{
  "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": 378,
        "ranked": true,
        "rankOf": 950,
        "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": "2026-10-10T02:54:49.900324523Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 251,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 264,
          "p95ms24h": 309,
          "samples24h": 249,
          "samples30d": 330,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 50,
              "ok": 50
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 30,
              "ok": 30
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.bria.ai",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-10T02:49:57.940098497Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "Bria-AI/bria-client",
            "version": "@bria-ai/client-v0.2.0",
            "released": "2026-09-28",
            "seenAt": "2026-10-09T16:43:39.51093527Z"
          },
          {
            "registry": "npm",
            "name": "@bria-ai/client",
            "version": "0.2.0",
            "seenAt": "2026-10-09T16:43:37.604458168Z"
          },
          {
            "registry": "pypi",
            "name": "bria-client",
            "version": "0.3.0",
            "released": "2026-06-24",
            "seenAt": "2026-10-09T16:43:37.418622383Z"
          },
          {
            "registry": "pypi",
            "name": "bria-mcp",
            "version": "2.2.1",
            "released": "2026-10-04",
            "seenAt": "2026-10-09T16:43:38.609520733Z"
          }
        ],
        "githubStars": 2,
        "npmWeekly": 41,
        "pypiWeekly": 3494,
        "securityTxt": {
          "url": "https://bria.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-09T15:40:26.964148352Z"
        },
        "llmsTxt": {
          "url": "https://docs.bria.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-09T14:01:33.739063405Z"
        },
        "pages": [
          {
            "url": "https://bria.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:33:14.044075161Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "cb5c32665b7c"
          },
          {
            "url": "https://bria.ai/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-09T18:33:16.145776893Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "ccd218c49596"
          },
          {
            "url": "https://drive.google.com/file/d/1MZaT6xUb5aj9irslyFHSWKMV9epMMXSl/view",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-09T18:39:00.030997937Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "9cb42166d5ef"
          }
        ],
        "updatedAt": "2026-10-10T02:54:49.900324523Z"
      }
    },
    "answer": "Bria API scores 63.7 (B) on agent readiness against Seedream on BytePlus ModelArk's 53.8 (D), and leads in 4 of 7 scored categories. Seedream on BytePlus ModelArk leads on security \u0026 auth and transparency \u0026 trust.",
    "b": {
      "slug": "seedream-on-byteplus-modelark",
      "name": "Seedream on BytePlus ModelArk",
      "vendor": "BytePlus Pte. Ltd. (ByteDance)",
      "vendorUrl": "https://www.byteplus.com",
      "kind": "model",
      "category": "image-generation",
      "summary": "BytePlus ModelArk's hosted API for ByteDance's Seedream image models. One endpoint handles text-to-image, reference-image editing, batches of related images and layer decomposition, billed per generated image.",
      "url": "https://www.anchorterminal.com/tools/seedream-on-byteplus-modelark",
      "markdownUrl": "https://www.anchorterminal.com/tools/seedream-on-byteplus-modelark.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/seedream-on-byteplus-modelark.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/seedream-on-byteplus-modelark.json",
      "repo": "https://github.com/volcengine/ark-runtime-go",
      "license": "Proprietary service under the BytePlus Customer Agreement and Service Specific Terms. The Go and Python SDK repositories are Apache-2.0",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://ark.ap-southeast.bytepluses.com/api/v3",
      "packages": [
        {
          "registry": "pypi",
          "name": "arkruntime"
        },
        {
          "registry": "pypi",
          "name": "byteplus-python-sdk-v2"
        },
        {
          "registry": "go",
          "name": "github.com/volcengine/ark-runtime-go"
        }
      ],
      "auth": "api-key",
      "authNotes": "The image endpoint takes a ModelArk API key as a Bearer token and, per its reference, no other credential. Keys are created in the console after a browser sign-up, belong to one resource project and one region, and can be limited to named model IDs or custom inference endpoints and to an IP allowlist. A key can be disabled, re-enabled or deleted, and a primary account holds up to 50. Each model must be activated in the console before use.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go per successfully generated image, in US dollars, published without a login. Seedream 5.0 flash $0.018, 4.0 $0.03, 5.0 lite $0.035, 4.5 $0.04, 5.0 pro $0.045 up to 2.61 million pixels and $0.09 above. Input images are free except on 5.0 pro, which charges $0.003 from the second. No free image quota is listed for Seedream, and an account in arrears for two hours is suspended (https://docs.byteplus.com/en/docs/modelark/model-pricing).",
      "priceSummary": "Pay per use",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the API reference, the pricing page or the error codes (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://docs.byteplus.com/en/docs/modelark/image-generation-api",
      "capabilities": [
        "image.generate",
        "image.edit",
        "image.reference"
      ],
      "tags": [
        "hosted",
        "closed-source",
        "api-key",
        "python",
        "go",
        "java",
        "openai-compatible",
        "watermark",
        "streaming",
        "regional-endpoints"
      ],
      "lastRelease": "2026-09-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 53.8,
        "grade": "D",
        "agentReady": false,
        "rank": 700,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 5,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 73,
          "payments": 20,
          "reliability": 43,
          "schema": 62,
          "security": 70,
          "transparency": 60
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-09"
        },
        "negative": -3,
        "negativeNotes": [
          "The model list (updated 28 September 2026) says `seedream-5-0-lite` is supported in eu-west-1, while the deprecation page says the model was deactivated in that region on 10 September 2026 and the region page lists only `seed-2-0-lite` for the EU. The batch that carries the notice is dated 8 September 2026, two days earlier, against the page's own 30-day minimum. We made no call to confirm which page is right. 3 points (https://docs.byteplus.com/en/docs/modelark/model-deprecation-notice)."
        ],
        "verdict": "Per-image prices from $0.018 are public, and API keys can be limited to named models and an IP allowlist. No status page, SLA or OpenAPI file was found, onboarding needs a browser sign-up, and BytePlus says its model services are not available in the United States.",
        "bestFor": "Agents that need ByteDance's Seedream models first-hand, multi-reference edits, 4K output or layered PNG output at a published per-image price, for users outside the United States.",
        "strengths": [
          "Per-image prices are public for five Seedream models, from $0.018 (5.0 flash) to $0.09 (5.0 pro above 1.5K), and failed or moderated images are not billed",
          "API keys are scoped to a project and can be limited to named model IDs or endpoints and to an IP allowlist",
          "Up to 14 reference images on Seedream 5.0 lite, 4.5 and 4.0, and up to 4K output (4096x4096) on those models",
          "The error reference lists 15 distinct 429 codes, and a burst-traffic guide gives backoff code with jitter",
          "The service terms say customer data is not used for training unless the customer opts in",
          "A written deprecation process promises at least 30 calendar days' notice, with dated batches and named replacements"
        ],
        "weaknesses": [
          "No status page, incident history or ModelArk SLA was found in the pages read",
          "No OpenAPI file, llms.txt or Markdown docs for agents were found. The docs site is drawn by script",
          "The model list says `seedream-5-0-lite` runs in eu-west-1, while the deprecation page says it was deactivated there on 10 September 2026",
          "The Service Specific Terms say BytePlus Model Services are not available in the United States",
          "No idempotency key was found, so a retried request that succeeded is a second paid generation",
          "Image URLs expire 24 hours after generation, and a watermark is added unless `watermark` is set to false"
        ],
        "agentNotes": [
          "POST to `https://ark.ap-southeast.bytepluses.com/api/v3/images/generations` with `Authorization: Bearer $ARK_API_KEY`. Keys and model activation are per region",
          "Set `watermark` to false if the image must not carry the AI-generated mark. The default is true",
          "Download `data[].url` within 24 hours, or ask for `response_format` `b64_json`",
          "Check each `data[].error` in a sequential batch. One moderated image does not fail the others, and only `usage.generated_images` is billed",
          "Stay under 500 images a minute per model and back off with jitter on 429. Layer decomposition reserves 17 against that limit per request"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 53.8
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 73,
          "payments": 20,
          "reliability": 43,
          "schema": 62,
          "security": 70,
          "transparency": 61
        },
        "provenanceScore": 59
      },
      "connect": {
        "install": "python -m pip install --upgrade arkruntime",
        "http": "curl https://ark.ap-southeast.bytepluses.com/api/v3/images/generations \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $ARK_API_KEY\" \\\n  -d '{\"model\":\"seedream-5-0-lite-260128\",\"prompt\":\"A lighthouse at dusk\",\"size\":\"2K\",\"output_format\":\"png\",\"watermark\":false}'"
      },
      "letme": {
        "capability": "https://letme.dev/image.generate",
        "tool": "https://letme.dev/seedream-on-byteplus-modelark"
      },
      "sameCompany": [
        "seedance-on-byteplus-modelark"
      ],
      "area": "content",
      "unitPrices": [
        {
          "item": "Seedream 5.0 flash",
          "unit": "image",
          "usd": 0.018
        },
        {
          "item": "Seedream 4.0",
          "unit": "image",
          "usd": 0.03
        },
        {
          "item": "Seedream 5.0 lite",
          "unit": "image",
          "usd": 0.035
        },
        {
          "item": "Seedream 4.5",
          "unit": "image",
          "usd": 0.04
        },
        {
          "item": "Seedream 5.0 pro",
          "unit": "image",
          "usd": 0.045,
          "note": "up to 2.61 million pixels (1.5K or lower)"
        },
        {
          "item": "Seedream 5.0 pro above 1.5K",
          "unit": "image",
          "usd": 0.09,
          "note": "more than 2.61 million pixels"
        }
      ],
      "provenance": {
        "legalEntity": "BytePlus Pte. Ltd.",
        "domain": "byteplus.com",
        "domainRegistered": "2002-09-07",
        "endpointOnVendorDomain": false,
        "terms": "https://docs.byteplus.com/en/docs/legal/docs-customer-agreement",
        "privacy": "https://docs.byteplus.com/en/docs/legal/docs-privacy-policy",
        "statusPage": "",
        "changelog": "https://docs.byteplus.com/en/docs/modelark/model-release-announcement",
        "securityTxt": "none",
        "checked": "2026-10-09",
        "notes": [
          "The Customer Agreement (effective 30 September 2026) is made with BytePlus Pte. Ltd. or another BytePlus affiliate named as the contracting entity. The Service Specific Terms, which hold the ModelArk and Model Services sections, rank above it.",
          "The API answers at ark.ap-southeast.bytepluses.com and ark.eu-west.bytepluses.com, a different domain from byteplus.com. BytePlus's own docs name both hosts.",
          "The Privacy Policy names Byteplus Pte. Ltd. in Singapore as controller and says it does not cover personal data processed on behalf of corporate customers. That processing falls under the Data Processing Addendum, which we did not read.",
          "https://www.byteplus.com/.well-known/security.txt returns the site's HTML shell, not a security.txt file. The SDK repositories carry a SECURITY.md that sends reports to ByteDance's security centre.",
          "No status page was found in the docs or on the pages of www.byteplus.com that we could read.",
          "RDAP for byteplus.com gives a registration date of 2002-09-07 and Gandi SAS as registrar."
        ],
        "score": 59
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/seedream-on-byteplus-modelark.json",
      "live": {
        "slug": "seedream-on-byteplus-modelark",
        "probe": {
          "target": "https://ark.ap-southeast.bytepluses.com/api/v3",
          "method": "get",
          "lastAt": "2026-10-10T02:55:09.431290639Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 467,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 508,
          "p95ms24h": 597,
          "samples24h": 115,
          "samples30d": 115,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 85,
              "ok": 85
            },
            {
              "date": "2026-10-10",
              "probes": 30,
              "ok": 30
            }
          ]
        },
        "versions": [
          {
            "registry": "pypi",
            "name": "arkruntime",
            "version": "0.8.0",
            "released": "2026-09-17",
            "seenAt": "2026-10-09T17:19:00.477962822Z"
          },
          {
            "registry": "pypi",
            "name": "byteplus-python-sdk-v2",
            "version": "3.0.61",
            "released": "2026-09-17",
            "seenAt": "2026-10-09T17:19:00.589058252Z"
          }
        ],
        "githubStars": 1,
        "pypiWeekly": 1265,
        "pages": [
          {
            "url": "https://docs.byteplus.com/en/docs/modelark/model-release-announcement",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-09T18:36:54.525658153Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "2c972ac5021a"
          },
          {
            "url": "https://docs.byteplus.com/en/docs/modelark/model-pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:36:52.663758009Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "faaf238183a5"
          }
        ],
        "updatedAt": "2026-10-10T02:55:09.431290639Z"
      }
    },
    "facts": [
      {
        "a": "Model API",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "Bria AI",
        "b": "BytePlus Pte. Ltd. (ByteDance)",
        "name": "Vendor"
      },
      {
        "a": "https://engine.prod.bria-api.com/v2",
        "b": "https://ark.ap-southeast.bytepluses.com/api/v3",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP, stdio",
        "b": "HTTP",
        "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": "Proprietary service under the BytePlus Customer Agreement and Service Specific Terms. The Go and Python SDK repositories are Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "18",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-04",
        "b": "2026-09-17",
        "name": "Last release"
      },
      {
        "a": "couldn't be read",
        "b": "couldn't be read",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "couldn't be read",
        "name": "Privacy policy last updated"
      },
      {
        "a": "couldn't be read",
        "b": "couldn't be read",
        "name": "Customer content may train models"
      },
      {
        "a": "couldn't be read",
        "b": "couldn't be read",
        "name": "Terms restrict automated access"
      },
      {
        "a": "couldn't be read",
        "b": "couldn't be read",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "couldn't be read",
        "b": "couldn't be read",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "couldn't be read",
        "b": "couldn't be read",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "341 npm/wk, 3.9k PyPI/wk",
        "b": "none",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Bria API scores 63.7 (B) on agent readiness against Seedream on BytePlus ModelArk's 53.8 (D), and leads in 4 of 7 scored categories. Seedream on BytePlus ModelArk leads on security \u0026 auth and transparency \u0026 trust.",
        "question": "Which is better for AI agents, Bria API or Seedream on BytePlus ModelArk?"
      },
      {
        "answer": "Bria API takes an API key or an OAuth sign-in. Seedream on BytePlus ModelArk needs an API key.",
        "question": "Do Bria API and Seedream on BytePlus ModelArk need an API key?"
      },
      {
        "answer": "Yes. Bria API has a hosted endpoint at https://engine.prod.bria-api.com/v2 and Seedream on BytePlus ModelArk at https://ark.ap-southeast.bytepluses.com/api/v3.",
        "question": "Can an agent call Bria API and Seedream on BytePlus ModelArk without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 83 against 43",
          "Schema \u0026 documentation, 84 against 62",
          "Payments \u0026 pricing, 40 against 20"
        ],
        "also": [
          "Runs on your own machine",
          "No incidents deducted, where Seedream on BytePlus ModelArk loses 3 points for them"
        ],
        "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, 70 against 33",
          "Transparency \u0026 trust, 60 against 49"
        ],
        "also": null,
        "goodFor": "Agents that need ByteDance's Seedream models first-hand, multi-reference edits, 4K output or layered PNG output at a published per-image price, for users outside the United States.",
        "slug": "seedream-on-byteplus-modelark",
        "watchFor": "No status page, incident history or ModelArk SLA was found in the pages read"
      }
    ],
    "job": {
      "capability": "image.generate",
      "name": "Image generation"
    },
    "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-seedream-on-byteplus-modelark.json",
        "title": "Adobe Firefly API vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/adobe-firefly-vs-seedream-on-byteplus-modelark"
      },
      {
        "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-seedream-on-byteplus-modelark.json",
        "title": "Black Forest Labs FLUX API vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/black-forest-labs-vs-seedream-on-byteplus-modelark"
      },
      {
        "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-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-seedream-on-byteplus-modelark.json",
        "title": "fal image models vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/fal-image-vs-seedream-on-byteplus-modelark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/google-imagen-vs-seedream-on-byteplus-modelark.json",
        "title": "Google Imagen vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/google-imagen-vs-seedream-on-byteplus-modelark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ideogram-vs-seedream-on-byteplus-modelark.json",
        "title": "Ideogram API vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/ideogram-vs-seedream-on-byteplus-modelark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/leonardo-ai-vs-seedream-on-byteplus-modelark.json",
        "title": "Leonardo.Ai API vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/leonardo-ai-vs-seedream-on-byteplus-modelark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-image-api-vs-seedream-on-byteplus-modelark.json",
        "title": "OpenAI Image API vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/openai-image-api-vs-seedream-on-byteplus-modelark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/recraft-vs-seedream-on-byteplus-modelark.json",
        "title": "Recraft API vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/recraft-vs-seedream-on-byteplus-modelark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/replicate-image-vs-seedream-on-byteplus-modelark.json",
        "title": "Replicate image models vs Seedream on BytePlus ModelArk",
        "url": "https://www.anchorterminal.com/compare/replicate-image-vs-seedream-on-byteplus-modelark"
      },
      {
        "json": "https://www.anchorterminal.com/compare/seedream-on-byteplus-modelark-vs-stability-ai-image.json",
        "title": "Seedream on BytePlus ModelArk vs Stability AI Image API",
        "url": "https://www.anchorterminal.com/compare/seedream-on-byteplus-modelark-vs-stability-ai-image"
      }
    ],
    "scores": [
      {
        "bria": 83,
        "by": 40,
        "edge": "bria",
        "key": "reliability",
        "name": "Reliability",
        "seedream-on-byteplus-modelark": 43,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "bria": 84,
        "by": 22,
        "edge": "bria",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "seedream-on-byteplus-modelark": 62,
        "weight": 13
      },
      {
        "bria": 76,
        "by": 4,
        "edge": "bria",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "seedream-on-byteplus-modelark": 72,
        "weight": 13
      },
      {
        "bria": 33,
        "by": 37,
        "edge": "seedream-on-byteplus-modelark",
        "key": "security",
        "name": "Security \u0026 auth",
        "seedream-on-byteplus-modelark": 70,
        "weight": 14
      },
      {
        "bria": 40,
        "by": 20,
        "edge": "bria",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "seedream-on-byteplus-modelark": 20,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "bria": 69,
        "by": 4,
        "edge": "seedream-on-byteplus-modelark",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "seedream-on-byteplus-modelark": 73,
        "weight": 7
      },
      {
        "bria": 49,
        "by": 11,
        "edge": "seedream-on-byteplus-modelark",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "seedream-on-byteplus-modelark": 60,
        "weight": 7
      }
    ],
    "summary": "Bria API scores 63.7 (B) on agent readiness against Seedream on BytePlus ModelArk's 53.8 (D), and leads in 4 of 7 scored categories. Seedream on BytePlus ModelArk leads on security \u0026 auth and transparency \u0026 trust. Both do image generation.",
    "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.",
      "seedream-on-byteplus-modelark": "Per-image prices from $0.018 are public, and API keys can be limited to named models and an IP allowlist. No status page, SLA or OpenAPI file was found, onboarding needs a browser sign-up, and BytePlus says its model services are not available in the United States."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/bria-vs-seedream-on-byteplus-modelark",
    "json": "https://www.anchorterminal.com/compare/bria-vs-seedream-on-byteplus-modelark.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/bria-vs-seedream-on-byteplus-modelark.md",
    "slim": "https://www.anchorterminal.com/compare/bria-vs-seedream-on-byteplus-modelark.min.md"
  },
  "markdown": "Bria API scores 63.7 (B) on agent readiness against Seedream on BytePlus ModelArk's 53.8 (D), and leads in 4 of 7 scored categories. Seedream on BytePlus ModelArk leads on security \u0026 auth and transparency \u0026 trust. Both do image generation.\n\n- Bria API: grade B, 63.7/100, rank #378 of 950. Markdown https://www.anchorterminal.com/tools/bria.md · JSON https://www.anchorterminal.com/api/v1/tools/bria.json\n- Seedream on BytePlus ModelArk: grade D, 53.8/100, rank #700 of 950. Markdown https://www.anchorterminal.com/tools/seedream-on-byteplus-modelark.md · JSON https://www.anchorterminal.com/api/v1/tools/seedream-on-byteplus-modelark.json\n- Best image generation for AI agents: https://www.anchorterminal.com/best/image-generation/index.md\n- All 66 image comparisons: https://www.anchorterminal.com/compare/image-generation/index.md\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 43\n- Schema \u0026 documentation, 84 against 62\n- Payments \u0026 pricing, 40 against 20\n\nAlso in its favour:\n- Runs on your own machine\n- No incidents deducted, where Seedream on BytePlus ModelArk loses 3 points for them\n\nWatch for: API keys are organisation-wide with no scopes, and no spend cap was found in the reviewed documentation\n\n### Seedream on BytePlus ModelArk (D)\n\nGood for: Agents that need ByteDance's Seedream models first-hand, multi-reference edits, 4K output or layered PNG output at a published per-image price, for users outside the United States.\n\nAhead on:\n- Security \u0026 auth, 70 against 33\n- Transparency \u0026 trust, 60 against 49\n\nWatch for: No status page, incident history or ModelArk SLA was found in the pages read\n\n\n## Score by category\n\n| Category | Weight | Bria API | Seedream on BytePlus ModelArk | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 83 | 43 | Bria API +40 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 84 | 62 | Bria API +22 |\n| Agent ergonomics | 13% (16.2 this run) | 76 | 72 | Bria API +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 33 | 70 | Seedream on BytePlus ModelArk +37 |\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 | 73 | Seedream on BytePlus ModelArk +4 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 49 | 60 | Seedream on BytePlus ModelArk +11 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **63.7 · B** | **53.8 · D** | |\n\n## Facts side by side\n\n| Fact | Bria API | Seedream on BytePlus ModelArk |\n| --- | --- | --- |\n| Kind | Model API | Model API |\n| Vendor | Bria AI | BytePlus Pte. Ltd. (ByteDance) |\n| Hosted endpoint | `https://engine.prod.bria-api.com/v2` | `https://ark.ap-southeast.bytepluses.com/api/v3` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Pay per use |\n| x402 | no | no |\n| Licence | none | Proprietary service under the BytePlus Customer Agreement and Service Specific Terms. The Go and Python SDK repositories are Apache-2.0 |\n| Tools exposed | 18 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-04 | 2026-09-17 |\n| Terms last updated | couldn't be read | couldn't be read |\n| Privacy policy last updated | no date given | couldn't be read |\n| Customer content may train models | couldn't be read | couldn't be read |\n| Terms restrict automated access | couldn't be read | couldn't be read |\n| Terms restrict benchmarking | couldn't be read | couldn't be read |\n| Terms or service can change without notice | couldn't be read | couldn't be read |\n| Arbitration or class-action waiver | couldn't be read | couldn't be read |\n| Popularity | 341 npm/wk, 3.9k PyPI/wk | none |\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**Seedream on BytePlus ModelArk.** Per-image prices from $0.018 are public, and API keys can be limited to named models and an IP allowlist. No status page, SLA or OpenAPI file was found, onboarding needs a browser sign-up, and BytePlus says its model services are not available in the United States.\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### Seedream on BytePlus ModelArk\n\n1. POST to `https://ark.ap-southeast.bytepluses.com/api/v3/images/generations` with `Authorization: Bearer $ARK_API_KEY`. Keys and model activation are per region\n2. Set `watermark` to false if the image must not carry the AI-generated mark. The default is true\n3. Download `data[].url` within 24 hours, or ask for `response_format` `b64_json`\n4. Check each `data[].error` in a sequential batch. One moderated image does not fail the others, and only `usage.generated_images` is billed\n5. Stay under 500 images a minute per model and back off with jitter on 429. Layer decomposition reserves 17 against that limit per request\n\n## Questions\n\n### Which is better for AI agents, Bria API or Seedream on BytePlus ModelArk?\n\nBria API scores 63.7 (B) on agent readiness against Seedream on BytePlus ModelArk's 53.8 (D), and leads in 4 of 7 scored categories. Seedream on BytePlus ModelArk leads on security \u0026 auth and transparency \u0026 trust.\n\n### Do Bria API and Seedream on BytePlus ModelArk need an API key?\n\nBria API takes an API key or an OAuth sign-in. Seedream on BytePlus ModelArk needs an API key.\n\n### Can an agent call Bria API and Seedream on BytePlus ModelArk without installing anything?\n\nYes. Bria API has a hosted endpoint at https://engine.prod.bria-api.com/v2 and Seedream on BytePlus ModelArk at https://ark.ap-southeast.bytepluses.com/api/v3.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/bria-vs-seedream-on-byteplus-modelark.json, and with the fewest tokens: https://www.anchorterminal.com/compare/bria-vs-seedream-on-byteplus-modelark.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"bria\", \"b\": \"seedream-on-byteplus-modelark\"}`. From a terminal: `anchor compare bria seedream-on-byteplus-modelark`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/bria.json and https://www.anchorterminal.com/api/v1/tools/seedream-on-byteplus-modelark.json\n\n## Other comparisons with Bria API or Seedream on BytePlus ModelArk\n\n- [Adobe Firefly API vs Bria API](https://www.anchorterminal.com/compare/adobe-firefly-vs-bria.md)\n- [Adobe Firefly API vs Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/adobe-firefly-vs-seedream-on-byteplus-modelark.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 Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/black-forest-labs-vs-seedream-on-byteplus-modelark.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 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 Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/fal-image-vs-seedream-on-byteplus-modelark.md)\n- [Google Imagen vs Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/google-imagen-vs-seedream-on-byteplus-modelark.md)\n- [Ideogram API vs Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/ideogram-vs-seedream-on-byteplus-modelark.md)\n- [Leonardo.Ai API vs Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/leonardo-ai-vs-seedream-on-byteplus-modelark.md)\n- [OpenAI Image API vs Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/openai-image-api-vs-seedream-on-byteplus-modelark.md)\n- [Recraft API vs Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/recraft-vs-seedream-on-byteplus-modelark.md)\n- [Replicate image models vs Seedream on BytePlus ModelArk](https://www.anchorterminal.com/compare/replicate-image-vs-seedream-on-byteplus-modelark.md)\n- [Seedream on BytePlus ModelArk vs Stability AI Image API](https://www.anchorterminal.com/compare/seedream-on-byteplus-modelark-vs-stability-ai-image.md)\n",
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-10",
    "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 Seedream on BytePlus ModelArk",
        "url": ""
      }
    ],
    "description": "Bria scores 63.7 (B) to Seedream on BytePlus ModelArk's 53.8 (D) for image generation. Prices, MCP, x402, uptime and agent notes side by side.",
    "facts": [
      "Bria API B 63.7",
      "Seedream on BytePlus ModelArk D 53.8",
      "scores"
    ],
    "h1": "Bria API vs Seedream on BytePlus ModelArk",
    "image": "https://www.anchorterminal.com/assets/og/compare-bria-vs-seedream-on-byteplus-modelark.png",
    "path": "/compare/bria-vs-seedream-on-byteplus-modelark",
    "published": "2026-10-01",
    "section": "tools",
    "title": "Bria vs Seedream on BytePlus ModelArk for AI agents (2026)",
    "toc": null,
    "updated": "2026-10-09",
    "url": "https://www.anchorterminal.com/compare/bria-vs-seedream-on-byteplus-modelark"
  },
  "tokens": {
    "markdown": 2650,
    "slim": 730
  },
  "version": 1
}