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Beam 1.0 501B A23B vs GLM 5.3

At a glance

Reflection's open-weight reasoning model for coding and long-horizon agentic workflows.

1.0M ctx$1.00/$3.00 per M

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

1.0M ctx$0.08/$4.80 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
Cheaper16%
Reasoning & Knowledge
Graduate Science90.9%Factual Recall41.0%
Math
Competition Math91.1%
Specs
1.0M
Context
256K
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
Output38%$3.00/M tokens
Cache read$0.10/M tokens
Live pricing, shown before you run
Input92%$0.08/M tokens
Output$4.80/M tokens
Cache read22%$0.08/M tokens
Chat with Beam 1.0 501B A23BGo to model
Chat with GLM 5.3Go to model
Frequently Asked Questions: Beam 1.0 501B A23B vs GLM 5.3▼

Which is better, Beam 1.0 501B A23B or GLM 5.3?

▼

Both Beam 1.0 501B A23B 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, Beam 1.0 501B A23B or GLM 5.3?

▼

GLM 5.3 has a lower blended cost. Beam 1.0 501B A23B: $1.00 input / $3.00 output. GLM 5.3: $0.08 input / $4.80 output.

Which has a larger context window, Beam 1.0 501B A23B or GLM 5.3?

▼

Beam 1.0 501B A23B has a larger context window: Beam 1.0 501B A23B supports 1M tokens vs GLM 5.3 at 1M tokens.

What are the key differences between Beam 1.0 501B A23B and GLM 5.3?

▼

Key differences: GLM 5.3 is significantly cheaper. 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 Beam 1.0 501B A23B and GLM 5.3 for free on idapt.app to see which performs better for your specific needs.

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