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Head-to-head comparison

GPT-5.4 Mini vs Hy4 preview

GPT-5.4 Mini (OpenAI) and Hy4 preview (Tencent) 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 3 September 2026

As of 3 September 2026, Hy4 preview holds the stronger ModelCap Index position (#19 vs #22); Hy4 preview is 1.8× cheaper per output token ($2.50/1M vs $4.50/1M); Hy4 preview offers the longer context window (1M vs 400K tokens); and Hy4 preview ships open weights.

Which should you choose?

Choose GPT-5.4 Mini if…

  • your workload is prompt-heavy — input tokens cost $0.75/1M against $0.834/1M.
  • you want provider choice — 2 listed API providers against 1.

Choose Hy4 preview if…

  • you want the stronger overall ModelCap Index position — #19 against #22 (68.6 vs 66.3 points).
  • API cost matters — $2.50/1M output tokens against $4.50/1M, about 1.8× cheaper.
  • you need the longer context window — 1M tokens against 400K.
  • you want to self-host: Hy4 preview ships open weights while GPT-5.4 Mini is api only.
  • you want the more recently listed model — Hy4 preview was listed 28 August 2026, GPT-5.4 Mini 17 March 2026.

GPT-5.4 Mini vs Hy4 preview: specs, pricing and context

Specification comparison of GPT-5.4 Mini and Hy4 preview
FieldGPT-5.4 MiniOpenAIHy4 previewTencent
ModelCap Index position#22#19
Index score66.368.6
EvidenceMeasuredEstimated
Input price / 1M tokens$0.75$0.834
Output price / 1M tokens$4.50$2.50
Context window400K tokens1M tokens
Max output tokens128K64K
API providers listed21
Weight accessAPI onlyOpen weights
Input modalitiesFile, Image, TextText
First listed17 March 202628 August 2026
PublisherOpenAITencent

Evidence: 4 public benchmark observations across 4 boards · placed against measured peers on publisher-reported benchmarks, discounted for self-report optimism; floored directly above its measured family predecessor. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: GPT-5.4 Mini vs Hy4 preview

Public benchmark boards where GPT-5.4 Mini or Hy4 preview has a published result
BoardGPT-5.4 MiniHy4 previewLeads
Arena codingArena (LMArena)14961490–1502HighOnly one result
ARC-AGI-2ARC Prize Foundation18.9%X-HighOnly one result
AA Intelligence IndexArtificial Analysis40.9intelligence-indexOnly one result
AA Terminal-Bench 2.1Artificial Analysis59.2%terminal-bench-2.1Only one result
AA τ²-Bench TelecomArtificial Analysis83.3%tau2-bench-telecomOnly one result
AA Humanity's Last ExamArtificial Analysis28.1%humanitys-last-examOnly 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.

GPT-5.4 Mini vs Hy4 preview: common questions

Is GPT-5.4 Mini better than Hy4 preview?

Hy4 preview ranks higher on the ModelCap Index as of 3 September 2026: #19 against #22. 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 GPT-5.4 Mini cheaper than Hy4 preview?

Hy4 preview is cheaper on output tokens: $2.50/1M against $4.50/1M. Input tokens are $0.75/1M for GPT-5.4 Mini and $0.834/1M for Hy4 preview. Prices are the lowest listed API offer ModelCap observed, in USD per million tokens.

Which has the bigger context window, GPT-5.4 Mini or Hy4 preview?

Hy4 preview has the larger context window: 1M tokens against 400K.

Which is better for coding, GPT-5.4 Mini or Hy4 preview?

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 GPT-5.4 Mini and Hy4 preview open-weight models?

GPT-5.4 Mini: API only. Hy4 preview: Open weights. 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 GPT-5.4 Mini and Hy4 preview?

ModelCap currently lists 2 API providers for GPT-5.4 Mini and 1 for Hy4 preview, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.

How current is this GPT-5.4 Mini vs Hy4 preview comparison?

Every figure comes from the sealed ModelCap dataset published 3 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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