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Head-to-head comparison

Laguna S 2.1 vs Inkling

Laguna S 2.1 (Poolside) and Inkling (Thinking Machines) 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 9 September 2026

As of 9 September 2026, Laguna S 2.1 holds the stronger ModelCap Index position (#40 vs #41); Laguna S 2.1 is 22.5× cheaper per output token ($0.18/1M vs $4.05/1M); and Inkling ships open weights.

Which should you choose?

Choose Laguna S 2.1 if…

  • you want the stronger overall ModelCap Index position — #40 against #41 (63.3 vs 62.9 points).
  • API cost matters — $0.18/1M output tokens against $4.05/1M, about 22.5× cheaper.
  • your workload is prompt-heavy — input tokens cost $0.09/1M against $1.00/1M.
  • you want the more recently listed model — Laguna S 2.1 was listed 21 July 2026, Inkling 17 July 2026.

Choose Inkling if…

  • you want to self-host: Inkling ships open weights while Laguna S 2.1 is restricted license.
  • you want provider choice — 3 listed API providers against 1.

Laguna S 2.1 vs Inkling: specs, pricing and context

Specification comparison of Laguna S 2.1 and Inkling
FieldLaguna S 2.1PoolsideInklingThinking Machines
ModelCap Index position#40#41
Index score63.362.9
EvidenceEstimatedMeasured
Input price / 1M tokens$0.09$1.00
Output price / 1M tokens$0.18$4.05
Context window1M tokens1M tokens
Max output tokens131K472K
API providers listed13
Weight accessRestricted licenseOpen weights
Input modalitiesTextText, Image, Audio
First listed21 July 202617 July 2026
PublisherPoolsideThinking Machines

Evidence: 5 reported rows against measured corpus ladders (67%); global-corpus-prior over 182 held-out anchors (33%); shrunk 4.8 toward the measured corpus · 5 public benchmark observations across 5 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Laguna S 2.1 vs Inkling

Public benchmark boards where Laguna S 2.1 or Inkling has a published result
BoardLaguna S 2.1InklingLeads
Arena codingArena (LMArena)14911483–1499Only one result
LMArena AgentLMArena-8.9%-10.0%–-7.8%Only one result
ARC-AGI-2ARC Prize Foundation36.5%Only one result
AA Intelligence IndexArtificial Analysis25.5intelligence-index:v4.3:reasoning-unspecifiedOnly one result
AA Terminal-Bench 2.1Artificial Analysis55.1%terminal-bench:2.1:terminus-2:e2b:pass-at-1:3-repeats:source-model="Inkling":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis31.9%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Inkling":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.

Laguna S 2.1 vs Inkling: common questions

Is Laguna S 2.1 better than Inkling?

Laguna S 2.1 ranks higher on the ModelCap Index as of 9 September 2026: #40 against #41. 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 S 2.1 cheaper than Inkling?

Laguna S 2.1 is cheaper on output tokens: $0.18/1M against $4.05/1M. Input tokens are $0.09/1M for Laguna S 2.1 and $1.00/1M for Inkling. 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 $0.27 for Laguna S 2.1 versus $4.03 for Inkling. Laguna S 2.1 costs 93.3% 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 S 2.1 or Inkling?

Both publish a 1M-token context window.

Which is better for coding, Laguna S 2.1 or Inkling?

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 S 2.1 and Inkling open-weight models?

Laguna S 2.1: Restricted license. Inkling: 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 Laguna S 2.1 and Inkling?

ModelCap currently lists 1 API provider for Laguna S 2.1 and 3 for Inkling, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Laguna S 2.1 vs Inkling comparison?

Every figure comes from the sealed ModelCap dataset published 9 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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