Grok 3 vs Claude Sonnet 4.6: Detailed Comparison

Choosing between Grok 3 (xAI) and Claude Sonnet 4.6 (Anthropic) comes down to three things: per-token pricing, context window, and which capability matters most for your workload. Grok 3 costs $3.00/M input vs $3.00/M for Claude Sonnet 4.6; context windows are 1.0M vs 200K tokens. Detailed breakdown below.

Side-by-side specs

SpecGrok 3Claude Sonnet 4.6
ProviderxAIAnthropic
Released2025-02-172026-03-12
Input price $3.00/M $3.00/M
Output price $15.00/M $15.00/M
Cached input $0.3000/M
Context window 1.0M 200K
Max output 16K 64K
Modalities text image text image
Tokenizer grok claude-3

Capability matrix

CapabilityGrok 3Claude Sonnet 4.6
function calling Yes Yes
json mode Yes Yes
vision Yes Yes
streaming Yes Yes
realtime web Yes No
tool use No Yes

Benchmark comparison

Higher is better for all benchmarks shown.

BenchmarkCategoryGrok 3Claude Sonnet 4.6Δ
GPQA Diamond reasoning 84.6
AIME 2025 math 93.3
HumanEval coding 92.0
SWE-bench Verified coding 72.5
Aider Polyglot coding 74.0

Per-call cost on typical workloads

Workload (in/out tokens)Grok 3Claude Sonnet 4.6Cheaper by
Standard chat (1K / 500) $0.010500 $0.010500 Tied
RAG (4K / 500) $0.019500 $0.019500 Tied
Long doc (20K / 1K) $0.075000 $0.075000 Tied
Very long context (100K / 2K) $0.322500 $0.322500 Tied

When to choose Grok 3 over Claude Sonnet 4.6

  • Larger context window (1.0M vs 200K) — relevant when whole documents or long histories must fit in a single call.
  • Supports realtime web — Claude Sonnet 4.6 does not.

When to choose Claude Sonnet 4.6 over Grok 3

  • Supports tool use — Grok 3 does not.

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