OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Pro 0423 vs @cf/meta/llama-3.2-11b-vision-instruct

DeepSeek V4 Pro 0423 vs @cf/meta/llama-3.2-11b-vision-instruct: 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

@cf/meta/llama-3.2-11b-vision-instruct has the lower cheapest prompt+completion route on TrustedRouter. DeepSeek: DeepSeek V4 Pro 0423 has more provider fallback routes, while DeepSeek: DeepSeek V4 Pro 0423 has the larger context window. Probe-backed speed data is shown when enough recent samples exist.

$2.75355/1MDeepSeek: DeepSeek V4 Pro 0423 cheapest route

$0.764348/1M@cf/meta/llama-3.2-11b-vision-instruct cheapest route

1033 msDeepSeek: DeepSeek V4 Pro 0423 fastest measured p50 TTFT via fireworks

not enough data@cf/meta/llama-3.2-11b-vision-instruct fastest measured p50 TTFT

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 Pro 0423@cf/meta/llama-3.2-11b-vision-instruct

Model iddeepseek/deepseek-v4-prometa-llama/llama-3.2-11b-vision-instruct

Publisher DeepSeek Cerebras

AI IQ IQ 117#32 —

Context1,048,576 tokens128,000 tokens

Provider routes281

Cheapest route$2.75355/1M$0.764348/1M

Privacy posturehas ZDR routeprovider posture varies

Fastest measured p50 TTFT1033 ms via fireworksnot enough data

Highest measured throughputnot enough datanot enough data

Recent route uptime range50.00% to 100.00%not enough data

Modes chat chat

DeepSeek: DeepSeek V4 Pro 0423 routes

Overview28 endpoints
PricingPrompt and completion rates
BenchmarksTrustedRouter and external sources
ProvidersAll serving providers

@cf/meta/llama-3.2-11b-vision-instruct routes

Overview1 endpoints

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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-pro",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Pro 0423 or @cf/meta/llama-3.2-11b-vision-instruct?

Is DeepSeek: DeepSeek V4 Pro 0423 or @cf/meta/llama-3.2-11b-vision-instruct cheaper?

The current cheapest TrustedRouter route is $2.75355/1M for DeepSeek: DeepSeek V4 Pro 0423 and $0.764348/1M for @cf/meta/llama-3.2-11b-vision-instruct. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Pro 0423 or @cf/meta/llama-3.2-11b-vision-instruct faster?

Current measured p50 time to first token is 1033 ms for DeepSeek: DeepSeek V4 Pro 0423 and not enough data for @cf/meta/llama-3.2-11b-vision-instruct. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4 Pro 0423 and @cf/meta/llama-3.2-11b-vision-instruct 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-pro and meta-llama/llama-3.2-11b-vision-instruct. This makes side-by-side evals possible without maintaining two provider integrations.