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Leaderboard · Compare · DeepSeek V3 vs GPT-4o mini · Updated

DeepSeek V3 vs GPT-4o mini

DeepSeek V3 edges out GPT-4o mini on the composite (68.0 vs 61.3). The gap is meaningful but not decisive — see the per-benchmark breakdown below.

DeepSeek V3 · composite 68.0 GPT-4o mini · composite 61.3 open-weights vs fast / cheap
Try DeepSeek V3 → Try GPT-4o mini → A/B test both via OpenRouter →

At a glance

SpecDeepSeek V3GPT-4o mini
ProviderDeepSeekOpenAI
Released2024-122024-07
Tieropen-weightsfast / cheap
LicenseOpen · DeepSeek LicenseClosed
Context window128k128k
$ in / out (per 1M)$0.27 / $1.10$0.15 / $0.60

Benchmark scoreboard

Higher is better on every benchmark. Δ shows DeepSeek V3 − GPT-4o mini.

BenchmarkDeepSeek V3GPT-4o miniΔ
Chatbot Arena Elo 1320 1273 +47
MMLU-Pro 75.9 64.9 +11.0
GPQA Diamond 59.1 40.2 +18.9
MATH 90.2 70.2 +20.0
HumanEval 91.0 87.2 +3.8
SWE-Bench Verified 42.0 N/A

Numbers compiled from provider technical reports and Chatbot Arena snapshots — see methodology.

Don't pick blind — A/B test both models on the same API key.

OpenRouter routes DeepSeek V3, GPT-4o mini, and 100+ other LLMs behind a single API key — pay-as-you-go, no monthly minimum, fallback if a provider is down. Try OpenRouter → (affiliate · supports this site)

DeepSeek V3 vs GPT-4o mini: where each one wins

DeepSeek V3 is stronger on

  • Arena
  • MMLU-Pro
  • GPQA
  • MATH
  • HumanEval

GPT-4o mini is stronger on

No benchmarks where GPT-4o mini beats DeepSeek V3 with comparable data.

Cost comparison

At 10M tokens/day (50/50 split), DeepSeek V3 costs ~$6.85/day vs $3.75/day for GPT-4o mini — GPT-4o mini is the cheaper pick at this volume.

Verdict

DeepSeek V3 edges out GPT-4o mini on the composite (68.0 vs 61.3). The gap is meaningful but not decisive — see the per-benchmark breakdown below.

If you can only pick one and your workload is unclear, route via OpenRouter and switch by request — same key, no lock-in.

Frequently asked questions

Which is better, DeepSeek V3 or GPT-4o mini?

DeepSeek V3 edges out GPT-4o mini on the composite (68.0 vs 61.3). The gap is meaningful but not decisive — see the per-benchmark breakdown below. DeepSeek V3 wins on Arena, MMLU-Pro, GPQA, MATH, HumanEval; GPT-4o mini wins on no benchmarks.

What does DeepSeek V3 cost compared to GPT-4o mini?

At 10M tokens/day (50/50 split), DeepSeek V3 costs ~$6.85/day vs $3.75/day for GPT-4o mini — GPT-4o mini is the cheaper pick at this volume.

What is the context window of DeepSeek V3 vs GPT-4o mini?

DeepSeek V3: 128k tokens. GPT-4o mini: 128k tokens.

Is DeepSeek V3 or GPT-4o mini open source?

DeepSeek V3: open weights (DeepSeek License). GPT-4o mini: closed / proprietary.

Can I try DeepSeek V3 and GPT-4o mini on the same API key?

Yes — OpenRouter routes both models behind a single key, so you can A/B test DeepSeek V3 against GPT-4o mini without juggling provider accounts.


Model deep-dives: DeepSeek V3 · GPT-4o mini · Full leaderboard

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Try DeepSeek V3 → Try GPT-4o mini → A/B test both via OpenRouter →