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Claude Haiku 4.5 vs DeepSeek V4 Flash

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 V4 Flash.

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 V4 Flash

DeepSeek V4 Flash is an efficiency-optimized Mixture-of-Experts model from DeepSeek with 284B total parameters and 13B activated parameters, supporting a 1M-token context window. It is designed for fast inference and...

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Technical Specifications

SpecificationClaude Haiku 4.5DeepSeek V4 Flash
ProviderAnthropicDeepSeek
Context Window200,000 tokens1,048,576 tokens
Agent Suitability87/10086/100
Time to First Token (TTFT)180 ms120 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152026-04-24

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

DeepSeek V4 Flash

$0.09

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

DeepSeek V4 Flash

$0.18

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%vs8240.0%
Claude Haiku 4.5
DeepSeek V4 Flash
HumanEvalPython coding & logic synthesis
8600.0%vs8410.0%
Claude Haiku 4.5
DeepSeek V4 Flash
MATHComplex mathematical problem solving
7500.0%vs5020.0%
Claude Haiku 4.5
DeepSeek V4 Flash
GPQAGraduate-level expert reasoning
5500.0%vs3800.0%
Claude Haiku 4.5
DeepSeek V4 Flash
HellaSwagCommonsense reasoning and inference
9350.0%vs8350.0%
Claude Haiku 4.5
DeepSeek V4 Flash
MT-BenchMulti-turn conversation flow quality
890.0%vs875.0%
Claude Haiku 4.5
DeepSeek V4 Flash

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 V4 Flash Quirks & Gotchas

  • Best cost-per-token ratio of any hosted API — ideal for high-throughput pipelines
  • Lower agentic performance vs V4 Pro — route complex tool calls accordingly