OpenAI compatible API · Attested · Public status

AionLabs: Aion-RP 1.0 (8B) vs DeepSeek: DeepSeek V4 Flash 0423

AionLabs: Aion-RP 1.0 (8B) vs DeepSeek V4 Flash 0423: 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. Current TrustedRouter probes show DeepSeek: DeepSeek V4 Flash 0423 with the lower p50 TTFT.

$2.532/1MAionLabs: Aion-RP 1.0 (8B) cheapest route

$0.24898/1MDeepSeek: DeepSeek V4 Flash 0423 cheapest route

1702 msAionLabs: Aion-RP 1.0 (8B) fastest measured p50 TTFT via aion-labs

1035 msDeepSeek: DeepSeek V4 Flash 0423 fastest measured p50 TTFT via wandb

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.

AionLabs: Aion-RP 1.0 (8B)DeepSeek: DeepSeek V4 Flash 0423

Model idaion-labs/aion-rp-llama-3.1-8bdeepseek/deepseek-v4-flash

Publisher Aion Labs DeepSeek

AI IQ — IQ 116#37

Context32,768 tokens1,048,576 tokens

Credits provider routes116

Cheapest route$2.532/1M$0.24898/1M

Cached inputNot published$0.01/1M to $0.182072/1M

Privacy postureprovider posture varieshas ZDR route

Fastest measured p50 TTFT1702 ms via aion-labs1035 ms via wandb

Highest measured throughputnot enough datanot enough data

Recent route uptime range100.00%0.00% to 100.00%

Modes chat chat

AionLabs: Aion-RP 1.0 (8B) routes

Overview1 Credits routes

DeepSeek: DeepSeek V4 Flash 0423 routes

Overview16 Credits routes
PricingInput, cached input, and output rates
BenchmarksTrustedRouter and external sources
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="aion-labs/aion-rp-llama-3.1-8b",
    messages=messages,
)

Questions

Which should I use, AionLabs: Aion-RP 1.0 (8B) or DeepSeek: DeepSeek V4 Flash 0423?

Is AionLabs: Aion-RP 1.0 (8B) or DeepSeek: DeepSeek V4 Flash 0423 cheaper?

The current cheapest TrustedRouter route is $2.532/1M for AionLabs: Aion-RP 1.0 (8B) and $0.24898/1M for DeepSeek: DeepSeek V4 Flash 0423. The comparison uses current catalog prices and updates as provider pricing changes.

Is AionLabs: Aion-RP 1.0 (8B) or DeepSeek: DeepSeek V4 Flash 0423 faster?

Current measured p50 time to first token is 1702 ms for AionLabs: Aion-RP 1.0 (8B) and 1035 ms for DeepSeek: DeepSeek V4 Flash 0423. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test AionLabs: Aion-RP 1.0 (8B) and DeepSeek: DeepSeek V4 Flash 0423 with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between aion-labs/aion-rp-llama-3.1-8b and deepseek/deepseek-v4-flash. This makes side-by-side evals possible without maintaining two provider integrations.