OpenAI compatible API · Attested · Public status
DeepSeek: DeepSeek V4 Flash 0423 vs Google: Gemma 3 12B
Compare DeepSeek: DeepSeek V4 Flash 0423 and Google: Gemma 3 12B by providers, context, price, and TrustedRouter route support.
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
Google: Gemma 3 12B has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Flash 0423 has more provider fallback routes, while DeepSeek: DeepSeek V4 Flash 0423 has the larger context window. Probe-backed speed data is shown when enough recent samples exist.
$0.2835/1MDeepSeek: DeepSeek V4 Flash 0423 cheapest route
$0.1575/1MGoogle: Gemma 3 12B cheapest route
1169 msDeepSeek: DeepSeek V4 Flash 0423 measured p50 TTFT
not enough dataGoogle: Gemma 3 12B measured p50 TTFT
DeepSeek: DeepSeek V4 Flash 0423Google: Gemma 3 12B
Model id
deepseek/deepseek-v4-flashgoogle/gemma-3-12b-it
Context1,048,576 tokens131,072 tokens
Provider routes224
Cheapest route$0.2835/1M$0.1575/1M
Privacy posturehas ZDR routeprovider posture varies
Modes
chat
chat
DeepSeek: DeepSeek V4 Flash 0423 routes
- Overview22 endpoints
- PricingPrompt and completion rates
- BenchmarksTrustedRouter and external sources
- ProvidersAll serving providers
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-azure.trustedrouter.com/v1",
api_key="sk-tr-v1-..."
)
response = client.chat.completions.create(
model="deepseek/deepseek-v4-flash",
messages=messages,
)