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Claude 3 Haiku 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 3 Haiku and DeepSeek V4 Flash.

Anthropic

Claude 3 Haiku

Claude 3 Haiku is Anthropic's fastest and most compact model for near-instant responsiveness. Quick and accurate targeted performance. See the launch announcement and benchmark results [here](https://www.anthropic.com/news/claude-3-haiku) #multimodal

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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 3 HaikuDeepSeek V4 Flash
ProviderAnthropicDeepSeek
Context Window200,000 tokens1,048,576 tokens
Agent SuitabilityN/A86/100
Time to First Token (TTFT)N/A120 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-132026-04-24

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Haiku

$0.25

DeepSeek V4 Flash

$0.09

Output Price per Million Tokens

Claude 3 Haiku

$1.25

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
7520.0%vs8240.0%
Claude 3 Haiku
DeepSeek V4 Flash
HumanEvalPython coding & logic synthesis
7590.0%vs8410.0%
Claude 3 Haiku
DeepSeek V4 Flash
MATHComplex mathematical problem solving
3890.0%vs5020.0%
Claude 3 Haiku
DeepSeek V4 Flash
GPQAGraduate-level expert reasoning
3200.0%vs3800.0%
Claude 3 Haiku
DeepSeek V4 Flash
HellaSwagCommonsense reasoning and inference
8810.0%vs8350.0%
Claude 3 Haiku
DeepSeek V4 Flash
MT-BenchMulti-turn conversation flow quality
800.0%vs875.0%
Claude 3 Haiku
DeepSeek V4 Flash

Claude 3 Haiku Quirks & Gotchas

No developer gotchas reported.

DeepSeek V4 Flash Quirks & Gotchas

  • โ–ธBest cost-per-token ratio of any hosted API โ€” ideal for high-throughput pipelines
  • โ–ธLower agentic performance vs V4 Pro โ€” route complex tool calls accordingly