Step3 VL 10B vs K2-V2 (high): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Step3 VL 10B vs K2-V2 (high) Showdown

After a comprehensive analysis, K2-V2 (high) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Step3 VL 10B remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Step3 VL 10B vs K2-V2 (high) comparison will break down every critical metric to help you make the best decision.

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Model Snapshot

Key decision metrics at a glance.

Step3 VL 10B

Other

Reasoning: 6
Coding: 1
Multimodal: 1
Long Context: 2
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

K2-V2 (high)

Other

Reasoning: 8
Coding: 2
Multimodal: 2
Long Context: 3
Blended Price / 1M tokens: $0.015
P95 Latency: 1000ms
Tokens per second: —

Overall Capabilities

The capability radar provides a holistic view of the Step3 VL 10B vs K2-V2 (high) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Step3 VL 10B vs K2-V2 (high) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Step3 VL 10B` vs `K2-V2 (high)`.

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 Step3 VL 10B vs K2-V2 (high) debate, Step3 VL 10B scores 60 against K2-V2 (high)'s 80. This data-driven approach is essential for any serious Step3 VL 10B vs K2-V2 (high) comparison.

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

Speed & Latency

Speed is a crucial factor in the Step3 VL 10B vs K2-V2 (high) decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Step3 VL 10B300ms

K2-V2 (high)300ms

Tokens per Second

Step3 VL 10B29

K2-V2 (high)46

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The Economics of Step3 VL 10B vs K2-V2 (high)

Power is only one part of the equation. This Step3 VL 10B vs K2-V2 (high) pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, Step3 VL 10B would cost $0.018, whereas K2-V2 (high) would cost $0.018. This practical calculation is vital for any developer considering the Step3 VL 10B vs K2-V2 (high) choice.

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