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DeepSeek V3 vs Gemma 3 12B

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 Gemma 3 12B.

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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Google

Gemma 3 12B

Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,...

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Technical Specifications

SpecificationDeepSeek V3Gemma 3 12B
ProviderDeepSeekGoogle
Context Window131,072 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-12-262025-03-13

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V3

$0.20

Gemma 3 12B

$0.05

Output Price per Million Tokens

DeepSeek V3

$0.80

Gemma 3 12B

$0.15

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
Gemma 3 12B
HumanEvalPython coding & logic synthesis
8900.0%vsN/A
DeepSeek V3
Gemma 3 12B
MATHComplex mathematical problem solving
7460.0%vsN/A
DeepSeek V3
Gemma 3 12B
GPQAGraduate-level expert reasoning
4900.0%vsN/A
DeepSeek V3
Gemma 3 12B
HellaSwagCommonsense reasoning and inference
8750.0%vsN/A
DeepSeek V3
Gemma 3 12B
MT-BenchMulti-turn conversation flow quality
918.0%vsN/A
DeepSeek V3
Gemma 3 12B

DeepSeek V3 Quirks & Gotchas

No developer gotchas reported.

Gemma 3 12B Quirks & Gotchas

No developer gotchas reported.