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GPT 6 Luna vs Beam 1.0 501B A23B

At a glance

OpenAI's fastest, most affordable GPT-6 tier for high-volume, latency-sensitive work.

1.1M ctx$0.10/$0.50 per M

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

1.0M ctx$1.00/$3.00 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
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper87%
Reasoning & Knowledge
Graduate Science90.5%Factual Recall41.4%
Math
Competition Math98.9%
Agentic
Novel Reasoning59.3%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
Agentic
Novel Reasoning—
Specs
1.1M
Context
128K
Max output
Sep 2026
Released
1.0M
Context
256K
Max output
Oct 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input90%$0.10/M tokens
Output83%$0.50/M tokens
Cache read90%$0.01/M tokens
Cache write$0.13/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input$1.00/M tokens
Output$3.00/M tokens
Cache read$0.10/M tokens
Chat with GPT 6 LunaGo to model
Chat with Beam 1.0 501B A23BGo to model
Frequently Asked Questions: GPT 6 Luna vs Beam 1.0 501B A23B▼

Which is better, GPT 6 Luna or Beam 1.0 501B A23B?

▼

Both GPT 6 Luna and Beam 1.0 501B A23B 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, GPT 6 Luna or Beam 1.0 501B A23B?

▼

GPT 6 Luna has a lower blended cost. GPT 6 Luna: $0.10 input / $0.50 output. Beam 1.0 501B A23B: $1.00 input / $3.00 output.

Which has a larger context window, GPT 6 Luna or Beam 1.0 501B A23B?

▼

GPT 6 Luna has a larger context window: GPT 6 Luna supports 1.1M tokens vs Beam 1.0 501B A23B at 1M tokens.

Do both GPT 6 Luna and Beam 1.0 501B A23B support vision?

▼

GPT 6 Luna supports vision/image input, but Beam 1.0 501B A23B does not.

What are the key differences between GPT 6 Luna and Beam 1.0 501B A23B?

▼

Key differences: GPT 6 Luna is significantly cheaper; only GPT 6 Luna 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 GPT 6 Luna and Beam 1.0 501B A23B for free on idapt.app to see which performs better for your specific needs.

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