Compare/GPT-4 Turbo vs Claude Sonnet 4.6 (Non-reasoning, High Effort)

GPT-4 TurbovsClaude Sonnet 4.6 (Non-reasoning, High Effort)

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

OpenAI

GPT-4 Turbo

Input
$10/M
Output
$30/M
Speed
33 tok/s
TTFT
0.93s
Anthropic

Claude Sonnet 4.6 (Non-reasoning, High Effort)

Input
$3/M
Output
$15/M
Speed
47 tok/s
TTFT
1.46s

Winner by Category

Cheaper
Claude Sonnet 4.6 (Non-reasoning, High Effort)
Faster (tok/s)
Claude Sonnet 4.6 (Non-reasoning, High Effort)
Lower Latency
GPT-4 Turbo
Benchmarks (3-7)
Claude Sonnet 4.6 (Non-reasoning, High Effort)

Pricing Comparison

MetricGPT-4 TurboClaude Sonnet 4.6 (Non-reasoning, High Effort)
Input ($/M tokens)$10$3
Output ($/M tokens)$30$15
Cost for 1M input + 100K output tokens:
GPT-4 Turbo$13.00
Claude Sonnet 4.6 (Non-reasoning, High Effort)$4.50

Speed Comparison

Output Speed (tokens/s) — higher is better
GPT-4 Turbo
33 tok/s
Claude Sonnet 4.6 (Non-reasoning, High Effort)
47 tok/s
Time to First Token (seconds) — lower is better
GPT-4 Turbo
0.93s
Claude Sonnet 4.6 (Non-reasoning, High Effort)
1.46s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
13.744.4
Coding Index
21.546.4
Math Index
GPQA Diamond
79.9%
MMLU-Pro
69.4%
LiveCodeBench
29.1%
AIME 2025
MATH-500
73.7%
Humanity's Last Exam
3.3%13.2%
SciCode
31.9%46.9%
IFBench
41.2%
TerminalBench
46.2%
GPT-4 Turbo3 wins
7 winsClaude Sonnet 4.6 (Non-reasoning, High Effort)

Frequently Asked Questions

Which is cheaper, GPT-4 Turbo or Claude Sonnet 4.6 (Non-reasoning, High Effort)?

Claude Sonnet 4.6 (Non-reasoning, High Effort) is cheaper overall. Its blended price (3:1 input/output ratio) is $6.00/M tokens vs $15.00/M for GPT-4 Turbo.

Which model performs better on benchmarks?

Claude Sonnet 4.6 (Non-reasoning, High Effort) wins 7 out of 12 benchmarks compared to 3 for GPT-4 Turbo. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Claude Sonnet 4.6 (Non-reasoning, High Effort) generates tokens faster at 47 tok/s vs 33 tok/s. GPT-4 Turbo also has lower time-to-first-token (0.93s vs 1.46s).

When should I use GPT-4 Turbo vs Claude Sonnet 4.6 (Non-reasoning, High Effort)?

Choose based on your priorities: Claude Sonnet 4.6 (Non-reasoning, High Effort) for lower cost, Claude Sonnet 4.6 (Non-reasoning, High Effort) for stronger benchmark performance, and Claude Sonnet 4.6 (Non-reasoning, High Effort) for faster generation. For latency-sensitive apps, check the TTFT comparison above.