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Cogito v2.1 (Reasoning) 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.

Cogito v2.1 (Reasoning)
Other
Raciocínio
7
Codificação
2
Multimodal
5
Contexto Longo
8
Preço Combinado / 1M tokens
$0.001
Latência P95
1000ms
Tokens por segundo
73.701tokens/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 Cogito v2.1 (Reasoning) vs Qwen3 1.7B (Non-reasoning) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Cogito v2.1 (Reasoning) vs Qwen3 1.7B (Non-reasoning) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Cogito v2.1 (Reasoning)` 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 Cogito v2.1 (Reasoning) vs Qwen3 1.7B (Non-reasoning) debate, Cogito v2.1 (Reasoning) scores 70 against Qwen3 1.7B (Non-reasoning)'s 10. This data-driven approach is essential for any serious Cogito v2.1 (Reasoning) 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 Cogito v2.1 (Reasoning) 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
Cogito v2.1 (Reasoning)300ms
Qwen3 1.7B (Non-reasoning)300ms
Tokens per Second
Cogito v2.1 (Reasoning)73.701
Qwen3 1.7B (Non-reasoning)119.521
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The Economics of Cogito v2.1 (Reasoning) vs Qwen3 1.7B (Non-reasoning)

Power is only one part of the equation. This Cogito v2.1 (Reasoning) 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.
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Which Model Wins the Cogito v2.1 (Reasoning) vs Qwen3 1.7B (Non-reasoning) Battle for You?

Choose Cogito v2.1 (Reasoning) if...
You are working in a technical or scientific field requiring the highest accuracy.
Cost is a secondary concern to power in your Cogito v2.1 (Reasoning) vs Qwen3 1.7B (Non-reasoning) decision.
You need the most advanced reasoning capabilities available.
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 Cogito v2.1 (Reasoning) 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 Cogito v2.1 (Reasoning) vs Qwen3 1.7B (Non-reasoning) Comparison

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

Comparação de Cogito v2.1 (Reasoning) vs Qwen3 1.7B (Non-reasoning) | Desempenho, Preços e Benchmarks