Beam 1.0 501B A23B vs GPT-5.6 Luna

Prices checked

Beam 1.0 501B A23B and GPT-5.6 Luna split the 5 rounds this table counts: the maker's two prices, the cheapest price, the maker's blended price and context. The weighting you pick decides the rest.

Reflection

Beam 1.0 501B A23B

1M context · tool calling · open weights

$0.44/M tokens

OpenRouter's own price · $0.21 per 1,000 pages

OpenAI

GPT-5.6 Luna

1.1M context · tool calling · reads images

$0.45/M tokens

OpenAI's own price · $0.19 per 1,000 pages

Maker's price in (lower wins)

$0.25/M

$0.20/M

Maker's price out (lower wins)

$1/M

$1.20/M

Cheapest price (lower wins)

none below the maker

none below the maker

Maker's price, blended (lower wins)

$0.44/M

$0.45/M

Cost per 1,000 pages (lower wins)

$0.21

$0.19

Context

1M tokens

1.1M tokens

Open weights

yes

no

Tool calling

yes

yes

Structured output

yes

yes

Reads images

no

yes

Reasoning

yes

yes

Released

5 Oct 2026

9 Jul 2026

Providers selling it

11

51

Price we measure against

OpenRouter

the maker's own

Trains on your prompts (no is better)

no provider to check

no provider to check

Providers selling both · 4

  • Kilo Gateway$0.44 / $0.45
  • Nous Portal$0.44 / $0.45
  • OpenRouter$0.44 / $0.45
  • Eden AI$0.60 / $0.49

Beam 1.0 501B A23B, then GPT-5.6 Luna, per million tokens.

Go further

Add a third or fourth model, or change the weighting, in the tool.

What moved this week

  1. GPT-5.6 Luna

    Amazon Bedrock · 9% cheaper ·

    $0.20 / $1.20 $0.22 / $1.32
  2. GPT-5.6 Luna

    Cortecs · 0.4% dearer ·

    $0.22 / $1.32 $0.22 / $1.32
  3. GPT-5.6 Luna

    routing.run · 250% dearer ·

    $0.70 / $4.20 $0.20 / $1.20
  4. Beam 1.0 501B A23B

    Kilo Gateway · 3% dearer ·

    $0.25 / $1 $0.24 / $0.98
  5. Beam 1.0 501B A23B

    Nous Portal · 3% dearer ·

    $0.25 / $1 $0.24 / $0.98
  6. GPT-5.6 Luna

    Phala (RedPill) · 40% cheaper ·

    $0.20 / $1.20 $0.40 / $1.80
  7. Beam 1.0 501B A23B

    OpenRouter · 8% cheaper ·

    $0.25 / $1 $0.30 / $1
  8. GPT-5.6 Luna

    AI/ML API · 23% cheaper ·

    $0.20 / $1.20 $0.26 / $1.56

Frequently asked

Which is cheaper, Beam 1.0 501B A23B or GPT-5.6 Luna?
Beam 1.0 501B A23B, at $0.44 per million tokens against $0.45 for GPT-5.6 Luna, blended 3 in : 1 out, read on 31 Oct 2026.
Where is each one cheapest?
Beam 1.0 501B A23B: nobody sells it below OpenRouter's own price with a stated reason, so $0.44 is the number to beat. GPT-5.6 Luna: nobody sells it below the maker's own price with a stated reason, so $0.45 is the number to beat.
Can I buy both from one provider?
Yes. 4 providers sell both: Kilo Gateway, Nous Portal, OpenRouter, Eden AI. The cheapest of them for the two together is Kilo Gateway.
Which holds more context?
GPT-5.6 Luna, at 1.1M tokens against 1M.

Prices exclude tax, read 31 Oct 2026 from each provider's own catalog. They are per M tokens, blended 3 in : 1 out, and a page is 600 tokens in and 60 out. Bars are scaled to the larger value in each row.

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