Claude Haiku 4.5 (2025-10-01) vs GPT-4o

Claude Haiku 4.5 (2025-10-01) vs GPT-4o: Claude Haiku 4.5 (2025-10-01) is cheaper by 60% on average. Claude Haiku 4.5 (2025-10-01) from Anthropic (200,000-token context, reasoning, tool calls) vs. GPT-4o from Azure OpenAI (128,000-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
064,000
5,000
01,000,000
Anthropic
$761/mo
Input $1.00/M · Output $5.00/M
Azure OpenAI
$1,750/mo
Input $2.50/M · Output $10.00/M
At this workload, Claude Haiku 4.5 (2025-10-01) is 57% cheaper than GPT-4o — a savings of $989/month ($11,871/year).
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
  model: claude-haiku-4-5-20251001
  provider: anthropic
fallback:
  model: gpt-4o
  provider: azure-openai
shadow: { sample_rate: 0.05 }   # mirror 5% of traffic to compare quality live
Claude Haiku 4.5 (2025-10-01) GPT-4o
Input price $1.00/M $2.50/M
Output price $5.00/M $10.00/M
Context window 200,000 128,000
Max output 64,000 16,384
Function calling
Vision
Audio input
Reasoning
Prompt caching
Structured output
Pricing verified May 12, 2026 May 12, 2026
Cheaper option
~60% cheaper than GPT-4o
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 (2025-10-01)
1,310
GPT-4o
1,265
HumanEvalcode
Claude Haiku 4.5 (2025-10-01)
89.5%
GPT-4o
90.2%
MMLUgeneral
Claude Haiku 4.5 (2025-10-01)
GPT-4o
88.7%
IFEvalgeneral
Claude Haiku 4.5 (2025-10-01)
GPT-4o
84.0%
BFCL v3agent
Claude Haiku 4.5 (2025-10-01)
79.3%
GPT-4o
MATHmath
Claude Haiku 4.5 (2025-10-01)
GPT-4o
76.6%
MMLU-Proreasoning
Claude Haiku 4.5 (2025-10-01)
72.4%
GPT-4o
MMMUmultimodal
Claude Haiku 4.5 (2025-10-01)
GPT-4o
69.1%
GPQA Diamondreasoning
Claude Haiku 4.5 (2025-10-01)
55.2%
GPT-4o
GPQAreasoning
Claude Haiku 4.5 (2025-10-01)
GPT-4o
53.6%
SWE-bench Verifiedagent
Claude Haiku 4.5 (2025-10-01)
52.0%
GPT-4o