Claude Opus 4.6 vs Xai Grok 4.1 Fast Reasoning

Claude Opus 4.6 vs Xai Grok 4.1 Fast Reasoning: Xai Grok 4.1 Fast Reasoning is cheaper by 98% on average. Claude Opus 4.6 from Azure AI Foundry (200,000-token context, reasoning, tool calls) vs. Xai Grok 4.1 Fast Reasoning from Google Vertex AI (2,000,000-token context, reasoning, tool calls). Use Agent Command Center to A/B both in shadow mode and pick the winner per workload.

Side-by-side cost

Live workload comparison

Same workload run through both models. The cheaper one is highlighted.

3,000
02,000,000
400
0200,000
5,000
01,000,000
Azure AI Foundry
$3,805/mo
Input $5.00/M · Output $25.00/M
Google Vertex AI
$122/mo
Input $0.200/M · Output $0.500/M
At this workload, Xai Grok 4.1 Fast Reasoning is 97% cheaper than Claude Opus 4.6 — a savings of $3,683/month ($44,195/year).
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
  model: xai-grok-4-1-fast-reasoning
  provider: vertex-ai
fallback:
  model: claude-opus-4-6
  provider: azure-ai-foundry
shadow: { sample_rate: 0.05 }   # mirror 5% of traffic to compare quality live
Claude Opus 4.6 Xai Grok 4.1 Fast Reasoning
Input price $5.00/M $0.200/M
Output price $25.00/M $0.500/M
Context window 200,000 2,000,000
Max output 128,000 2,000,000
Function calling
Vision
Audio input
Reasoning
Prompt caching
Structured output
Pricing verified May 12, 2026 May 12, 2026
Cheaper option
~98% cheaper than Claude Opus 4.6
Larger context
2,000,000 tokens
More capabilities
5 of 6 capability flags advertised

Benchmark comparison

Side-by-side public benchmark scores. Greener bar = winner.

Chatbot Arena ELOgeneral
Claude Opus 4.6
1,502
Xai Grok 4.1 Fast Reasoning
τ-bench (retail)agent
Claude Opus 4.6
91.9%
Xai Grok 4.1 Fast Reasoning
GPQA Diamondreasoning
Claude Opus 4.6
91.3%
Xai Grok 4.1 Fast Reasoning
MMLUgeneral
Claude Opus 4.6
91.1%
Xai Grok 4.1 Fast Reasoning
SWE-bench Verifiedagent
Claude Opus 4.6
81.4%
Xai Grok 4.1 Fast Reasoning
MMMU-Promultimodal
Claude Opus 4.6
73.9%
Xai Grok 4.1 Fast Reasoning
ARC-AGI-2reasoning
Claude Opus 4.6
68.8%
Xai Grok 4.1 Fast Reasoning
Humanity's Last Examreasoning
Claude Opus 4.6
53.0%
Xai Grok 4.1 Fast Reasoning