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Head-to-head comparison

Agent.Xortron vs GPT-5.4 Nano

Agent.Xortron (Darkc0de) and GPT-5.4 Nano (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 15 September 2026

As of 15 September 2026, GPT-5.4 Nano holds the stronger ModelCap Index position (#80 vs #83); and Agent.Xortron ships open weights.

Which should you choose?

Choose Agent.Xortron if…

  • you want to self-host: Agent.Xortron ships open weights while GPT-5.4 Nano is api only.
  • you want the more recently listed model — Agent.Xortron was listed 10 April 2026, GPT-5.4 Nano 17 March 2026.

Choose GPT-5.4 Nano if…

  • you want the stronger overall ModelCap Index position — #80 against #83 (50.8 vs 50.3 points).
  • you want provider choice — 2 listed API providers against 0.

Agent.Xortron vs GPT-5.4 Nano: specs, pricing and context

Specification comparison of Agent.Xortron and GPT-5.4 Nano
FieldAgent.XortronDarkc0deGPT-5.4 NanoOpenAI
ModelCap Index position#83#80
Index score50.350.8
EvidenceInheritedMeasured
Input price / 1M tokensUnlisted$0.20
Output price / 1M tokensUnlisted$1.25
Context window— tokens400K tokens
Max output tokens128K
API providers listed02
Weight accessOpen weightsAPI only
Input modalitiesText, ImageFile, Image, Text
First listed10 April 202617 March 2026
PublisherDarkc0deOpenAI

Evidence: finetune of darkc0de/XORTRON.CriminalComputing.2026.27B.NEXT · finetune (100%) · 4 public benchmark observations across 4 boards. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: Agent.Xortron vs GPT-5.4 Nano

Public benchmark boards where Agent.Xortron or GPT-5.4 Nano has a published result
BoardAgent.XortronGPT-5.4 NanoLeads
Arena codingArena (LMArena)14601454–1466HighOnly one result
ARC-AGI-2ARC Prize Foundation5.7%X-HighOnly one result
AA Intelligence IndexArtificial Analysis21.2intelligence-index:v4.3:xhighOnly one result
AA τ²-Bench TelecomArtificial Analysis76.0%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="GPT-5.4 nano (xhigh)":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis28.3%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="GPT-5.4 nano (xhigh)":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.

Agent.Xortron vs GPT-5.4 Nano: common questions

Is Agent.Xortron better than GPT-5.4 Nano?

GPT-5.4 Nano ranks higher on the ModelCap Index as of 15 September 2026: #80 against #83. 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 Agent.Xortron cheaper than GPT-5.4 Nano?

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, Agent.Xortron or GPT-5.4 Nano?

Both publish a —-token context window.

Which is better for coding, Agent.Xortron or GPT-5.4 Nano?

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 Agent.Xortron and GPT-5.4 Nano open-weight models?

Agent.Xortron: Open weights. GPT-5.4 Nano: 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 Agent.Xortron and GPT-5.4 Nano?

ModelCap currently lists 0 API providers for Agent.Xortron and 2 for GPT-5.4 Nano, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this Agent.Xortron vs GPT-5.4 Nano comparison?

Every figure comes from the sealed ModelCap dataset published 15 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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