Which is cheaper, Laguna XS 2.1 or text-embedding-ada-002?

Laguna XS 2.1, at $0.30 per million tokens against $0.30 for text-embedding-ada-002, three parts input to one part output, read on 16 Sept 2026.

Where is each one cheapest?

Laguna XS 2.1: nobody goes below the maker's own price with a reason we can point at, so $0.30 is the number to beat. text-embedding-ada-002: nobody goes below the maker's own price with a reason we can point at, so $0.30 is the number to beat.

Can I buy both from one provider?

Yes. 2 providers sell both: Nous Portal, TrustedRouter. The cheapest of them for the two together is Nous Portal.

Which holds more context?

Laguna XS 2.1, at 262k tokens against 8k.

Laguna XS 2.1 vs text-embedding-ada-002.

model vs model · prices as of 16 Sept 2026

Laguna XS 2.1 takes 3 of 5 rounds against text-embedding-ada-002. It is also the cheaper of the two to run, at $0.30 per million tokens against $0.30.

Poolsidewins 3 rounds

Laguna XS 2.1

$0.30/M tokens

Poolside list price, nothing below it is accounted for · $0.0432 per 1,000 pages

262k context · tool calling · open weights

OpenAI

text-embedding-ada-002

$0.30/M tokens

OpenAI list price, nothing below it is accounted for · $0.06 per 1,000 pages

8k context

List price in (lower wins)

$0.06/M

$0.10/M

List price out (lower wins)

$0.12/M

$0/M

Cheapest we can explain (lower wins)

none below list

Standard price (lower wins)

$0.30/M

Cost per 1,000 pages (lower wins)

$0.0432

$0.06

Context

262k tokens

8k tokens

Open weights

yes

Tool calling

yes

Structured output

not stated

Reads images

Reasoning

yes

Released

2 Jul 2026

15 Dec 2022

Providers selling it

Price we measure against

the maker's own

Trains on your prompts (no is better)

no provider to check

Providers selling both · 2

Nous Portal$0.30 / $0.30
TrustedRouter$16.88 / $0.32

Laguna XS 2.1 then text-embedding-ada-002, per million tokens

Go further

open in the compare tool →every price for Laguna XS 2.1 every price for text-embedding-ada-002

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

What moved in the last seven days

Laguna XS 2.1Nous Portal$0.05 / $0.10 $0.06 / $0.1225% dearer · 16 Sept 2026
text-embedding-ada-002Nous Portal$0.08 / $0 $0.10 / $025% dearer · 16 Sept 2026

Frequently asked

Which is cheaper, Laguna XS 2.1 or text-embedding-ada-002?: Laguna XS 2.1, at $0.30 per million tokens against $0.30 for text-embedding-ada-002, three parts input to one part output, read on 16 Sept 2026.
Where is each one cheapest?: Laguna XS 2.1: nobody goes below the maker's own price with a reason we can point at, so $0.30 is the number to beat. text-embedding-ada-002: nobody goes below the maker's own price with a reason we can point at, so $0.30 is the number to beat.
Can I buy both from one provider?: Yes. 2 providers sell both: Nous Portal, TrustedRouter. The cheapest of them for the two together is Nous Portal.
Which holds more context?: Laguna XS 2.1, at 262k tokens against 8k.

Prices exclude tax and are per million tokens, read 16 Sept 2026 from each provider's own catalog. The standard price blends three parts input to one part output; a page is 600 tokens in and 60 out. Bars are scaled to the larger value in each row.