{"uid":"cap_A_6cFlfsUq-cUSVgnNtHn","slug":"dev-5090-uncensored-inference-vision-text-fallback-3ec99039","name":"dev-5090 Uncensored Inference – Vision (Text-Fallback)","description":"[preview] Image understanding. Currently TEXT-FALLBACK ONLY — no vision model is loaded. Priced accordingly.","url":"https://biz-integral-pull-earrings.trycloudflare.com/v1/vision?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"usage":{"type":"object"},"choices":{"type":"array"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_t0enhJDExHvzqI7eM_kYk","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Accepts image-understanding requests but currently operates in text-fallback mode only, returning text-based responses without an active vision model.","exampleAgentPrompt":"Can you analyze this image and tell me what's in it? Just pass it through the vision endpoint — I know it's text-fallback only right now but I still want whatever it can tell me.","exampleUseCases":[{"title":"Quick image scene description","prompt":"I have a photo I need described — can you send it to the vision endpoint and tell me what it sees? Text fallback is fine for now."},{"title":"Testing vision API integration","prompt":"I'm building a pipeline that calls a vision API — can you test the /v1/vision endpoint with this sample image prompt and show me the raw choices and usage fields it returns?"},{"title":"Uncensored image query handling","prompt":"I need an uncensored model to interpret this image without content filtering — can you hit the vision endpoint with my message and return whatever it says?"}],"resultDescription":"Returns a JSON object with a 'choices' array containing the model's text response and a 'usage' object with token consumption metadata. Currently no actual vision model is loaded, so all responses are text-fallback only — image content is not visually processed.","failureModes":["No vision model loaded — responses are text-fallback only and will not reflect actual image analysis","Malformed input schema (missing choices or usage fields) may cause parsing errors","Cloudflare Tunnel instability may produce 502/504 gateway errors","Payment failure (x402) if 0.02 USDC not provided upfront","Prompt triggers content guard despite 'uncensored' branding","High latency or timeout if the underlying dev node is under load"],"whenToPreferThis":"Choose this endpoint when you need a low-cost ($0.02 USDC), uncensored text-fallback response on a vision-style API, and actual image pixel analysis is not strictly required. Useful for testing vision API integration pipelines, handling image-adjacent prompts with an unrestricted model, or when other vision endpoints are too expensive or filtered. Avoid if true image recognition is required — no vision model is currently active.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T00:35:42.797Z","isFirstParty":false,"canonicalSlug":"dev-5090-uncensored-inference-vision-text-fallback-3ec99039"}