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DeepSeek DeepSeek V3.2 VS OpenAI GPT-5 Mini

DeepSeek V3.2 vs GPT-5 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 Mini wins 15 of 22 task areas we tested; DeepSeek V3.2 takes 7. DeepSeek V3.2 costs 3.9× less per token ($0.572 vs $2.25 per 1M).

7
Task areas won
15
38
Avg percentile
50
0
Top-3 finishes
1
$0.57
Price / 1M tokens
$2.25
DeepSeek
Provider
OpenAI

DeepSeek V3.2 costs 3.9× less per token ($0.572 vs $2.25 per 1M).

Task by task

Task area DeepSeek V3.2 GPT-5 Mini Winner
Legal & HR #90 / 110
Strong
#10 / 110
Excellent
GPT-5 Mini
Coding #100 / 115
Usable
#37 / 115
Strong
GPT-5 Mini
Summarization & Meeting Notes #30 / 110
Excellent
#81 / 110
Excellent
DeepSeek V3.2
Structured Output #67 / 113
Strong
#17 / 113
Excellent
GPT-5 Mini
Training & Education #38 / 110
Excellent
#81 / 110
Strong
DeepSeek V3.2
Data & Analytics #69 / 110
Excellent
#27 / 110
Excellent
GPT-5 Mini
Presentations & Decks #81 / 110
Strong
#39 / 110
Excellent
GPT-5 Mini
Translation & Localization #89 / 110
Strong
#52 / 110
Excellent
GPT-5 Mini
Chef / Home Cooking #78 / 126
Usable
#45 / 126
Usable
GPT-5 Mini
Executive Assistant #76 / 112
Usable
#108 / 112
Usable
DeepSeek V3.2
Research & Competitive Analysis #53 / 110
Usable
#21 / 110
Excellent
GPT-5 Mini
Customer Support #74 / 113
Usable
#104 / 113
Usable
DeepSeek V3.2
Content & Brand #95 / 124
Usable
#69 / 124
Strong
GPT-5 Mini
Product & Project Management #21 / 110
Excellent
#1 / 110
Excellent
GPT-5 Mini
Creative & Comedy #87 / 110 #70 / 110 GPT-5 Mini
Knowledge & Docs #58 / 110
Usable
#41 / 110
Strong
GPT-5 Mini
Frontend & Landing Pages #25 / 109
Needs editing
#12 / 109
Needs editing
GPT-5 Mini
Sales #91 / 110
Usable
#102 / 110
Needs editing
DeepSeek V3.2
RAG, Safety & Grounding #83 / 113
Excellent
#78 / 113
Excellent
GPT-5 Mini
Investor & Pitch #46 / 66
Usable
#50 / 66
Usable
DeepSeek V3.2
AI Strategy #102 / 126
Usable
#100 / 126
Usable
GPT-5 Mini
Landing Pages #48 / 72
Usable
#50 / 72
Usable
DeepSeek V3.2

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

Frequently asked

Is DeepSeek V3.2 better than GPT-5 Mini?

Across 22 task areas we benchmarked, GPT-5 Mini ranks higher in 15 and DeepSeek V3.2 in 7.

Which is cheaper, DeepSeek V3.2 or GPT-5 Mini?

DeepSeek V3.2 costs 3.9× less per token ($0.572 vs $2.25 per 1M).

What is DeepSeek V3.2 better at?

DeepSeek V3.2 out-ranks GPT-5 Mini at Summarization & Meeting Notes, Training & Education, Executive Assistant.

What is GPT-5 Mini better at?

GPT-5 Mini out-ranks DeepSeek V3.2 at Legal & HR, Coding, Structured Output.

Full DeepSeek V3.2 review → Full GPT-5 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.

  • Generate test cases from your prompt — no eval set required to start.
  • Compare models side by side with quality, cost and latency in one matrix.
  • Optimise the winner until the scores say it's ready to ship.
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