DeepReasoning API

Paire DeepSeek R1 chain-of-thought raisonnement avec Anthropic Claude créatif et génération de code derrière une interface unifiée, contrôlée par les données.

WinFuncGénération de textePublié Jan 26, 2025Inférence native

About DeepReasoning

Paire DeepSeek R1 chain-of-thought raisonnement avec Anthropic Claude créatif et génération de code derrière une interface unifiée, contrôlée par les données.

Aussi connu sous le nom WinFunc DeepReasoning

reasoningthinking

DeepReasoning specs

ID du modèle
deepreasoning
Fournisseur
WinFunc
Catégorie
Génération de texte
Released
Jan 26, 2025
Sortie max
32,000 tokens
Entrée
Text
Sortie
Text
Endpoints
POST /v1/chat/completions
POST /v1/responses
POST /v1/messages

DeepReasoning API pricing

Live pay-as-you-go rates from the EmpirioLabs catalog. You are billed only for what you use, with no monthly minimum.

Type
Spéc.
Tarif
R1-0528 + Claude Sonnet 4.5 (Défaut)
par jetons 1K
In $0.012 / Out $0.058
R1-0528 + Claude Haiku 4.5
par jetons 1K
In $0.0048 / Out $0.023
R1-0528 + Claude Opus 4.5
par jetons 1K
In $0.019 / Out $0.092
R1-0528 + Claude Sonnet 4
par jetons 1K
In $0.012 / Out $0.058
R1-0528 + Claude Opus 4.1
par jetons 1K
In $0.053 / Out $0.26
R1-0528 + Claude Opus 4
par jetons 1K
In $0.053 / Out $0.26
Web Search (Linkup)
per call when invoked
$0.013
Comparer sur la page complète des tarifs

How to call the DeepReasoning API

DeepReasoning serves the OpenAI-compatible Chat Completions API. Point any OpenAI SDK at https://api.empiriolabs.ai/v1 with your EmpirioLabs API key and use the model id deepreasoning. Get an API key from the EmpirioLabs dashboard.

cURL
curl https://api.empiriolabs.ai/v1/chat/completions \
  -H "Authorization: Bearer $EMPIRIOLABS_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "deepreasoning",
    "messages": [
      {"role": "user", "content": "Write a haiku about the ocean."}
    ]
  }'
Python (OpenAI SDK)
from openai import OpenAI

client = OpenAI(
    base_url="https://api.empiriolabs.ai/v1",
    api_key="YOUR_EMPIRIOLABS_API_KEY",
)

response = client.chat.completions.create(
    model="deepreasoning",
    messages=[{"role": "user", "content": "Write a haiku about the ocean."}],
)
print(response.choices[0].message.content)
Full DeepReasoning API reference

DeepReasoning API parameters

Request parameters supported by the DeepReasoning API on EmpirioLabs. Defaults apply when a field is omitted.

ParamètreTypePar défautPlage / valeursDescription
temperaturenumber0.70 to 2Sampling temperature. Applies to both the R1 reasoning stage and the Claude synthesis stage.
top_pnumber0.90 to 1Nucleus sampling. Applies to both the R1 reasoning stage and the Claude synthesis stage.
max_tokensnumber81921 to 65536Maximum output tokens for the Claude synthesis stage.
anthropic_modelenumclaude-sonnet-4-5-20250929claude-sonnet-4-5-20250929, claude-haiku-4-5-20251001, claude...Choose the Claude model to pair with DeepSeek R1 0528 reasoning. The R1 model produces the chain-of-thought; the Claude model synthesizes the final answer.
web_search_linkupbooleanfalse-Optional web search powered by Linkup. When enabled, recent web sources are retrieved using your latest user message as the query and provided to the model as...
disable_formattingbooleanfalse-When enabled, the gateway will not append the "Sources" footer to assistant responses that used Linkup web search. Useful when the model output is piped to another...

Bon à savoir

R1-0528 raisonnement jumelé à l'un des éléments suivants: Claude Sonnet 4.5 (par défaut), Haiku 4.5, Opus 4.5, Sonnet 4, Opus 4.1, Opus 4, Sonnet 3.7, Haiku 3.5, Opus 3. About "Native Inference" pour ce modèle EmpirioLabs héberge la logique open-source du projet API/orchestration à partir de sa repo GitHub sur notre propre infrastructure - c'est la partie "native". Les modèles sous-jacents (R1-0528 raisonnement + le modèle d'achèvement Claude que vous choisissez) sont toujours composés via leurs API officielles respectives. Nous n'hébergons pas les poids du modèle eux-mêmes.

DeepReasoning API: common questions

How much does the DeepReasoning API cost?

On EmpirioLabs, DeepReasoning is billed pay as you go: R1-0528 + Claude Sonnet 4.5 (Défaut) In $0.012 / Out $0.058 par jetons 1K; R1-0528 + Claude Haiku 4.5 In $0.0048 / Out $0.023 par jetons 1K; R1-0528 + Claude Opus 4.5 In $0.019 / Out $0.092 par jetons 1K. The live rate card on this page always matches what the API charges.

Is the DeepReasoning API OpenAI-compatible?

Yes. DeepReasoning serves the OpenAI-compatible Chat Completions API, so existing OpenAI SDKs work by pointing base_url at https://api.empiriolabs.ai/v1 and setting the model id to deepreasoning.

Can I try DeepReasoning in the browser before integrating?

Yes. The EmpirioLabs playground runs DeepReasoning in the browser with the same parameters the API exposes, so you can test prompts before writing code.

How do I get a DeepReasoning API key?

Create an EmpirioLabs account, then generate a key under API Keys in the dashboard. Billing is pay-as-you-go credits, so you only pay for the requests you make.

Ready to use better endpoints?

Check out our pricing or reach out if you want your own model deployed on our stack.