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Head-to-head comparison

GPT-5.4 Mini vs Qwen3.8 Max (0902)

GPT-5.4 Mini (OpenAI) and Qwen3.8 Max (0902) (Qwen) 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 9 September 2026

As of 9 September 2026, GPT-5.4 Mini holds the stronger ModelCap Index position (#31 vs #32); GPT-5.4 Mini is 1.3× cheaper per output token ($4.50/1M vs $6.00/1M); and Qwen3.8 Max (0902) offers the longer context window (1M vs 400K tokens).

Which should you choose?

Choose GPT-5.4 Mini if…

  • you want the stronger overall ModelCap Index position — #31 against #32 (66.8 vs 66.6 points).
  • API cost matters — $4.50/1M output tokens against $6.00/1M, about 1.3× cheaper.
  • your workload is prompt-heavy — input tokens cost $0.75/1M against $2.00/1M.
  • you want provider choice — 2 listed API providers against 1.

Choose Qwen3.8 Max (0902) if…

  • you need the longer context window — 1M tokens against 400K.
  • you want the more recently listed model — Qwen3.8 Max (0902) was listed 3 September 2026, GPT-5.4 Mini 17 March 2026.

GPT-5.4 Mini vs Qwen3.8 Max (0902): specs, pricing and context

Specification comparison of GPT-5.4 Mini and Qwen3.8 Max (0902)
FieldGPT-5.4 MiniOpenAIQwen3.8 Max (0902)Qwen
ModelCap Index position#31#32
Index score66.866.6
EvidenceMeasuredEstimated
Input price / 1M tokens$0.75$2.00
Output price / 1M tokens$4.50$6.00
Context window400K tokens1M tokens
Max output tokens128K131K
API providers listed21
Weight accessAPI onlyAPI only
Input modalitiesFile, Image, TextText, Image, Video
First listed17 March 20263 September 2026
PublisherOpenAIQwen

Evidence: 4 public benchmark observations across 4 boards · publisher-corpus-prior over 182 held-out anchors (23%); opens from measured predecessor qwen/qwen3.7-max (78%); shrunk 4.9 toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.

Benchmark scores: GPT-5.4 Mini vs Qwen3.8 Max (0902)

Public benchmark boards where GPT-5.4 Mini or Qwen3.8 Max (0902) has a published result
BoardGPT-5.4 MiniQwen3.8 Max (0902)Leads
Arena codingArena (LMArena)14961490–1502HighOnly one result
ARC-AGI-2ARC Prize Foundation18.9%X-HighOnly one result
AA Intelligence IndexArtificial Analysis24.6intelligence-index:v4.3:xhighOnly one result
AA Terminal-Bench 2.1Artificial Analysis59.2%terminal-bench:2.1:terminus-2:e2b:pass-at-1:3-repeats:source-model="GPT-5.4 mini (xhigh)":reasoning=trueOnly one result
AA τ²-Bench TelecomArtificial Analysis83.3%tau2:telecom:dual-control:pass-at-1:3-repeats:source-model="GPT-5.4 mini (xhigh)":reasoning=trueOnly one result
AA Humanity's Last ExamArtificial Analysis28.1%hle:may-2025:text-only-2158:no-tools:pass-at-1:source-model="GPT-5.4 mini (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.

GPT-5.4 Mini vs Qwen3.8 Max (0902): common questions

Is GPT-5.4 Mini better than Qwen3.8 Max (0902)?

GPT-5.4 Mini ranks higher on the ModelCap Index as of 9 September 2026: #31 against #32. 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 GPT-5.4 Mini cheaper than Qwen3.8 Max (0902)?

GPT-5.4 Mini is cheaper on output tokens: $4.50/1M against $6.00/1M. Input tokens are $0.75/1M for GPT-5.4 Mini and $2.00/1M for Qwen3.8 Max (0902). Prices are the lowest listed API offer ModelCap observed, in USD per million tokens. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $3.75 for GPT-5.4 Mini versus $7.00 for Qwen3.8 Max (0902). GPT-5.4 Mini costs 46.4% less in this scenario. This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the selected endpoint before budgeting.

Which has the bigger context window, GPT-5.4 Mini or Qwen3.8 Max (0902)?

Qwen3.8 Max (0902) has the larger context window: 1M tokens against 400K.

Which is better for coding, GPT-5.4 Mini or Qwen3.8 Max (0902)?

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 Qwen3.8 Max (0902) open-weight models?

GPT-5.4 Mini: API only. Qwen3.8 Max (0902): 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 GPT-5.4 Mini and Qwen3.8 Max (0902)?

ModelCap currently lists 2 API providers for GPT-5.4 Mini and 1 for Qwen3.8 Max (0902), 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 Qwen3.8 Max (0902) comparison?

Every figure comes from the sealed ModelCap dataset published 9 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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