Compare/GPT-5 (high) vs Claude Sonnet 5 (Non-reasoning, High Effort)

GPT-5 (high)vsClaude Sonnet 5 (Non-reasoning, High Effort)

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

OpenAI

GPT-5 (high)

Input
$1.25/M
Output
$10/M
Speed
95 tok/s
TTFT
78.97s
Anthropic

Claude Sonnet 5 (Non-reasoning, High Effort)

Input
$2/M
Output
$10/M
Speed
TTFT

Winner by Category

Cheaper
GPT-5 (high)
Faster (tok/s)
GPT-5 (high)
Lower Latency
Claude Sonnet 5 (Non-reasoning, High Effort)
Benchmarks (9-3)
GPT-5 (high)

Pricing Comparison

MetricGPT-5 (high)Claude Sonnet 5 (Non-reasoning, High Effort)
Input ($/M tokens)$1.25$2
Output ($/M tokens)$10$10
Cost for 1M input + 100K output tokens:
GPT-5 (high)$2.25
Claude Sonnet 5 (Non-reasoning, High Effort)$3.00

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-5 (high)
95 tok/s
Claude Sonnet 5 (Non-reasoning, High Effort)
Time to First Token (seconds) — lower is better
GPT-5 (high)
78.97s
Claude Sonnet 5 (Non-reasoning, High Effort)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
34.741.7
Coding Index
37.866.4
Math Index
94.3
GPQA Diamond
85.4%80.0%
MMLU-Pro
87.1%
LiveCodeBench
84.6%
AIME 2025
94.3%
MATH-500
99.4%
Humanity's Last Exam
26.5%17.8%
SciCode
42.9%48.6%
IFBench
73.1%
TerminalBench
32.6%
GPT-5 (high)9 wins
3 winsClaude Sonnet 5 (Non-reasoning, High Effort)

Frequently Asked Questions

Which is cheaper, GPT-5 (high) or Claude Sonnet 5 (Non-reasoning, High Effort)?

GPT-5 (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $3.44/M tokens vs $4.00/M for Claude Sonnet 5 (Non-reasoning, High Effort).

Which model performs better on benchmarks?

GPT-5 (high) wins 9 out of 12 benchmarks compared to 3 for Claude Sonnet 5 (Non-reasoning, High Effort). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-5 (high) generates tokens faster at 95 tok/s vs 0 tok/s. However, Claude Sonnet 5 (Non-reasoning, High Effort) has lower time-to-first-token (0.00s vs 78.97s).

When should I use GPT-5 (high) vs Claude Sonnet 5 (Non-reasoning, High Effort)?

Choose based on your priorities: GPT-5 (high) for lower cost, GPT-5 (high) for stronger benchmark performance, and GPT-5 (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.