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DeepSeek DeepSeek V3.1 Terminus VS OpenAI GPT-5.4 Mini

DeepSeek V3.1 Terminus vs GPT-5.4 Mini: which wins at real work?

22 task areas · same graded test runs · rank comparison only, so 0–100 and Elo collections never mix raw scores.

GPT-5.4 Mini wins 17 of 22 task areas we tested; DeepSeek V3.1 Terminus takes 5. DeepSeek V3.1 Terminus costs 4.3× less per token ($1.22 vs $5.25 per 1M).

5
Task areas won
17
36
Avg percentile
63
0
Top-3 finishes
2
$1.22
Price / 1M tokens
$5.25
DeepSeek
Provider
OpenAI

DeepSeek V3.1 Terminus costs 4.3× less per token ($1.22 vs $5.25 per 1M).

Task by task

Task area DeepSeek V3.1 Terminus GPT-5.4 Mini Winner
Translation & Localization #101 / 110
Strong
#21 / 110
Excellent
GPT-5.4 Mini
Presentations & Decks #91 / 110
Strong
#16 / 110
Excellent
GPT-5.4 Mini
Legal & HR #95 / 110
Strong
#26 / 110
Excellent
GPT-5.4 Mini
Coding #92 / 115
Usable
#24 / 115
Strong
GPT-5.4 Mini
Structured Output #63 / 113
Excellent
#1 / 113
Excellent
GPT-5.4 Mini
Sales #97 / 110
Needs editing
#40 / 110
Usable
GPT-5.4 Mini
AI Strategy #101 / 126
Usable
#48 / 126
Strong
GPT-5.4 Mini
Customer Support #69 / 113
Usable
#21 / 113
Strong
GPT-5.4 Mini
Training & Education #31 / 110
Excellent
#79 / 110
Strong
DeepSeek V3.1 Terminus
Knowledge & Docs #50 / 110
Usable
#3 / 110
Excellent
GPT-5.4 Mini
RAG, Safety & Grounding #85 / 113
Excellent
#42 / 113
Excellent
GPT-5.4 Mini
Research & Competitive Analysis #46 / 110
Strong
#11 / 110
Excellent
GPT-5.4 Mini
Creative & Comedy #89 / 110 #56 / 110 GPT-5.4 Mini
Product & Project Management #36 / 110
Strong
#19 / 110
Excellent
GPT-5.4 Mini
Content & Brand #100 / 124
Usable
#84 / 124
Usable
GPT-5.4 Mini
Summarization & Meeting Notes #32 / 110
Excellent
#19 / 110
Excellent
GPT-5.4 Mini
Chef / Home Cooking #95 / 126
Usable
#83 / 126
Usable
GPT-5.4 Mini
Investor & Pitch #64 / 66
Needs editing
#52 / 66
Usable
GPT-5.4 Mini
Executive Assistant #77 / 112
Usable
#87 / 112
Usable
DeepSeek V3.1 Terminus
Data & Analytics #56 / 110
Excellent
#65 / 110
Excellent
DeepSeek V3.1 Terminus
Frontend & Landing Pages #33 / 109
Needs editing
#38 / 109
Needs editing
DeepSeek V3.1 Terminus
Landing Pages #44 / 72
Strong
#45 / 72
Usable
DeepSeek V3.1 Terminus

Rank = position among every model config we tested in that task area (lower is better). Sorted by biggest gap first.

Frequently asked

Is DeepSeek V3.1 Terminus better than GPT-5.4 Mini?

Across 22 task areas we benchmarked, GPT-5.4 Mini ranks higher in 17 and DeepSeek V3.1 Terminus in 5.

Which is cheaper, DeepSeek V3.1 Terminus or GPT-5.4 Mini?

DeepSeek V3.1 Terminus costs 4.3× less per token ($1.22 vs $5.25 per 1M).

What is DeepSeek V3.1 Terminus better at?

DeepSeek V3.1 Terminus out-ranks GPT-5.4 Mini at Training & Education, Executive Assistant, Data & Analytics.

What is GPT-5.4 Mini better at?

GPT-5.4 Mini out-ranks DeepSeek V3.1 Terminus at Translation & Localization, Presentations & Decks, Legal & HR.

Full DeepSeek V3.1 Terminus review → Full GPT-5.4 Mini review → Full model leaderboard →

More comparisons

This page is Spring Prompt, running in public

We just did this for every model. Do it for your prompt.

The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.

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Experiment · Cold outreach email

Prompt × model results

12 test cases · 3 evals
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s