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DeepSeek DeepSeek V4 Pro VS OpenAI GPT-5 Mini

DeepSeek V4 Pro 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.

DeepSeek V4 Pro wins 16 of 22 task areas we tested; GPT-5 Mini takes 6. DeepSeek V4 Pro costs 1.7× less per token ($1.305 vs $2.25 per 1M).

16
Task areas won
6
67
Avg percentile
50
0
Top-3 finishes
1
$1.3
Price / 1M tokens
$2.25
DeepSeek
Provider
OpenAI

DeepSeek V4 Pro costs 1.7× less per token ($1.305 vs $2.25 per 1M).

Task by task

Task area DeepSeek V4 Pro GPT-5 Mini Winner
Executive Assistant #38 / 112
Strong
#108 / 112
Usable
DeepSeek V4 Pro
Sales #44 / 110
Usable
#102 / 110
Needs editing
DeepSeek V4 Pro
Customer Support #52 / 113
Strong
#104 / 113
Usable
DeepSeek V4 Pro
RAG, Safety & Grounding #27 / 113
Excellent
#78 / 113
Excellent
DeepSeek V4 Pro
Content & Brand #29 / 124
Strong
#69 / 124
Strong
DeepSeek V4 Pro
Training & Education #41 / 110
Excellent
#81 / 110
Strong
DeepSeek V4 Pro
Landing Pages #16 / 72
Strong
#50 / 72
Usable
DeepSeek V4 Pro
Data & Analytics #60 / 110
Excellent
#27 / 110
Excellent
GPT-5 Mini
AI Strategy #68 / 126
Strong
#100 / 126
Usable
DeepSeek V4 Pro
Legal & HR #40 / 110
Excellent
#10 / 110
Excellent
GPT-5 Mini
Summarization & Meeting Notes #55 / 110
Excellent
#81 / 110
Excellent
DeepSeek V4 Pro
Research & Competitive Analysis #44 / 110
Strong
#21 / 110
Excellent
GPT-5 Mini
Creative & Comedy #50 / 110 #70 / 110 DeepSeek V4 Pro
Translation & Localization #32 / 110
Excellent
#52 / 110
Excellent
DeepSeek V4 Pro
Investor & Pitch #33 / 66
Strong
#50 / 66
Usable
DeepSeek V4 Pro
Knowledge & Docs #25 / 110
Strong
#41 / 110
Strong
DeepSeek V4 Pro
Chef / Home Cooking #32 / 126
Usable
#45 / 126
Usable
DeepSeek V4 Pro
Product & Project Management #12 / 110
Excellent
#1 / 110
Excellent
GPT-5 Mini
Presentations & Decks #31 / 110
Excellent
#39 / 110
Excellent
DeepSeek V4 Pro
Coding #43 / 115
Strong
#37 / 115
Strong
GPT-5 Mini
Frontend & Landing Pages #6 / 109
Usable
#12 / 109
Needs editing
DeepSeek V4 Pro
Structured Output #23 / 113
Excellent
#17 / 113
Excellent
GPT-5 Mini

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

Same task, both models — judged

Both models answered the same test case; an independent judge graded each. Quotes are the judge's actual rationale.

Customer Support

Password reset help (Basic Support Reply Test)
DeepSeek V4 Pro 89/100

“The response perfectly executes the task, providing clear, actionable steps and a strong security caution without inventing unnecessary details. It is highly effective, concise, and ready to use as a template.”

GPT-5 Mini 42/100

“The model completely missed the format of a customer support reply, instead generating a highly generic, third-party instructional article. It uses placeholders like 'the service's sign-in page' which makes it unusable as a direct response to a user. It also lacks any empathy or conversational tone and is overly verbose.”

Frequently asked

Is DeepSeek V4 Pro better than GPT-5 Mini?

Across 22 task areas we benchmarked, DeepSeek V4 Pro ranks higher in 16 and GPT-5 Mini in 6.

Which is cheaper, DeepSeek V4 Pro or GPT-5 Mini?

DeepSeek V4 Pro costs 1.7× less per token ($1.305 vs $2.25 per 1M).

What is DeepSeek V4 Pro better at?

DeepSeek V4 Pro out-ranks GPT-5 Mini at Executive Assistant, Sales, Customer Support.

What is GPT-5 Mini better at?

GPT-5 Mini out-ranks DeepSeek V4 Pro at Data & Analytics, Legal & HR, Research & Competitive Analysis.

Full DeepSeek V4 Pro 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