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DeepSeek R1 vs GPT-4 Turbo

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 R1 and GPT-4 Turbo.

DeepSeek

DeepSeek R1

A premier reasoning model employing large-scale reinforcement learning. Displays specialized math, coding, and logical validation capabilities comparable to OpenAI's o1.

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OpenAI

GPT-4 Turbo

The latest GPT-4 Turbo model with vision capabilities. Vision requests can now use JSON mode and function calling. Training data: up to December 2023.

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Technical Specifications

SpecificationDeepSeek R1GPT-4 Turbo
ProviderDeepSeekOpenAI
Context Window163,840 tokens128,000 tokens
Agent Suitability78/100N/A
Time to First Token (TTFT)1800 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-01-202024-04-09

API Pricing Comparison

Input Price per Million Tokens

DeepSeek R1

$0.70

GPT-4 Turbo

$10.00

Output Price per Million Tokens

DeepSeek R1

$2.50

GPT-4 Turbo

$30.00

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
9080.0%vs8640.0%
DeepSeek R1
GPT-4 Turbo
HumanEvalPython coding & logic synthesis
9280.0%vs8800.0%
DeepSeek R1
GPT-4 Turbo
MATHComplex mathematical problem solving
9310.0%vs7300.0%
DeepSeek R1
GPT-4 Turbo
GPQAGraduate-level expert reasoning
6210.0%vs5000.0%
DeepSeek R1
GPT-4 Turbo
HellaSwagCommonsense reasoning and inference
9050.0%vs8600.0%
DeepSeek R1
GPT-4 Turbo
MT-BenchMulti-turn conversation flow quality
935.0%vs880.0%
DeepSeek R1
GPT-4 Turbo

DeepSeek R1 Quirks & Gotchas

  • โ–ธReasoning model โ€” not designed for high-frequency tool calling
  • โ–ธPair with a smaller model (V4 Flash) for routing and use R1 for complex reasoning only

GPT-4 Turbo Quirks & Gotchas

No developer gotchas reported.