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ModelCap

Head-to-head comparison

Ling 3.0 Flash vs Laguna XS.2

Ling 3.0 Flash (InclusionAI) and Laguna XS.2 (Poolside) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.

Snapshot as of 15 September 2026

As of 15 September 2026, Laguna XS.2 holds the stronger ModelCap Index position (#68 vs #70).

Which should you choose?

Choose Ling 3.0 Flash if…

  • you want provider choice — 2 listed API providers against 0.
  • you want the more recently listed model — Ling 3.0 Flash was listed 23 July 2026, Laguna XS.2 23 April 2026.

Choose Laguna XS.2 if…

  • you want the stronger overall ModelCap Index position — #68 against #70 (53.2 vs 51.9 points).

Ling 3.0 Flash vs Laguna XS.2: specs, pricing and context

Specification comparison of Ling 3.0 Flash and Laguna XS.2
FieldLing 3.0 FlashInclusionAILaguna XS.2Poolside
ModelCap Index position#70#68
Index score51.953.2
EvidenceMeasuredEstimated
Input price / 1M tokens$0.021Unlisted
Output price / 1M tokens$0.063Unlisted
Context window262K tokens— tokens
Max output tokens33K
API providers listed20
Weight accessOpen weightsOpen weights
Input modalitiesTextText
First listed23 July 202623 April 2026
PublisherInclusionAIPoolside

Evidence: 1 public benchmark observation across 1 board · 4 reported rows against measured corpus ladders (62%); global-corpus-prior over 187 held-out anchors (38%); shrunk 0.8 toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Ling 3.0 Flash vs Laguna XS.2

Public benchmark boards where Ling 3.0 Flash or Laguna XS.2 has a published result
BoardLing 3.0 FlashLaguna XS.2Leads
AA Intelligence IndexArtificial Analysis20.6intelligence-index:v4.3:reasoning-unspecifiedOnly one result
AA Terminal-Bench 2.1Artificial Analysis55.4%terminal-bench:2.1:terminus-2:e2b:pass-at-1:3-repeats:source-model="Ling 3.0 Flash":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis23.7%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Ling 3.0 Flash":reasoning=trueOnly one result

Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.

Want a different pairing? Open the interactive comparison tool to swap either model for any current ranked language model.

Ling 3.0 Flash vs Laguna XS.2: common questions

Is Ling 3.0 Flash better than Laguna XS.2?

Laguna XS.2 ranks higher on the ModelCap Index as of 15 September 2026: #68 against #70. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.

Is Ling 3.0 Flash cheaper than Laguna XS.2?

At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.

Which has the bigger context window, Ling 3.0 Flash or Laguna XS.2?

Both publish a 262K-token context window.

Which is better for coding, Ling 3.0 Flash or Laguna XS.2?

The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.

Are Ling 3.0 Flash and Laguna XS.2 open-weight models?

Ling 3.0 Flash: Open weights. Laguna XS.2: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.

Where can I run Ling 3.0 Flash and Laguna XS.2?

ModelCap currently lists 2 API providers for Ling 3.0 Flash and 0 for Laguna XS.2, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Ling 3.0 Flash vs Laguna XS.2 comparison?

Every figure comes from the sealed ModelCap dataset published 15 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.

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