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Schematron V2 Small vs GLM 5.3

At a glance

Inference.net's extraction specialist tuned for quality: a 3B model that turns HTML pages into structured JSON.

128K ctx$0.05/$0.23 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
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper91%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science90.9%Factual Recall41.0%
Math
Competition Math91.1%
Specs
128K
Context
4K
Max output
Sep 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
Input77%$0.05/M tokens
Output93%$0.23/M tokens
Cache read72%$0.05/M tokens
Live pricing, shown before you run
Input$0.22/M tokens
Output$3.39/M tokens
Cache read$0.18/M tokens
Chat with Schematron V2 SmallGo to model
Chat with GLM 5.3Go to model
Frequently Asked Questions: Schematron V2 Small vs GLM 5.3▼

Which is better, Schematron V2 Small or GLM 5.3?

▼

Both Schematron V2 Small 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, Schematron V2 Small or GLM 5.3?

▼

Schematron V2 Small has a lower blended cost. Schematron V2 Small: $0.05 input / $0.23 output. GLM 5.3: $0.22 input / $3.39 output.

Which has a larger context window, Schematron V2 Small or GLM 5.3?

▼

GLM 5.3 has a larger context window: Schematron V2 Small supports 128K tokens vs GLM 5.3 at 1M tokens.

What are the key differences between Schematron V2 Small and GLM 5.3?

▼

Key differences: Schematron V2 Small is significantly cheaper; only GLM 5.3 offers extended reasoning mode. 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 Schematron V2 Small and GLM 5.3 for free on idapt.app to see which performs better for your specific needs.

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