Claude Sonnet 4.6 vs Grok 3: Detailed Comparison

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

Side-by-side specs

SpecClaude Sonnet 4.6Grok 3
ProviderAnthropicxAI
Released2026-03-122025-02-17
Input price $3.00/M $3.00/M
Output price $15.00/M $15.00/M
Cached input $0.3000/M
Context window 200K 1.0M
Max output 64K 16K
Modalities text image text image
Tokenizer claude-3 grok

Capability matrix

CapabilityClaude Sonnet 4.6Grok 3
function calling Yes Yes
json mode Yes Yes
vision Yes Yes
streaming Yes Yes
tool use Yes No
realtime web No Yes

Benchmark comparison

Higher is better for all benchmarks shown.

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

Per-call cost on typical workloads

Workload (in/out tokens)Claude Sonnet 4.6Grok 3Cheaper 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 Claude Sonnet 4.6 over Grok 3

  • Supports tool use — Grok 3 does not.

When to choose Grok 3 over Claude Sonnet 4.6

  • Larger context window (1.0M vs 200K).
  • Supports realtime web — Claude Sonnet 4.6 does not.

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