OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Flash Vision Exp vs Google: Gemma 3 12B

DeepSeek V4 Flash Vision Exp vs Google: Gemma 3 12B: compare current API pricing, context, provider routes, privacy, p50 latency, and OpenAI-compatible access.

Verify gateway

Onebase URL to migrate

100sof models and routes

0prompt or output logs. Always.

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

Google: Gemma 3 12B has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Flash Vision Exp has more provider fallback routes, while DeepSeek: DeepSeek V4 Flash Vision Exp has the larger context window. Current TrustedRouter probes show Google: Gemma 3 12B with the lower p50 TTFT.

$0.43255/1MDeepSeek: DeepSeek V4 Flash Vision Exp cheapest route

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

1268 msDeepSeek: DeepSeek V4 Flash Vision Exp fastest measured p50 TTFT via deepseek

1206 msGoogle: Gemma 3 12B fastest measured p50 TTFT via databricks

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: DeepSeek V4 Flash Vision ExpGoogle: Gemma 3 12B

Model iddeepseek/deepseek-v4-flash-vision-expgoogle/gemma-3-12b-it

Publisher DeepSeek Google AI Studio

AI IQ IQ 113#47 —

Context1,048,576 tokens131,072 tokens

Credits provider routes63

Cheapest route$0.43255/1M$0.15825/1M

Cached input$0.01/1M to $0.1477/1MNot published

Privacy postureprovider posture variesprovider posture varies

Fastest measured p50 TTFT1268 ms via deepseek1206 ms via databricks

Highest measured throughputnot enough datanot enough data

Recent route uptime range100.00%100.00%

Modes chat chat

DeepSeek: DeepSeek V4 Flash Vision Exp routes

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

Google: Gemma 3 12B routes

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

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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-v4-flash-vision-exp",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Flash Vision Exp or Google: Gemma 3 12B?

Is DeepSeek: DeepSeek V4 Flash Vision Exp or Google: Gemma 3 12B cheaper?

The current cheapest TrustedRouter route is $0.43255/1M for DeepSeek: DeepSeek V4 Flash Vision Exp and $0.15825/1M for Google: Gemma 3 12B. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Flash Vision Exp or Google: Gemma 3 12B faster?

Current measured p50 time to first token is 1268 ms for DeepSeek: DeepSeek V4 Flash Vision Exp and 1206 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: DeepSeek V4 Flash Vision Exp 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-v4-flash-vision-exp and google/gemma-3-12b-it. This makes side-by-side evals possible without maintaining two provider integrations.