Claude Haiku 4.5 vs Grok 3

Claude Haiku 4.5 vs Grok 3: Claude Haiku 4.5 is cheaper by 67% on average. Claude Haiku 4.5 from Azure AI Foundry (200,000-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
0200,000
400
0131,072
5,000
01,000,000
Azure AI Foundry
$761/mo
Input $1.00/M · Output $5.00/M
xAI
$2,283/mo
Input $3.00/M · Output $15.00/M
At this workload, Claude Haiku 4.5 is 67% cheaper than Grok 3 — a savings of $1,522/month ($18,263/year).
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
  model: claude-haiku-4-5
  provider: azure-ai-foundry
fallback:
  model: grok-3
  provider: xai
shadow: { sample_rate: 0.05 }   # mirror 5% of traffic to compare quality live
Claude Haiku 4.5 Grok 3
xAI
Input price $1.00/M $3.00/M
Output price $5.00/M $15.00/M
Context window 200,000 131,072
Max output 64,000 131,072
Function calling
Vision
Audio input
Reasoning
Prompt caching
Structured output
Pricing verified May 12, 2026 May 12, 2026
Cheaper option
~67% cheaper than Grok 3
Larger context
200,000 tokens
More capabilities
5 of 6 capability flags advertised

Benchmark comparison

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

Chatbot Arena ELOgeneral
Claude Haiku 4.5
1,310
Grok 3
1,402
HumanEvalcode
Claude Haiku 4.5
89.5%
Grok 3
MMLU-Proreasoning
Claude Haiku 4.5
72.4%
Grok 3
79.9%
BFCL v3agent
Claude Haiku 4.5
79.3%
Grok 3
GPQA Diamondreasoning⚠ different settings
Claude Haiku 4.5
55.2%
Grok 3
75.4%
AIME 2024math
Claude Haiku 4.5
Grok 3
52.2%
SWE-bench Verifiedagent
Claude Haiku 4.5
52.0%
Grok 3