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Nova Premier vs GLM 5.2

At a glance

Amazon's most capable multimodal model for complex reasoning tasks.

1M ctx$2.50/$12.50 per M

Z.ai's frontier reasoning model for long-context agents and software engineering.

831.0M ctx$0.78/$2.44 per M#16/92
Agent Demos
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No shared agent demos for these models yet.

AI Output
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Benchmarks
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Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI83.4
Reasoning & Knowledge
Graduate Science91.9%Factual Recall38.1%
Math
Competition Math86.4%
Coding
Real-World Coding78.7%
Specs
1M
Context
32K
Max output
Oct 2025
Released
1.0M
Context
131K
Max output
Jun 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$2.50/M tokens
Output$12.50/M tokens
Cache read$0.63/M tokens
Live pricing, shown before you run
Input69%$0.78/M tokens
Output80%$2.44/M tokens
Cache read77%$0.14/M tokens
Chat with Nova PremierGo to model
Chat with GLM 5.2Go to model
Frequently Asked Questions: Nova Premier vs GLM 5.2▼

Which is better, Nova Premier or GLM 5.2?

▼

Both Nova Premier and GLM 5.2 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, Nova Premier or GLM 5.2?

▼

GLM 5.2 has a lower blended cost. Nova Premier: $2.50 input / $12.50 output. GLM 5.2: $0.78 input / $2.44 output.

Which has a larger context window, Nova Premier or GLM 5.2?

▼

GLM 5.2 has a larger context window: Nova Premier supports 1M tokens vs GLM 5.2 at 1M tokens.

Do both Nova Premier and GLM 5.2 support vision?

▼

Nova Premier supports vision/image input, but GLM 5.2 does not.

What are the key differences between Nova Premier and GLM 5.2?

▼

Key differences: GLM 5.2 is significantly cheaper; only Nova Premier supports vision input; only GLM 5.2 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 Nova Premier and GLM 5.2 for free on idapt.app to see which performs better for your specific needs.

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