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Head-to-head comparison

MiniMax M3 vs Laguna S 2.1

MiniMax M3 (MiniMax) and Laguna S 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 10 September 2026

As of 10 September 2026, MiniMax M3 holds the stronger ModelCap Index position (#36 vs #39); and Laguna S 2.1 is 6.7× cheaper per output token ($0.18/1M vs $1.20/1M).

Which should you choose?

Choose MiniMax M3 if…

  • you want the stronger overall ModelCap Index position — #36 against #39 (65.6 vs 64.4 points).
  • you want provider choice — 12 listed API providers against 1.

Choose Laguna S 2.1 if…

  • API cost matters — $0.18/1M output tokens against $1.20/1M, about 6.7× cheaper.
  • your workload is prompt-heavy — input tokens cost $0.09/1M against $0.30/1M.
  • you want the more recently listed model — Laguna S 2.1 was listed 21 July 2026, MiniMax M3 31 May 2026.

MiniMax M3 vs Laguna S 2.1: specs, pricing and context

Specification comparison of MiniMax M3 and Laguna S 2.1
FieldMiniMax M3MiniMaxLaguna S 2.1Poolside
ModelCap Index position#36#39
Index score65.664.4
EvidenceMeasuredEstimated
Input price / 1M tokens$0.30$0.09
Output price / 1M tokens$1.20$0.18
Context window1M tokens1M tokens
Max output tokens512K131K
API providers listed121
Weight accessRestricted licenseRestricted license
Input modalitiesText, Image, VideoText
First listed31 May 202621 July 2026
PublisherMiniMaxPoolside

Evidence: 4 public benchmark observations across 4 boards · 5 reported rows against measured corpus ladders (70%); global-corpus-prior over 183 held-out anchors (30%); shrunk 4.6 toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: MiniMax M3 vs Laguna S 2.1

Public benchmark boards where MiniMax M3 or Laguna S 2.1 has a published result
BoardMiniMax M3Laguna S 2.1Leads
Arena codingArena (LMArena)14981491–1504Only one result
LMArena AgentLMArena-5.3%-6.2%–-4.3%Only one result
AA Intelligence IndexArtificial Analysis29.6intelligence-index:v4.3:reasoning-unspecifiedOnly one result
AA Terminal-Bench 2.1Artificial Analysis65.2%terminal-bench:2.1:terminus-2:e2b:pass-at-1:3-repeats:source-model="MiniMax-M3":reasoning=trueOnly one result
AA τ²-Bench TelecomArtificial Analysis88.9%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="MiniMax-M3":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis39.0%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="MiniMax-M3":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.

MiniMax M3 vs Laguna S 2.1: common questions

Is MiniMax M3 better than Laguna S 2.1?

MiniMax M3 ranks higher on the ModelCap Index as of 10 September 2026: #36 against #39. 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 MiniMax M3 cheaper than Laguna S 2.1?

Laguna S 2.1 is cheaper on output tokens: $0.18/1M against $1.20/1M. Input tokens are $0.30/1M for MiniMax M3 and $0.09/1M for Laguna S 2.1. 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 $1.20 for MiniMax M3 versus $0.27 for Laguna S 2.1. Laguna S 2.1 costs 77.5% 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, MiniMax M3 or Laguna S 2.1?

Both publish a 1M-token context window.

Which is better for coding, MiniMax M3 or Laguna S 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 MiniMax M3 and Laguna S 2.1 open-weight models?

MiniMax M3: Restricted license. Laguna S 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 MiniMax M3 and Laguna S 2.1?

ModelCap currently lists 12 API providers for MiniMax M3 and 1 for Laguna S 2.1, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this MiniMax M3 vs Laguna S 2.1 comparison?

Every figure comes from the sealed ModelCap dataset published 10 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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