.3%
TerminalBench
12.9%
o17 wins
5 winsClaude 4 Opus (Non-reasoning)

Frequently Asked Questions

Which is cheaper, o1 or Claude 4 Opus (Non-reasoning)?

o1 is cheaper overall. Its blended price (3:1 input/output ratio) is $26.25/M tokens vs $30.00/M for Claude 4 Opus (Non-reasoning).

Which model performs better on benchmarks?

o1 wins 7 out of 12 benchmarks compared to 5 for Claude 4 Opus (Non-reasoning). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

o1 generates tokens faster at 113 tok/s vs 39 tok/s. However, Claude 4 Opus (Non-reasoning) has lower time-to-first-token (1.24s vs 20.72s).

When should I use o1 vs Claude 4 Opus (Non-reasoning)?

Choose based on your priorities: o1 for lower cost, o1 for stronger benchmark performance, and o1 for faster generation. For latency-sensitive apps, check the TTFT comparison above.