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Claude Haiku 4.5 vs DeepSeek V3 0324

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Haiku 4.5 and DeepSeek V3 0324.

Anthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...

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DeepSeek

DeepSeek V3 0324

DeepSeek V3, a 685B-parameter, mixture-of-experts model, is the latest iteration of the flagship chat model family from the DeepSeek team. It succeeds the [DeepSeek V3](/deepseek/deepseek-chat-v3) model and performs really well...

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Technical Specifications

SpecificationClaude Haiku 4.5DeepSeek V3 0324
ProviderAnthropicDeepSeek
Context Window200,000 tokens163,840 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-03-24

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

DeepSeek V3 0324

$0.24

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

DeepSeek V3 0324

$0.90

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8480.0%vsN/A
Claude Haiku 4.5
DeepSeek V3 0324
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
DeepSeek V3 0324
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
DeepSeek V3 0324
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
DeepSeek V3 0324
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
DeepSeek V3 0324
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
DeepSeek V3 0324

Claude Haiku 4.5 Quirks & Gotchas

  • Fastest TTFT in the Claude lineup — ideal for real-time chat
  • Tool calling limited compared to Sonnet — best for simple classification and routing

DeepSeek V3 0324 Quirks & Gotchas

No developer gotchas reported.