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Step 5 Preview vs GLM 5.3

At a glance

StepFun's flagship agentic model, a 600B-parameter MoE with 27B active.

1M ctx$1.00/$2.70 per M

Z.ai's large-scale reasoning flagship for complex software engineering and long-horizon agent tasks.

1.0M ctx$0.22/$3.39 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper29%
Reasoning & Knowledge
Graduate Science90.9%Factual Recall41.0%
Math
Competition Math91.1%
Specs
1M
Context
64K
Max output
Oct 2026
Released
1.0M
Context
256K
Max output
Aug 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$1.00/M tokens
Output20%$2.70/M tokens
Cache read72%$0.05/M tokens
Live pricing, shown before you run
Input78%$0.22/M tokens
Output$3.39/M tokens
Cache read$0.18/M tokens
Chat with Step 5 PreviewGo to model
Chat with GLM 5.3Go to model
Frequently Asked Questions: Step 5 Preview vs GLM 5.3▼

Which is better, Step 5 Preview or GLM 5.3?

▼

Both Step 5 Preview and GLM 5.3 are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Step 5 Preview or GLM 5.3?

▼

GLM 5.3 has a lower blended cost. Step 5 Preview: $1.00 input / $2.70 output. GLM 5.3: $0.22 input / $3.39 output.

Which has a larger context window, Step 5 Preview or GLM 5.3?

▼

GLM 5.3 has a larger context window: Step 5 Preview supports 1M tokens vs GLM 5.3 at 1M tokens.

Do both Step 5 Preview and GLM 5.3 support vision?

▼

Step 5 Preview supports vision/image input, but GLM 5.3 does not.

What are the key differences between Step 5 Preview and GLM 5.3?

▼

Key differences: GLM 5.3 is significantly cheaper; only Step 5 Preview supports vision input. Compare full specs on this page.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Step 5 Preview and GLM 5.3 for free on idapt.app to see which performs better for your specific needs.

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