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GPT-4.1 vs DeepSeek V3.1

Detailed technical comparison between GPT-4.1 (OpenAI) and DeepSeek V3.1 (DeepSeek). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

โšก Executive Summary & Verdict

Comparison Snapshot

GPT-4.1: 4 WinsvsDeepSeek V3.1: 2 Wins
Context Leader

GPT-4.1

1,047,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

DeepSeek V3.1

$0.25 / MTok
OpenAIactive

GPT-4.1

GPT-4.1 is a flagship large language model optimized for advanced instruction following, real-world software engineering, and long-context reasoning. It supports a 1 million token context window and outperforms GPT-4o and...

View GPT-4.1 Full Specs โ†’
DeepSeekactive

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...

View DeepSeek V3.1 Full Specs โ†’

Technical Specifications

๐Ÿ† = Superior Spec
SpecificationGPT-4.1DeepSeek V3.1
ProviderOpenAIDeepSeek
Context Window1,047,576 tokens๐Ÿ†163,840 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)250 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-04-142025-08-21

API Pricing Comparison

Input Price per Million Tokens

GPT-4.1

$2.00

DeepSeek V3.1

$0.25

Output Price per Million Tokens

GPT-4.1

$8.00

DeepSeek V3.1

$0.95

๐Ÿ’ก Cost Ratio: DeepSeek V3.1 is 8.0x cheaper per input token than GPT-4.1.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0โ€“100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
81.0%vs80.0%+1.0% GPT-4.1
GPT-4.1 ๐Ÿ†
DeepSeek V3.1
HumanEvalPython coding & logic synthesis
79.2%vs78.2%+1.0% GPT-4.1
GPT-4.1 ๐Ÿ†
DeepSeek V3.1
MATHComplex mathematical problem solving
56.4%vs55.4%+1.0% GPT-4.1
GPT-4.1 ๐Ÿ†
DeepSeek V3.1
GPQAGraduate-level expert reasoning
38.4%vs40.8%+2.4% DeepSeek V3.1
GPT-4.1
DeepSeek V3.1 ๐Ÿ†
HellaSwagCommonsense reasoning and inference
80.6%vs83.0%+2.4% DeepSeek V3.1
GPT-4.1
DeepSeek V3.1 ๐Ÿ†
MT-BenchMulti-turn conversation flow quality
8.7%vs8.6%+0.1% GPT-4.1
GPT-4.1 ๐Ÿ†
DeepSeek V3.1

GPT-4.1 Quirks & Gotchas

  • โ–ธStrong tool-calling reliability โ€” good migration path from GPT-4o
  • โ–ธMigrate to GPT-5 for larger context window and improved reasoning

DeepSeek V3.1 Quirks & Gotchas

No developer gotchas reported.

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