Compare/Claude 2.1 vs GPT-5.4 nano (Non-Reasoning)

Claude 2.1vsGPT-5.4 nano (Non-Reasoning)

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

Anthropic

Claude 2.1

Input
$0/M
Output
$0/M
Speed
TTFT
OpenAI

GPT-5.4 nano (Non-Reasoning)

Input
$0.2/M
Output
$1.25/M
Speed
177 tok/s
TTFT
0.47s

Winner by Category

Cheaper
Claude 2.1
Faster (tok/s)
GPT-5.4 nano (Non-Reasoning)
Lower Latency
Claude 2.1
Benchmarks (3-6)
GPT-5.4 nano (Non-Reasoning)

Pricing Comparison

MetricClaude 2.1GPT-5.4 nano (Non-Reasoning)
Input ($/M tokens)$0$0.2
Output ($/M tokens)$0$1.25
Cost for 1M input + 100K output tokens:
Claude 2.1$0.00
GPT-5.4 nano (Non-Reasoning)$0.33

Speed Comparison

Output Speed (tokens/s) — higher is better
Claude 2.1
GPT-5.4 nano (Non-Reasoning)
177 tok/s
Time to First Token (seconds) — lower is better
Claude 2.1
GPT-5.4 nano (Non-Reasoning)
0.47s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.324.4
Coding Index
14.027.9
Math Index
GPQA Diamond
31.9%55.8%
MMLU-Pro
49.5%
LiveCodeBench
19.5%
AIME 2025
MATH-500
37.4%
Humanity's Last Exam
4.2%4.2%
SciCode
18.4%35.2%
IFBench
32.7%
TerminalBench
24.2%
Claude 2.13 wins
6 winsGPT-5.4 nano (Non-Reasoning)

Frequently Asked Questions

Which is cheaper, Claude 2.1 or GPT-5.4 nano (Non-Reasoning)?

Claude 2.1 is cheaper overall. Its blended price (3:1 input/output ratio) is $0.00/M tokens vs $0.46/M for GPT-5.4 nano (Non-Reasoning).

Which model performs better on benchmarks?

GPT-5.4 nano (Non-Reasoning) wins 6 out of 12 benchmarks compared to 3 for Claude 2.1. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 nano (Non-Reasoning) generates tokens faster at 177 tok/s vs 0 tok/s. Claude 2.1 also has lower time-to-first-token (0.00s vs 0.47s).

When should I use Claude 2.1 vs GPT-5.4 nano (Non-Reasoning)?

Choose based on your priorities: Claude 2.1 for lower cost, GPT-5.4 nano (Non-Reasoning) for stronger benchmark performance, and GPT-5.4 nano (Non-Reasoning) for faster generation. For latency-sensitive apps, check the TTFT comparison above.