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boogu-image-0-1-edit | Boogu-Image-0.1-Edit | Boogu | [] | {
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boogu-image-0-1-edit-turbo | Boogu-Image-0.1-Edit-Turbo | Boogu | [] | {
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bria-3-2 | Bria 3.2 | Bria | [] | {
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bria-fibo | Bria FIBO | Bria | [] | {
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} | /models/bria/bria-fibo |
bria-fibo-edit | Bria FIBO Edit | Bria | [] | {
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} | /models/bria/bria-fibo-edit |
bria-fibo-lite | Bria FIBO Lite | Bria | [] | {
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bria-image-increase-resolution | Bria Image Increase Resolution | Bria | [] | {
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} | /models/bria/bria-image-increase-resolution |
bria-rmbg-v2-0 | Bria RMBG v2.0 | Bria | [] | {
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"nameKey": "models.series.bria",
"displayName": "Bria",
"provider": "Bria",
"categories": [
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} | /models/bria/bria-rmbg-v2-0 |
claude-fable-5 | claude-fable-5 | Anthropic | [] | {
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} | [
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"vision"
] | chat | available | {
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claude-fable-5-1 | Claude Fable 5.1 | Anthropic | [] | {
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"nameKey": "models.series.claude5",
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} | [
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claude-haiku-4-5 | claude-haiku-4-5 | Anthropic | [] | {
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claude-opus-4-6 | claude-opus-4-6 | Anthropic | [
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deepseek-v4-pro | deepseek-v4-pro | DeepSeek | [
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flux-2-klein-4b | flux-2-klein-4b | Black Forest Labs | [] | {
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flux-2-klein-4b-base | FLUX.2 [klein] 4B Base | Black Forest Labs | [] | {
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flux-3-video | FLUX 3 Video | Black Forest Labs | [] | {
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flux-kontext-max | flux-kontext-max | Black Forest Labs | [
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flux-kontext-pro | flux-kontext-pro | Black Forest Labs | [
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flux-pro-1.1 | flux-pro-1.1 | Black Forest Labs | [
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flux-video-edit | FLUX Video Edit | Black Forest Labs | [] | {
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fun-asr | Fun-ASR语音识别 | Alibaba | [] | {
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fun-asr-flash-2026-06-15 | fun-asr-flash-2026-06-15 | Alibaba | [] | {
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fun-asr-realtime | Fun-ASR实时语音识别 | Alibaba | [] | {
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gemini-2.5-flash | gemini-2.5-flash | Google | [] | {
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"retirementDate": null
} | 1,047,576 | 32,768 | [
"json-mode",
"prompt-cache",
"tool-use",
"vision"
] | {
"schemaVersion": 1,
"kind": "PASSTHROUGH"
} | [
"chat_completion"
] | [
"openai_chat_completions",
"openai_response"
] | {
"source": "registry",
"publicOperations": [
"chat_completion"
],
"requestEndpoint": null,
"recommendedMediaRequest": null,
"statusMode": null,
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"runtimeGate": null,
"supportedParameters": [],
"requiredSelectors": [],
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"outputFormats": [],
... | {
"supportsVision": true,
"supportsTools": true,
"supportsPromptCaching": true,
"supportsResponseSchema": true
} | {
"unit": "per_token",
"displayMode": "flat",
"officialInput": "0.4",
"officialOutput": "1.6",
"platformInput": "0.28",
"platformOutput": "1.12",
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"officialCacheRead": "0.1",
"officialCacheWrite": null,
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"platformCacheRead": "... | {
"kind": "tokenlab-catalog",
"label": "TokenLab Model Registry",
"sourceUrl": null,
"observedAt": "2026-10-02T16:53:30.068Z"
} | /models/gpt-4/gpt-4.1-mini |
gpt-4o | gpt-4o | OpenAI | [
"chatgpt-4o",
"chatgpt.4o",
"gpt4o"
] | {
"slug": "gpt-4o",
"nameKey": "models.series.gpt4o",
"displayName": "GPT 4o",
"provider": "openai",
"categories": [
"chat",
"vision"
],
"highlights": [],
"isFeatured": false
} | [
"chat",
"vision"
] | chat | available | {
"verified": true,
"official": true
} | {
"stage": "active",
"releasedAt": null,
"latest": false,
"replacementModel": null,
"deprecationDate": null,
"retirementDate": null
} | 128,000 | 16,384 | [
"json-mode",
"prompt-cache",
"tool-use",
"vision"
] | {
"schemaVersion": 1,
"kind": "PASSTHROUGH"
} | [
"chat_completion"
] | [
"openai_chat_completions",
"openai_response"
] | {
"source": "registry",
"publicOperations": [
"chat_completion"
],
"requestEndpoint": null,
"recommendedMediaRequest": null,
"statusMode": null,
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"runtimeGate": null,
"supportedParameters": [],
"requiredSelectors": [],
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"outputFormats": [],
... | {
"supportsVision": true,
"supportsTools": true,
"supportsPromptCaching": true,
"supportsResponseSchema": true
} | {
"unit": "per_token",
"displayMode": "flat",
"officialInput": "2.5",
"officialOutput": "10",
"platformInput": "1.75",
"platformOutput": "7",
"officialLock": null,
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"officialCacheRead": "1.25",
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"platformCacheRead": "0.8... | {
"kind": "tokenlab-catalog",
"label": "TokenLab Model Registry",
"sourceUrl": null,
"observedAt": "2026-10-02T16:53:30.068Z"
} | /models/gpt-4o/gpt-4o |
End of preview. Expand in Data Studio
TokenLab Public Model Catalog
A public logical-model snapshot for discovery, capabilities, lifecycle and pricing research.
Snapshot
- Source: https://tokenlab.sh/model-data/latest.json
- Schema:
2026-07-16.v3 - Catalog hash:
36123ea73bddff72 - Generated at:
2026-10-02T16:53:30.068Z - Observed at:
2026-10-02T16:53:30.068Z - Rows:
432
data/models.jsonl has one public logical model per line, including operation contracts and endpoint eligibility. Decision models such as Jev 1.13 use the native System One endpoint. This is a timestamped snapshot, not a promise of future availability or prices.
Use
from datasets import load_dataset
models = load_dataset("kiln4758/tokenlab-model-catalog", split="train")
decisions = models.filter(lambda model: "decision" in model["categories"])
Data boundary
The dataset describes public TokenLab model identifiers, capabilities, lifecycle status, operation contracts and listed prices. Names and source materials remain subject to their owners' terms. TokenLab service terms: https://tokenlab.sh/tos.
Links
- Models: https://tokenlab.sh/models
- Data center: https://tokenlab.sh/models/data
- Docs: https://tokenlab.sh/docs
- System One: https://tokenlab.sh/docs/en/api-reference/systemone/create-decision
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