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Claude 3 Haiku vs KAT-Coder-Pro V2

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 KAT-Coder-Pro V2.

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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Kuaishou

KAT-Coder-Pro V2

KAT-Coder-Pro V2 is the latest high-performance model in KwaiKAT’s KAT-Coder series, designed for complex enterprise-grade software engineering and SaaS integration. It builds on the agentic coding strengths of earlier versions,...

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Technical Specifications

SpecificationClaude 3 HaikuKAT-Coder-Pro V2
ProviderAnthropicKuaishou
Context Window200,000 tokens256,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-03-132026-03-27

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Haiku

$0.25

KAT-Coder-Pro V2

$0.30

Output Price per Million Tokens

Claude 3 Haiku

$1.25

KAT-Coder-Pro V2

$1.20

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
KAT-Coder-Pro V2
HumanEvalPython coding & logic synthesis
7590.0%vsN/A
Claude 3 Haiku
KAT-Coder-Pro V2
MATHComplex mathematical problem solving
3890.0%vsN/A
Claude 3 Haiku
KAT-Coder-Pro V2
GPQAGraduate-level expert reasoning
3200.0%vsN/A
Claude 3 Haiku
KAT-Coder-Pro V2
HellaSwagCommonsense reasoning and inference
8810.0%vsN/A
Claude 3 Haiku
KAT-Coder-Pro V2
MT-BenchMulti-turn conversation flow quality
800.0%vsN/A
Claude 3 Haiku
KAT-Coder-Pro V2

Claude 3 Haiku Quirks & Gotchas

No developer gotchas reported.

KAT-Coder-Pro V2 Quirks & Gotchas

No developer gotchas reported.