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Claude 3 Haiku vs DeepSeek V3.1

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 V3.1.

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 V3.1

DeepSeek-V3.1 is a large hybrid reasoning model (671B parameters, 37B active) that supports both thinking and non-thinking modes via prompt templates. It extends the DeepSeek-V3 base with a two-phase long-context...

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Technical Specifications

SpecificationClaude 3 HaikuDeepSeek V3.1
ProviderAnthropicDeepSeek
Context Window200,000 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-132025-08-21

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Haiku

$0.25

DeepSeek V3.1

$0.21

Output Price per Million Tokens

Claude 3 Haiku

$1.25

DeepSeek V3.1

$0.79

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%vsN/A
Claude 3 Haiku
DeepSeek V3.1
HumanEvalPython coding & logic synthesis
7590.0%vsN/A
Claude 3 Haiku
DeepSeek V3.1
MATHComplex mathematical problem solving
3890.0%vsN/A
Claude 3 Haiku
DeepSeek V3.1
GPQAGraduate-level expert reasoning
3200.0%vsN/A
Claude 3 Haiku
DeepSeek V3.1
HellaSwagCommonsense reasoning and inference
8810.0%vsN/A
Claude 3 Haiku
DeepSeek V3.1
MT-BenchMulti-turn conversation flow quality
800.0%vsN/A
Claude 3 Haiku
DeepSeek V3.1

Claude 3 Haiku Quirks & Gotchas

No developer gotchas reported.

DeepSeek V3.1 Quirks & Gotchas

No developer gotchas reported.