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DeepSeek V3 vs o3 Mini

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for DeepSeek V3 and o3 Mini.

DeepSeek

DeepSeek V3

DeepSeek-V3 is the latest model from the DeepSeek team, building upon the instruction following and coding abilities of the previous versions. Pre-trained on nearly 15 trillion tokens, the reported evaluations...

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OpenAI

o3 Mini

OpenAI o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and coding. This model supports the `reasoning_effort` parameter, which can be set to...

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Technical Specifications

SpecificationDeepSeek V3o3 Mini
ProviderDeepSeekOpenAI
Context Window131,072 tokens200,000 tokens
Agent SuitabilityN/A91/100
Time to First Token (TTFT)N/A800 ms
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-12-262025-01-31

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V3

$0.20

o3 Mini

$1.10

Output Price per Million Tokens

DeepSeek V3

$0.80

o3 Mini

$4.40

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
8850.0%vs8790.0%
DeepSeek V3
o3 Mini
HumanEvalPython coding & logic synthesis
8900.0%vs9020.0%
DeepSeek V3
o3 Mini
MATHComplex mathematical problem solving
7460.0%vs9020.0%
DeepSeek V3
o3 Mini
GPQAGraduate-level expert reasoning
4900.0%vs6850.0%
DeepSeek V3
o3 Mini
HellaSwagCommonsense reasoning and inference
8750.0%vs8900.0%
DeepSeek V3
o3 Mini
MT-BenchMulti-turn conversation flow quality
918.0%vs910.0%
DeepSeek V3
o3 Mini

DeepSeek V3 Quirks & Gotchas

No developer gotchas reported.

o3 Mini Quirks & Gotchas

  • โ–ธBest cost/performance ratio for reasoning tasks in the OpenAI lineup
  • โ–ธStill slower than GPT-5 for simple tool calls โ€” route accordingly