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Head-to-head comparison

Kimi K2 Thinking vs Laguna M.1

Kimi K2 Thinking (Moonshot AI) and Laguna M.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 13 September 2026

As of 13 September 2026, Laguna M.1 holds the stronger ModelCap Index position (#44 vs #46); and Laguna M.1 ships open weights.

Which should you choose?

Choose Kimi K2 Thinking if…

  • you want provider choice — 2 listed API providers against 0.

Choose Laguna M.1 if…

  • you want the stronger overall ModelCap Index position — #44 against #46 (62.9 vs 61.8 points).
  • you want to self-host: Laguna M.1 ships open weights while Kimi K2 Thinking is restricted license.
  • you want the more recently listed model — Laguna M.1 was listed 15 June 2026, Kimi K2 Thinking 6 November 2025.

Kimi K2 Thinking vs Laguna M.1: specs, pricing and context

Specification comparison of Kimi K2 Thinking and Laguna M.1
FieldKimi K2 ThinkingMoonshot AILaguna M.1Poolside
ModelCap Index position#46#44
Index score61.862.9
EvidenceMeasuredEstimated
Input price / 1M tokens$0.60Unlisted
Output price / 1M tokens$2.50Unlisted
Context window262K tokens— tokens
Max output tokens98K
API providers listed20
Weight accessRestricted licenseOpen weights
Input modalitiesTextText
First listed6 November 202515 June 2026
PublisherMoonshot AIPoolside

Evidence: 2 public benchmark observations across 2 boards · global-corpus-prior over 186 held-out anchors (7%); launch card against 4 resolved peers on 4 rows (93%); optimism haircut 0 from cross-lab-probe; shrunk 0.8 toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Kimi K2 Thinking vs Laguna M.1

Public benchmark boards where Kimi K2 Thinking or Laguna M.1 has a published result
BoardKimi K2 ThinkingLaguna M.1Leads
Arena codingArena (LMArena)14861481–1492TurboOnly one result
SWE-benchSWE-bench (Princeton / SWE-agent team)63.4%ThinkingOnly one result
AA τ²-Bench TelecomArtificial Analysis93.0%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="Kimi K2 Thinking":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis23.8%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="Kimi K2 Thinking":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.

Kimi K2 Thinking vs Laguna M.1: common questions

Is Kimi K2 Thinking better than Laguna M.1?

Laguna M.1 ranks higher on the ModelCap Index as of 13 September 2026: #44 against #46. 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 Kimi K2 Thinking cheaper than Laguna M.1?

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, Kimi K2 Thinking or Laguna M.1?

Both publish a 262K-token context window.

Which is better for coding, Kimi K2 Thinking or Laguna M.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 Kimi K2 Thinking and Laguna M.1 open-weight models?

Kimi K2 Thinking: Restricted license. Laguna M.1: 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 Kimi K2 Thinking and Laguna M.1?

ModelCap currently lists 2 API providers for Kimi K2 Thinking and 0 for Laguna M.1, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Kimi K2 Thinking vs Laguna M.1 comparison?

Every figure comes from the sealed ModelCap dataset published 13 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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