Step3 VL 10B
Analysis Summary
Step3 VL 10B is a StepFun model released in January 2026 with general reasoning, science, instruction-following, and terminal-use measurements. The available results indicate limited reasoning depth and weak execution reliability, while the instruction-following result is adequate for simple, tightly specified prompts. The supplied record does not include pricing, context capacity, speed, or explicit modality details beyond the model's VL designation.
It may be useful for small-scale experiments involving straightforward visual-language tasks, provided those tasks are validated carefully. It is not a strong fit for autonomous agents, software engineering, complex document work, or unsupervised client content. The low terminal and tau results are particularly relevant for workflows that require dependable actions rather than text generation alone. Consider it only when its specific deployment characteristics are more important than broad capability.
Assessed August 9, 2026
Editorial notes
Step3 VL 10B provides basic multimodal-oriented reasoning with measured instruction following and limited coding evidence. Weak terminal and tool-use results make it a poor choice for autonomous business workflows.
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DFO Verdict
Step3 VL 10B provides basic multimodal-oriented reasoning with measured instruction following and limited coding evidence. Weak terminal and tool-use results make it a poor choice for autonomous business workflows.
Benchmark scores
Magenta = intelligence · Ink = technical/agentic · Cyan = content & long-context · Grey = community benchmarks. Data: Artificial Analysis, Hugging Face.
9.3 Intelligence Index
How Step3 VL 10B compares
Step3 VL 10B ranks #285 of 428 AI models we track for overall intelligence. Step3 VL 10B is currently free to use via OpenRouter.
Dark bar = input · light bar = output, scaled to the priciest peer.
1M tokens ≈ 8 full-length novels or ~2,500 pages of business documents in a single request.
Strongest on content. The pulled-in value corner is the trade-off, and if the shape matters more than the price, this is your model.
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Frequently asked questions about Step3 VL 10B
How much does Step3 VL 10B cost?
Step3 VL 10B is currently available for free via OpenRouter.
Who created Step3 VL 10B?
Step3 VL 10B is developed by StepFun and was released on January 20, 2026.