Compare/Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) vs Grok 3

Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)vsGrok 3

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

Anthropic

Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)

Input
$3.75/M
Output
$15/M
Speed
62 tok/s
TTFT
58.05s
xAI

Grok 3

Input
$3/M
Output
$15/M
Speed
37 tok/s
TTFT
0.65s

Winner by Category

Cheaper
Grok 3
Faster (tok/s)
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)
Lower Latency
Grok 3
Benchmarks (7-5)
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)

Pricing Comparison

MetricClaude Sonnet 4.6 (Adaptive Reasoning, Max Effort)Grok 3
Input ($/M tokens)$3.75$3
Output ($/M tokens)$15$15
Cost for 1M input + 100K output tokens:
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)$5.25
Grok 3$4.50

Speed Comparison

Output Speed (tokens/s) — higher is better
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)
62 tok/s
Grok 3
37 tok/s
Time to First Token (seconds) — lower is better
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)
58.05s
Grok 3
0.65s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
51.725.2
Coding Index
50.919.8
Math Index
58.0
GPQA Diamond
87.5%69.3%
MMLU-Pro
79.9%
LiveCodeBench
42.5%
AIME 2025
58.0%
MATH-500
87.0%
Humanity's Last Exam
30.0%5.1%
SciCode
46.8%36.8%
IFBench
56.6%46.9%
TerminalBench
53.0%11.4%
Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)7 wins
5 winsGrok 3

Frequently Asked Questions

Which is cheaper, Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) or Grok 3?

Grok 3 is cheaper overall. Its blended price (3:1 input/output ratio) is $6.00/M tokens vs $6.56/M for Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort).

Which model performs better on benchmarks?

Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) wins 7 out of 12 benchmarks compared to 5 for Grok 3. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) generates tokens faster at 62 tok/s vs 37 tok/s. However, Grok 3 has lower time-to-first-token (0.65s vs 58.05s).

When should I use Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) vs Grok 3?

Choose based on your priorities: Grok 3 for lower cost, Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) for stronger benchmark performance, and Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort) for faster generation. For latency-sensitive apps, check the TTFT comparison above.