Can I run DeepSeek V3 or Gemma 3 12B cheaper on another provider?

Some models are available on inference providers like Together AI, Groq, and Fireworks AI at lower prices. Check each model's pricing page for the full provider comparison.

What is the context window difference between DeepSeek V3 and Gemma 3 12B?

Gemma 3 12B has a larger context window at 131K tokens vs 131K. This matters for long documents, large codebases, and extended conversation histories.

Compare

DeepSeek V3 vs Gemma 3 12B

Pricing is only the shared seller matrix below. Best rates and catalog map are separate sections, so no chart is embedded in pricing. Open the calculator for the same workload on each side.

Deepseek

Model

DeepSeek V3

Tool calling

Best $0.140 in · $0.200 out

Context window 131K

Pricing

Google

Model

Gemma 3 12B

Image inputTool calling

Best $0.040 in · $0.100 out

Context window 131K

Pricing

Gemma 3 12B is cheaper across the board — 64% cheaper on input and 76% cheaper on output.

Estimate cost

Pricing matrix

Shared sellers only. Each row is a host that lists both models. Dollar amounts are per 1M tokens. Lowest in each pair of columns is emphasized.

Provider	DeepSeek V3 in	DeepSeek V3 out	Gemma 3 12B in	Gemma 3 12B out
Azure	$1.14	$4.56	N/A	N/A
Crusoe	N/A	N/A	$0.100	$0.100
DeepInfra	$0.380	$0.890	$0.050	$0.100
Deepseek	$0.280	$0.420	N/A	N/A
Fireworks AI	$0.900	$0.900	N/A	N/A
Hyperbolic	$0.200	$0.200	N/A	N/A
Nebius	$0.500	$1.50	N/A	N/A
Novita	$0.400	$1.30	$0.050	$0.100
Openrouter	$0.140	$0.280	$0.040	$0.130
Replicate	$1.45	$1.45	N/A	N/A
Together AI	$1.25	$1.25	N/A	N/A
Vercel Ai Gateway	$0.900	$0.900	N/A	N/A

Best listed rates (this pair)

Same "best row in current pricing" logic as model pages: a compact view of the lowest input and output we show for each side. This is not the seller matrix.

Catalog map · Deepseek · Google

Each chart uses real catalog rows that include both list input and list output ($/1M). Larger green dots are the models on this comparison page; accent dots are other active models from that provider.

Deepseek · input vs output

Scatter chart: X = input $/M, Y = output $/M. This page's models are labeled on the green dots; hover others for detail.

ListedoutputUSD/1M

One dot per catalog row that has both list prices. Green dots are labeled with the models on this page; hover any dot for name and prices. Upper-right means higher cost on both axes ($/1M).

Google · input vs output

ListedoutputUSD/1M

One dot per catalog row that has both list prices. Green dots are labeled with the models on this page; hover any dot for name and prices. Upper-right means higher cost on both axes ($/1M).

Specifications

Each column header is the full model name. Tint marks the favorable value where we compute a winner.

Spec

DeepSeek V3

Gemma 3 12B

Context window: 131,072 tokens; 131,072 tokens
Max output tokens: 8,192 tokens; 131,072 tokens
Vision: No; Yes
Function calling: Yes; Yes
Streaming: No; No
Release date: Dec 2024; Mar 2025

Cost calculator

Same requests, input tokens, and output tokens for both columns. Pick the provider row that matches how you buy.

DeepSeek V3

Gemma 3 12B

Requests / day

Input tokens

Output tokens

DeepSeek V3

Monthly

$84

Annual

$1.0K

Gemma 3 12B

Monthly

$45

Annual

$548

Save $39/month with Gemma 3 12B

When to pick which

Short takeaways: no cards, just the points. Validate with your own workloads.

High-volume text generation
Use Gemma 3 12B. Output tokens are 76% cheaper, which compounds significantly at scale.
Long output (reports, code files)
Use Gemma 3 12B. Its 131K max output limit reduces the need to split requests.

Frequently asked questions

Gemma 3 12B is cheaper on both input and output tokens.

More comparisons

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