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Head-to-head comparison

Nova Micro 1.0 vs Laguna XS 2.1

Nova Micro 1.0 (Amazon) and Laguna XS 2.1 (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 18 August 2026

As of 18 August 2026, Nova Micro 1.0 holds the stronger ModelCap Index position (#204 vs #207); Laguna XS 2.1 is 1.2× cheaper per output token ($0.12/1M vs $0.14/1M); and Laguna XS 2.1 offers the longer context window (262K vs 128K tokens).

Which should you choose?

Choose Nova Micro 1.0 if…

  • you want the stronger overall ModelCap Index position — #204 against #207 (7.4 vs 4.7 points).
  • your workload is prompt-heavy — input tokens cost $0.035/1M against $0.06/1M.

Choose Laguna XS 2.1 if…

  • API cost matters — $0.12/1M output tokens against $0.14/1M, about 1.2× cheaper.
  • you need the longer context window — 262K tokens against 128K.
  • you want the more recently listed model — Laguna XS 2.1 was listed 2 July 2026, Nova Micro 1.0 5 December 2024.

Nova Micro 1.0 vs Laguna XS 2.1: specs, pricing and context

Specification comparison of Nova Micro 1.0 and Laguna XS 2.1
FieldNova Micro 1.0AmazonLaguna XS 2.1Poolside
ModelCap Index position#204#207
Index score7.44.7
EvidenceMeasuredEstimated
Input price / 1M tokens$0.035$0.06
Output price / 1M tokens$0.14$0.12
Context window128K tokens262K tokens
Max output tokens5K33K
API providers listed11
Weight accessAPI onlyRestricted license
Input modalitiesTextText
First listed5 December 20242 July 2026
PublisherAmazonPoolside

Evidence: 2 public benchmark observations across 2 boards · placed against measured peers on publisher-reported benchmarks, discounted for self-report optimism. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Nova Micro 1.0 vs Laguna XS 2.1

Public benchmark boards where Nova Micro 1.0 or Laguna XS 2.1 has a published result
BoardNova Micro 1.0Laguna XS 2.1Leads
Arena codingArena (LMArena)12891278–1299Only one result
BFCL V4UC Berkeley (Gorilla)22.3Function callingOnly 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.

Nova Micro 1.0 vs Laguna XS 2.1: common questions

Is Nova Micro 1.0 better than Laguna XS 2.1?

Nova Micro 1.0 ranks higher on the ModelCap Index as of 18 August 2026: #204 against #207. 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.

Is Nova Micro 1.0 cheaper than Laguna XS 2.1?

Laguna XS 2.1 is cheaper on output tokens: $0.12/1M against $0.14/1M. Input tokens are $0.035/1M for Nova Micro 1.0 and $0.06/1M for Laguna XS 2.1. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens.

Which has the bigger context window, Nova Micro 1.0 or Laguna XS 2.1?

Laguna XS 2.1 has the larger context window: 262K tokens against 128K.

Which is better for coding, Nova Micro 1.0 or Laguna XS 2.1?

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 Nova Micro 1.0 and Laguna XS 2.1 open-weight models?

Nova Micro 1.0: API only. Laguna XS 2.1: Restricted license. 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 Nova Micro 1.0 and Laguna XS 2.1?

ModelCap currently lists 1 API provider for Nova Micro 1.0 and 1 for Laguna XS 2.1, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Nova Micro 1.0 vs Laguna XS 2.1 comparison?

Every figure comes from the sealed ModelCap dataset published 18 August 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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