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Head-to-head comparison

Ring-2.6-1T vs o4 Mini

Ring-2.6-1T (InclusionAI) 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 18 August 2026

As of 18 August 2026, o4 Mini holds the stronger ModelCap Index position (#58 vs #60); Ring-2.6-1T is 7× cheaper per output token ($0.625/1M vs $4.40/1M); and Ring-2.6-1T offers the longer context window (262K vs 200K tokens).

Which should you choose?

Choose Ring-2.6-1T if…

  • API cost matters — $0.625/1M output tokens against $4.40/1M, about 7× cheaper.
  • your workload is prompt-heavy — input tokens cost $0.075/1M against $1.10/1M.
  • you need the longer context window — 262K tokens against 200K.
  • Artificial Analysis Intelligence Index is your yardstick — 31.7 against 26.1.
  • you want the more recently listed model — Ring-2.6-1T was listed 8 May 2026, o4 Mini 16 April 2025.

Choose o4 Mini if…

  • you want the stronger overall ModelCap Index position — #58 against #60 (43.4 vs 42.5 points).

Ring-2.6-1T vs o4 Mini: specs, pricing and context

Specification comparison of Ring-2.6-1T and o4 Mini
FieldRing-2.6-1TInclusionAIo4 MiniOpenAI
ModelCap Index position#60#58
Index score42.543.4
EvidenceMeasuredMeasured
Input price / 1M tokens$0.075$1.10
Output price / 1M tokens$0.625$4.40
Context window262K tokens200K tokens
Max output tokens66K100K
API providers listed11
Weight accessAPI onlyAPI only
Input modalitiesTextImage, Text, File
First listed8 May 202616 April 2025
PublisherInclusionAIOpenAI

Evidence: 1 public benchmark observation across 1 board · 4 public benchmark observations across 4 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Ring-2.6-1T vs o4 Mini

Public benchmark boards where Ring-2.6-1T or o4 Mini has a published result
BoardRing-2.6-1To4 MiniLeads
Arena codingArena (LMArena)—14331426–1440Only one result
ARC-AGI-2ARC Prize Foundation—6.1%HighOnly one result
SWE-benchSWE-bench (Princeton / SWE-agent team)—45.0%Only one result
BFCL V4UC Berkeley (Gorilla)—53.2Function callingOnly one result
Artificial Analysis Intelligence IndexArtificial Analysis31.7intelligence-index26.1intelligence-indexRing-2.6-1T

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.

Ring-2.6-1T vs o4 Mini: common questions

Is Ring-2.6-1T better than o4 Mini?

o4 Mini ranks higher on the ModelCap Index as of 18 August 2026: #58 against #60. 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.

Is Ring-2.6-1T cheaper than o4 Mini?

Ring-2.6-1T is cheaper on output tokens: $0.625/1M against $4.40/1M. Input tokens are $0.075/1M for Ring-2.6-1T and $1.10/1M for o4 Mini. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens.

Which has the bigger context window, Ring-2.6-1T or o4 Mini?

Ring-2.6-1T has the larger context window: 262K tokens against 200K.

Which is better for coding, Ring-2.6-1T 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 Ring-2.6-1T and o4 Mini open-weight models?

Ring-2.6-1T: API only. 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 Ring-2.6-1T and o4 Mini?

ModelCap currently lists 1 API provider for Ring-2.6-1T 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 Ring-2.6-1T vs o4 Mini comparison?

Every figure comes from the sealed ModelCap dataset published 18 August 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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