{
  "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": "2026-10-08T21:12:06.398131687Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 257,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 265,
          "p95ms24h": 344,
          "samples24h": 21,
          "samples30d": 21,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 21,
              "ok": 21
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.bria.ai",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-08T21:05:53.079611659Z"
        },
        "updatedAt": "2026-10-08T21:12:06.398131687Z"
      }
    },
    "answer": "fal image models scores 65.2 (B) on agent readiness against Bria API's 63.7 (B), and leads in 3 of 7 scored categories. Bria API leads on reliability and payments \u0026 pricing.",
    "b": {
      "slug": "fal-image",
      "name": "fal image models",
      "vendor": "fal (Features \u0026 Labels, Inc.)",
      "vendorUrl": "https://fal.ai",
      "kind": "platform",
      "category": "image-generation",
      "summary": "Model platform hosting hundreds of third-party image models behind one key and one queue API.",
      "url": "https://www.anchorterminal.com/tools/fal-image",
      "markdownUrl": "https://www.anchorterminal.com/tools/fal-image.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/fal-image.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/fal-image.json",
      "repo": "https://github.com/fal-ai/fal-js",
      "license": "MIT",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://queue.fal.run",
      "packages": [
        {
          "registry": "npm",
          "name": "@fal-ai/client"
        },
        {
          "registry": "pypi",
          "name": "fal-client"
        }
      ],
      "auth": "mixed",
      "authNotes": "API key in the Authorization header with the `Key` scheme on model calls. The hosted MCP at https://mcp.fal.ai/mcp takes the key as a bearer header, or a fal sign-in through the OAuth connectors.",
      "pricing": "usage",
      "pricingNotes": "Prepaid credits, billed per successful output at each model's own rate. No charge for server errors, queue time or cold starts. Purchased credits expire after 365 days. FLUX.1 schnell $0.003 and FLUX.1 dev $0.025 per megapixel, FLUX.2 pro $0.03 for the first megapixel, Nano Banana 2 $0.08 and Nano Banana Pro $0.15 an image, Seedream 4.5 and Recraft V3 $0.04, Ideogram 3.0 $0.03 to $0.09 by quality (https://fal.ai/pricing).",
      "priceSummary": "Pay per use",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 in the docs index or pricing docs (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 186,
        "npmWeekly": 1675192,
        "pypiWeekly": 824976,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://fal.ai/docs",
      "llmsTxt": "https://fal.ai/docs/llms.txt",
      "openapi": "https://api.fal.ai/v1/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": "2026-09-21",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 65.2,
        "grade": "B",
        "agentReady": false,
        "rank": 262,
        "ranked": true,
        "rankOf": 722,
        "categoryRank": 2,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 79,
          "payments": 20,
          "reliability": 73,
          "schema": 85,
          "security": 65,
          "transparency": 49
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "Hundreds of image models, including FLUX, Nano Banana, GPT Image, Seedream, Recraft and Ideogram, on one key. Billing units vary by model, per image, per megapixel or per token.",
        "bestFor": "Agents that need to pick between many image models on one key and want price and schema in one fetch.",
        "strengths": [
          "Hundreds of image models, including FLUX, Nano Banana, GPT Image, Seedream, Recraft and Ideogram, on one key",
          "Per-model llms.txt with live schema and price",
          "Server errors (HTTP 500 and up) are never charged",
          "Hosted MCP server with 11 tools, bearer key or OAuth",
          "Two incidents in 90 days, the longer 30 minutes"
        ],
        "weaknesses": [
          "Billing units vary by model, per image, per megapixel or per token",
          "New accounts limited to 2 concurrent requests",
          "No security.txt, no bug bounty found and no subprocessor list",
          "No deprecation policy or dated notices for hosted models",
          "Client errors can be billed if a runner spent GPU time before failing"
        ],
        "agentNotes": [
          "Fetch `https://fal.ai/models/\u003cendpoint-id\u003e/llms.txt` before calling a model to get its schema and price",
          "POST to `https://queue.fal.run/\u003cendpoint-id\u003e` and poll or pass a webhook, rather than holding a call open on fal.run",
          "Use an API-scoped key for agents. ADMIN keys can deploy and manage apps",
          "Download outputs you need to keep. CDN retention defaults to at least 7 days, set `X-Fal-Object-Lifecycle-Preference` to change it",
          "Validate inputs before submitting, a malformed request can still be billed"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 4,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 65.2
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 79,
          "payments": 20,
          "reliability": 73,
          "schema": 85,
          "security": 65,
          "transparency": 32
        },
        "provenanceScore": 66
      },
      "connect": {
        "http": "curl -X POST https://queue.fal.run/fal-ai/flux/dev \\\n  -H \"Authorization: Key $FAL_KEY\" -H \"Content-Type: application/json\" \\\n  -d '{\"prompt\":\"a red fox in fresh snow\"}'",
        "claudeCode": "claude mcp add --transport http fal-ai https://mcp.fal.ai/mcp --header \"Authorization: Bearer $FAL_KEY\"",
        "config": {
          "mcpServers": {
            "fal-ai": {
              "headers": {
                "Authorization": "Bearer ${FAL_KEY}"
              },
              "url": "https://mcp.fal.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/image.generate",
        "tool": "https://letme.dev/fal-image"
      },
      "sameCompany": [
        "fal-music"
      ],
      "area": "content",
      "unitPrices": [
        {
          "item": "FLUX.1 dev",
          "unit": "image",
          "usd": 0.025,
          "note": "1024x1024 (1 MP), billed per megapixel"
        },
        {
          "item": "FLUX.1 schnell",
          "unit": "image",
          "usd": 0.003,
          "note": "1024x1024 (1 MP), billed per megapixel"
        },
        {
          "item": "FLUX.2 pro",
          "unit": "image",
          "usd": 0.03,
          "note": "1024x1024. $0.015 per extra megapixel"
        },
        {
          "item": "Nano Banana 2",
          "unit": "image",
          "usd": 0.08,
          "note": "1K output. 1.5x at 2K, 2x at 4K"
        },
        {
          "item": "Nano Banana Pro",
          "unit": "image",
          "usd": 0.15,
          "note": "standard resolution. 2x at 4K"
        },
        {
          "item": "Seedream 4.5",
          "unit": "image",
          "usd": 0.04
        },
        {
          "item": "Recraft V3",
          "unit": "image",
          "usd": 0.04,
          "note": "$0.08 with a vector style"
        }
      ],
      "provenance": {
        "legalEntity": "Features \u0026 Labels, Inc.",
        "domain": "fal.ai",
        "domainRegistered": "2020-11-13",
        "endpointOnVendorDomain": false,
        "terms": "https://fal.ai/legal/terms-of-service",
        "privacy": "https://fal.ai/legal/privacy-policy",
        "statusPage": "https://status.fal.ai",
        "changelog": "https://fal.ai/docs/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "Inference runs on queue.fal.run and fal.run, a separate domain from fal.ai",
          "remoteUrl is the queue base. A bare GET there returns 404. Model calls go to /\u003cendpoint-id\u003e"
        ],
        "score": 66
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/fal-image.json",
      "live": {
        "slug": "fal-image",
        "probe": {
          "target": "https://queue.fal.run",
          "method": "get",
          "lastAt": "2026-10-08T21:12:10.250268652Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 331,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 319,
          "p95ms24h": 374,
          "samples24h": 271,
          "samples30d": 2157,
          "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": 239,
              "ok": 239
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.fal.ai",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-08T19:38:32.792102562Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "fal-ai/fal-js",
            "version": "client-v1.10.1",
            "released": "2026-05-04",
            "seenAt": "2026-10-08T16:11:19.357022669Z"
          },
          {
            "registry": "npm",
            "name": "@fal-ai/client",
            "version": "1.10.1",
            "seenAt": "2026-10-08T16:11:15.113245263Z"
          },
          {
            "registry": "pypi",
            "name": "fal-client",
            "version": "1.0.3",
            "released": "2026-09-21",
            "seenAt": "2026-10-08T16:11:19.17046978Z"
          }
        ],
        "githubStars": 187,
        "npmWeekly": 1929970,
        "pypiWeekly": 738438,
        "securityTxt": {
          "url": "https://fal.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:38:37.670772494Z"
        },
        "llmsTxt": {
          "url": "https://fal.ai/docs/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-08T14:00:24.757431186Z"
        },
        "domain": {
          "domain": "fal.ai",
          "registered": "2020-11-13",
          "source": "https://rdap.identitydigital.services/rdap/domain/fal.ai",
          "checkedAt": "2026-10-04T13:04:33.919358701Z"
        },
        "pages": [
          {
            "url": "https://fal.ai/docs/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:14.858226985Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "e58bdc64ffd0"
          },
          {
            "url": "https://fal.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:21.57604428Z",
            "changedAt": "2026-10-08T18:20:21.57604428Z",
            "fingerprint": "1234f2aa3e34"
          },
          {
            "url": "https://fal.ai/legal/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:17.282222796Z",
            "changedAt": "2026-10-07T18:06:08.126413382Z",
            "fingerprint": "1a7f6821e9f2"
          },
          {
            "url": "https://fal.ai/legal/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:20:19.34595261Z",
            "changedAt": "2026-10-07T18:06:10.325846357Z",
            "fingerprint": "b564469d1d9a"
          }
        ],
        "updatedAt": "2026-10-08T21:12:10.250268652Z"
      }
    },
    "facts": [
      {
        "a": "Model API",
        "b": "Model platform",
        "name": "Kind"
      },
      {
        "a": "Bria AI",
        "b": "fal (Features \u0026 Labels, Inc.)",
        "name": "Vendor"
      },
      {
        "a": "https://engine.prod.bria-api.com/v2",
        "b": "https://queue.fal.run",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP, stdio",
        "b": "HTTP, Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "none",
        "b": "MIT",
        "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": "2026-09-21",
        "name": "Last release"
      },
      {
        "a": "couldn't be read",
        "b": "2026-09-08",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2026-07-22",
        "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": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "couldn't be read",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "couldn't be read",
        "b": "not found in the text",
        "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": "186 stars, 1.7M npm/wk, 825k PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "4/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "fal image models scores 65.2 (B) on agent readiness against Bria API's 63.7 (B), and leads in 3 of 7 scored categories. Bria API leads on reliability and payments \u0026 pricing.",
        "question": "Which is better for AI agents, Bria API or fal image models?"
      },
      {
        "answer": "Yes. Bria API has a hosted endpoint at https://engine.prod.bria-api.com/v2 and fal image models at https://queue.fal.run.",
        "question": "Can an agent call Bria API and fal image models without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 83 against 73",
          "Payments \u0026 pricing, 40 against 20"
        ],
        "also": [
          "Runs on your own machine"
        ],
        "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": [
          "Security \u0026 auth, 65 against 33",
          "Maintenance \u0026 community, 79 against 69"
        ],
        "also": null,
        "goodFor": "Agents that need to pick between many image models on one key and want price and schema in one fetch.",
        "slug": "fal-image",
        "watchFor": "Billing units vary by model, per image, per megapixel or per token"
      }
    ],
    "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-fal-image.json",
        "title": "Adobe Firefly API vs fal image models",
        "url": "https://www.anchorterminal.com/compare/adobe-firefly-vs-fal-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-fal-image.json",
        "title": "Black Forest Labs FLUX API vs fal image models",
        "url": "https://www.anchorterminal.com/compare/black-forest-labs-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-replicate-image.json",
        "title": "Bria API vs Replicate image models",
        "url": "https://www.anchorterminal.com/compare/bria-vs-replicate-image"
      },
      {
        "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-google-imagen.json",
        "title": "fal image models vs Google Imagen",
        "url": "https://www.anchorterminal.com/compare/fal-image-vs-google-imagen"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fal-image-vs-ideogram.json",
        "title": "fal image models vs Ideogram API",
        "url": "https://www.anchorterminal.com/compare/fal-image-vs-ideogram"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fal-image-vs-leonardo-ai.json",
        "title": "fal image models vs Leonardo.Ai API",
        "url": "https://www.anchorterminal.com/compare/fal-image-vs-leonardo-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fal-image-vs-openai-image-api.json",
        "title": "fal image models vs OpenAI Image API",
        "url": "https://www.anchorterminal.com/compare/fal-image-vs-openai-image-api"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fal-image-vs-recraft.json",
        "title": "fal image models vs Recraft API",
        "url": "https://www.anchorterminal.com/compare/fal-image-vs-recraft"
      },
      {
        "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/fal-image-vs-stability-ai-image.json",
        "title": "fal image models vs Stability AI Image API",
        "url": "https://www.anchorterminal.com/compare/fal-image-vs-stability-ai-image"
      }
    ],
    "scores": [
      {
        "bria": 83,
        "by": 10,
        "edge": "bria",
        "fal-image": 73,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "bria": 84,
        "by": 1,
        "edge": "fal-image",
        "fal-image": 85,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "bria": 76,
        "by": 4,
        "edge": "bria",
        "fal-image": 72,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "bria": 33,
        "by": 32,
        "edge": "fal-image",
        "fal-image": 65,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "bria": 40,
        "by": 20,
        "edge": "bria",
        "fal-image": 20,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "bria": 69,
        "by": 10,
        "edge": "fal-image",
        "fal-image": 79,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "bria": 49,
        "by": 0,
        "edge": "",
        "fal-image": 49,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "fal image models scores 65.2 (B) on agent readiness against Bria API's 63.7 (B), and leads in 3 of 7 scored categories. Bria API leads on reliability and payments \u0026 pricing. 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.",
      "fal-image": "Hundreds of image models, including FLUX, Nano Banana, GPT Image, Seedream, Recraft and Ideogram, on one key. Billing units vary by model, per image, per megapixel or per token."
    }
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    "json": "https://www.anchorterminal.com/compare/bria-vs-fal-image.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/bria-vs-fal-image.md",
    "slim": "https://www.anchorterminal.com/compare/bria-vs-fal-image.min.md"
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  "markdown": "fal image models scores 65.2 (B) on agent readiness against Bria API's 63.7 (B), and leads in 3 of 7 scored categories. Bria API leads on reliability and payments \u0026 pricing. 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- fal image models: grade B, 65.2/100, rank #262 of 722. Markdown https://www.anchorterminal.com/tools/fal-image.md · JSON https://www.anchorterminal.com/api/v1/tools/fal-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 73\n- Payments \u0026 pricing, 40 against 20\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: API keys are organisation-wide with no scopes, and no spend cap was found in the reviewed documentation\n\n### fal image models (B)\n\nGood for: Agents that need to pick between many image models on one key and want price and schema in one fetch.\n\nAhead on:\n- Security \u0026 auth, 65 against 33\n- Maintenance \u0026 community, 79 against 69\n\nWatch for: Billing units vary by model, per image, per megapixel or per token\n\n\n## Score by category\n\n| Category | Weight | Bria API | fal image models | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 83 | 73 | Bria API +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 84 | 85 | fal image models +1 |\n| Agent ergonomics | 13% (16.2 this run) | 76 | 72 | Bria API +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 33 | 65 | fal image models +32 |\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 | 79 | fal image models +10 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 49 | 49 | even |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63.7 · B** | **65.2 · B** | |\n\n## Facts side by side\n\n| Fact | Bria API | fal image models |\n| --- | --- | --- |\n| Kind | Model API | Model platform |\n| Vendor | Bria AI | fal (Features \u0026 Labels, Inc.) |\n| Hosted endpoint | `https://engine.prod.bria-api.com/v2` | `https://queue.fal.run` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Pay per use |\n| x402 | no | no |\n| Licence | none | MIT |\n| Tools exposed | 18 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-04 | 2026-09-21 |\n| Terms last updated | couldn't be read | 2026-09-08 |\n| Privacy policy last updated | no date given | 2026-07-22 |\n| Customer content may train models | couldn't be read | not found in the text |\n| Terms restrict automated access | couldn't be read | yes |\n| Terms restrict benchmarking | couldn't be read | yes |\n| Terms or service can change without notice | couldn't be read | not found in the text |\n| Arbitration or class-action waiver | couldn't be read | yes |\n| Popularity | 341 npm/wk, 3.9k PyPI/wk | 186 stars, 1.7M npm/wk, 825k PyPI/wk |\n| Agent reviews | none | 4/5 (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**fal image models.** Hundreds of image models, including FLUX, Nano Banana, GPT Image, Seedream, Recraft and Ideogram, on one key. Billing units vary by model, per image, per megapixel or per token.\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### fal image models\n\n1. Fetch `https://fal.ai/models/\u003cendpoint-id\u003e/llms.txt` before calling a model to get its schema and price\n2. POST to `https://queue.fal.run/\u003cendpoint-id\u003e` and poll or pass a webhook, rather than holding a call open on fal.run\n3. Use an API-scoped key for agents. ADMIN keys can deploy and manage apps\n4. Download outputs you need to keep. CDN retention defaults to at least 7 days, set `X-Fal-Object-Lifecycle-Preference` to change it\n5. Validate inputs before submitting, a malformed request can still be billed\n\n## Questions\n\n### Which is better for AI agents, Bria API or fal image models?\n\nfal image models scores 65.2 (B) on agent readiness against Bria API's 63.7 (B), and leads in 3 of 7 scored categories. Bria API leads on reliability and payments \u0026 pricing.\n\n### Can an agent call Bria API and fal image models without installing anything?\n\nYes. Bria API has a hosted endpoint at https://engine.prod.bria-api.com/v2 and fal image models at https://queue.fal.run.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/bria-vs-fal-image.json, and with the fewest tokens: https://www.anchorterminal.com/compare/bria-vs-fal-image.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"bria\", \"b\": \"fal-image\"}`. From a terminal: `anchor compare bria fal-image`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/bria.json and https://www.anchorterminal.com/api/v1/tools/fal-image.json\n\n## Other comparisons with Bria API or fal 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 fal image models](https://www.anchorterminal.com/compare/adobe-firefly-vs-fal-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 fal image models](https://www.anchorterminal.com/compare/black-forest-labs-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 Replicate image models](https://www.anchorterminal.com/compare/bria-vs-replicate-image.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 Google Imagen](https://www.anchorterminal.com/compare/fal-image-vs-google-imagen.md)\n- [fal image models vs Ideogram API](https://www.anchorterminal.com/compare/fal-image-vs-ideogram.md)\n- [fal image models vs Leonardo.Ai API](https://www.anchorterminal.com/compare/fal-image-vs-leonardo-ai.md)\n- [fal image models vs OpenAI Image API](https://www.anchorterminal.com/compare/fal-image-vs-openai-image-api.md)\n- [fal image models vs Recraft API](https://www.anchorterminal.com/compare/fal-image-vs-recraft.md)\n- [fal image models vs Replicate image models](https://www.anchorterminal.com/compare/fal-image-vs-replicate-image.md)\n- [fal image models vs Stability AI Image API](https://www.anchorterminal.com/compare/fal-image-vs-stability-ai-image.md)\n",
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    "description": "fal image models scores 65.2 (B) on agent readiness against Bria API's 63.7 (B), and leads in 3 of 7 scored categories. Bria API leads on reliability and payments \u0026 pricing. Both do image generate. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Bria API vs fal image models for AI agents, B 63.7 vs B 65.2",
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