OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Flash 0423 vs Meta: Llama Guard 4 12B

DeepSeek V4 Flash 0423 vs Meta: Llama Guard 4 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

DeepSeek: DeepSeek V4 Flash 0423 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.

$0.24898/1MDeepSeek: DeepSeek V4 Flash 0423 cheapest route
$0.3798/1MMeta: Llama Guard 4 12B cheapest route
1188 msDeepSeek: DeepSeek V4 Flash 0423 fastest measured p50 TTFT via makora
not enough dataMeta: Llama Guard 4 12B 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 Flash 0423Meta: Llama Guard 4 12B
Model iddeepseek/deepseek-v4-flashmeta-llama/llama-guard-4-12b
AI IQ IQ 113#46
Context1,024,000 tokens163,840 tokens
Credits provider routes181
Cheapest route$0.24898/1M$0.3798/1M
Cached input$0.01477/1M to $0.104973/1MNot published
Privacy posturehas provider E2EE routeprovider posture varies
Fastest measured p50 TTFT1188 ms via makoranot enough data
Highest measured throughput111 tok/s via featherlessnot enough data
Recent route uptime range0.00% to 100.00%not enough data
Modes chat chat

DeepSeek: DeepSeek V4 Flash 0423 routes

Meta: Llama Guard 4 12B routes

Related comparisons

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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",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Flash 0423 or Meta: Llama Guard 4 12B?

DeepSeek: DeepSeek V4 Flash 0423 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.

Is DeepSeek: DeepSeek V4 Flash 0423 or Meta: Llama Guard 4 12B cheaper?

The current cheapest TrustedRouter route is $0.24898/1M for DeepSeek: DeepSeek V4 Flash 0423 and $0.3798/1M for Meta: Llama Guard 4 12B. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Flash 0423 or Meta: Llama Guard 4 12B faster?

Current measured p50 time to first token is 1188 ms for DeepSeek: DeepSeek V4 Flash 0423 and not enough data for Meta: Llama Guard 4 12B. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4 Flash 0423 and Meta: Llama Guard 4 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 and meta-llama/llama-guard-4-12b. This makes side-by-side evals possible without maintaining two provider integrations.

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