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GPT 6.1 Sol vs Beam 1.0 501B A23B

At a glance

OpenAI's upgraded high-end GPT-6.1 tier, positioned below the flagship GPT 6 Astra.

1.1M ctx$2.00/$10.00 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
Reasoning & Knowledge
Graduate Science95.4%Factual Recall73.9%
Math
Competition Math100.0%
Reasoning
CodingInsufficient data
AgenticInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:OpenRouter
Cheaper63%
Reasoning & Knowledge
Graduate Science—Factual Recall—
Math
Competition Math—
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
Input$2.00/M tokens
Output$10.00/M tokens
Cache read$0.10/M tokens
Cache write$2.50/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input50%$1.00/M tokens
Output70%$3.00/M tokens
Cache read$0.10/M tokens
Chat with GPT 6.1 SolGo to model
Chat with Beam 1.0 501B A23BGo to model
Frequently Asked Questions: GPT 6.1 Sol vs Beam 1.0 501B A23B▼

Which is better, GPT 6.1 Sol or Beam 1.0 501B A23B?

▼

Both GPT 6.1 Sol 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 6.1 Sol or Beam 1.0 501B A23B?

▼

Beam 1.0 501B A23B has a lower blended cost. GPT 6.1 Sol: $2.00 input / $10.00 output. Beam 1.0 501B A23B: $1.00 input / $3.00 output.

Which has a larger context window, GPT 6.1 Sol or Beam 1.0 501B A23B?

▼

GPT 6.1 Sol has a larger context window: GPT 6.1 Sol supports 1.1M tokens vs Beam 1.0 501B A23B at 1M tokens.

Do both GPT 6.1 Sol and Beam 1.0 501B A23B support vision?

▼

GPT 6.1 Sol supports vision/image input, but Beam 1.0 501B A23B does not.

What are the key differences between GPT 6.1 Sol and Beam 1.0 501B A23B?

▼

Key differences: only GPT 6.1 Sol 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 6.1 Sol and Beam 1.0 501B A23B for free on idapt.app to see which performs better for your specific needs.

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