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ModelCap

Laguna S 2.1

Current board #41Official publisher releaseRestricted licenseFree tier

Poolside·poolside/laguna-s-2.1

Laguna S 2.1 is ModelCap current-board rank #41 with Index 67.1 (Modeled · peer benchmarks), from the ModelCap Index as of 22 Sept 2026, 02:49 UTC.

Laguna S 2.1 listed OpenRouter input price is $0.09 per 1M tokens and listed output price is $0.18 per 1M tokens, from OpenRouter listed prices as of 22 Sept 2026, 02:49 UTC.

Laguna S 2.1 has a published context limit of 1M tokens in the ModelCap catalogue as of 22 Sept 2026, 02:49 UTC.

Laguna S 2.1 has 1 published OpenRouter serving endpoint, from OpenRouter as of 22 Sept 2026, 02:49 UTC.

Laguna S 2.1 weight access is restricted license, from ModelCap classification of published repository metadata as of 22 Sept 2026, 02:49 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
67.1#41
Estimated · 23% support · score interval 52.1–82.2
No admitted evaluation publication timestamp yet
Market Gravity
46.9
Secondary market signal
Input
$0.09
per 1M tokens
Output
$0.18
per 1M tokens
Context
1M
tokens
Providers
1
endpoint
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
Poolsidefp4$0.09$0.181Mfp4100.0%

Reported evaluation leads (5)

Not independent measurement

Structured rows reported in this exact model repository at the pinned revision below. They are the publisher talking about itself: never measured evidence, never a score input on their own. Rows marked as used were laddered against independently measured peers inside the launch-card channel of this model's modeled placement, with the replay-measured optimism haircut applied; the others played no part.

Dataset / taskMetricValueRevisionProvenance
datacurve/deep-swe
deep_swe
40.4
Unpinned
not published
Reported
Not used in launch estimate
harborframework/terminal-bench-2.1
terminalbench_2_1
70.2
Unpinned
not published
Reported
Not used in launch estimate
hkust-nlp/Toolathlon
toolathlon_verified
49.7
Unpinned
not published
Reported
Not used in launch estimate
ScaleAI/SWE-bench_Pro
SWE_Bench_Pro
59.4
Unpinned
not published
Reported
Not used in launch estimate
SWE-bench/SWE-bench_Multilingual
swe_bench_%_resolved
78.5
Unpinned
not published
Reported
Not used in launch estimate

ModelCap Index · Current board

Methodology
67.1
Modeled · peer benchmarks · calibrated architecture-and-release-era fallback from static public metadata
Current board
#41
Public rank basis
Modeled · peer benchmarks (architecture)
Index support
23.2% · limited
Index interval
52.1–82.2
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
No admitted evaluation publication timestamp
Identity binding
Exact catalogue product · poolside/poolside/laguna-s-2.1 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata poolside/Laguna-S-2.1@0f573140834b11cfac0c2af97a101a7a69a13e22 (not the evaluation revision)
Index observations used
0
Qualified Index evidence point
67.1
How this position was produced · fused launch placement

No general-family board lists this model yet. Its point estimate is the precision-weighted mean of every channel that spoke for it; each channel’s share is the weight it carried. Independent measurements replace this placement as boards list the model.

Fused estimate
67.1 ± 11.8
Independent share
0%
Shrink toward corpus
-4.5
Optimism haircut
None applied
Method
precision-weighted-v1
Channels fused into this model’s launch placement
ChannelEstimateShare
Corpus ladder · not independent
5 reported rows against measured corpus ladders
71.7 ± 13.873%
Publisher corpus prior · not independent
global-corpus-prior over 203 held-out anchors
54.9 ± 22.727%
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
Evidence status
No admitted measured evidence
General preference
Coding
Agents & tools
Reasoning
Evidence breadth
0%
Evidence coverage
0%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
48.1
Liquidity (providers × uptime)
35.8
Open reach (HF downloads)
Surface (context / tools / modalities)
85.0
Freshness
78.8
  • · OpenRouter popularity #20
  • · 1 live provider
  • · Catalogue: context 1048576, reasoning, tools
  • · First seen 2026-07-21

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Experimental capability estimate

Estimate policy
62.0
45.8–78.3 uncertainty interval
Excluded from rank
Confidence
75%
Training support
209 models · 120 lineages
Out-of-domain check
in domain
Feature coverage
100%
Lineage-held-out error
10.0 MAE

Experimental estimate. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.

Deployment readiness

Metadata index
61.2
partial · 71% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
67.5
Deployability
74.0
Evaluation provenance
0.0

Missing: artifactReproducibility.base-lineage, accessLegalClarity.resolvable-license-terms, evaluationProvenance.admitted-evaluation-observations, evaluationProvenance.capability-family-breadth, evaluationProvenance.evaluation-source-diversity, evaluationProvenance.identity-and-source-confidence, evaluationProvenance.evaluation-dataset-revisions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
46.9
OpenRouter weekly popularity
#20 of 322

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

No matched Arena rating

This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.

Market Gravity breakdown

Usage55%
48.1

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
35.8

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
78.8

Time since first public availability, on a six-month half-life.

Specification

Context window
1M tokens
Max output
131K tokens
Inputs
Text
Outputs
Text
Tokenizer
Other
Cached input tokens
$0.0090 / 1M
First seen on OpenRouter
21 Jul 2026

Capabilities

  • Supported: Reasoning
  • Supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Restricted license. Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment.

Access
Restricted license
Pinned revision
0f573140834b
Parameters
117.6B
Architecture
LagunaForCausalLM
Model type
laguna
Hugging Face downloads (30d)
22K
Downloads (all time)
149K
Likes
1K
Repository updated
19 Aug 2026, 15:40 UTC

Compare Laguna S 2.1 with

Pick any model

Alternatives to Laguna S 2.1, by the numbers

Ranked neighbours

Models within 3 places of #41 on the ModelCap Index.

Cheaper at a similar or higher Index

Index score within 3 points of, or above, this model's, with a lower listed blended price (3:1 input:output).

Other ranked Poolside models

The same publisher's other current models with a public Index position.

Laguna S 2.1: common questions

How does Laguna S 2.1 rank among AI models?

Laguna S 2.1 holds ModelCap Index position #41 of 248 ranked language models as of 22 September 2026, with an Index score of 67.1 (interval 52.1–82.2); evidence: modeled · peer benchmarks. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does Laguna S 2.1 cost per 1M tokens?

Laguna S 2.1 is listed at $0.09 per 1M input tokens and $0.18 per 1M output tokens as of 22 September 2026. Prices come from the OpenRouter catalogue and re-observe on every refresh; at least one provider lists a free tier. For 1,000 requests using 2,000 input and 500 output tokens each, the listed rates imply $0.27 total (2M input + 0.5M output). This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the chosen endpoint's rate and limits before budgeting.

What is the context window of Laguna S 2.1?

Laguna S 2.1 has a published context window of 1M tokens (1,048,576) and a maximum output of 131K tokens. Individual providers can serve less than the published maximum; the providers table lists each endpoint's own limit.

Is Laguna S 2.1 open-weight?

Restricted license (openmdw-1.1). Downloadable weights use a model-specific or use-restricted license. Review the linked license before use, redistribution, or commercial deployment. The repository is poolside/Laguna-S-2.1 on Hugging Face.

Which API providers serve Laguna S 2.1?

One provider serves Laguna S 2.1 through OpenRouter as of 22 September 2026: Poolside. Each provider's price, context limit, quantization and measured uptime are in the providers table above.

Which benchmarks has Laguna S 2.1 been evaluated on?

Laguna S 2.1's Index position rests on the evidence listed on this page; it has no result on the public boards ModelCap tracks as separate leaderboards as of 22 September 2026. The evidence panel names each source and its publication date.

How does Laguna S 2.1 compare with Qwen3.5 397B A17B?

Laguna S 2.1 ranks #41 (Index 67.1) and Qwen3.5 397B A17B ranks #40 (Index 67.4) on the ModelCap Index as of 22 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was Laguna S 2.1 released?

Laguna S 2.1 first appeared in the catalogue on 21 Jul 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.