OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Flash 0423 vs meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo

DeepSeek V4 Flash 0423 vs meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo: 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

meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo 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

$0.0633/1Mmeta-llama/Meta-Llama-3.1-8B-Instruct-Turbo cheapest route

1498 msDeepSeek: DeepSeek V4 Flash 0423 fastest measured p50 TTFT via tinfoil

not enough datameta-llama/Meta-Llama-3.1-8B-Instruct-Turbo 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/Meta-Llama-3.1-8B-Instruct-Turbo

Model iddeepseek/deepseek-v4-flashmeta-llama/meta-llama-3.1-8b-instruct-turbo

Publisher DeepSeek Cerebras

AI IQ IQ 113#42 —

Context1,048,576 tokens131,072 tokens

Provider routes292

Cheapest route$0.24898/1M$0.0633/1M

Privacy posturehas provider E2EE routeprovider posture varies

Fastest measured p50 TTFT1498 ms via tinfoilnot enough data

Highest measured throughputnot enough datanot enough data

Recent route uptime range100.00%100.00%

Modes chat chat

DeepSeek: DeepSeek V4 Flash 0423 routes

Overview29 endpoints
PricingPrompt and completion rates
BenchmarksTrustedRouter and external sources
ProvidersAll serving providers

meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo routes

Overview2 endpoints
PricingPrompt and completion 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",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Flash 0423 or meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo?

Is DeepSeek: DeepSeek V4 Flash 0423 or meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo cheaper?

The current cheapest TrustedRouter route is $0.24898/1M for DeepSeek: DeepSeek V4 Flash 0423 and $0.0633/1M for meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Flash 0423 or meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo faster?

Current measured p50 time to first token is 1498 ms for DeepSeek: DeepSeek V4 Flash 0423 and not enough data for meta-llama/Meta-Llama-3.1-8B-Instruct-Turbo. 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/Meta-Llama-3.1-8B-Instruct-Turbo 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/meta-llama-3.1-8b-instruct-turbo. This makes side-by-side evals possible without maintaining two provider integrations.