{ "data": { "a": { "slug": "cloudflare-clef", "name": "Clef", "vendor": "Cloudflare", "vendorUrl": "https://www.cloudflare.com", "kind": "model", "category": "decision-models", "summary": "Clef, Clef-flash and Clef-omni are Cloudflare's open-weight decision models, hosted on Workers AI with Apache-2.0 weights. Clef-omni, released on 9 October 2026, also takes audio and video.", "url": "https://www.anchorterminal.com/tools/cloudflare-clef", "markdownUrl": "https://www.anchorterminal.com/tools/cloudflare-clef.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/cloudflare-clef.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/cloudflare-clef.json", "dns": "cloudflare-clef.grade.anchorterminal.com", "repo": "https://huggingface.co/Cloudflare/clef", "license": "Apache-2.0 (weights and scoring code, following the Qwen base models). Training code and data aren't published", "transports": [ "http" ], "remoteUrl": "https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clef", "packages": [], "auth": "api-key", "authNotes": "A Cloudflare API token as a Bearer header, with Workers AI permission on one account. Inside a Worker the `AI` binding needs no token. The weights download from Hugging Face without an account.", "pricing": "freemium", "pricingNotes": "On Workers AI, Clef costs $0.24 per million input tokens (21,818 neurons), Clef-flash $0.038 (3,455 neurons) and Clef-omni $0.15 (13,636 neurons), at $0.011 per 1,000 neurons (checked 2026-10-10). Clef-flash was $0.09 before 9 October 2026. The model pages say Clef models charge no output tokens and bill media at the input rate. Workers AI includes 10,000 neurons a day at no charge on the Free and Paid Workers plans, about 458,000 Clef, 2.9 million Clef-flash or 733,000 Clef-omni input tokens, and going past it needs Workers Paid (https://developers.cloudflare.com/workers-ai/platform/pricing/). The weights are free to run yourself. RL fine-tuning is sold as a service with Cloudflare's forward-deployed engineers, with no public price", "priceSummary": "Freemium", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on the Workers AI run endpoints of Clef, Clef-flash or Clef-omni, on their model pages, the pricing page or the 9 October post (checked 2026-10-10).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-02" }, "docsUrl": "https://developers.cloudflare.com/workers-ai/models/clef/", "llmsTxt": "https://developers.cloudflare.com/llms.txt", "capabilities": [ "inference.decision" ], "tags": [ "hosted", "model", "open-weights", "llms-txt", "free-tier", "no-card", "usage-priced", "multimodal" ], "lastRelease": "2026-10-09", "graded": true, "anchor": { "graded": true, "score": 68.3, "grade": "B", "agentReady": false, "rank": 379, "ranked": true, "rankOf": 1524, "categoryRank": 10, "methodology": "0.8", "run": "2026-10-01", "scores": { "ergonomics": 75, "maintenance": 59, "payments": 60, "reliability": 68, "schema": 78, "security": 72, "transparency": 87 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-01" }, "negative": -3, "negativeNotes": [ "9 October 2026: hosted Clef-flash's context window was cut from 64K to 24K tokens on the unversioned `@cf/cloudflare/clef-flash` ID, announced in the Workers AI changelog the day it took effect. Requests that fit before can now fail. Same-day change to a published behaviour (-3). https://developers.cloudflare.com/changelog/post/2026-10-09-clef-omni-workers-ai/" ], "verdict": "Apache-2.0 weights for all three models, ungated on Hugging Face, and Clef-omni (9 October 2026) adds audio and video input. Hosted Clef-flash's context fell from 64K to 24K tokens on 9 October, announced in the changelog that day, and no SLA or stated notice period for model changes was found for Workers AI.", "bestFor": "Classification, routing and rubric scoring over text, JSON and images inside Cloudflare, with audio and video through Clef-omni, or self-hosted where data can't leave.", "strengths": [ "Apache-2.0 weights for Clef, Clef-flash and Clef-omni on Hugging Face, ungated, with no account needed to download", "Clef-omni takes text, up to 4 images, up to 4 audio clips and up to 2 videos in one call, with media token costs documented", "Hosted Clef is faster by Cloudflare's own measurement, with a 152 ms median at about 800 tokens, down from 262 ms", "$0.24 per million input tokens for Clef, $0.038 for Clef-flash and $0.15 for Clef-omni, with 10,000 free neurons a day on Workers AI, re-read on 1 November 2026", "Typed answers with a probability for every allowed option, 1 to 64 questions a call, and up to 4 images", "The launch post and the Workers AI data page both say inputs and outputs aren't stored or used for training", "A 65,536-token context on Clef and a JSON Schema for input and output on each model page", "Dated changelog entries with an RSS feed for the 1 October launch and the 9 October changes" ], "weaknesses": [ "Hosted Clef-flash's context fell from 64K to 24K tokens on 9 October 2026, announced in the changelog the day it took effect", "No stated minimum notice for Workers AI model changes, and the model IDs carry no version", "Long text state is truncated to fit the context window, and the docs do not say whether a warning comes back", "No limitations, failure modes or prompt-injection guidance in the model pages or the 9 October post", "No SLA found for Workers AI, and Clef shares the Text Generation default of 300 requests a minute", "Self-hosting loads custom code from the model repositories", "No SDK of its own, and no documented way to point TypeSafe's SDKs at it despite the compatibility claim", "On Workers AI, Clef's model page describes video input, but its request parameters accept images only" ], "agentNotes": [ "Send `model` in the body as `clef`, `clef-flash` or `clef-omni`, matching the model in the URL. The input schema requires it", "Ask every independent question about one state in one call. Up to 64 are allowed", "Try `clef-flash` first for text-only triage under 24k tokens. It costs $0.038 per million input tokens against $0.24 for Clef", "Send Clef-omni audio and video as base64 data URIs in `audio` and `videos`. Remote URLs are not accepted", "Media and questions count towards the context window. If they exceed it, the request fails. Otherwise text state is truncated to fit", "Read the internal code on a 429. 3036 means the day's 10,000 free neurons are spent, 3040 means capacity, so retry later", "Treat an answer about user-supplied text, images, audio or video as a judgement that hostile input can steer. Cloudflare publishes no guidance on it" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.8", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 68.3 } ], "editorialScores": { "ergonomics": 75, "maintenance": 59, "payments": 60, "reliability": 68, "schema": 78, "security": 72, "transparency": 77 }, "provenanceScore": 96, "checked": { "categories": { "ergonomics": "2026-11-01", "maintenance": "2026-11-01", "payments": "2026-11-01", "reliability": "2026-11-01", "schema": "2026-11-01", "security": "2026-11-01", "transparency": "2026-11-01" }, "last": "2026-11-01", "lastMoved": "2026-11-13", "oldest": "2026-11-01", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run/@cf/cloudflare/clef \\\n -H \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" -H \"Content-Type: application/json\" \\\n -d '{\"model\":\"clef\",\"state\":\"Checkout has failed for every customer for an hour.\",\"questions\":{\"urgent\":{\"type\":\"noul\",\"instructions\":\"Is this request urgent?\"},\"team\":{\"type\":\"choice\",\"criteria\":{\"billing\":\"Payments and refunds\",\"technical\":\"Outages and errors\"}}}}'" }, "letme": { "capability": "https://letme.dev/inference.decision", "tool": "https://letme.dev/cloudflare-clef" }, "sameCompany": [ "cloudflare-ai-gateway", "cloudflare-workers-ai", "cloudflare-sandbox-sdk", "cloudflare-workers-oauth-provider", "cloudflare-web-search", "cloudflare-clairic", "cloudflare-ai-search", "cloudflare-cli", "cloudflare-mcp", "cloudflare-email-service", "cloudflare-r2" ], "area": "models", "unitPrices": [ { "item": "Clef input", "unit": "1m-tokens", "usd": 0.24, "note": "21,818 neurons. The model page says no output tokens are charged" }, { "item": "Clef-flash input", "unit": "1m-tokens", "usd": 0.038, "note": "3,455 neurons, down from $0.09 (8,182 neurons) on 9 October 2026. No output charge" }, { "item": "Clef-omni input", "unit": "1m-tokens", "usd": 0.15, "note": "13,636 neurons. Launched 9 October 2026. No output charge" } ], "provenance": { "legalEntity": "Cloudflare, Inc.", "domain": "cloudflare.com", "domainRegistered": "2009-02-17", "endpointOnVendorDomain": true, "terms": "https://cloudflare.com/terms/", "privacy": "https://cloudflare.com/privacypolicy/", "statusPage": "https://cloudflarestatus.com", "changelog": "https://developers.cloudflare.com/workers-ai/changelog/", "securityTxt": "valid", "checked": "2026-10-10", "notes": [ "Legal entity, domain date, terms, privacy and security.txt follow the Cloudflare MCP listing's check of 1 October 2026. We didn't re-read them for Clef.", "The hosted endpoint is on api.cloudflare.com. The weights sit on huggingface.co under the Cloudflare organisation.", "Pricing, context, media limits and model facts were re-read on 10 October 2026 from the Workers AI model and pricing pages, the 9 October post and the Hugging Face cards." ], "score": 96 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/cloudflare-clef.json", "live": { "slug": "cloudflare-clef", "probe": { "target": "https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clef", "method": "get", "lastAt": "2026-11-08T12:33:03.936715212Z", "lastOk": true, "lastStatus": 404, "lastMs": 31, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 31, "p95ms24h": 107, "samples24h": 242, "samples30d": 7821, "days": [ { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 247 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 255 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 253, "ok": 253 }, { "date": "2026-10-22", "probes": 253, "ok": 253 }, { "date": "2026-10-23", "probes": 248, "ok": 248 }, { "date": "2026-10-24", "probes": 251, "ok": 251 }, { "date": "2026-10-25", "probes": 250, "ok": 250 }, { "date": "2026-10-26", "probes": 252, "ok": 252 }, { "date": "2026-10-27", "probes": 249, "ok": 249 }, { "date": "2026-10-28", "probes": 251, "ok": 251 }, { "date": "2026-10-29", "probes": 249, "ok": 249 }, { "date": "2026-10-30", "probes": 248, "ok": 248 }, { "date": "2026-10-31", "probes": 251, "ok": 251 }, { "date": "2026-11-01", "probes": 249, "ok": 249 }, { "date": "2026-11-02", "probes": 250, "ok": 250 }, { "date": "2026-11-03", "probes": 248, "ok": 248 }, { "date": "2026-11-04", "probes": 246, "ok": 246 }, { "date": "2026-11-05", "probes": 185, "ok": 185 }, { "date": "2026-11-06", "probes": 241, "ok": 241 }, { "date": "2026-11-07", "probes": 243, "ok": 243 }, { "date": "2026-11-08", "probes": 127, "ok": 127 } ], "since": "0001-01-01T00:00:00Z" }, "vendorStatus": { "page": "https://cloudflarestatus.com", "indicator": "minor", "summary": "Partially Degraded Service", "checkedAt": "2026-11-13T23:54:00.681895997Z" }, "securityTxt": { "url": "https://cloudflare.com/.well-known/security.txt", "state": "valid", "checkedAt": "2026-11-13T16:15:34.823804431Z" }, "llmsTxt": { "url": "https://developers.cloudflare.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-13T15:53:43.081726282Z" }, "domain": { "domain": "cloudflare.com", "registered": "2009-02-17", "source": "https://rdap.verisign.com/com/v1/domain/cloudflare.com", "checkedAt": "2026-11-08T14:52:51.11924704Z" }, "pages": [ { "url": "https://developers.cloudflare.com/workers-ai/changelog/", "kind": "changelog", "status": 200, "checkedAt": "2026-11-13T18:14:13.671410572Z", "changedAt": "2026-10-28T04:13:16.924720245Z", "fingerprint": "e033102be6e8" }, { "url": "https://developers.cloudflare.com/workers-ai/platform/pricing/", "kind": "pricing", "status": 200, "checkedAt": "2026-10-19T23:55:04.223132738Z", "changedAt": "2026-10-19T23:55:04.223132738Z", "fingerprint": "99bff4b30568" }, { "url": "https://cloudflare.com/privacypolicy/", "kind": "privacy", "status": 200, "checkedAt": "2026-11-13T18:11:27.793760828Z", "changedAt": "2026-11-03T07:43:21.097140843Z", "fingerprint": "282aa4b71b3e" }, { "url": "https://cloudflare.com/terms/", "kind": "terms", "status": 200, "checkedAt": "2026-11-13T18:11:30.231259804Z", "changedAt": "2026-10-22T01:11:59.479312701Z", "fingerprint": "515e09b3c6ed" } ], "updatedAt": "2026-11-13T23:54:00.681895997Z" }, "streak": { "days": 0, "from": "2026-11-14", "sinceWatching": true, "last": { "kind": "breaking", "date": "2026-10-09", "what": "Hosted `@cf/cloudflare/clef-flash` context window is cut from 64K to 24K tokens. Use `@cf/cloudflare/clef` for longer inputs", "source": "https://developers.cloudflare.com/changelog/product/workers-ai/" }, "best": 0 } }, "answer": "Clef scores 68.3 (B) on agent readiness against Gemini Decision 1's 63.2 (B), and leads in 3 of 7 scored categories. Gemini Decision 1 leads on agent ergonomics and maintenance \u0026 community.", "b": { "slug": "gemini-decision-1", "name": "Gemini Decision 1", "vendor": "Google", "vendorUrl": "https://ai.google.dev", "kind": "model", "category": "decision-models", "summary": "Gemini Decision 1 is Google's model for closed-set decisions. It scores yes/no, multiple-choice and rubric questions in one pass and returns probabilities, not text, over text, images, audio, video and PDFs, at $0.10 per million input tokens.", "url": "https://www.anchorterminal.com/tools/gemini-decision-1", "markdownUrl": "https://www.anchorterminal.com/tools/gemini-decision-1.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/gemini-decision-1.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/gemini-decision-1.json", "dns": "gemini-decision-1.grade.anchorterminal.com", "license": "Closed model, used through the Gemini API's Decisions endpoint under Google's terms. The google-genai SDK that calls it is Apache-2.0", "transports": [ "http" ], "packages": [], "auth": "api-key", "authNotes": "An `x-goog-api-key` created in Google AI Studio, the same key as the rest of the Gemini API. The free tier needs no billing; paid use needs billing on the Cloud project, per the Gemini API listing.", "pricing": "usage", "pricingNotes": "$0.10 per million input tokens on the paid tier for text, images, video, audio and PDFs, and no output charge, since the model generates no output tokens. Free of charge on the free tier, where content is used to improve Google's products. Shared input is billed once per request; each question adds its own instruction and criteria tokens. No context caching, Batch API, Flex or Priority. Per the pricing page, 11 November 2026.", "priceSummary": "Pay per use", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in Google's announcement of 11 November 2026 or the SDK. Paid use is billed to a Cloud project, per the Gemini API listing.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-11-11" }, "docsUrl": "https://aistudio.google.com/docs/decisions-api", "llmsTxt": "https://ai.google.dev/gemini-api/docs/llms.txt", "capabilities": [ "inference.decision" ], "tags": [ "official", "hosted", "model", "multimodal", "usage-priced", "free-tier", "closed-source", "llms-txt", "new" ], "lastRelease": "2026-11-11", "graded": true, "anchor": { "graded": true, "score": 63.2, "grade": "B", "agentReady": false, "rank": 630, "ranked": true, "rankOf": 1524, "categoryRank": 13, "methodology": "0.8", "run": "2026-10-01", "scores": { "ergonomics": 85, "maintenance": 79, "payments": 60, "reliability": 40, "schema": 80, "security": 45, "transparency": 70 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-11-11" }, "negative": 0, "verdict": "Google's decision model scores up to 1,000 yes/no, choice and rubric questions per request over a 262,144-token multimodal input, at $0.10 per million input tokens, no output charge and a free tier. It is on a v1beta endpoint with no caching or batch discount, so repeated input is paid in full, and every speed and accuracy figure is Google's.", "bestFor": "Routing, tool selection, policy checks and rubric grading over mixed media, where many fixed questions share one input and generated text isn't needed.", "strengths": [ "Price published without a login: $0.10 per million input tokens and $0 output, with the shared input billed once per request", "A no-cost tier in Google AI Studio, so an agent's operator can start with a key and no card", "Up to 1,000 questions in one request over text, images, audio, video and PDFs, within 262,144 tokens", "Typed request and response models in google-genai 3.2.0 (Apache-2.0), with stated ranges for options, levels and probabilities", "Every answer carries a confidence from 0 to 1, so uncertain cases can go to a larger model or a person" ], "weaknesses": [ "No context caching, Batch API, Flex or Priority: the guide says repeated input across requests counts in full", "Launch stage not stated, and the endpoint is on v1beta, which Google says may change", "Free-tier requests are used to improve Google's products, per the pricing page", "Google's latency figures cover contexts up to 16K tokens, not the 262,144-token maximum", "The public rate-limit page has no row for this model; limits are shown only in AI Studio" ], "agentNotes": [ "Call POST /v1beta/decisions or `client.decisions.create` (SDK 3.2 or later), not generateContent or the Interactions API", "Put every question about the same input in one request: there's no caching, and repeated input is billed in full", "Pass media inline (100 MB, 50 MB for PDFs), as a Files API URI or as an HTTPS URL up to 15 MB; YouTube and gs:// links are refused", "Branch on the HTTP 400 error code (safety, prohibited_content, blocklist, image_safety, content_blocked) before retrying", "Keep question keys to [A-Za-z0-9_-] and 64 characters, and options or levels between 2 and 255" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.8", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 63.2 } ], "editorialScores": { "ergonomics": 85, "maintenance": 79, "payments": 60, "reliability": 40, "schema": 80, "security": 45, "transparency": 50 }, "provenanceScore": 89, "checked": { "categories": { "ergonomics": "2026-11-11", "maintenance": "2026-11-11", "payments": "2026-11-11", "reliability": "2026-11-11", "schema": "2026-11-11", "security": "2026-11-11", "transparency": "2026-11-11" }, "last": "2026-11-11", "lastMoved": "2026-11-13", "oldest": "2026-11-11", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl -X POST \"https://generativelanguage.googleapis.com/v1beta/decisions\" \\\n -H \"x-goog-api-key: $GEMINI_API_KEY\" -H \"content-type: application/json\" \\\n -d '{\"model\":\"models/gemini-decision-1\",\"input\":\"The blue mug I ordered arrived cracked.\",\"questions\":{\"damaged\":{\"type\":\"noul\",\"instructions\":\"Did the item arrive damaged?\"},\"team\":{\"type\":\"choice\",\"instructions\":\"Which team handles this?\",\"criteria\":{\"returns\":\"Damaged or wrong items\",\"billing\":\"Charges and refunds\"}}}}'" }, "letme": { "capability": "https://letme.dev/inference.decision", "tool": "https://letme.dev/gemini-decision-1" }, "sameCompany": [ "gemini-4-carbon", "gemini-4-hydrogen", "vertex-ai", "embeddinggemma-2", "embeddinggemma-300m", "gemini-embedding", "vertex-ai-tuning", "cloud-run-gpus", "google-model-armor", "shieldgemma", "google-imagen", "gemini-omni-1-2-flash", "google-veo", "google-lyria", "google-speech-to-text", "google-cloud-tts", "gemini-live", "google-adk", "google-memory-bank", "google-secret-manager", "google-cloud-document-ai", "google-weather-api", "chrome-devtools-mcp", "puppeteer", "mcp-toolbox-databases", "google-maps-platform", "google-cloud-translation", "google-calendar-api", "firebase-cloud-messaging", "google-cloud-storage", "google-drive-api", "gemini-enterprise", "antigravity-cli", "gemini-cli", "harness2", "jules", "gemini-spark", "google-search-console", "google-ads-api", "google-forms", "google-sheets-api", "gmail-api", "google-people-api", "diffusiongemma-26b-a4b-it", "gemma-4-12b-it", "gemma-4-26b-a4b-it", "gemma-4-31b-it", "gemma-4-e2b-it", "gemma-4-e4b-it", "virustotal" ], "sameModel": [ "gemini-api" ], "area": "models", "unitPrices": [ { "item": "Gemini Decision 1 input", "unit": "1m-tokens", "usd": 0.1, "note": "Text, image, audio, video and PDF. Shared input billed once per request" }, { "item": "Gemini Decision 1 output", "unit": "1m-tokens", "usd": 0, "note": "No output tokens are generated" } ], "provenance": { "legalEntity": "Google LLC", "domain": "google.com", "domainRegistered": "1997-09-15", "domainNote": "The endpoint is on googleapis.com, Google's API domain. google.com was registered in 1997.", "endpointOnVendorDomain": true, "terms": "https://ai.google.dev/gemini-api/terms", "privacy": "https://policies.google.com/privacy", "statusPage": "https://aistudio.google.com/status", "changelog": "https://ai.google.dev/gemini-api/docs/changelog", "securityTxt": "valid", "checked": "2026-11-11", "score": 89 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/gemini-decision-1.json", "live": { "slug": "gemini-decision-1", "securityTxt": { "url": "https://google.com/.well-known/security.txt", "state": "valid", "expires": "2030-04-01T00:00:00z", "checkedAt": "2026-11-13T16:15:44.621683591Z" }, "llmsTxt": { "url": "https://ai.google.dev/gemini-api/docs/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-11-13T15:54:24.506680546Z" }, "updatedAt": "2026-11-13T16:15:44.621683591Z" } }, "edges": [ { "by": 28, "category": "reliability", "leads": "cloudflare-clef", "name": "Reliability", "reasons": { "a": "Scored as a hosted model on Workers AI. www.cloudflarestatus.com is a Statuspage with Workers AI as its own component (20). Clef's public record runs from its release on 1 October 2026, 31 days before 1 November. The incidents feed read on 9 October for the Workers AI listing held 21 September to 8 October, none naming Workers AI. The feed read on 20 October for the Clairic listing held 5 to 19 October, with one Workers AI incident, minor, on 15 October, errors on five DeepSeek and GLM models, not Clef. The feed read on 1 November holds 50 incidents from 16 to 31 October. Workers AI is named only in \"Issues with AI Security for Apps\" on 27 October, intermittent failures in unsafe topic detection with impact none, which doesn't touch Clef. The 23 October network incident, labelled major, describes some traffic between Ashburn and Atlanta and some customers in North America, and the 27 October major affected customers whose traffic passes through an external vendor firewall, so both read as partial, as cloudflare-clairic and cloudflare-workers-ai read them. The history page, read on 1 November, shows nothing naming Workers AI from 29 October to 1 November. So Clef's whole life is read and nothing touched it. A record this short reads as 15 of 30 in this run, as cloudflare-clairic (13 days) and pplx-decider (31 days) read theirs, so the 10 October 8, which isn't a checklist value, is brought into line (15). The model page lists Clef under Text Generation, whose default limit is 300 requests a minute, though Clef isn't named on the limits page (13 of 15). The errors page gives 429 two internal codes, 3036 for a spent free allocation and 3040 for capacity, per the Workers AI listing's check. No `Retry-After` was found for a 3040. A call has no side effects, so a retry is safe (10 of 15). No SLA for Workers AI found (0). The Clef and Clef-flash model pages, re-read on 1 November, carry no beta label (10). 20 + 15 + 13 + 10 + 0 + 10 = 68.", "b": "Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Status page at aistudio.google.com/status with no readable components or history (10 of 20) and no readable incident record (5 of 30). Rate-limit tiers and spend limits published for the platform, but the public rate-limit page, read on 11 November, has no row for Decision 1 and sends you to AI Studio (5 of 15). Backoff guidance for 429 and 503 and SDK retries (15). No SLA (0). The guide and the model page, read on 11 November, state no launch stage; the endpoint is v1beta and the model has one version, so half, as Gemini 4 Carbon was read (5 of 10). 10 + 5 + 5 + 15 + 0 + 5 = 40." }, "scores": { "a": 68, "b": 40 } }, { "by": 27, "category": "security", "leads": "cloudflare-clef", "name": "Security \u0026 auth", "reasons": { "a": "Read for a model API. Cloudflare API tokens scoped to Workers AI permissions on an account and revocable, per the Cloudflare MCP listing's check of 1 October. Permission is per account, not per model (27 of 30). The Workers AI data page (updated 16 October 2026, per the Clairic listing's 1 November check) says standard inference keeps no inputs or outputs after the response and Customer Content isn't used to train models, and the launch post says Cloudflare doesn't read, store or train on Clef requests or responses outside the fine-tuning service (18 of 20). Clef is pitched at support triage and threat intelligence, both untrusted input, and we found no guidance on adversarial or injected content in the model page, the launch post or the model card. Self-hosting runs custom code from the model repository (3 of 15). The launch post's fine-tuning flow captures datasets through AI Gateway, and gateway logs record each request when one is used. Account audit logs record token changes per the Cloudflare MCP check (6 of 15). security.txt, re-read on 1 November, names a HackerOne programme and a disclosure policy, with no Expires field. Cloudflare's ISO certifications page, read on 1 November, says Cloudflare is certified to ISO 27001 (since 2019, now to its 2022 edition), ISO 27018 and ISO 27701, with a scope of the Cloudflare global cloud platform. 2 held back for the missing Expires field, as cloudflare-clairic, cloudflare-r2, cloudflare-workers-ai and cloudflare-ai-gateway read the same evidence (18 of 20, 15 before, when certifications went unread). Clef-omni widens user-supplied input to audio and video, and Cloudflare publishes no guidance on hostile media. 27 + 18 + 3 + 6 + 18 = 72.", "b": "Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Keys bound to a service account and restricted to the Gemini API, with no scopes and a token accepted in the URL (15 of 30, the platform's deduction). The pricing page, read on 11 November, says free-tier content is used to improve Google's products and paid-tier content isn't (10 of 20, the platform's reading). Abuse retention with no number (5 of 15). Request logs for billed projects are described for Generate Content; the Decisions guide says nothing on logging (10 of 15). security.txt and a reward programme, no certification naming the API (5 of 20). 15 + 10 + 5 + 10 + 5 = 45." }, "scores": { "a": 72, "b": 45 } }, { "by": 20, "category": "maintenance", "leads": "gemini-decision-1", "name": "Maintenance \u0026 community", "reasons": { "a": "Read for a model. Clef and Clef-flash released on 1 October 2026 and Clef-omni on 9 October, the last hosted change, 23 days before this check (30). We found no stated minimum notice for Workers AI model changes. On 9 October Clef-flash's hosted context fell from 64k to 24k on an unversioned model ID, announced in the changelog the day it took effect. That is model churn (2 of 8). The changelog's notice of 8 May aliased Kimi K2.5 to the pricier K2.6 on 30 May, 22 days later, the reading cloudflare-clairic gives the same record (4 of 12). Cloudflare's product changelog has dated Clef entries on 1 and 9 October with an RSS feed, and Cloudflare's community and support channels weren't checked (9 of 15, 6 before, as Clairic). No Clef SDK. Clef is called through Workers AI's REST API and binding, and Cloudflare's SDKs are current, TypeScript 7.3.0 and Python 5.9.0 tagged 2 October 2026, still the newest on 1 November per the Workers AI listing's check (10 of 15, 8 before, when they weren't checked, as Clairic). The Hugging Face repositories, re-read on 1 November, were last changed on 30 October (benchmark results added to the cards) and carry custom code that local runs depend on. An SGLang launch command was added to the cards on 9 October. We found no Clef support in a vLLM release (4 of 10). 30 + 2 + 4 + 9 + 10 + 4 = 59.", "b": "Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Released on 11 November 2026, the day of this check (30). Deprecations with earliest dates and no stated minimum notice (4 of 12). Shutdowns in the last 90 days kept to their table (4 of 8). Dated changelogs: google-genai 3.2.0's entry adds the Decisions API; the platform changelog wasn't re-read today (11 of 15). SDK replies not sampled (5 of 10). google-genai 3.2.0 tagged the same day with `client.decisions.create`; the JavaScript SDK is per Google's post (15). Runtimes stated on the platform (10). 30 + 4 + 4 + 11 + 5 + 15 + 10 = 79. The model is hours old, so these lines are the platform's habits more than this model's record." }, "scores": { "a": 59, "b": 79 } }, { "by": 17, "category": "transparency", "leads": "cloudflare-clef", "name": "Transparency \u0026 trust", "reasons": { "a": "Weights and scoring code under Apache-2.0, following the Qwen base models. Training code and data aren't published (27 of 30). The Workers AI data page and the launch post agree, no training without consent and nothing kept unless you store it. Cloudflare's privacy policy and DPA exist, per the Cloudflare MCP check (26 of 30). The Workers AI changelog posts dated notices, such as the 8 May notice for Kimi K2.5, but we found no deprecation policy (10 of 20). Cloudflare's subprocessor page names 12 third parties and 16 group companies with locations, per the Cloudflare MCP check of 1 October. Where Clef inference runs isn't stated (14 of 20). Clef-omni is Apache-2.0 on its Hugging Face card, and we didn't check whether it publishes training code or data. The churn point sits under maintenance, so the deprecation item stays at 10 of 20. Hugging Face still shows all three models under apache-2.0 on 1 November. 27 + 26 + 10 + 14 = 77.", "b": "Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Closed service with clear terms, SDKs Apache-2.0 (15). The pricing page states that free-tier content is used to improve products and paid-tier content isn't; abuse retention has no number (15 of 30). Deprecations table; the model page names no deprecation for this model (15 of 20). Data may be cached anywhere Google has facilities; no subprocessor list checked (5 of 20). Every benchmark, latency and cost comparison is Google's own, and the post gives charts without scores in its text. 15 + 15 + 15 + 5 = 50." }, "scores": { "a": 87, "b": 70 } }, { "by": 10, "category": "ergonomics", "leads": "gemini-decision-1", "name": "Agent ergonomics", "reasons": { "a": "Read as an API an agent calls for a decision, as with Jev, since Clef doesn't call tools or generate text. Answers are a probability per allowed option, so output stays small and the cost is the state, within 65,536 tokens. No batch or caching found for Clef (18 of 25). The caller fixes the output shape, with up to 64 questions and up to 4 images a call (18 of 20). Workers AI errors carry internal codes and messages, and a 429 tells a spent free allocation from a capacity limit. Nothing Clef-specific, such as which question failed validation, is documented (14 of 20). Calls are stateless and safe to retry, but there's no retry guidance beyond 'please try again' (15 of 20). Callable over REST and from a Worker through the `AI` binding. There's no Clef SDK, the body repeats the model name the URL already carries, and we found no documented way to point TypeSafe's SDKs, which post to `/v1/systemone`, at Clef (10 of 15). Clef-omni adds audio and video with documented token costs, but media must be base64-embedded, and long text state is truncated without a documented signal. Net unchanged. 18 + 18 + 14 + 15 + 10 = 75.", "b": "Read on the tool lines, as the other decision-model listings are. Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Answers are probabilities only, and the shared input is billed once across up to 1,000 questions (25 of 25). Limits are written down: 262,144 tokens shared by the input and all questions, 1,000 questions, 2 to 255 options, inline data to 100 MB (50 MB for PDFs), 15 MB per external URL (20 of 20). Errors return HTTP 400 with a named code an agent can branch on, plus the platform's backoff advice (15 of 20). SDK retries and backoff guidance, no idempotency key; nothing is written, so a repeat only costs input again (10 of 20). Three required fields, SDK 3.2 or later in Python and JavaScript, and REST (15 of 15). 25 + 20 + 15 + 10 + 15 = 85." }, "scores": { "a": 75, "b": 85 } } ], "facts": [ { "a": "Model API", "b": "Model API", "name": "Kind" }, { "a": "Cloudflare", "b": "Google", "name": "Vendor" }, { "a": "https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clef", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP", "name": "Transports" }, { "a": "API key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Pay per use", "name": "Pricing" }, { "a": "not published", "b": "free", "name": "Price for decision models" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0 (weights and scoring code, following the Qwen base models). Training code and data aren't published", "b": "Closed model, used through the Gemini API's Decisions endpoint under Google's terms. The google-genai SDK that calls it is Apache-2.0", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-09", "b": "2026-11-11", "name": "Last release" }, { "a": "2025-09-12", "b": "2026-04-28", "name": "Terms last updated" }, { "a": "no date given", "b": "2026-10-01", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "yes", "name": "Customer content may train models" }, { "a": "yes", "b": "yes", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "yes", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "3/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Clef scores 68.3 (B) on agent readiness against Gemini Decision 1's 63.2 (B), and leads in 3 of 7 scored categories. Gemini Decision 1 leads on agent ergonomics and maintenance \u0026 community.", "question": "Which is better for AI agents, Clef or Gemini Decision 1?" }, { "answer": "Both need an API key.", "question": "Do Clef and Gemini Decision 1 need an API key?" }, { "answer": "Clef has a hosted endpoint at https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clef. No hosted endpoint is listed for Gemini Decision 1.", "question": "Can an agent call Clef and Gemini Decision 1 without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 68 against 40", "Security \u0026 auth, 72 against 45", "Transparency \u0026 trust, 87 against 70" ], "also": [ "A hosted endpoint, with nothing to install", "Free to start without a card" ], "goodFor": "Classification, routing and rubric scoring over text, JSON and images inside Cloudflare, with audio and video through Clef-omni, or self-hosted where data can't leave.", "slug": "cloudflare-clef", "watchFor": "Hosted Clef-flash's context fell from 64K to 24K tokens on 9 October 2026, announced in the changelog the day it took effect" }, { "aheadOn": [ "Agent ergonomics, 85 against 75", "Maintenance \u0026 community, 79 against 59" ], "also": [ "No incidents deducted, where Clef loses 3 points for them" ], "goodFor": "Routing, tool selection, policy checks and rubric grading over mixed media, where many fixed questions share one input and generated text isn't needed.", "slug": "gemini-decision-1", "watchFor": "No context caching, Batch API, Flex or Priority: the guide says repeated input across requests counts in full" } ], "history": { "cloudflare-clef": [ { "causes": [ "method" ], "date": "2026-11-13", "delta": 2.5, "from": 65.8, "fromGrade": "B", "to": 68.3, "toGrade": "B" }, { "causes": [ "evidence", "correction", "event" ], "date": "2026-11-01", "delta": -0.2, "from": 66, "fromGrade": "B", "to": 65.8, "toGrade": "B" }, { "causes": [ "method" ], "date": "2026-10-28", "delta": 0.1, "from": 65.9, "fromGrade": "B", "to": 66, "toGrade": "B" } ], "gemini-decision-1": [ { "causes": [ "method" ], "date": "2026-11-13", "delta": 2.5, "from": 60.7, "fromGrade": "C", "to": 63.2, "toGrade": "B" } ] }, "job": { "capability": "inference.decision", "name": "Decision models" }, "others": [ { "json": "https://www.anchorterminal.com/compare/celeris-1-decision-vs-cloudflare-clef.json", "title": "Celeris-1 Decision vs Clef", "url": "https://www.anchorterminal.com/compare/celeris-1-decision-vs-cloudflare-clef" }, { "json": "https://www.anchorterminal.com/compare/celeris-1-decision-vs-gemini-decision-1.json", "title": "Celeris-1 Decision vs Gemini Decision 1", "url": "https://www.anchorterminal.com/compare/celeris-1-decision-vs-gemini-decision-1" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-convai-laya.json", "title": "Clef vs Laya", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-convai-laya" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-decider.json", "title": "Clef vs Decider", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-decider" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-decision-3.json", "title": "Clef vs Decision 3.0", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-decision-3" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-gliclass.json", "title": "Clef vs GLiClass", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-gliclass" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-granite-switch.json", "title": "Clef vs Granite Switch 4.1", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-granite-switch" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-jaredpalmer-kev.json", "title": "Clef vs Kev", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-jaredpalmer-kev" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-liquid-d1.json", "title": "Clef vs Liquid d1", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-liquid-d1" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-microsoft-decision-1.json", "title": "Clef vs Microsoft-Decision-1", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-microsoft-decision-1" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-nace-drex.json", "title": "Clef vs Drex 1.5", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-nace-drex" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-openai-decisions-api.json", "title": "Clef vs OpenAI Decisions API", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-openai-decisions-api" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-pplx-decider.json", "title": "Clef vs pplx-decider", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-pplx-decider" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-pplx-decider-flash.json", "title": "Clef vs pplx-decider-flash", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-pplx-decider-flash" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-rightnow-system-zero.json", "title": "Clef vs RightNow System Zero", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-rightnow-system-zero" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-scaledown.json", "title": "Clef vs ScaleDown", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-scaledown" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-sprag-spev.json", "title": "Clef vs SPEV", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-sprag-spev" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-sqwish-kettei.json", "title": "Clef vs kettei", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-sqwish-kettei" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-strands-decider.json", "title": "Clef vs Strands Decider 2B", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-strands-decider" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-typesafe-jev.json", "title": "Clef vs Jev", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-typesafe-jev" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-vela.json", "title": "Clef vs Vela 2.0", "url": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-vela" }, { "json": "https://www.anchorterminal.com/compare/convai-laya-vs-gemini-decision-1.json", "title": "Laya vs Gemini Decision 1", "url": "https://www.anchorterminal.com/compare/convai-laya-vs-gemini-decision-1" }, { "json": "https://www.anchorterminal.com/compare/decider-vs-gemini-decision-1.json", "title": "Decider vs Gemini Decision 1", "url": "https://www.anchorterminal.com/compare/decider-vs-gemini-decision-1" }, { "json": "https://www.anchorterminal.com/compare/decision-3-vs-gemini-decision-1.json", "title": "Decision 3.0 vs Gemini Decision 1", "url": "https://www.anchorterminal.com/compare/decision-3-vs-gemini-decision-1" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-gliclass.json", "title": "Gemini Decision 1 vs GLiClass", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-gliclass" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-granite-switch.json", "title": "Gemini Decision 1 vs Granite Switch 4.1", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-granite-switch" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-jaredpalmer-kev.json", "title": "Gemini Decision 1 vs Kev", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-jaredpalmer-kev" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-liquid-d1.json", "title": "Gemini Decision 1 vs Liquid d1", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-liquid-d1" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-microsoft-decision-1.json", "title": "Gemini Decision 1 vs Microsoft-Decision-1", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-microsoft-decision-1" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-nace-drex.json", "title": "Gemini Decision 1 vs Drex 1.5", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-nace-drex" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-openai-decisions-api.json", "title": "Gemini Decision 1 vs OpenAI Decisions API", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-openai-decisions-api" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-pplx-decider.json", "title": "Gemini Decision 1 vs pplx-decider", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-pplx-decider" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-pplx-decider-flash.json", "title": "Gemini Decision 1 vs pplx-decider-flash", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-pplx-decider-flash" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-rightnow-system-zero.json", "title": "Gemini Decision 1 vs RightNow System Zero", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-rightnow-system-zero" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-scaledown.json", "title": "Gemini Decision 1 vs ScaleDown", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-scaledown" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-sprag-spev.json", "title": "Gemini Decision 1 vs SPEV", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-sprag-spev" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-sqwish-kettei.json", "title": "Gemini Decision 1 vs kettei", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-sqwish-kettei" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-strands-decider.json", "title": "Gemini Decision 1 vs Strands Decider 2B", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-strands-decider" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-typesafe-jev.json", "title": "Gemini Decision 1 vs Jev", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-typesafe-jev" }, { "json": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-vela.json", "title": "Gemini Decision 1 vs Vela 2.0", "url": "https://www.anchorterminal.com/compare/gemini-decision-1-vs-vela" } ], "panel": null, "scores": [ { "by": 28, "cloudflare-clef": 68, "edge": "cloudflare-clef", "gemini-decision-1": 40, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 2, "cloudflare-clef": 78, "edge": "gemini-decision-1", "gemini-decision-1": 80, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 10, "cloudflare-clef": 75, "edge": "gemini-decision-1", "gemini-decision-1": 85, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "by": 27, "cloudflare-clef": 72, "edge": "cloudflare-clef", "gemini-decision-1": 45, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "by": 0, "cloudflare-clef": 60, "edge": "", "gemini-decision-1": 60, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 20, "cloudflare-clef": 59, "edge": "gemini-decision-1", "gemini-decision-1": 79, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 17, "cloudflare-clef": 87, "edge": "cloudflare-clef", "gemini-decision-1": 70, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Clef scores 68.3 (B) on agent readiness against Gemini Decision 1's 63.2 (B), and leads in 3 of 7 scored categories. Gemini Decision 1 leads on agent ergonomics and maintenance \u0026 community. Both do decision models.", "tasks": null, "tutorials": [ { "title": "Flag an outage report with Cloudflare Clef", "tool": "cloudflare-clef", "url": "https://www.anchorterminal.com/tutorials/cloudflare-clef/" } ], "verdicts": { "cloudflare-clef": "Apache-2.0 weights for all three models, ungated on Hugging Face, and Clef-omni (9 October 2026) adds audio and video input. Hosted Clef-flash's context fell from 64K to 24K tokens on 9 October, announced in the changelog that day, and no SLA or stated notice period for model changes was found for Workers AI.", "gemini-decision-1": "Google's decision model scores up to 1,000 yes/no, choice and rubric questions per request over a 262,144-token multimodal input, at $0.10 per million input tokens, no output charge and a free tier. It is on a v1beta endpoint with no caching or batch discount, so repeated input is paid in full, and every speed and accuracy figure is Google's." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-gemini-decision-1", "json": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-gemini-decision-1.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-gemini-decision-1.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/cloudflare-clef-vs-gemini-decision-1.min.md" }, "markdown": "Clef scores 68.3 (B) on agent readiness against Gemini Decision 1's 63.2 (B), and leads in 3 of 7 scored categories. Gemini Decision 1 leads on agent ergonomics and maintenance \u0026 community. Both do decision models.\n\n- Clef: grade B, 68.3/100, rank #379 of 1524. Markdown https://www.anchorterminal.com/tools/cloudflare-clef.md · JSON https://www.anchorterminal.com/api/v1/tools/cloudflare-clef.json\n- Gemini Decision 1: grade B, 63.2/100, rank #630 of 1524. Markdown https://www.anchorterminal.com/tools/gemini-decision-1.md · JSON https://www.anchorterminal.com/api/v1/tools/gemini-decision-1.json\n- Best decision models for AI agents: https://www.anchorterminal.com/best/decision-models/index.md\n- All 241 decisions comparisons: https://www.anchorterminal.com/compare/decision-models/index.md\n\n## Which one, for what\n\n### Clef (B)\n\nGood for: Classification, routing and rubric scoring over text, JSON and images inside Cloudflare, with audio and video through Clef-omni, or self-hosted where data can't leave.\n\nAhead on:\n- Reliability, 68 against 40\n- Security \u0026 auth, 72 against 45\n- Transparency \u0026 trust, 87 against 70\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Free to start without a card\n\nWatch for: Hosted Clef-flash's context fell from 64K to 24K tokens on 9 October 2026, announced in the changelog the day it took effect\n\n### Gemini Decision 1 (B)\n\nGood for: Routing, tool selection, policy checks and rubric grading over mixed media, where many fixed questions share one input and generated text isn't needed.\n\nAhead on:\n- Agent ergonomics, 85 against 75\n- Maintenance \u0026 community, 79 against 59\n\nAlso in its favour:\n- No incidents deducted, where Clef loses 3 points for them\n\nWatch for: No context caching, Batch API, Flex or Priority: the guide says repeated input across requests counts in full\n\n\n## Why the edge\n\n### Reliability: Clef +28\n\n- Clef (68): Scored as a hosted model on Workers AI. www.cloudflarestatus.com is a Statuspage with Workers AI as its own component (20). Clef's public record runs from its release on 1 October 2026, 31 days before 1 November. The incidents feed read on 9 October for the Workers AI listing held 21 September to 8 October, none naming Workers AI. The feed read on 20 October for the Clairic listing held 5 to 19 October, with one Workers AI incident, minor, on 15 October, errors on five DeepSeek and GLM models, not Clef. The feed read on 1 November holds 50 incidents from 16 to 31 October. Workers AI is named only in \"Issues with AI Security for Apps\" on 27 October, intermittent failures in unsafe topic detection with impact none, which doesn't touch Clef. The 23 October network incident, labelled major, describes some traffic between Ashburn and Atlanta and some customers in North America, and the 27 October major affected customers whose traffic passes through an external vendor firewall, so both read as partial, as cloudflare-clairic and cloudflare-workers-ai read them. The history page, read on 1 November, shows nothing naming Workers AI from 29 October to 1 November. So Clef's whole life is read and nothing touched it. A record this short reads as 15 of 30 in this run, as cloudflare-clairic (13 days) and pplx-decider (31 days) read theirs, so the 10 October 8, which isn't a checklist value, is brought into line (15). The model page lists Clef under Text Generation, whose default limit is 300 requests a minute, though Clef isn't named on the limits page (13 of 15). The errors page gives 429 two internal codes, 3036 for a spent free allocation and 3040 for capacity, per the Workers AI listing's check. No `Retry-After` was found for a 3040. A call has no side effects, so a retry is safe (10 of 15). No SLA for Workers AI found (0). The Clef and Clef-flash model pages, re-read on 1 November, carry no beta label (10). 20 + 15 + 13 + 10 + 0 + 10 = 68.\n- Gemini Decision 1 (40): Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Status page at aistudio.google.com/status with no readable components or history (10 of 20) and no readable incident record (5 of 30). Rate-limit tiers and spend limits published for the platform, but the public rate-limit page, read on 11 November, has no row for Decision 1 and sends you to AI Studio (5 of 15). Backoff guidance for 429 and 503 and SDK retries (15). No SLA (0). The guide and the model page, read on 11 November, state no launch stage; the endpoint is v1beta and the model has one version, so half, as Gemini 4 Carbon was read (5 of 10). 10 + 5 + 5 + 15 + 0 + 5 = 40.\n\n### Security \u0026 auth: Clef +27\n\n- Clef (72): Read for a model API. Cloudflare API tokens scoped to Workers AI permissions on an account and revocable, per the Cloudflare MCP listing's check of 1 October. Permission is per account, not per model (27 of 30). The Workers AI data page (updated 16 October 2026, per the Clairic listing's 1 November check) says standard inference keeps no inputs or outputs after the response and Customer Content isn't used to train models, and the launch post says Cloudflare doesn't read, store or train on Clef requests or responses outside the fine-tuning service (18 of 20). Clef is pitched at support triage and threat intelligence, both untrusted input, and we found no guidance on adversarial or injected content in the model page, the launch post or the model card. Self-hosting runs custom code from the model repository (3 of 15). The launch post's fine-tuning flow captures datasets through AI Gateway, and gateway logs record each request when one is used. Account audit logs record token changes per the Cloudflare MCP check (6 of 15). security.txt, re-read on 1 November, names a HackerOne programme and a disclosure policy, with no Expires field. Cloudflare's ISO certifications page, read on 1 November, says Cloudflare is certified to ISO 27001 (since 2019, now to its 2022 edition), ISO 27018 and ISO 27701, with a scope of the Cloudflare global cloud platform. 2 held back for the missing Expires field, as cloudflare-clairic, cloudflare-r2, cloudflare-workers-ai and cloudflare-ai-gateway read the same evidence (18 of 20, 15 before, when certifications went unread). Clef-omni widens user-supplied input to audio and video, and Cloudflare publishes no guidance on hostile media. 27 + 18 + 3 + 6 + 18 = 72.\n- Gemini Decision 1 (45): Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Keys bound to a service account and restricted to the Gemini API, with no scopes and a token accepted in the URL (15 of 30, the platform's deduction). The pricing page, read on 11 November, says free-tier content is used to improve Google's products and paid-tier content isn't (10 of 20, the platform's reading). Abuse retention with no number (5 of 15). Request logs for billed projects are described for Generate Content; the Decisions guide says nothing on logging (10 of 15). security.txt and a reward programme, no certification naming the API (5 of 20). 15 + 10 + 5 + 10 + 5 = 45.\n\n### Maintenance \u0026 community: Gemini Decision 1 +20\n\n- Clef (59): Read for a model. Clef and Clef-flash released on 1 October 2026 and Clef-omni on 9 October, the last hosted change, 23 days before this check (30). We found no stated minimum notice for Workers AI model changes. On 9 October Clef-flash's hosted context fell from 64k to 24k on an unversioned model ID, announced in the changelog the day it took effect. That is model churn (2 of 8). The changelog's notice of 8 May aliased Kimi K2.5 to the pricier K2.6 on 30 May, 22 days later, the reading cloudflare-clairic gives the same record (4 of 12). Cloudflare's product changelog has dated Clef entries on 1 and 9 October with an RSS feed, and Cloudflare's community and support channels weren't checked (9 of 15, 6 before, as Clairic). No Clef SDK. Clef is called through Workers AI's REST API and binding, and Cloudflare's SDKs are current, TypeScript 7.3.0 and Python 5.9.0 tagged 2 October 2026, still the newest on 1 November per the Workers AI listing's check (10 of 15, 8 before, when they weren't checked, as Clairic). The Hugging Face repositories, re-read on 1 November, were last changed on 30 October (benchmark results added to the cards) and carry custom code that local runs depend on. An SGLang launch command was added to the cards on 9 October. We found no Clef support in a vLLM release (4 of 10). 30 + 2 + 4 + 9 + 10 + 4 = 59.\n- Gemini Decision 1 (79): Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Released on 11 November 2026, the day of this check (30). Deprecations with earliest dates and no stated minimum notice (4 of 12). Shutdowns in the last 90 days kept to their table (4 of 8). Dated changelogs: google-genai 3.2.0's entry adds the Decisions API; the platform changelog wasn't re-read today (11 of 15). SDK replies not sampled (5 of 10). google-genai 3.2.0 tagged the same day with `client.decisions.create`; the JavaScript SDK is per Google's post (15). Runtimes stated on the platform (10). 30 + 4 + 4 + 11 + 5 + 15 + 10 = 79. The model is hours old, so these lines are the platform's habits more than this model's record.\n\n### Transparency \u0026 trust: Clef +17\n\n- Clef (87): Weights and scoring code under Apache-2.0, following the Qwen base models. Training code and data aren't published (27 of 30). The Workers AI data page and the launch post agree, no training without consent and nothing kept unless you store it. Cloudflare's privacy policy and DPA exist, per the Cloudflare MCP check (26 of 30). The Workers AI changelog posts dated notices, such as the 8 May notice for Kimi K2.5, but we found no deprecation policy (10 of 20). Cloudflare's subprocessor page names 12 third parties and 16 group companies with locations, per the Cloudflare MCP check of 1 October. Where Clef inference runs isn't stated (14 of 20). Clef-omni is Apache-2.0 on its Hugging Face card, and we didn't check whether it publishes training code or data. The churn point sits under maintenance, so the deprecation item stays at 10 of 20. Hugging Face still shows all three models under apache-2.0 on 1 November. 27 + 26 + 10 + 14 = 77.\n- Gemini Decision 1 (70): Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Closed service with clear terms, SDKs Apache-2.0 (15). The pricing page states that free-tier content is used to improve products and paid-tier content isn't; abuse retention has no number (15 of 30). Deprecations table; the model page names no deprecation for this model (15 of 20). Data may be cached anywhere Google has facilities; no subprocessor list checked (5 of 20). Every benchmark, latency and cost comparison is Google's own, and the post gives charts without scores in its text. 15 + 15 + 15 + 5 = 50.\n\n### Agent ergonomics: Gemini Decision 1 +10\n\n- Clef (75): Read as an API an agent calls for a decision, as with Jev, since Clef doesn't call tools or generate text. Answers are a probability per allowed option, so output stays small and the cost is the state, within 65,536 tokens. No batch or caching found for Clef (18 of 25). The caller fixes the output shape, with up to 64 questions and up to 4 images a call (18 of 20). Workers AI errors carry internal codes and messages, and a 429 tells a spent free allocation from a capacity limit. Nothing Clef-specific, such as which question failed validation, is documented (14 of 20). Calls are stateless and safe to retry, but there's no retry guidance beyond 'please try again' (15 of 20). Callable over REST and from a Worker through the `AI` binding. There's no Clef SDK, the body repeats the model name the URL already carries, and we found no documented way to point TypeSafe's SDKs, which post to `/v1/systemone`, at Clef (10 of 15). Clef-omni adds audio and video with documented token costs, but media must be base64-embedded, and long text state is truncated without a documented signal. Net unchanged. 18 + 18 + 14 + 15 + 10 = 75.\n- Gemini Decision 1 (85): Read on the tool lines, as the other decision-model listings are. Model reading for gemini-decision-1 on the Gemini API's Decisions endpoint. Platform facts are the Gemini API listing's (gemini-api, re-read 1 November), carried over as RULES.md allows for a model on an already graded platform. Answers are probabilities only, and the shared input is billed once across up to 1,000 questions (25 of 25). Limits are written down: 262,144 tokens shared by the input and all questions, 1,000 questions, 2 to 255 options, inline data to 100 MB (50 MB for PDFs), 15 MB per external URL (20 of 20). Errors return HTTP 400 with a named code an agent can branch on, plus the platform's backoff advice (15 of 20). SDK retries and backoff guidance, no idempotency key; nothing is written, so a repeat only costs input again (10 of 20). Three required fields, SDK 3.2 or later in Python and JavaScript, and REST (15 of 15). 25 + 20 + 15 + 10 + 15 = 85.\n\n## Score by category\n\n| Category | Weight | Clef | Gemini Decision 1 | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 68 | 40 | Clef +28 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 78 | 80 | Gemini Decision 1 +2 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 85 | Gemini Decision 1 +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 72 | 45 | Clef +27 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 60 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 59 | 79 | Gemini Decision 1 +20 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 87 | 70 | Clef +17 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **68.3 · B** | **63.2 · B** | |\n\n## Facts side by side\n\n| Fact | Clef | Gemini Decision 1 |\n| --- | --- | --- |\n| Kind | Model API | Model API |\n| Vendor | Cloudflare | Google |\n| Hosted endpoint | `https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clef` | no (local only) |\n| Transports | HTTP | HTTP |\n| Auth | API key | API key |\n| Pricing | Freemium | Pay per use |\n| Price for decision models | not published | free |\n| x402 | no | no |\n| Licence | Apache-2.0 (weights and scoring code, following the Qwen base models). Training code and data aren't published | Closed model, used through the Gemini API's Decisions endpoint under Google's terms. The google-genai SDK that calls it is Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-09 | 2026-11-11 |\n| Terms last updated | 2025-09-12 | 2026-04-28 |\n| Privacy policy last updated | no date given | 2026-10-01 |\n| Customer content may train models | not found in the text | yes |\n| Terms restrict automated access | yes | yes |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | yes | not found in the text |\n| Agent reviews | 3/5 (2) | none |\n\n## How the scores have moved\n\n### Clef\n\n- +2.5 on 13 November 2026: checklist\n- -0.2 on 1 November 2026: new evidence, correction, negative event\n- +0.1 on 28 October 2026: checklist\n\n### Gemini Decision 1\n\n- +2.5 on 13 November 2026 (C to B): checklist\n\n## Verdicts\n\n**Clef.** Apache-2.0 weights for all three models, ungated on Hugging Face, and Clef-omni (9 October 2026) adds audio and video input. Hosted Clef-flash's context fell from 64K to 24K tokens on 9 October, announced in the changelog that day, and no SLA or stated notice period for model changes was found for Workers AI.\n\n**Gemini Decision 1.** Google's decision model scores up to 1,000 yes/no, choice and rubric questions per request over a 262,144-token multimodal input, at $0.10 per million input tokens, no output charge and a free tier. It is on a v1beta endpoint with no caching or batch discount, so repeated input is paid in full, and every speed and accuracy figure is Google's.\n\n## Before you call either\n\n### Clef\n\n1. Send `model` in the body as `clef`, `clef-flash` or `clef-omni`, matching the model in the URL. The input schema requires it\n2. Ask every independent question about one state in one call. Up to 64 are allowed\n3. Try `clef-flash` first for text-only triage under 24k tokens. It costs $0.038 per million input tokens against $0.24 for Clef\n4. Send Clef-omni audio and video as base64 data URIs in `audio` and `videos`. Remote URLs are not accepted\n5. Media and questions count towards the context window. If they exceed it, the request fails. Otherwise text state is truncated to fit\n6. Read the internal code on a 429. 3036 means the day's 10,000 free neurons are spent, 3040 means capacity, so retry later\n7. Treat an answer about user-supplied text, images, audio or video as a judgement that hostile input can steer. Cloudflare publishes no guidance on it\n\n### Gemini Decision 1\n\n1. Call POST /v1beta/decisions or `client.decisions.create` (SDK 3.2 or later), not generateContent or the Interactions API\n2. Put every question about the same input in one request: there's no caching, and repeated input is billed in full\n3. Pass media inline (100 MB, 50 MB for PDFs), as a Files API URI or as an HTTPS URL up to 15 MB; YouTube and gs:// links are refused\n4. Branch on the HTTP 400 error code (safety, prohibited_content, blocklist, image_safety, content_blocked) before retrying\n5. Keep question keys to [A-Za-z0-9_-] and 64 characters, and options or levels between 2 and 255\n\n## Tutorials\n\n- [Flag an outage report with Cloudflare Clef](https://www.anchorterminal.com/tutorials/cloudflare-clef/), for Clef\n\n## Questions\n\n### Which is better for AI agents, Clef or Gemini Decision 1?\n\nClef scores 68.3 (B) on agent readiness against Gemini Decision 1's 63.2 (B), and leads in 3 of 7 scored categories. Gemini Decision 1 leads on agent ergonomics and maintenance \u0026 community.\n\n### Do Clef and Gemini Decision 1 need an API key?\n\nBoth need an API key.\n\n### Can an agent call Clef and Gemini Decision 1 without installing anything?\n\nClef has a hosted endpoint at https://api.cloudflare.com/client/v4/accounts/{account_id}/ai/run/@cf/cloudflare/clef. No hosted endpoint is listed for Gemini Decision 1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/cloudflare-clef-vs-gemini-decision-1.json, and with the fewest tokens: https://www.anchorterminal.com/compare/cloudflare-clef-vs-gemini-decision-1.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"cloudflare-clef\", \"b\": \"gemini-decision-1\"}`. From a terminal: `anchor compare cloudflare-clef gemini-decision-1`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/cloudflare-clef.json and https://www.anchorterminal.com/api/v1/tools/gemini-decision-1.json\n\n## Other comparisons with Clef or Gemini Decision 1\n\n- [Celeris-1 Decision vs Clef](https://www.anchorterminal.com/compare/celeris-1-decision-vs-cloudflare-clef.md)\n- [Celeris-1 Decision vs Gemini Decision 1](https://www.anchorterminal.com/compare/celeris-1-decision-vs-gemini-decision-1.md)\n- [Clef vs Laya](https://www.anchorterminal.com/compare/cloudflare-clef-vs-convai-laya.md)\n- [Clef vs Decider](https://www.anchorterminal.com/compare/cloudflare-clef-vs-decider.md)\n- [Clef vs Decision 3.0](https://www.anchorterminal.com/compare/cloudflare-clef-vs-decision-3.md)\n- [Clef vs GLiClass](https://www.anchorterminal.com/compare/cloudflare-clef-vs-gliclass.md)\n- [Clef vs Granite Switch 4.1](https://www.anchorterminal.com/compare/cloudflare-clef-vs-granite-switch.md)\n- [Clef vs Kev](https://www.anchorterminal.com/compare/cloudflare-clef-vs-jaredpalmer-kev.md)\n- [Clef vs Liquid d1](https://www.anchorterminal.com/compare/cloudflare-clef-vs-liquid-d1.md)\n- [Clef vs Microsoft-Decision-1](https://www.anchorterminal.com/compare/cloudflare-clef-vs-microsoft-decision-1.md)\n- [Clef vs Drex 1.5](https://www.anchorterminal.com/compare/cloudflare-clef-vs-nace-drex.md)\n- [Clef vs OpenAI Decisions API](https://www.anchorterminal.com/compare/cloudflare-clef-vs-openai-decisions-api.md)\n- [Clef vs pplx-decider](https://www.anchorterminal.com/compare/cloudflare-clef-vs-pplx-decider.md)\n- [Clef vs pplx-decider-flash](https://www.anchorterminal.com/compare/cloudflare-clef-vs-pplx-decider-flash.md)\n- [Clef vs RightNow System Zero](https://www.anchorterminal.com/compare/cloudflare-clef-vs-rightnow-system-zero.md)\n- [Clef vs ScaleDown](https://www.anchorterminal.com/compare/cloudflare-clef-vs-scaledown.md)\n- [Clef vs SPEV](https://www.anchorterminal.com/compare/cloudflare-clef-vs-sprag-spev.md)\n- [Clef vs kettei](https://www.anchorterminal.com/compare/cloudflare-clef-vs-sqwish-kettei.md)\n- [Clef vs Strands Decider 2B](https://www.anchorterminal.com/compare/cloudflare-clef-vs-strands-decider.md)\n- [Clef vs Jev](https://www.anchorterminal.com/compare/cloudflare-clef-vs-typesafe-jev.md)\n- [Clef vs Vela 2.0](https://www.anchorterminal.com/compare/cloudflare-clef-vs-vela.md)\n- [Laya vs Gemini Decision 1](https://www.anchorterminal.com/compare/convai-laya-vs-gemini-decision-1.md)\n- [Decider vs Gemini Decision 1](https://www.anchorterminal.com/compare/decider-vs-gemini-decision-1.md)\n- [Decision 3.0 vs Gemini Decision 1](https://www.anchorterminal.com/compare/decision-3-vs-gemini-decision-1.md)\n- [Gemini Decision 1 vs GLiClass](https://www.anchorterminal.com/compare/gemini-decision-1-vs-gliclass.md)\n- 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Zero](https://www.anchorterminal.com/compare/gemini-decision-1-vs-rightnow-system-zero.md)\n- [Gemini Decision 1 vs ScaleDown](https://www.anchorterminal.com/compare/gemini-decision-1-vs-scaledown.md)\n- [Gemini Decision 1 vs SPEV](https://www.anchorterminal.com/compare/gemini-decision-1-vs-sprag-spev.md)\n- [Gemini Decision 1 vs kettei](https://www.anchorterminal.com/compare/gemini-decision-1-vs-sqwish-kettei.md)\n- [Gemini Decision 1 vs Strands Decider 2B](https://www.anchorterminal.com/compare/gemini-decision-1-vs-strands-decider.md)\n- [Gemini Decision 1 vs Jev](https://www.anchorterminal.com/compare/gemini-decision-1-vs-typesafe-jev.md)\n- [Gemini Decision 1 vs Vela 2.0](https://www.anchorterminal.com/compare/gemini-decision-1-vs-vela.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from 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