Free to start

deepseek-ai/DeepSeek-V3.1 vs Google: Gemma 3 12B

Try both on us. Starter credit covers your first requests, then one key routes deepseek-ai/DeepSeek-V3.1 and Gemma 3 12B. Switch by changing the model name.

Compare routesProviders, price, context, and policy posture in one view.

Use auto when uptime mattersKeep a primary model and let fallback handle provider failures.

Same API shapeUse the OpenAI client and set the model you want.

Practical read

Monthly evidence

deepseek-ai/DeepSeek-V3.1 has the larger context window and the lower measured p50 time to first token. Google: Gemma 3 12B has the lower published input-plus-output rate and more Credits provider routes.

$1.266/1Mdeepseek-ai/DeepSeek-V3.1 cheapest route

$0.15825/1MGoogle: Gemma 3 12B cheapest route

893 msdeepseek-ai/DeepSeek-V3.1 fastest measured p50 TTFT via amazon-bedrock

1152 msGoogle: Gemma 3 12B fastest measured p50 TTFT via amazon-bedrock

The price comparison adds each route's rate for one million input tokens and one million output tokens; your cost depends on your input/output mix. Prices and live route measurements can change. Use the monthly reports when you need a stable evidence window, then run a small task-specific eval before choosing a production default.

deepseek-ai/DeepSeek-V3.1Google: Gemma 3 12B

Model iddeepseek/deepseek-v3.1google/gemma-3-12b-it

Publisher DeepSeek Google AI Studio

AI IQ IQ 98#134 —

Context163,840 tokens131,072 tokens

Credits provider routes36

Cheapest route$1.266/1M$0.15825/1M

Cached input$0.13715/1M to $0.241595/1M$0.05275/1M

Privacy postureprovider posture varieshas ZDR route

Fastest measured p50 TTFT893 ms via amazon-bedrock1152 ms via amazon-bedrock

Highest measured throughputnot enough data107 tok/s via nextbit-eu

Recent route uptime range100.00%100.00%

Modes chat chat

deepseek-ai/DeepSeek-V3.1 routes

Overview3 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Google: Gemma 3 12B routes

Overview6 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Related comparisons

Browse every comparison

Google: Gemma 3 12B vs Z.ai: GLM 5.339 combined provider routes
Google: Gemma 3 12B vs Z.ai: GLM 5.238 combined provider routes
Google: Gemma 3 12B vs Z.ai: GLM 5.3 Flash38 combined provider routes
deepseek-ai/DeepSeek-V3.1 vs Z.ai: GLM 5.336 combined provider routes
deepseek-ai/DeepSeek-V3.1 vs Z.ai: GLM 5.235 combined provider routes
deepseek-ai/DeepSeek-V3.1 vs Z.ai: GLM 5.3 Flash35 combined provider routes
Google: Gemma 3 12B vs MoonshotAI: Kimi K334 combined provider routes
DeepSeek: DeepSeek V4 Flash 0731 vs Google: Gemma 3 12B32 combined provider routes

Production choice

Pick a default model. Keep fallback enabled.

TrustedRouter is useful when you know the model you want, but still need provider rollover, budget limits, usage records, and a prompt path you can verify.

OpenAI clientPython

client = OpenAI(
    base_url="https://api.trustedrouter.com/v1",
    api_key="sk-tr-v1-..."
)

response = client.chat.completions.create(
    model="deepseek/deepseek-v3.1",
    messages=messages,
)

Questions

Which should I use, deepseek-ai/DeepSeek-V3.1 or Google: Gemma 3 12B?

Is deepseek-ai/DeepSeek-V3.1 or Google: Gemma 3 12B cheaper?

The current cheapest TrustedRouter route is $1.266/1M for deepseek-ai/DeepSeek-V3.1 and $0.15825/1M for Google: Gemma 3 12B. The comparison uses current catalog prices and updates as provider pricing changes.

Is deepseek-ai/DeepSeek-V3.1 or Google: Gemma 3 12B faster?

Current measured p50 time to first token is 893 ms for deepseek-ai/DeepSeek-V3.1 and 1152 ms for Google: Gemma 3 12B. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test deepseek-ai/DeepSeek-V3.1 and Google: Gemma 3 12B with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between deepseek/deepseek-v3.1 and google/gemma-3-12b-it. This makes side-by-side evals possible without maintaining two provider integrations.