Compare/GPT-4o (Aug '24) vs Claude Sonnet 5 (Non-reasoning, High Effort)

GPT-4o (Aug '24)vsClaude Sonnet 5 (Non-reasoning, High Effort)

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

OpenAI

GPT-4o (Aug '24)

Input
$2.5/M
Output
$10/M
Speed
111 tok/s
TTFT
0.63s
Anthropic

Claude Sonnet 5 (Non-reasoning, High Effort)

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

Winner by Category

Cheaper
Claude Sonnet 5 (Non-reasoning, High Effort)
Faster (tok/s)
GPT-4o (Aug '24)
Lower Latency
Claude Sonnet 5 (Non-reasoning, High Effort)
Benchmarks (4-5)
Claude Sonnet 5 (Non-reasoning, High Effort)

Pricing Comparison

MetricGPT-4o (Aug '24)Claude Sonnet 5 (Non-reasoning, High Effort)
Input ($/M tokens)$2.5$2
Output ($/M tokens)$10$10
Cost for 1M input + 100K output tokens:
GPT-4o (Aug '24)$3.50
Claude Sonnet 5 (Non-reasoning, High Effort)$3.00

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-4o (Aug '24)
111 tok/s
Claude Sonnet 5 (Non-reasoning, High Effort)
Time to First Token (seconds) — lower is better
GPT-4o (Aug '24)
0.63s
Claude Sonnet 5 (Non-reasoning, High Effort)

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
9.641.7
Coding Index
66.4
Math Index
GPQA Diamond
52.1%80.0%
MMLU-Pro
LiveCodeBench
31.7%
AIME 2025
MATH-500
79.5%
Humanity's Last Exam
2.9%17.8%
SciCode
33.1%48.6%
IFBench
36.0%
TerminalBench
8.3%
GPT-4o (Aug '24)4 wins
5 winsClaude Sonnet 5 (Non-reasoning, High Effort)

Frequently Asked Questions

Which is cheaper, GPT-4o (Aug '24) or Claude Sonnet 5 (Non-reasoning, High Effort)?

Claude Sonnet 5 (Non-reasoning, High Effort) is cheaper overall. Its blended price (3:1 input/output ratio) is $4.00/M tokens vs $4.38/M for GPT-4o (Aug '24).

Which model performs better on benchmarks?

Claude Sonnet 5 (Non-reasoning, High Effort) wins 5 out of 12 benchmarks compared to 4 for GPT-4o (Aug '24). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

GPT-4o (Aug '24) generates tokens faster at 111 tok/s vs 0 tok/s. However, Claude Sonnet 5 (Non-reasoning, High Effort) has lower time-to-first-token (0.00s vs 0.63s).

When should I use GPT-4o (Aug '24) vs Claude Sonnet 5 (Non-reasoning, High Effort)?

Choose based on your priorities: Claude Sonnet 5 (Non-reasoning, High Effort) for lower cost, Claude Sonnet 5 (Non-reasoning, High Effort) for stronger benchmark performance, and GPT-4o (Aug '24) for faster generation. For latency-sensitive apps, check the TTFT comparison above.