Compare/GPT-5.4 (Non-reasoning) vs Claude 3.5 Sonnet (June '24)

GPT-5.4 (Non-reasoning)vsClaude 3.5 Sonnet (June '24)

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

OpenAI

GPT-5.4 (Non-reasoning)

Input
$2.5/M
Output
$15/M
Speed
61 tok/s
TTFT
0.57s
Anthropic

Claude 3.5 Sonnet (June '24)

Input
$3/M
Output
$15/M
Speed
TTFT

Winner by Category

Cheaper
GPT-5.4 (Non-reasoning)
Faster (tok/s)
GPT-5.4 (Non-reasoning)
Lower Latency
Claude 3.5 Sonnet (June '24)
Benchmarks (7-2)
GPT-5.4 (Non-reasoning)

Pricing Comparison

MetricGPT-5.4 (Non-reasoning)Claude 3.5 Sonnet (June '24)
Input ($/M tokens)$2.5$3
Output ($/M tokens)$15$15
Cost for 1M input + 100K output tokens:
GPT-5.4 (Non-reasoning)$4.00
Claude 3.5 Sonnet (June '24)$4.50

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5.4 (Non-reasoning)
61 tok/s
Claude 3.5 Sonnet (June '24)
Time to First Token (seconds) — lower is better
GPT-5.4 (Non-reasoning)
0.57s
Claude 3.5 Sonnet (June '24)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
35.414.2
Coding Index
41.026.0
Math Index
GPQA Diamond
74.8%56.0%
MMLU-Pro
75.1%
LiveCodeBench
AIME 2025
MATH-500
69.5%
Humanity's Last Exam
10.6%3.7%
SciCode
47.1%31.6%
IFBench
48.4%
TerminalBench
37.9%
GPT-5.4 (Non-reasoning)7 wins
2 winsClaude 3.5 Sonnet (June '24)

Frequently Asked Questions

Which is cheaper, GPT-5.4 (Non-reasoning) or Claude 3.5 Sonnet (June '24)?

GPT-5.4 (Non-reasoning) is cheaper overall. Its blended price (3:1 input/output ratio) is $5.63/M tokens vs $6.00/M for Claude 3.5 Sonnet (June '24).

Which model performs better on benchmarks?

GPT-5.4 (Non-reasoning) wins 7 out of 12 benchmarks compared to 2 for Claude 3.5 Sonnet (June '24). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5.4 (Non-reasoning) generates tokens faster at 61 tok/s vs 0 tok/s. However, Claude 3.5 Sonnet (June '24) has lower time-to-first-token (0.00s vs 0.57s).

When should I use GPT-5.4 (Non-reasoning) vs Claude 3.5 Sonnet (June '24)?

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