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Gemma 3 4B vs R1

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 Gemma 3 4B and R1.

Google

Gemma 3 4B

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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DeepSeek

R1

DeepSeek R1 is here: Performance on par with [OpenAI o1](/openai/o1), but open-sourced and with fully open reasoning tokens. It's 671B parameters in size, with 37B active in an inference pass....

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Technical Specifications

SpecificationGemma 3 4BR1
ProviderGoogleDeepSeek
Context Window131,072 tokens163,840 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-03-132025-01-20

API Pricing Comparison

Input Price per Million Tokens

Gemma 3 4B

$0.05

R1

$0.70

Output Price per Million Tokens

Gemma 3 4B

$0.10

R1

$2.50

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/Avs9080.0%
Gemma 3 4B
R1
HumanEvalPython coding & logic synthesis
N/Avs9280.0%
Gemma 3 4B
R1
MATHComplex mathematical problem solving
N/Avs9310.0%
Gemma 3 4B
R1
GPQAGraduate-level expert reasoning
N/Avs6210.0%
Gemma 3 4B
R1
HellaSwagCommonsense reasoning and inference
N/Avs9050.0%
Gemma 3 4B
R1
MT-BenchMulti-turn conversation flow quality
N/Avs935.0%
Gemma 3 4B
R1

Gemma 3 4B Quirks & Gotchas

No developer gotchas reported.

R1 Quirks & Gotchas

No developer gotchas reported.