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DeepSeek V3 vs GPT-5.6 Luna Pro

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 GPT-5.6 Luna Pro.

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

GPT-5.6 Luna Pro

GPT-5.6 Luna Pro is the same underlying model as [GPT-5.6 Luna](https://openrouter.ai/openai/gpt-5.6-luna), served with `reasoning.mode` set to `pro` for higher-quality responses on complex tasks. Learn more in OpenAI's docs: https://developers.openai.com/api/docs/guides/reasoning#reasoning-mode

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Technical Specifications

SpecificationDeepSeek V3GPT-5.6 Luna Pro
ProviderDeepSeekOpenAI
Context Window131,072 tokens1,050,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-12-262026-07-09

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V3

$0.20

GPT-5.6 Luna Pro

$1.00

Output Price per Million Tokens

DeepSeek V3

$0.80

GPT-5.6 Luna Pro

$6.00

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
8850.0%vsN/A
DeepSeek V3
GPT-5.6 Luna Pro
HumanEvalPython coding & logic synthesis
8900.0%vsN/A
DeepSeek V3
GPT-5.6 Luna Pro
MATHComplex mathematical problem solving
7460.0%vsN/A
DeepSeek V3
GPT-5.6 Luna Pro
GPQAGraduate-level expert reasoning
4900.0%vsN/A
DeepSeek V3
GPT-5.6 Luna Pro
HellaSwagCommonsense reasoning and inference
8750.0%vsN/A
DeepSeek V3
GPT-5.6 Luna Pro
MT-BenchMulti-turn conversation flow quality
918.0%vsN/A
DeepSeek V3
GPT-5.6 Luna Pro

DeepSeek V3 Quirks & Gotchas

No developer gotchas reported.

GPT-5.6 Luna Pro Quirks & Gotchas

No developer gotchas reported.