Claude Haiku 4.5 (2025-10-01) vs Gemini 2.5 Flash

Claude Haiku 4.5 (2025-10-01) vs Gemini 2.5 Flash: Gemini 2.5 Flash is cheaper by 70% on average. Claude Haiku 4.5 (2025-10-01) from Anthropic (200,000-token context, reasoning, tool calls) vs. Gemini 2.5 Flash from Google Vertex AI (1,048,576-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
01,048,576
400
065,535
5,000
01,000,000
Anthropic
$761/mo
Input $1.00/M · Output $5.00/M
Google Vertex AI
$289/mo
Input $0.300/M · Output $2.50/M
At this workload, Gemini 2.5 Flash is 62% cheaper than Claude Haiku 4.5 (2025-10-01) — a savings of $472/month ($5,661/year).
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
  model: gemini-2-5-flash
  provider: vertex-ai
fallback:
  model: claude-haiku-4-5-20251001
  provider: anthropic
shadow: { sample_rate: 0.05 }   # mirror 5% of traffic to compare quality live
Claude Haiku 4.5 (2025-10-01) Gemini 2.5 Flash
Input price $1.00/M $0.300/M
Output price $5.00/M $2.50/M
Context window 200,000 1,048,576
Max output 64,000 65,535
Function calling
Vision
Audio input
Reasoning
Prompt caching
Structured output
Pricing verified May 12, 2026 May 12, 2026
Cheaper option
~70% cheaper than Claude Haiku 4.5 (2025-10-01)
Larger context
1,048,576 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
Gemini 2.5 Flash
1,335
HumanEvalcode
Claude Haiku 4.5 (2025-10-01)
89.5%
Gemini 2.5 Flash
87.0%
BFCL v3agent
Claude Haiku 4.5 (2025-10-01)
79.3%
Gemini 2.5 Flash
MMLU-Proreasoning
Claude Haiku 4.5 (2025-10-01)
72.4%
Gemini 2.5 Flash
75.0%
GPQA Diamondreasoning
Claude Haiku 4.5 (2025-10-01)
55.2%
Gemini 2.5 Flash
68.4%
AIME 2024math
Claude Haiku 4.5 (2025-10-01)
Gemini 2.5 Flash
60.0%
SWE-bench Verifiedagent
Claude Haiku 4.5 (2025-10-01)
52.0%
Gemini 2.5 Flash