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Documentation Index

Fetch the complete documentation index at: https://docs.tokenlab.sh/llms.txt

Use this file to discover all available pages before exploring further.

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Respons

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object
string
Selalu list.
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data
array
Array objek model.Setiap model berisi:
  • id (string): Identitas model
  • object (string): model
  • created (integer): Timestamp pembuatan
  • owned_by (string): Provider model
  • lemondata.category (string): Kategori model publik
  • lemondata.pricing_unit (string atau null): Satuan harga publik jika tersedia
  • lemondata.capability_flags (object atau null): Ringkasan kapabilitas publik
  • lemondata.supported_operations (array atau null): Operasi non-chat publik untuk model
  • lemondata.pricing_provenance (object atau null): Metadata sumber harga publik
  • lemondata.public_contract_summary (object atau null): Ringkasan discovery non-chat ringan yang hanya berisi public_operations dan request_endpoint
  • lemondata.agent_preferences (object): Hanya dikembalikan saat recommended_for ada
GET /v1/models dioptimalkan untuk discovery. Metadata khusus detail seperti capability_flags, pricing_provenance, dan public_contract lengkap berada di GET /v1/models/{model}.

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Parameter Query

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category
string
Filter kategori publik opsional. Mendukung chat, image, video, audio, tts, stt, music, 3d, embedding, rerank, dan translation.
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recommended_for
string
Skenario rekomendasi non-chat opsional. Mendukung image, video, music, 3d, tts, stt, embedding, rerank, dan translation.
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provider
string
Filter provider opsional seperti openai, anthropic, google, atau deepseek.
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tag
string
Filter tag model opsional seperti chat, image, video, embedding, atau translation.
Saat recommended_for ada, /v1/models mengurutkan model non-chat berdasarkan snapshot sukses 24 jam cached terbaru. Model dengan status = "insufficient_samples" tetap terlihat tetapi diurutkan setelah model yang sudah diberi skor.
curl "https://api.tokenlab.sh/v1/models" \
  -H "Authorization: Bearer sk-your-api-key"

{
  "object": "list",
  "data": [
    {
      "id": "gpt-5.4",
      "object": "model",
      "created": 1706000000,
      "owned_by": "openai"
    },
    {
      "id": "claude-sonnet-4-6",
      "object": "model",
      "created": 1706000000,
      "owned_by": "anthropic"
    },
    {
      "id": "gemini-2.5-flash",
      "object": "model",
      "created": 1706000000,
      "owned_by": "google"
    }
  ]
}

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Filter Berdasarkan Provider

# Get all OpenAI models
openai_models = [m for m in models.data if m.owned_by == "openai"]

# Get all Anthropic models
anthropic_models = [m for m in models.data if m.owned_by == "anthropic"]

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Kategori Model

PenyediaContoh Model
openaigpt-5.4, gpt-5.4-mini, gpt-5-mini, gpt-4o, dall-e-3
anthropicclaude-opus-4-6, claude-sonnet-4-6, claude-haiku-4-5
googlegemini-3-pro-preview, gemini-3-flash-preview, gemini-2.5-pro
deepseekdeepseek-r1, deepseek-v3-2
xaigrok-4.1
moonshotkimi-k2.5
minimaxminimax-m2.1
metallama-3.3-70b, llama-3.1-405b

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Contoh Rekomendasi Agent

Response
{
  "object": "list",
  "data": [
    {
      "id": "gemini-2.5-flash-image",
      "object": "model",
      "created": 1706000000,
      "owned_by": "google",
      "lemondata": {
        "category": "image",
        "pricing_unit": "per_request",
        "agent_preferences": {
          "image": {
            "preferred_rank": 1,
            "success_rate_24h": 0.98,
            "sample_count_24h": 423,
            "status": "ready",
            "updated_at": "2026-03-28T12:00:00.000Z",
            "basis": {
              "score_source": "clickhouse_24h",
              "channel_id": null,
              "physical_model": null
            }
          }
        }
      }
    }
  ]
}