Claude Haiku 4.5 (2025-10-01) vs DeepSeek V3

Claude Haiku 4.5 (2025-10-01) vs DeepSeek V3: DeepSeek V3 is cheaper by 12% on average. Claude Haiku 4.5 (2025-10-01) from Anthropic (200,000-token context, reasoning, tool calls) vs. DeepSeek V3 from Azure AI Foundry (128,000-token context). 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 AI Foundry
$798/mo
Input $1.14/M · Output $4.56/M
At this workload, Claude Haiku 4.5 (2025-10-01) is 5% cheaper than DeepSeek V3 — a savings of $37.13/month ($446/year).
Crossover: Claude Haiku 4.5 (2025-10-01) is cheaper when output/input ≤ 0.32 (input-heavy workloads — RAG, retrieval). DeepSeek V3 wins above (long-form generation).
Current workload ratio: 0.13 (400/3000)
Production recipe — Agent Command Center
strategy: cost-optimized
primary:
  model: claude-haiku-4-5-20251001
  provider: anthropic
fallback:
  model: deepseek-v3
  provider: azure-ai-foundry
shadow: { sample_rate: 0.05 }   # mirror 5% of traffic to compare quality live
Claude Haiku 4.5 (2025-10-01) DeepSeek V3
Input price $1.00/M $1.14/M
Output price $5.00/M $4.56/M
Context window 200,000 128,000
Max output 64,000 8,192
Function calling
Vision
Audio input
Reasoning
Prompt caching
Structured output
Pricing verified May 12, 2026 May 12, 2026
Cheaper option
~12% cheaper than Claude Haiku 4.5 (2025-10-01)
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
DeepSeek V3
1,310
MATHmath
Claude Haiku 4.5 (2025-10-01)
DeepSeek V3
90.2%
HumanEvalcode
Claude Haiku 4.5 (2025-10-01)
89.5%
DeepSeek V3
82.6%
MMLUgeneral
Claude Haiku 4.5 (2025-10-01)
DeepSeek V3
88.5%
BFCL v3agent
Claude Haiku 4.5 (2025-10-01)
79.3%
DeepSeek V3
MMLU-Proreasoning⚠ different settings
Claude Haiku 4.5 (2025-10-01)
72.4%
DeepSeek V3
75.9%
GPQA Diamondreasoning⚠ different settings
Claude Haiku 4.5 (2025-10-01)
55.2%
DeepSeek V3
59.1%
SWE-bench Verifiedagent
Claude Haiku 4.5 (2025-10-01)
52.0%
DeepSeek V3
42.0%
LiveCodeBenchcode
Claude Haiku 4.5 (2025-10-01)
DeepSeek V3
40.5%
AIME 2024math
Claude Haiku 4.5 (2025-10-01)
DeepSeek V3
39.6%