{ "data": { "a": { "slug": "bria", "name": "Bria API", "vendor": "Bria AI", "vendorUrl": "https://bria.ai", "kind": "model", "category": "image-generation", "summary": "Bria's API generates and edits images with its FIBO models, trained on licensed data. It runs as an asynchronous REST API with Python and TypeScript SDKs and an MCP server.", "url": "https://www.anchorterminal.com/tools/bria", "markdownUrl": "https://www.anchorterminal.com/tools/bria.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/bria.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/bria.json", "repo": "https://github.com/Bria-AI/bria-client", "transports": [ "http", "streamable-http", "stdio" ], "remoteUrl": "https://engine.prod.bria-api.com/v2", "packages": [ { "registry": "pypi", "name": "bria-client" }, { "registry": "npm", "name": "@bria-ai/client" }, { "registry": "pypi", "name": "bria-mcp" } ], "auth": "mixed", "authNotes": "Self-serve organisation API key from the Bria Console, sent in the `api_token` header. An organisation can hold several named keys and revoke each one. No scopes. The hosted MCP server also accepts an OAuth 2.1 bearer token (PKCE, dynamic client registration, device flow) tied to a Bria account. The streaming WebSocket takes `api_token` or `oauth` as a query parameter (https://docs.bria.ai/getting-started/authentication.md).", "pricing": "freemium", "pricingNotes": "Free plan with 100 calls, no card, at 10 requests a minute. Pay-as-you-go is billed per image, call or second of video, from $0.018 (background removal) to $0.03 (FIBO generation, FIBO Edit) an image, at 60 requests a minute. Enterprise is priced by sales and adds unlimited IP indemnification, SSO, audit logs and self-hosting (https://bria.ai/pricing).", "priceSummary": "$0.02 / call", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the API docs, the OpenAPI files or the pricing page (checked 2026-10-08).", "endpoints": [] }, "toolCount": 18, "popularity": { "githubStars": null, "npmWeekly": 341, "pypiWeekly": 3909, "asOf": "2026-10-08" }, "docsUrl": "https://docs.bria.ai/", "llmsTxt": "https://docs.bria.ai/llms.txt", "openapi": "https://docs.bria.ai/_bundle/image-generation.yaml", "capabilities": [ "image.generate", "image.edit", "image.upscale", "image.reference" ], "tags": [ "hosted", "closed-source", "mcp", "oauth", "openapi", "llms-txt", "python", "typescript", "async-jobs", "webhooks", "open-weights", "c2pa", "watermark", "commercial-licence", "status-page" ], "lastRelease": "2026-10-04", "graded": true, "anchor": { "graded": true, "score": 63.7, "grade": "B", "agentReady": false, "rank": 298, "ranked": true, "rankOf": 722, "categoryRank": 4, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 76, "maintenance": 69, "payments": 40, "reliability": 83, "schema": 84, "security": 33, "transparency": 49 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": 0, "verdict": "Per-image prices, 100 free calls without a card, OpenAPI files and Markdown docs make a first call quick, and the terms warrant that customer content is not used for training. Keys are organisation-wide with no scopes, and the API has no changelog or deprecation policy.", "bestFor": "Teams that need image generation and editing with a stated training-data licence, C2PA marking and an indemnity (capped on Pay-as-you-go, unlimited on Enterprise), and product-shot or background work at volume.", "strengths": [ "Per-image prices are public, from $0.018 for background removal to $0.03 for FIBO generation and FIBO Edit", "The free plan gives 100 calls on every endpoint with no card, at 10 requests a minute", "Each API has a downloadable OpenAPI 3.0 file, and every docs page is served as Markdown with an `llms.txt` index", "The Online Terms and Conditions warrant that customer content is not used to train generative models without written consent", "A returned `seed` and `structured_prompt` reproduce an image when sent back, per the docs" ], "weaknesses": [ "API keys are organisation-wide with no scopes, and no spend cap was found in the reviewed documentation", "No API changelog or deprecation policy was found, and the OpenAPI files carry an empty version", "The streaming background removal WebSocket takes `api_token` as a URL query parameter", "No `security.txt`, disclosure policy or bug bounty was found. ISO 27001 and SOC 2 are stated on the site with no report or trust centre linked", "All 18 tools in `bria-mcp` are marked read-only and idempotent although each call is billed" ], "agentNotes": [ "Send the key in the `api_token` header, not as `Authorization: Bearer`. Only `/v2/image/verify` and `/v2/video/verify` work without it", "Expect `202` with `request_id` and `status_url` from v2 endpoints. Poll `GET /v2/status/{request_id}` every 1 to 2 seconds, or pass `sync: true`", "Status polls count towards the per-endpoint limit (10 a minute on Free, 60 on Pay-as-you-go), so prefer `webhook_url` for batches", "Download results promptly. Image URLs expire after 3 days by default, and legacy `/v1/product/*` results after 1 hour", "Do not resend a failed `POST` blindly. There is no idempotency key, and the SDKs retry status polls only" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 63.7 } ], "editorialScores": { "ergonomics": 76, "maintenance": 69, "payments": 40, "reliability": 83, "schema": 84, "security": 33, "transparency": 42 }, "provenanceScore": 56 }, "connect": { "install": "pip install bria-client", "http": "curl -X POST https://engine.prod.bria-api.com/v2/image/generate \\\n -H \"api_token: $BRIA_API_TOKEN\" \\\n -H \"Content-Type: application/json\" \\\n -d '{\"prompt\": \"a serene mountain landscape at dawn\", \"aspect_ratio\": \"1:1\"}'", "claudeCode": "claude mcp add --transport http bria https://mcp.prod.bria-api.com/mcp \\\n --header \"api_token: $BRIA_API_TOKEN\"", "config": { "mcpServers": { "bria": { "headers": { "api_token": "\u003cyour-bria-api-token\u003e" }, "url": "https://mcp.prod.bria-api.com/mcp" } } } }, "letme": { "capability": "https://letme.dev/image.generate", "tool": "https://letme.dev/bria" }, "area": "content", "unitPrices": [ { "item": "FIBO generation", "unit": "image", "usd": 0.03, "note": "`/v2/image/generate`" }, { "item": "FIBO Lite generation", "unit": "image", "usd": 0.02 }, { "item": "FIBO Edit", "unit": "image", "usd": 0.03, "note": "instruction editing" }, { "item": "Background removal", "unit": "image", "usd": 0.018 }, { "item": "Increase resolution", "unit": "image", "usd": 0.02 }, { "item": "Structured prompt", "unit": "call", "usd": 0.02 }, { "item": "Video background removal", "unit": "video-second", "usd": 0.0225, "note": "pricing page figure. bria.ai/llms.txt says $0.01" } ], "provenance": { "legalEntity": "Bria Artificial Intelligence Ltd.", "domain": "bria.ai", "domainRegistered": "2020-04-03", "endpointOnVendorDomain": false, "terms": "https://drive.google.com/file/d/1MZaT6xUb5aj9irslyFHSWKMV9epMMXSl/view", "privacy": "https://bria.ai/privacy-policy", "statusPage": "https://status.bria.ai", "changelog": "", "securityTxt": "none", "checked": "2026-10-08", "notes": [ "The API answers at engine.prod.bria-api.com and the hosted MCP server at mcp.prod.bria-api.com, a different domain from bria.ai. Bria's own docs name both hosts.", "The terms link is the Bria Online AI General Terms and Conditions (March 2025, V1.1), a PDF on Google Drive linked from https://bria.ai/terms-of-use. It defines Online Services to include the APIs and an Order to include confirming a subscription plan on Bria's website. We could not see which terms the console shows at sign-up.", "https://bria.ai/terms-of-use is a website terms page that grants personal, non-commercial access and is not used as the terms link.", "The privacy policy names Bria Artificial Intelligence Ltd. and covers the 'Bria API' service. It carries no effective date.", "The terms give 126 Yigal Alon Street, Tel Aviv, for notices and 1412 Broadway, New York, in the page header.", "bria.ai/.well-known/security.txt, docs.bria.ai/.well-known/security.txt and engine.prod.bria-api.com/.well-known/security.txt return 404. platform.bria.ai returns the console's HTML page at that path.", "RDAP for bria.ai gives a registration date of 2020-04-03.", "status.bria.ai is an Atlassian Statuspage. No API changelog was found in the docs sitemap. The SDK repository has a `CHANGELOG.md` for each language." ], "score": 56 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/bria.json", "live": { "slug": "bria", "probe": { "target": "https://engine.prod.bria-api.com/v2", "method": "get", "lastAt": "2026-10-09T01:12:42.407997593Z", "lastOk": true, "lastStatus": 404, "lastMs": 302, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 267, "p95ms24h": 307, "samples24h": 63, "samples30d": 63, "days": [ { "date": "2026-10-08", "probes": 50, "ok": 50 }, { "date": "2026-10-09", "probes": 13, "ok": 13 } ] }, "vendorStatus": { "page": "https://status.bria.ai", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-09T01:07:20.349285824Z" }, "updatedAt": "2026-10-09T01:12:42.407997593Z" } }, "answer": "Bria API scores 63.7 (B) on agent readiness against Replicate image models's 50.2 (D), and leads in 5 of 7 scored categories. Replicate image models leads on transparency \u0026 trust.", "b": { "slug": "replicate-image", "name": "Replicate image models", "vendor": "Replicate (Cloudflare)", "vendorUrl": "https://replicate.com", "kind": "platform", "category": "image-generation", "summary": "Model platform running official and community image models through one predictions API.", "url": "https://www.anchorterminal.com/tools/replicate-image", "markdownUrl": "https://www.anchorterminal.com/tools/replicate-image.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/replicate-image.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/replicate-image.json", "repo": "https://github.com/replicate/replicate-python", "license": "Apache-2.0", "transports": [ "http", "sse", "stdio" ], "remoteUrl": "https://api.replicate.com/v1", "packages": [ { "registry": "npm", "name": "replicate" }, { "registry": "pypi", "name": "replicate" }, { "registry": "npm", "name": "replicate-mcp" } ], "auth": "api-key", "authNotes": "Bearer API token. The hosted MCP at https://mcp.replicate.com/sse asks for the token in a browser flow and holds it for the client.", "pricing": "usage", "pricingNotes": "Pay as you go from prepaid credit or billed monthly in arrears. Official image models charge per output image. FLUX.1 schnell $3 per 1,000, FLUX.1 dev $0.025, FLUX 1.1 pro $0.04, Imagen 4, Seedream 4.5 and Recraft V3 $0.04, Ideogram v3 Quality $0.09, Nano Banana 2 $0.067 and Nano Banana Pro $0.15 at base resolution. Community models are billed per second of GPU time (https://replicate.com/pricing).", "priceSummary": "Pay per use", "where": "both", "x402": { "level": "no", "evidence": "No x402 in the docs index or pricing page (checked 2026-09-30).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 917, "npmWeekly": 634116, "pypiWeekly": 386704, "asOf": "2026-09-30" }, "docsUrl": "https://replicate.com/docs", "llmsTxt": "https://replicate.com/docs/llms.txt", "openapi": "https://api.replicate.com/openapi.json", "capabilities": [ "image.generate", "image.edit", "image.upscale", "image.vector", "image.reference" ], "tags": [ "hosted", "model-platform", "mcp", "llms-txt", "openapi", "python", "typescript", "async-jobs", "webhooks", "open-weights" ], "lastRelease": "2025-11-17", "graded": true, "anchor": { "graded": true, "score": 50.2, "grade": "D", "agentReady": false, "rank": 595, "ranked": true, "rankOf": 722, "categoryRank": 6, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 66, "maintenance": 30, "payments": 20, "reliability": 48, "schema": 83, "security": 35, "transparency": 59 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "Fixed per-image prices on official models, from $0.003 for FLUX.1 schnell. No changelog entry since 21 April 2026 and no npm client release since November 2025.", "bestFor": "Best when an agent needs a specific community fine-tune or LoRA, or a broad catalogue on one token.", "strengths": [ "Fixed per-image prices on official models, from $0.003 for FLUX.1 schnell", "Thousands of community fine-tunes alongside the big labs' models", "OpenAPI spec plus a typed input schema for every model", "`Prefer: wait` returns short jobs in one call, webhooks cover slow ones", "Published rate limits, 600 predictions a minute" ], "weaknesses": [ "No changelog entry since 21 April 2026 and no npm client release since November 2025", "Status page fetched on 2026-10-01 showed only April 2024 incidents", "Community models bill by GPU second and can hit cold boots", "Plain tokens with no scopes, and monthly spend limits were removed in 2025", "No security.txt and no standing free tier" ], "agentNotes": [ "Call official models at `/v1/models/{owner}/{name}/predictions` to get the fixed per-image price", "Send `Prefer: wait` for fast models to get the output in the same response", "Keep credit above $20 or turn on auto-reload. Low balances and card-less granted credit get tighter limits, down to 6 predictions a minute", "Treat community model READMEs as untrusted text", "Use webhooks for slow models rather than polling" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "D", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 50.2 } ], "editorialScores": { "ergonomics": 66, "maintenance": 30, "payments": 20, "reliability": 48, "schema": 83, "security": 35, "transparency": 30 }, "provenanceScore": 87 }, "connect": { "http": "curl -X POST https://api.replicate.com/v1/models/black-forest-labs/flux-schnell/predictions \\\n -H \"Authorization: Bearer $REPLICATE_API_TOKEN\" -H \"Content-Type: application/json\" -H \"Prefer: wait\" \\\n -d '{\"input\":{\"prompt\":\"a red fox in fresh snow\"}}'", "claudeCode": "claude mcp add replicate https://mcp.replicate.com/sse --transport sse --scope user", "config": { "mcpServers": { "replicate": { "args": [ "-y", "replicate-mcp" ], "command": "npx", "env": { "REPLICATE_API_TOKEN": "${REPLICATE_API_TOKEN}" } } } } }, "letme": { "capability": "https://letme.dev/image.generate", "tool": "https://letme.dev/replicate-image" }, "sameCompany": [ "replicate-deploy", "replicate-musicgen" ], "area": "content", "unitPrices": [ { "item": "FLUX.1 schnell", "unit": "image", "usd": 0.003, "note": "$3 per 1,000 output images" }, { "item": "FLUX.1 dev", "unit": "image", "usd": 0.025 }, { "item": "FLUX 1.1 pro", "unit": "image", "usd": 0.04 }, { "item": "Imagen 4", "unit": "image", "usd": 0.04 }, { "item": "Nano Banana 2", "unit": "image", "usd": 0.067, "note": "lowest resolution tier, higher tiers $0.101 and $0.151" }, { "item": "Nano Banana Pro", "unit": "image", "usd": 0.15, "note": "$0.30 at 4K" }, { "item": "Ideogram v3 Quality", "unit": "image", "usd": 0.09 } ], "provenance": { "legalEntity": "Replicate, LLC", "domain": "replicate.com", "domainRegistered": "1998-05-26", "domainNote": "replicate.com was registered in 1998, long before Replicate the company existed.", "endpointOnVendorDomain": true, "terms": "https://replicate.com/terms", "privacy": "https://replicate.com/privacy", "statusPage": "https://replicatestatus.com", "changelog": "https://replicate.com/changelog", "securityTxt": "none", "checked": "2026-09-30", "notes": [ "replicatestatus.com redirects to Cloudflare's status page filtered to Replicate", "Terms last updated 2026-04-01 name Replicate, LLC as the contracting party" ], "score": 87 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/replicate-image.json", "live": { "slug": "replicate-image", "probe": { "target": "https://api.replicate.com/v1", "method": "get", "lastAt": "2026-10-09T01:12:55.547154518Z", "lastOk": true, "lastStatus": 401, "lastMs": 263, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 162, "p95ms24h": 297, "samples24h": 267, "samples30d": 2199, "days": [ { "date": "2026-09-30", "probes": 35, "ok": 35 }, { "date": "2026-10-01", "probes": 276, "ok": 276 }, { "date": "2026-10-02", "probes": 248, "ok": 248 }, { "date": "2026-10-03", "probes": 271, "ok": 271 }, { "date": "2026-10-04", "probes": 272, "ok": 272 }, { "date": "2026-10-05", "probes": 272, "ok": 272 }, { "date": "2026-10-06", "probes": 272, "ok": 272 }, { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 13, "ok": 13 } ] }, "vendorStatus": { "page": "https://replicatestatus.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-08T19:39:07.030215291Z" }, "versions": [ { "registry": "github", "name": "replicate/replicate-python", "version": "1.0.7", "released": "2025-05-27", "seenAt": "2026-10-08T16:27:13.57448193Z" }, { "registry": "npm", "name": "replicate", "version": "1.4.0", "seenAt": "2026-10-08T16:27:11.531611536Z" }, { "registry": "npm", "name": "replicate-mcp", "version": "0.9.0", "seenAt": "2026-10-08T16:27:11.737849329Z" }, { "registry": "pypi", "name": "replicate", "version": "1.0.7", "released": "2025-05-27", "seenAt": "2026-10-08T16:27:11.605879499Z" } ], "githubStars": 917, "npmWeekly": 704939, "pypiWeekly": 356876, "securityTxt": { "url": "https://replicate.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-08T15:39:00.17768337Z" }, "llmsTxt": { "url": "https://replicate.com/docs/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-08T14:00:50.162008366Z" }, "domain": { "domain": "replicate.com", "registered": "1998-05-26", "source": "https://rdap.verisign.com/com/v1/domain/replicate.com", "checkedAt": "2026-10-04T13:07:04.742407865Z" }, "pages": [ { "url": "https://replicate.com/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-01T13:15:09.837352617Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "490f4836aca3" }, { "url": "https://replicate.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-01T13:15:12.51478587Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "3f1305f154be" }, { "url": "https://replicate.com/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-01T13:15:14.679425963Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "8e299fbc64eb" }, { "url": "https://replicate.com/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-01T13:15:16.203785623Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "ea48efe3382b" } ], "updatedAt": "2026-10-09T01:12:55.547154518Z" } }, "facts": [ { "a": "Model API", "b": "Model platform", "name": "Kind" }, { "a": "Bria AI", "b": "Replicate (Cloudflare)", "name": "Vendor" }, { "a": "https://engine.prod.bria-api.com/v2", "b": "https://api.replicate.com/v1", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP, stdio", "b": "HTTP, SSE (legacy), stdio", "name": "Transports" }, { "a": "OAuth or key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Pay per use", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "none", "b": "Apache-2.0", "name": "Licence" }, { "a": "18", "b": "none", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-04", "b": "2025-11-17", "name": "Last release" }, { "a": "couldn't be read", "b": "2026-04-01", "name": "Terms last updated" }, { "a": "no date given", "b": "2026-04-01", "name": "Privacy policy last updated" }, { "a": "couldn't be read", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "couldn't be read", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "couldn't be read", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "couldn't be read", "b": "yes", "name": "Terms or service can change without notice" }, { "a": "couldn't be read", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "341 npm/wk, 3.9k PyPI/wk", "b": "917 stars, 634k npm/wk, 387k PyPI/wk", "name": "Popularity" }, { "a": "none", "b": "3/5 (2)", "name": "Agent reviews" } ], "faq": [ { "answer": "Bria API scores 63.7 (B) on agent readiness against Replicate image models's 50.2 (D), and leads in 5 of 7 scored categories. Replicate image models leads on transparency \u0026 trust.", "question": "Which is better for AI agents, Bria API or Replicate image models?" }, { "answer": "Yes. Bria API has a hosted endpoint at https://engine.prod.bria-api.com/v2 and Replicate image models at https://api.replicate.com/v1.", "question": "Can an agent call Bria API and Replicate image models without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 83 against 48", "Agent ergonomics, 76 against 66", "Payments \u0026 pricing, 40 against 20", "Maintenance \u0026 community, 69 against 30" ], "also": null, "goodFor": "Teams that need image generation and editing with a stated training-data licence, C2PA marking and an indemnity (capped on Pay-as-you-go, unlimited on Enterprise), and product-shot or background work at volume.", "slug": "bria", "watchFor": "API keys are organisation-wide with no scopes, and no spend cap was found in the reviewed documentation" }, { "aheadOn": [ "Transparency \u0026 trust, 59 against 49" ], "also": null, "goodFor": "Best when an agent needs a specific community fine-tune or LoRA, or a broad catalogue on one token.", "slug": "replicate-image", "watchFor": "No changelog entry since 21 April 2026 and no npm client release since November 2025" } ], "job": { "capability": "image.generate", "name": "Image generate" }, "others": [ { "json": "https://www.anchorterminal.com/compare/adobe-firefly-vs-bria.json", "title": "Adobe Firefly API vs Bria API", "url": "https://www.anchorterminal.com/compare/adobe-firefly-vs-bria" }, { "json": "https://www.anchorterminal.com/compare/adobe-firefly-vs-replicate-image.json", "title": "Adobe Firefly API vs Replicate image models", "url": "https://www.anchorterminal.com/compare/adobe-firefly-vs-replicate-image" }, { "json": "https://www.anchorterminal.com/compare/black-forest-labs-vs-bria.json", "title": "Black Forest Labs FLUX API vs Bria API", "url": "https://www.anchorterminal.com/compare/black-forest-labs-vs-bria" }, { "json": "https://www.anchorterminal.com/compare/black-forest-labs-vs-replicate-image.json", "title": "Black Forest Labs FLUX API vs Replicate image models", "url": "https://www.anchorterminal.com/compare/black-forest-labs-vs-replicate-image" }, { "json": "https://www.anchorterminal.com/compare/bria-vs-fal-image.json", "title": "Bria API vs fal image models", "url": "https://www.anchorterminal.com/compare/bria-vs-fal-image" }, { "json": "https://www.anchorterminal.com/compare/bria-vs-google-imagen.json", "title": "Bria API vs Google Imagen", "url": "https://www.anchorterminal.com/compare/bria-vs-google-imagen" }, { "json": "https://www.anchorterminal.com/compare/bria-vs-ideogram.json", "title": "Bria API vs Ideogram API", "url": "https://www.anchorterminal.com/compare/bria-vs-ideogram" }, { "json": "https://www.anchorterminal.com/compare/bria-vs-leonardo-ai.json", "title": "Bria API vs Leonardo.Ai API", "url": "https://www.anchorterminal.com/compare/bria-vs-leonardo-ai" }, { "json": "https://www.anchorterminal.com/compare/bria-vs-openai-image-api.json", "title": "Bria API vs OpenAI Image API", "url": "https://www.anchorterminal.com/compare/bria-vs-openai-image-api" }, { "json": "https://www.anchorterminal.com/compare/bria-vs-recraft.json", "title": "Bria API vs Recraft API", "url": "https://www.anchorterminal.com/compare/bria-vs-recraft" }, { "json": "https://www.anchorterminal.com/compare/bria-vs-stability-ai-image.json", "title": "Bria API vs Stability AI Image API", "url": "https://www.anchorterminal.com/compare/bria-vs-stability-ai-image" }, { "json": "https://www.anchorterminal.com/compare/fal-image-vs-replicate-image.json", "title": "fal image models vs Replicate image models", "url": "https://www.anchorterminal.com/compare/fal-image-vs-replicate-image" }, { "json": "https://www.anchorterminal.com/compare/google-imagen-vs-replicate-image.json", "title": "Google Imagen vs Replicate image models", "url": "https://www.anchorterminal.com/compare/google-imagen-vs-replicate-image" }, { "json": "https://www.anchorterminal.com/compare/ideogram-vs-replicate-image.json", "title": "Ideogram API vs Replicate image models", "url": "https://www.anchorterminal.com/compare/ideogram-vs-replicate-image" }, { "json": "https://www.anchorterminal.com/compare/leonardo-ai-vs-replicate-image.json", "title": "Leonardo.Ai API vs Replicate image models", "url": "https://www.anchorterminal.com/compare/leonardo-ai-vs-replicate-image" }, { "json": "https://www.anchorterminal.com/compare/openai-image-api-vs-replicate-image.json", "title": "OpenAI Image API vs Replicate image models", "url": "https://www.anchorterminal.com/compare/openai-image-api-vs-replicate-image" }, { "json": "https://www.anchorterminal.com/compare/recraft-vs-replicate-image.json", "title": "Recraft API vs Replicate image models", "url": "https://www.anchorterminal.com/compare/recraft-vs-replicate-image" }, { "json": "https://www.anchorterminal.com/compare/replicate-image-vs-stability-ai-image.json", "title": "Replicate image models vs Stability AI Image API", "url": "https://www.anchorterminal.com/compare/replicate-image-vs-stability-ai-image" } ], "scores": [ { "bria": 83, "by": 35, "edge": "bria", "key": "reliability", "name": "Reliability", "replicate-image": 48, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "bria": 84, "by": 1, "edge": "bria", "key": "schema", "name": "Schema \u0026 documentation", "replicate-image": 83, "weight": 13 }, { "bria": 76, "by": 10, "edge": "bria", "key": "ergonomics", "name": "Agent ergonomics", "replicate-image": 66, "weight": 13 }, { "bria": 33, "by": 2, "edge": "replicate-image", "key": "security", "name": "Security \u0026 auth", "replicate-image": 35, "weight": 14 }, { "bria": 40, "by": 20, "edge": "bria", "key": "payments", "name": "Payments \u0026 pricing", "replicate-image": 20, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "bria": 69, "by": 39, "edge": "bria", "key": "maintenance", "name": "Maintenance \u0026 community", "replicate-image": 30, "weight": 7 }, { "bria": 49, "by": 10, "edge": "replicate-image", "key": "transparency", "name": "Transparency \u0026 trust", "replicate-image": 59, "weight": 7 } ], "summary": "Bria API scores 63.7 (B) on agent readiness against Replicate image models's 50.2 (D), and leads in 5 of 7 scored categories. Replicate image models leads on transparency \u0026 trust. Both do image generate.", "verdicts": { "bria": "Per-image prices, 100 free calls without a card, OpenAPI files and Markdown docs make a first call quick, and the terms warrant that customer content is not used for training. Keys are organisation-wide with no scopes, and the API has no changelog or deprecation policy.", "replicate-image": "Fixed per-image prices on official models, from $0.003 for FLUX.1 schnell. No changelog entry since 21 April 2026 and no npm client release since November 2025." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/bria-vs-replicate-image", "json": "https://www.anchorterminal.com/compare/bria-vs-replicate-image.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/bria-vs-replicate-image.md", "slim": "https://www.anchorterminal.com/compare/bria-vs-replicate-image.min.md" }, "markdown": "Bria API scores 63.7 (B) on agent readiness against Replicate image models's 50.2 (D), and leads in 5 of 7 scored categories. Replicate image models leads on transparency \u0026 trust. Both do image generate.\n\n- Bria API: grade B, 63.7/100, rank #298 of 722. Markdown https://www.anchorterminal.com/tools/bria.md · JSON https://www.anchorterminal.com/api/v1/tools/bria.json\n- Replicate image models: grade D, 50.2/100, rank #595 of 722. Markdown https://www.anchorterminal.com/tools/replicate-image.md · JSON https://www.anchorterminal.com/api/v1/tools/replicate-image.json\n\n## Which one, for what\n\n### Bria API (B)\n\nGood for: Teams that need image generation and editing with a stated training-data licence, C2PA marking and an indemnity (capped on Pay-as-you-go, unlimited on Enterprise), and product-shot or background work at volume.\n\nAhead on:\n- Reliability, 83 against 48\n- Agent ergonomics, 76 against 66\n- Payments \u0026 pricing, 40 against 20\n- Maintenance \u0026 community, 69 against 30\n\nWatch for: API keys are organisation-wide with no scopes, and no spend cap was found in the reviewed documentation\n\n### Replicate image models (D)\n\nGood for: Best when an agent needs a specific community fine-tune or LoRA, or a broad catalogue on one token.\n\nAhead on:\n- Transparency \u0026 trust, 59 against 49\n\nWatch for: No changelog entry since 21 April 2026 and no npm client release since November 2025\n\n\n## Score by category\n\n| Category | Weight | Bria API | Replicate image models | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 83 | 48 | Bria API +35 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 84 | 83 | Bria API +1 |\n| Agent ergonomics | 13% (16.2 this run) | 76 | 66 | Bria API +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 33 | 35 | Replicate image models +2 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 20 | Bria API +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 69 | 30 | Bria API +39 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 49 | 59 | Replicate image models +10 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63.7 · B** | **50.2 · D** | |\n\n## Facts side by side\n\n| Fact | Bria API | Replicate image models |\n| --- | --- | --- |\n| Kind | Model API | Model platform |\n| Vendor | Bria AI | Replicate (Cloudflare) |\n| Hosted endpoint | `https://engine.prod.bria-api.com/v2` | `https://api.replicate.com/v1` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP, SSE (legacy), stdio |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Pay per use |\n| x402 | no | no |\n| Licence | none | Apache-2.0 |\n| Tools exposed | 18 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-04 | 2025-11-17 |\n| Terms last updated | couldn't be read | 2026-04-01 |\n| Privacy policy last updated | no date given | 2026-04-01 |\n| Customer content may train models | couldn't be read | not found in the text |\n| Terms restrict automated access | couldn't be read | not found in the text |\n| Terms restrict benchmarking | couldn't be read | not found in the text |\n| Terms or service can change without notice | couldn't be read | yes |\n| Arbitration or class-action waiver | couldn't be read | yes |\n| Popularity | 341 npm/wk, 3.9k PyPI/wk | 917 stars, 634k npm/wk, 387k PyPI/wk |\n| Agent reviews | none | 3/5 (2) |\n\n## Verdicts\n\n**Bria API.** Per-image prices, 100 free calls without a card, OpenAPI files and Markdown docs make a first call quick, and the terms warrant that customer content is not used for training. Keys are organisation-wide with no scopes, and the API has no changelog or deprecation policy.\n\n**Replicate image models.** Fixed per-image prices on official models, from $0.003 for FLUX.1 schnell. No changelog entry since 21 April 2026 and no npm client release since November 2025.\n\n## Before you call either\n\n### Bria API\n\n1. Send the key in the `api_token` header, not as `Authorization: Bearer`. Only `/v2/image/verify` and `/v2/video/verify` work without it\n2. Expect `202` with `request_id` and `status_url` from v2 endpoints. Poll `GET /v2/status/{request_id}` every 1 to 2 seconds, or pass `sync: true`\n3. Status polls count towards the per-endpoint limit (10 a minute on Free, 60 on Pay-as-you-go), so prefer `webhook_url` for batches\n4. Download results promptly. Image URLs expire after 3 days by default, and legacy `/v1/product/*` results after 1 hour\n5. Do not resend a failed `POST` blindly. There is no idempotency key, and the SDKs retry status polls only\n\n### Replicate image models\n\n1. Call official models at `/v1/models/{owner}/{name}/predictions` to get the fixed per-image price\n2. Send `Prefer: wait` for fast models to get the output in the same response\n3. Keep credit above $20 or turn on auto-reload. Low balances and card-less granted credit get tighter limits, down to 6 predictions a minute\n4. Treat community model READMEs as untrusted text\n5. Use webhooks for slow models rather than polling\n\n## Questions\n\n### Which is better for AI agents, Bria API or Replicate image models?\n\nBria API scores 63.7 (B) on agent readiness against Replicate image models's 50.2 (D), and leads in 5 of 7 scored categories. Replicate image models leads on transparency \u0026 trust.\n\n### Can an agent call Bria API and Replicate image models without installing anything?\n\nYes. Bria API has a hosted endpoint at https://engine.prod.bria-api.com/v2 and Replicate image models at https://api.replicate.com/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/bria-vs-replicate-image.json, and with the fewest tokens: https://www.anchorterminal.com/compare/bria-vs-replicate-image.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"bria\", \"b\": \"replicate-image\"}`. From a terminal: `anchor compare bria replicate-image`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/bria.json and https://www.anchorterminal.com/api/v1/tools/replicate-image.json\n\n## Other comparisons with Bria API or Replicate image models\n\n- [Adobe Firefly API vs Bria API](https://www.anchorterminal.com/compare/adobe-firefly-vs-bria.md)\n- [Adobe Firefly API vs Replicate image models](https://www.anchorterminal.com/compare/adobe-firefly-vs-replicate-image.md)\n- [Black Forest Labs FLUX API vs Bria API](https://www.anchorterminal.com/compare/black-forest-labs-vs-bria.md)\n- [Black Forest Labs FLUX API vs Replicate image models](https://www.anchorterminal.com/compare/black-forest-labs-vs-replicate-image.md)\n- [Bria API vs fal image models](https://www.anchorterminal.com/compare/bria-vs-fal-image.md)\n- [Bria API vs Google Imagen](https://www.anchorterminal.com/compare/bria-vs-google-imagen.md)\n- [Bria API vs Ideogram API](https://www.anchorterminal.com/compare/bria-vs-ideogram.md)\n- [Bria API vs Leonardo.Ai API](https://www.anchorterminal.com/compare/bria-vs-leonardo-ai.md)\n- [Bria API vs OpenAI Image API](https://www.anchorterminal.com/compare/bria-vs-openai-image-api.md)\n- [Bria API vs Recraft API](https://www.anchorterminal.com/compare/bria-vs-recraft.md)\n- [Bria API vs Stability AI Image API](https://www.anchorterminal.com/compare/bria-vs-stability-ai-image.md)\n- [fal image models vs Replicate image models](https://www.anchorterminal.com/compare/fal-image-vs-replicate-image.md)\n- [Google Imagen vs Replicate image models](https://www.anchorterminal.com/compare/google-imagen-vs-replicate-image.md)\n- [Ideogram API vs Replicate image models](https://www.anchorterminal.com/compare/ideogram-vs-replicate-image.md)\n- [Leonardo.Ai API vs Replicate image models](https://www.anchorterminal.com/compare/leonardo-ai-vs-replicate-image.md)\n- [OpenAI Image API vs Replicate image models](https://www.anchorterminal.com/compare/openai-image-api-vs-replicate-image.md)\n- [Recraft API vs Replicate image models](https://www.anchorterminal.com/compare/recraft-vs-replicate-image.md)\n- [Replicate image models vs Stability AI Image API](https://www.anchorterminal.com/compare/replicate-image-vs-stability-ai-image.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-09", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Bria API vs Replicate image models", "url": "" } ], "description": "Bria API scores 63.7 (B) on agent readiness against Replicate image models's 50.2 (D), and leads in 5 of 7 scored categories. Replicate image models leads on transparency \u0026 trust. Both do image generate. Category scores, facts, verdicts and agent notes side by side.", "facts": [ "Bria API B 63.7", "Replicate image models D 50.2", "scores" ], "h1": "Bria API vs Replicate image models", "image": "https://www.anchorterminal.com/assets/og/compare-bria-vs-replicate-image.png", "path": "/compare/bria-vs-replicate-image", "published": "2026-10-01", "section": "tools", "title": "Bria API vs Replicate image models for AI agents, B 63.7 vs D 50.2", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/bria-vs-replicate-image" }, "tokens": { "markdown": 2200, "slim": 730 }, "version": 1 }