Model Comparison

Qwen3 8B (Non-reasoning)
vs. Step3 VL 10B

Comparing 2 AI models · 0 benchmarks · Alibaba, StepFun

Recommended Pick

StepFun logoStep3 VL 10B2 metric wins

Strongest on: Reasoning, Intelligence

Lowest Price

Alibaba logo

Qwen3 8B (Non-reasoning)

$0.18/1M input price

Best Reasoning

StepFun logo

Step3 VL 10B

3.8 reasoning score

Blends available reasoning benchmarks

Differences That Matter

Reasoning gap

Step3 VL 10B leads Qwen3 8B (Non-reasoning) by 2.8 points on reasoning.

Top-pick rationale

Step3 VL 10B wins 2 measurable categories, including Reasoning, Intelligence.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

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Alibaba logo

Qwen3 8B (Non-reasoning)

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
StepFun logo

Step3 VL 10B

StepFun

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

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Full Comparison

Metric
Alibaba logoQwen3 8B (Non-reasoning)
Alibaba
Top Pick
StepFun logoStep3 VL 10B
StepFun
Pricing per 1M tokens
Input Cost$0.18/1M
Output Cost$0.70/1M
Blended (3:1)$0.31/1M
Specifications
OrganizationAlibabaStepFun
Release DateApr 28, 2025Jan 20, 2026
Performance & Speed
Throughput39.6 tok/s
TTFT3650ms
Latency3650ms
Composite Indices
Value Score100.0
Reasoning Score1.03.8
Intelligence1.03.8

Key Takeaways

Qwen3 8B (Non-reasoning) offers the best value at $0.18/1M,making it ideal for high-volume applications and cost-conscious projects.

Step3 VL 10B has the strongest reasoning profile with a 3.8 reasoning score,combining the available reasoning-heavy benchmarks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

Alibaba logo

Qwen3 8B (Non-reasoning)

  • Cost-sensitive applications
  • High-volume processing
StepFun logo

Step3 VL 10B

  • Complex reasoning tasks
  • Research & analysis