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KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning): A Comparação Definitiva de Desempenho e Preço

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Instantâneo do Modelo

Principais métricas de decisão em um relance.

KAT-Coder-Pro V1
Other
Raciocínio
9
Codificação
2
Multimodal
3
Contexto Longo
5
Preço Combinado / 1M tokens
$0.001
Latência P95
1000ms
Tokens por segundo
50.91tokens/seg
Qwen3 1.7B (Non-reasoning)
Other
Raciocínio
1
Codificação
1
Multimodal
1
Contexto Longo
1
Preço Combinado / 1M tokens
$0.000
Latência P95
1000ms
Tokens por segundo
119.521tokens/seg

Overall Capabilities

The capability radar provides a holistic view of the KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `KAT-Coder-Pro V1` vs `Qwen3 1.7B (Non-reasoning)`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) debate, KAT-Coder-Pro V1 scores 90 against Qwen3 1.7B (Non-reasoning)'s 10. This data-driven approach is essential for any serious KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token
KAT-Coder-Pro V1300ms
Qwen3 1.7B (Non-reasoning)300ms
Tokens per Second
KAT-Coder-Pro V150.91
Qwen3 1.7B (Non-reasoning)119.521
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The Economics of KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning)

Power is only one part of the equation. This KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) pricing analysis gives you a true sense of value.

Pricing Breakdown
Compare input and output pricing at a glance.
Review the complete pricing and packaging strategy

Which Model Wins the KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) Battle for You?

Choose KAT-Coder-Pro V1 if...
Your top priority is raw performance and capability.
You are working in a technical or scientific field requiring the highest accuracy.
Cost is a secondary concern to power in your KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) decision.
Choose Qwen3 1.7B (Non-reasoning) if...
You need a highly responsive model for user-facing applications.
Your budget is a primary consideration in the KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) choice.
You are developing at scale where operational costs are critical.
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Your Questions about the KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) Comparison

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Fonte de dados: https://artificialanalysis.ai/

Comparação de KAT-Coder-Pro V1 vs Qwen3 1.7B (Non-reasoning) | Desempenho, Preços e Benchmarks