OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Flash 0423 vs Hermes 2 Pro Llama 3 8B

DeepSeek V4 Flash 0423 vs Hermes 2 Pro Llama 3 8B: 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

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.

$0.2478/1MDeepSeek: DeepSeek V4 Flash 0423 cheapest route

$0.294/1MHermes 2 Pro Llama 3 8B cheapest route

374 msDeepSeek: DeepSeek V4 Flash 0423 fastest measured p50 TTFT via pearl

not enough dataHermes 2 Pro Llama 3 8B fastest measured p50 TTFT

DeepSeek: DeepSeek V4 Flash 0423Hermes 2 Pro Llama 3 8B

Model iddeepseek/deepseek-v4-flashnousresearch/hermes-2-pro-llama-3-8b

Publisher DeepSeek Novita AI

AI IQ IQ 113#35 —

Context1,048,576 tokens8,192 tokens

Provider routes291

Cheapest route$0.2478/1M$0.294/1M

Privacy posturehas provider E2EE routeprovider posture varies

Fastest measured p50 TTFT374 ms via pearlnot enough data

Highest measured throughput113 tok/s via makoranot enough data

Recent route uptime range100.00%not enough data

Modes chat chat

DeepSeek: DeepSeek V4 Flash 0423 routes

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

Hermes 2 Pro Llama 3 8B 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-flash",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Flash 0423 or Hermes 2 Pro Llama 3 8B?

Is DeepSeek: DeepSeek V4 Flash 0423 or Hermes 2 Pro Llama 3 8B cheaper?

The current cheapest TrustedRouter route is $0.2478/1M for DeepSeek: DeepSeek V4 Flash 0423 and $0.294/1M for Hermes 2 Pro Llama 3 8B. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Flash 0423 or Hermes 2 Pro Llama 3 8B faster?

Current measured p50 time to first token is 374 ms for DeepSeek: DeepSeek V4 Flash 0423 and not enough data for Hermes 2 Pro Llama 3 8B. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4 Flash 0423 and Hermes 2 Pro Llama 3 8B 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 nousresearch/hermes-2-pro-llama-3-8b. This makes side-by-side evals possible without maintaining two provider integrations.