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ModelCap

Intern S2 Preview 397B

Current board #86Official publisher releaseOpen weights

Internlm·internlm/Intern-S2-Preview-397B

Intern S2 Preview 397B is ModelCap current-board rank #86 with Index 48.4 (Measured · blended), from the ModelCap Index as of 15 Sept 2026, 05:33 UTC.

Intern S2 Preview 397B weight access is open weights, from ModelCap classification of published repository metadata as of 15 Sept 2026, 05:33 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
48.4#86
Measured · 1% support · score interval 25.8–71.1
Evidence as of 20 Jul 2026, 00:00 UTC
Market Gravity
10.5
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Self-hosted
weights only · no listed API price
Output
Self-hosted
weights only · no listed API price
Context
tokens
Providers
0
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Reported evaluation leads (2)

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
internlm/WildClawBench
overall
44.7
Unpinned
not published
Reported
Not used in launch estimate
internlm/WildClawBench
avg_time
541
Unpinned
not published
Reported
Not used in launch estimate

Other versions (1)

ModelCap Index · Current board

Methodology
48.4
Measured · blended · global-corpus-prior over 187 held-out anchors (65%); 1 specialist-board observation at 1.3% support (35%); shrunk 6.5 up toward the measured corpus
Current board
#86
Public rank basis
Measured · blended (measured)
Index support
1.3% · weak
Index interval
25.8–71.1
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
20 Jul 2026, 00:00 UTC
Identity binding
Exact catalogue product · internlm/internlm/Intern-S2-Preview-397B · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata internlm/Intern-S2-Preview-397B@f4ed28782e23ad9fb4e4895b9069dcd889f5e2a1 (not the evaluation revision)
Index observations used
1
Qualified Index evidence point
48.4
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
48.4 ± 17.7
Independent share
35%
Shrink toward corpus
+6.5
Optimism haircut
None applied
Method
precision-weighted-v1
Channels fused into this model’s launch placement
ChannelEstimateShare
Publisher corpus prior · not independent
global-corpus-prior over 187 held-out anchors
51.9 ± 21.965%
Specialist board measurement
1 specialist-board observation at 1.3% support
41.9 ± 30.035%
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
41.9
Evidence status
provisional · 3% mass
General preference
Coding
Agents & tools
41.9
Reasoning
Evidence breadth
5%
Evidence coverage
1%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
43.7
Surface (context / tools / modalities)
15.0
Freshness
79.4
  • · HF 30d downloads 318
  • · Catalogue: modalities Text/Image
  • · First seen 2026-07-16

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

BES evidence selected · measured input only

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.

Deployment readiness

Metadata index
55.5
partial · 70% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
8.0
Evaluation provenance
37.9

Missing: artifactReproducibility.base-lineage, deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, 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
10.5
OpenRouter weekly popularity
Not listed

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%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

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

Open reach15%
43.7

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

Freshness5%
79.4

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

Specification

Context window
tokens
Max output
Inputs
Text, Image
Outputs
Text
Tokenizer
Cached input tokens
Not offered
First seen on OpenRouter
16 Jul 2026

Capabilities

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

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access
Open weights
Licence
apache-2.0
Pinned revision
f4ed28782e23
Parameters
404.1B
Architecture
InternS2PreviewForConditionalGeneration
Model type
intern_s2_preview
Hugging Face downloads (30d)
318
Downloads (all time)
898
Likes
68
Repository updated
29 Jul 2026, 12:52 UTC

Compare Intern S2 Preview 397B with

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Benchmark leaderboards featuring Intern S2 Preview 397B

All leaderboards
Public benchmark boards on which Intern S2 Preview 397B has a published result
LeaderboardScoreSource rankConfigurationPublished
WildClawBench OpenClaw leaderboardWildClawBench44.7#18 of 34Default20 Jul 2026

Alternatives to Intern S2 Preview 397B, by the numbers

Ranked neighbours

Models within 3 places of #86 on the ModelCap Index.

Other ranked Internlm models

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

Intern S2 Preview 397B: common questions

How does Intern S2 Preview 397B rank among AI models?

Intern S2 Preview 397B holds ModelCap Index position #86 of 198 ranked language models as of 15 September 2026, with an Index score of 48.4 (interval 25.8–71.1); evidence: measured · blended. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does Intern S2 Preview 397B cost per 1M tokens?

No live API price is listed for Intern S2 Preview 397B in the current snapshot as of 15 September 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

Is Intern S2 Preview 397B open-weight?

Open weights (apache-2.0). Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI. The repository is internlm/Intern-S2-Preview-397B on Hugging Face.

Which benchmarks has Intern S2 Preview 397B been evaluated on?

Intern S2 Preview 397B has published results on 1 public board tracked by ModelCap as of 15 September 2026: WildClawBench OpenClaw 44.7 (#18 of 34). Each board page ranks every tracked model on that benchmark; the ModelCap Index combines them with published uncertainty.

How does Intern S2 Preview 397B compare with Qwen3 235B A22B Thinking 2507?

Intern S2 Preview 397B ranks #86 (Index 48.4) and Qwen3 235B A22B Thinking 2507 ranks #85 (Index 48.9) on the ModelCap Index as of 15 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was Intern S2 Preview 397B released?

Intern S2 Preview 397B first appeared in the catalogue on 16 Jul 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.