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Head-to-head comparison

Intern S2 Preview 397B vs o4 Mini

Intern S2 Preview 397B (Internlm) and o4 Mini (OpenAI) 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 22 September 2026

As of 22 September 2026, Intern S2 Preview 397B holds the stronger ModelCap Index position (#104 vs #106); and Intern S2 Preview 397B ships open weights.

Which should you choose?

Choose Intern S2 Preview 397B if…

  • you want the stronger overall ModelCap Index position — #104 against #106 (49.7 vs 48.3 points).
  • you want to self-host: Intern S2 Preview 397B ships open weights while o4 Mini is api only.
  • you want the more recently listed model — Intern S2 Preview 397B was listed 16 July 2026, o4 Mini 16 April 2025.

Choose o4 Mini if…

  • you want provider choice — 1 listed API providers against 0.

Intern S2 Preview 397B vs o4 Mini: specs, pricing and context

Specification comparison of Intern S2 Preview 397B and o4 Mini
FieldIntern S2 Preview 397BInternlmo4 MiniOpenAI
ModelCap Index position#104#106
Index score49.748.3
EvidenceMeasuredMeasured
Input price / 1M tokensUnlisted$1.10
Output price / 1M tokensUnlisted$4.40
Context window— tokens200K tokens
Max output tokens100K
API providers listed01
Weight accessOpen weightsAPI only
Input modalitiesText, ImageImage, Text, File
First listed16 July 202616 April 2025
PublisherInternlmOpenAI

Evidence: global-corpus-prior over 201 held-out anchors (65%); 1 specialist-board observation at 1.2% support (35%); shrunk 8.4 up toward the measured corpus · 3 public benchmark observations across 3 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Intern S2 Preview 397B vs o4 Mini

Public benchmark boards where Intern S2 Preview 397B or o4 Mini has a published result
BoardIntern S2 Preview 397Bo4 MiniLeads
Arena codingArena (LMArena)14331426–1440Only one result
ARC-AGI-2ARC Prize Foundation6.1%HighOnly one result
SWE-benchSWE-bench (Princeton / SWE-agent team)45.0%Only one result
BFCL V4UC Berkeley (Gorilla)53.2Function callingOnly one result
AA τ²-Bench TelecomArtificial Analysis55.6%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="o4-mini (high)":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis16.5%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="o4-mini (high)":reasoning=trueOnly one result
WildClawBench OpenClawWildClawBench44.7Only 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.

Intern S2 Preview 397B vs o4 Mini: common questions

Is Intern S2 Preview 397B better than o4 Mini?

Intern S2 Preview 397B ranks higher on the ModelCap Index as of 22 September 2026: #104 against #106. 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 Intern S2 Preview 397B cheaper than o4 Mini?

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, Intern S2 Preview 397B or o4 Mini?

Both publish a —-token context window.

Which is better for coding, Intern S2 Preview 397B or o4 Mini?

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 Intern S2 Preview 397B and o4 Mini open-weight models?

Intern S2 Preview 397B: Open weights. o4 Mini: API only. 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 Intern S2 Preview 397B and o4 Mini?

ModelCap currently lists 0 API providers for Intern S2 Preview 397B and 1 for o4 Mini, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Intern S2 Preview 397B vs o4 Mini comparison?

Every figure comes from the sealed ModelCap dataset published 22 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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