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Comparison · 2 models · Updated Oct 4, 2026

Qwen3.8 2.4T A95B vs Laguna XS 2.1

Laguna XS 2.1 comes out ahead, 68 to 34 on our weighted score, and it is the cheaper option too.

  1. Alibaba (Qwen)

    Qwen3.8 2.4T A95B

    Released Aug 12, 2026

    34/100
    • ECI—
    • Price$2.00 / $6.00
    • Context262K
    Full specs Remove Qwen3.8 2.4T A95B
  2. Our pick

    Poolside

    Laguna XS 2.1

    Released Jul 2, 2026

    68/100
    • ECI—
    • Price$0.06 / $0.12
    • Context262K
    Full specs Remove Laguna XS 2.1

  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Laguna XS 2.1 is our pick

Laguna XS 2.1 is the better all-round choice, scoring 68/100 against Qwen3.8 2.4T A95B (34). It leads on price. Qwen3.8 2.4T A95B wins on inputs & features. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

  • CapabilityNot enough dataNo independent benchmark covers every model here yet
  • Lowest priceLaguna XS 2.1Laguna XS 2.1 $0.075 · Qwen3.8 2.4T A95B $3.00 per 1M tokens (3:1 blend)
  • Longest contextAbout the sameQwen3.8 2.4T A95B 262,144 · Laguna XS 2.1 262,144 tokens
  • Widest inputsSame inputsQwen3.8 2.4T A95B: Text · Laguna XS 2.1: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightQwen3.8 2.4T A95BLaguna XS 2.1
Price50%27100
Inputs & features30%4535
Context window20%3737
Overall100%34/10068/100

Left out because at least one model lacks the data: capability. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

Qwen3.8 2.4T A95B vs Laguna XS 2.1 specifications side by side
SpecificationQwen3.8 2.4T A95BAlibaba (Qwen)Laguna XS 2.1Poolside
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$2.00$0.06 (best)
Output$6.00$0.12 (best)
Cached input——
Blended (3:1)$3.00$0.075 (best)
Long-context rateSame rateSame rate
Price sourceMedian of 21 providersMedian of 1 providers
Limits
Context window262,144 tokens262,144 tokens
Max output131,072 tokens (best)32,768 tokens
Inputs and features
TextYesYes
ImagesNoNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningYesYes
Tool callingYesYes
Structured outputYesNo
Availability
WeightsOpenqwen3.8-maxOpen
API model ID—poolside/laguna-xs-2.1
API providers21 (best)4
ReleasedAug 12, 2026Jul 2, 2026
Knowledge cutoff——
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • Qwen3.8 2.4T A95B$32.00
  • Laguna XS 2.1$0.84
04 — Questions

Which should you choose?

Which is better: Qwen3.8 2.4T A95B or Laguna XS 2.1?

Laguna XS 2.1 is the better all-round choice, scoring 68/100 against Qwen3.8 2.4T A95B (34). It leads on price. Qwen3.8 2.4T A95B wins on inputs & features. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.

Which is cheaper, Qwen3.8 2.4T A95B or Laguna XS 2.1?

Laguna XS 2.1 is cheaper at $0.06 input / $0.12 output per million tokens (median across 1 API provider; free on Poolside). Qwen3.8 2.4T A95B costs $2.00 input / $6.00 output per million tokens (median across 21 API providers). At a typical mix of three input tokens to one output token, that is $0.075 per million tokens for Laguna XS 2.1 versus $3.00 for Qwen3.8 2.4T A95B (40× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. Qwen3.8 2.4T A95B has not been scored yet and Laguna XS 2.1 has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for Qwen3.8 2.4T A95B and Laguna XS 2.1 yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.

Which has the bigger context window?

Qwen3.8 2.4T A95B and Laguna XS 2.1 share the same 262,144-token context window. Maximum output per response: Qwen3.8 2.4T A95B up to 131,072, Laguna XS 2.1 up to 32,768 tokens.

Which can read images, PDFs, audio or video?

Qwen3.8 2.4T A95B accepts text; Laguna XS 2.1 accepts text. They handle the same number of input types.

Are any of these open source?

Yes, both publish their weights (qwen3.8-max), so you can self-host them.

Which is newer?

Qwen3.8 2.4T A95B is the newest, released Aug 12, 2026. Laguna XS 2.1 came out Jul 2, 2026.

How do you decide the winner?

Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.

05 — Keep comparing

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