Gemini 3.1 Pro preview vs Grok 3

Gemini 3.1 Pro preview vs Grok 3: Gemini 3.1 Pro preview is cheaper by 33% on average. Gemini 3.1 Pro preview from Google Vertex AI (1,048,576-token context, reasoning, tool calls) vs. Grok 3 from xAI (131,072-token context, 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
01,048,576
400
0131,072
5,000
01,000,000
Google Vertex AI
$1,644/mo
Input $2.00/M · Output $12.00/M
xAI
$2,283/mo
Input $3.00/M · Output $15.00/M
At this workload, Gemini 3.1 Pro preview is 28% cheaper than Grok 3 — a savings of $639/month ($7,670/year).
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
  model: gemini-3-1-pro-preview
  provider: vertex-ai
fallback:
  model: grok-3
  provider: xai
shadow: { sample_rate: 0.05 }   # mirror 5% of traffic to compare quality live
Gemini 3.1 Pro preview Grok 3
xAI
Input price $2.00/M $3.00/M
Output price $12.00/M $15.00/M
Context window 1,048,576 131,072
Max output 65,536 131,072
Function calling
Vision
Audio input
Reasoning
Prompt caching
Structured output
Pricing verified May 12, 2026 May 12, 2026
Cheaper option
~33% cheaper than Grok 3
Larger context
1,048,576 tokens
More capabilities
6 of 6 capability flags advertised

Benchmark comparison

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

Chatbot Arena ELOgeneral
Gemini 3.1 Pro preview
1,492
Grok 3
1,402
GPQA Diamondreasoning⚠ different settings
Gemini 3.1 Pro preview
94.3%
Grok 3
75.4%
SWE-bench Verifiedagent
Gemini 3.1 Pro preview
80.6%
Grok 3
MMMU-Promultimodal
Gemini 3.1 Pro preview
80.5%
Grok 3
MMLU-Proreasoning
Gemini 3.1 Pro preview
Grok 3
79.9%
ARC-AGI-2reasoning
Gemini 3.1 Pro preview
77.1%
Grok 3
SciCodecode
Gemini 3.1 Pro preview
59.0%
Grok 3
AIME 2024math
Gemini 3.1 Pro preview
Grok 3
52.2%
Humanity's Last Examreasoning
Gemini 3.1 Pro preview
44.4%
Grok 3