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DeepSeek V3.1 vs GPT-4o

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 V3.1 and GPT-4o.

DeepSeek

DeepSeek V3.1

DeepSeek-V3.1 is a large hybrid reasoning model (671B parameters, 37B active) that supports both thinking and non-thinking modes via prompt templates. It extends the DeepSeek-V3 base with a two-phase long-context...

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OpenAI

GPT-4o

GPT-4o ("o" for "omni") is OpenAI's latest AI model, supporting both text and image inputs with text outputs. It maintains the intelligence level of [GPT-4 Turbo](/models/openai/gpt-4-turbo) while being twice as...

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Technical Specifications

SpecificationDeepSeek V3.1GPT-4o
ProviderDeepSeekOpenAI
Context Window163,840 tokens128,000 tokens
Agent SuitabilityN/A90/100
Time to First Token (TTFT)N/A280 ms
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-212024-05-13

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V3.1

$0.21

GPT-4o

$2.50

Output Price per Million Tokens

DeepSeek V3.1

$0.79

GPT-4o

$10.00

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
N/Avs8870.0%
DeepSeek V3.1
GPT-4o
HumanEvalPython coding & logic synthesis
N/Avs9020.0%
DeepSeek V3.1
GPT-4o
MATHComplex mathematical problem solving
N/Avs7660.0%
DeepSeek V3.1
GPT-4o
GPQAGraduate-level expert reasoning
N/Avs5360.0%
DeepSeek V3.1
GPT-4o
HellaSwagCommonsense reasoning and inference
N/Avs8870.0%
DeepSeek V3.1
GPT-4o
MT-BenchMulti-turn conversation flow quality
N/Avs930.0%
DeepSeek V3.1
GPT-4o

DeepSeek V3.1 Quirks & Gotchas

No developer gotchas reported.

GPT-4o Quirks & Gotchas

  • โ–ธStrong multimodal performance โ€” best vision+tool calling combo
  • โ–ธLegacy model โ€” migrate to GPT-5 for latest improvements