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Head-to-head comparison

Laguna XS 2.1 vs GLM 5 Turbo

Laguna XS 2.1 (Poolside) and GLM 5 Turbo (Z.ai) 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 2.1 holds the stronger ModelCap Index position (#77 vs #80); Laguna XS 2.1 is 33.3× cheaper per output token ($0.12/1M vs $4.00/1M); and Laguna XS 2.1 offers the longer context window (262K vs 203K tokens).

Which should you choose?

Choose Laguna XS 2.1 if…

  • you want the stronger overall ModelCap Index position — #77 against #80 (50.4 vs 50.0 points).
  • API cost matters — $0.12/1M output tokens against $4.00/1M, about 33.3× cheaper.
  • your workload is prompt-heavy — input tokens cost $0.06/1M against $1.20/1M.
  • you need the longer context window — 262K tokens against 203K.
  • you want the more recently listed model — Laguna XS 2.1 was listed 2 July 2026, GLM 5 Turbo 15 March 2026.

Choose GLM 5 Turbo if…

  • ModelCap publishes no field on which GLM 5 Turbo leads Laguna XS 2.1 for this pair.

Laguna XS 2.1 vs GLM 5 Turbo: specs, pricing and context

Specification comparison of Laguna XS 2.1 and GLM 5 Turbo
FieldLaguna XS 2.1PoolsideGLM 5 TurboZ.ai
ModelCap Index position#77#80
Index score50.450.0
EvidenceEstimatedMeasured
Input price / 1M tokens$0.06$1.20
Output price / 1M tokens$0.12$4.00
Context window262K tokens203K tokens
Max output tokens33K131K
API providers listed11
Weight accessRestricted licenseAPI only
Input modalitiesTextText
First listed2 July 202615 March 2026
PublisherPoolsideZ.ai

Evidence: 3 reported rows against measured corpus ladders (29%); global-corpus-prior over 187 held-out anchors (71%); shrunk 3.6 up toward the measured corpus · publisher-corpus-prior over 187 held-out anchors (65%); 1 specialist-board observation at 1.3% support (35%); shrunk 23.3 up toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Laguna XS 2.1 vs GLM 5 Turbo

Public benchmark boards where Laguna XS 2.1 or GLM 5 Turbo has a published result
BoardLaguna XS 2.1GLM 5 TurboLeads
AA τ²-Bench TelecomArtificial Analysis98.5%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="GLM-5-Turbo":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis27.8%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="GLM-5-Turbo":reasoning=trueOnly one result
WildClawBench OpenClawWildClawBench33.9Only 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.

Laguna XS 2.1 vs GLM 5 Turbo: common questions

Is Laguna XS 2.1 better than GLM 5 Turbo?

Laguna XS 2.1 ranks higher on the ModelCap Index as of 15 September 2026: #77 against #80. 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 Laguna XS 2.1 cheaper than GLM 5 Turbo?

Laguna XS 2.1 is cheaper on output tokens: $0.12/1M against $4.00/1M. Input tokens are $0.06/1M for Laguna XS 2.1 and $1.20/1M for GLM 5 Turbo. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $0.18 for Laguna XS 2.1 versus $4.40 for GLM 5 Turbo. Laguna XS 2.1 costs 95.9% less in this scenario. This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the selected endpoint before budgeting.

Which has the bigger context window, Laguna XS 2.1 or GLM 5 Turbo?

Laguna XS 2.1 has the larger context window: 262K tokens against 203K.

Which is better for coding, Laguna XS 2.1 or GLM 5 Turbo?

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 Laguna XS 2.1 and GLM 5 Turbo open-weight models?

Laguna XS 2.1: Restricted license. GLM 5 Turbo: API only. 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 Laguna XS 2.1 and GLM 5 Turbo?

ModelCap currently lists 1 API provider for Laguna XS 2.1 and 1 for GLM 5 Turbo, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Laguna XS 2.1 vs GLM 5 Turbo 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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