{
  "data": {
    "a": {
      "slug": "higgsfield",
      "name": "Higgsfield API",
      "vendor": "Higgsfield Inc.",
      "vendorUrl": "https://higgsfield.ai",
      "kind": "http-api",
      "category": "video-generation",
      "summary": "Higgsfield's API for generating images and video from its own models (Genjutsu, Soul, Cinema Studio) and hosted ones such as Kling, Seedance and Wan. Requests are asynchronous, with polling or webhooks, and Python and TypeScript SDKs.",
      "url": "https://www.anchorterminal.com/tools/higgsfield",
      "markdownUrl": "https://www.anchorterminal.com/tools/higgsfield.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/higgsfield.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/higgsfield.json",
      "repo": "https://github.com/higgsfield-ai/higgsfield-client",
      "license": "Proprietary service under the Higgsfield API Terms of Service. The Python SDK repository is Apache-2.0 and the TypeScript SDK is MIT on npm",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.higgsfield.ai",
      "packages": [
        {
          "registry": "pypi",
          "name": "higgsfield-client"
        },
        {
          "registry": "npm",
          "name": "@higgsfield/client"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve. A person signs up at open.higgsfield.ai (email and password, or SSO) and creates a key ID and secret in the console. Send them as `Authorization: Key \u003ckey_id\u003e:\u003ckey_secret\u003e`. The legacy `hf-api-key` and `hf-secret` headers still work. Keys belong to a workspace and carry no scopes. Some endpoints that depict a real person's face or voice can need identity or business verification under the API terms.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go from a prepaid balance, priced per second of video or per image, with list prices public at open.higgsfield.ai/pricing. No free credits or free tier were found, and no sandbox. Kling 3.0 lists from $0.084 a second and Seedance 2.5 from $0.206. A lower max-discount price is shown beside each, and a cashback scheme starts at $5,000 of spend in 30 days. Credits expire after a year (checked 2026-10-08).",
      "priceSummary": "Pay per use",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the API docs, the OpenAPI file, llms.txt or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 126,
        "npmWeekly": 197350,
        "pypiWeekly": 28142,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.higgsfield.ai/docs",
      "llmsTxt": "https://docs.higgsfield.ai/docs/llms.txt",
      "openapi": "https://docs.higgsfield.ai/docs/openapi.json",
      "capabilities": [
        "video.generate",
        "video.image-to-video",
        "video.edit",
        "video.audio",
        "image.generate",
        "image.edit"
      ],
      "tags": [
        "official",
        "hosted",
        "closed-source",
        "model-platform",
        "card-required",
        "openapi",
        "llms-txt",
        "async-jobs",
        "webhooks",
        "idempotency",
        "python",
        "typescript",
        "status-page"
      ],
      "lastRelease": "2026-09-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 63.5,
        "grade": "B",
        "agentReady": false,
        "rank": 356,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 3,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 77,
          "maintenance": 75,
          "payments": 20,
          "reliability": 85,
          "schema": 69,
          "security": 48,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "One asynchronous API for 67 video and 17 image catalogue entries, with idempotency keys, per-second list prices public without a login, and failed or moderated jobs not charged. API inputs and outputs train Higgsfield's models unless the workspace opts out, and the docs carry no changelog. The API returns 400 at the concurrency limit, with no Retry-After.",
        "bestFor": "An agent that wants several vendors' video models behind one key, one request lifecycle and safe retries, at published per-second prices.",
        "strengths": [
          "Per-second list prices for each model on open.higgsfield.ai/pricing without a login, and an `/estimate/...` call that returns the cost before submitting",
          "`Idempotency-Key` on every generation endpoint, with replays returning the original `request_id` and no second charge",
          "Requests ending `failed` or `nsfw` aren't charged, and a queued request cancelled before it starts is refunded",
          "Each model page carries a full JSON Schema with enums, limits and `additionalProperties: false`, and llms.txt and Markdown twins exist",
          "status.higgsfield.ai shows no notices and 100.0 per cent for the API from August to October 2026"
        ],
        "weaknesses": [
          "API inputs and outputs can train Higgsfield's models by default. The opt-out is a workspace setting, processed within 10 business days",
          "Reaching the concurrency limit returns `400 Bad Request` with a message string, and the docs say no rate-limit headers or `Retry-After` are sent",
          "No changelog was found in the docs, although the API terms name one as the channel for deprecations and removals",
          "Keys have no scopes or read-only mode, and no webhook signature is documented",
          "No free credits were found, and a new account starts at 2 concurrent generations until it adds $25",
          "`/docs/openapi.json` covers 8 paths of an 84-entry catalogue, and llms.txt calls it supplementary"
        ],
        "agentNotes": [
          "Send `Authorization: Key \u003ckey_id\u003e:\u003ckey_secret\u003e` to https://api.higgsfield.ai. A Bearer token is rejected",
          "Send a fresh `Idempotency-Key` with every generation. After a timeout or 5xx, repeat the same request with the same key, then read `status_url`",
          "Treat a 400 whose `detail` mentions concurrent requests as a limit, not a bad request. Wait for a running job to finish before submitting more",
          "Poll `status_url` from 2 seconds up to 10 with jitter, and stop on `completed`, `failed`, `nsfw` or `canceled`",
          "Download output within seven days. Media files may be deleted after that",
          "Read the model's own docs page for its schema. The OpenAPI file lists only a few models"
        ],
        "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": 63.5
          }
        ],
        "editorialScores": {
          "ergonomics": 77,
          "maintenance": 75,
          "payments": 20,
          "reliability": 85,
          "schema": 69,
          "security": 48,
          "transparency": 45
        },
        "provenanceScore": 77
      },
      "connect": {
        "install": "pip install higgsfield-client",
        "http": "curl --request POST \\\n  --url https://api.higgsfield.ai/higgsfield/genjutsu/motion-transfer/v1.0 \\\n  --header \"Authorization: Key ${HF_API_KEY_ID}:${HF_API_KEY_SECRET}\" \\\n  --header \"Content-Type: application/json\" \\\n  --data '{\"video_url\": \"https://example.com/input.mp4\", \"image_urls\": [\"https://example.com/input.jpg\"]}'"
      },
      "letme": {
        "capability": "https://letme.dev/video.generate",
        "tool": "https://letme.dev/higgsfield"
      },
      "area": "content",
      "unitPrices": [
        {
          "item": "Kling 3.0, list price from",
          "unit": "video-second",
          "usd": 0.084,
          "note": "The pricing page also shows a max-discount price from $0.042. The discount's conditions weren't readable"
        },
        {
          "item": "Seedance 2.5, list price from",
          "unit": "video-second",
          "usd": 0.206,
          "note": "Max-discount price from $0.144"
        },
        {
          "item": "Wan 3.0 Prime, list price from",
          "unit": "video-second",
          "usd": 0.068,
          "note": "Max-discount price from $0.041"
        },
        {
          "item": "Genjutsu 480p, list price",
          "unit": "video-second",
          "usd": 0.318,
          "note": "Per second of source video, rounded up. 720p $0.681 and 1080p $1.632 per the docs. Max-discount price from $0.159"
        },
        {
          "item": "Kling 2.5, list price from",
          "unit": "video-second",
          "usd": 0.042,
          "note": "Max-discount price from $0.021"
        }
      ],
      "provenance": {
        "legalEntity": "Higgsfield Inc.",
        "domain": "higgsfield.ai",
        "domainRegistered": "2023-06-07",
        "endpointOnVendorDomain": true,
        "terms": "https://open.higgsfield.ai/terms-of-service",
        "privacy": "https://higgsfield.ai/privacy-policy",
        "statusPage": "https://status.higgsfield.ai",
        "changelog": "",
        "securityTxt": "valid",
        "checked": "2026-10-08",
        "notes": [
          "The API Terms of Service (last updated 2 September 2026) name Higgsfield Inc., 535 Mission St, 14th Floor, San Francisco, CA 94105, and are supplemental to the Terms of Use Agreement of 26 July 2026 at https://higgsfield.ai/terms-of-use-agreement.",
          "The privacy policy (last updated 26 July 2026, effective 27 August 2026) says it covers the website, applications and APIs. The API terms incorporate a DPA where Higgsfield processes personal data on a customer's behalf. We found no public link to it.",
          "The API answers at https://api.higgsfield.ai and the console at https://open.higgsfield.ai (console.higgsfield.ai redirects there).",
          "https://higgsfield.ai/.well-known/security.txt has a contact, a PGP key and an expiry of 12 September 2027. Its comment block is a set of instructions addressed to AI agents and automated security tools about testing scope. We recorded it and did not act on it.",
          "No changelog page is in the docs sitemap. The API terms list a changelog as part of the documentation.",
          "RDAP for higgsfield.ai gives a registration date of 2023-06-07."
        ],
        "score": 77
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/higgsfield.json",
      "live": {
        "slug": "higgsfield",
        "probe": {
          "target": "https://api.higgsfield.ai",
          "method": "get",
          "lastAt": "2026-10-09T11:46:30.376819325Z",
          "lastOk": true,
          "lastStatus": 405,
          "lastMs": 161,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 161,
          "p95ms24h": 245,
          "samples24h": 44,
          "samples30d": 44,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 44,
              "ok": 44
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.higgsfield.ai",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-09T07:58:03.234604982Z"
        },
        "updatedAt": "2026-10-09T11:46:30.376819325Z"
      }
    },
    "answer": "Higgsfield API scores 63.5 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 4 of 7 scored categories. Replicate video models leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust.",
    "b": {
      "slug": "replicate-video",
      "name": "Replicate video models",
      "vendor": "Replicate (Cloudflare)",
      "vendorUrl": "https://replicate.com",
      "kind": "platform",
      "category": "video-generation",
      "summary": "Replicate runs third-party and open video models, among them Veo 3.1, Kling 3.0, Runway Gen-4.5, Seedance 2.0 and Wan, through one predictions API with Python and JavaScript clients and an MCP server.",
      "url": "https://www.anchorterminal.com/tools/replicate-video",
      "markdownUrl": "https://www.anchorterminal.com/tools/replicate-video.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/replicate-video.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/replicate-video.json",
      "repo": "https://github.com/replicate/replicate-python",
      "license": "Proprietary service under Replicate's terms of service. The Python and JavaScript clients and `replicate-mcp` are Apache-2.0, and each model carries its own licence",
      "transports": [
        "http",
        "sse",
        "stdio"
      ],
      "remoteUrl": "https://api.replicate.com/v1",
      "packages": [
        {
          "registry": "npm",
          "name": "replicate"
        },
        {
          "registry": "pypi",
          "name": "replicate"
        },
        {
          "registry": "npm",
          "name": "replicate-mcp"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve. A person signs up in a browser and creates a bearer API token (40 characters, prefix `r8_`) at replicate.com/account/api-tokens. An account can hold several named tokens and disable any of them. Tokens have no scopes or expiry. The hosted MCP server at https://mcp.replicate.com/sse takes the token in a browser flow, and the local `replicate-mcp` package reads `REPLICATE_API_TOKEN`.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go from prepaid credit (valid one year, not refundable) or monthly in arrears. Official video models bill per second of output video, with tiers by resolution, mode and audio shown on each model page. Community models bill per second of hardware time. Failed runs aren't charged, and a cancelled official-model run may be. The try-for-free collection lets a new account run `minimax/video-01` a limited number of times before buying credit (https://replicate.com/collections/try-for-free).",
      "priceSummary": "Pay per use",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the HTTP API reference or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 917,
        "npmWeekly": 704939,
        "pypiWeekly": 356876,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://replicate.com/docs",
      "llmsTxt": "https://replicate.com/docs/llms.txt",
      "openapi": "https://api.replicate.com/openapi.json",
      "capabilities": [
        "video.generate",
        "video.image-to-video",
        "video.audio",
        "video.edit",
        "video.extend"
      ],
      "tags": [
        "hosted",
        "model-platform",
        "mcp",
        "llms-txt",
        "openapi",
        "python",
        "typescript",
        "async-jobs",
        "webhooks",
        "open-weights",
        "status-page"
      ],
      "lastRelease": "2026-09-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.1,
        "grade": "B",
        "agentReady": false,
        "rank": 402,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 48,
          "payments": 30,
          "reliability": 75,
          "schema": 86,
          "security": 41,
          "transparency": 72
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "One bearer token reaches more than twenty official video models at published per-second prices, each with a typed input schema, and failed runs aren't charged. Tokens have no scopes or spend cap, no SLA is published, and the terms let Replicate withdraw any model without notice.",
        "bestFor": "An agent that wants several vendors' video models behind one token and one request shape, or open models such as Wan next to closed ones.",
        "strengths": [
          "Official video models bill per second of output at prices shown on each model page, from $0.10 for Wan 2.7 to $0.40 for Veo 3.1 with audio",
          "Every model publishes a typed input schema, and the four we read require only `prompt`",
          "Failed runs aren't charged, and a `Cancel-After` header ends a job after a set time",
          "API inputs, outputs, files and logs are deleted after one hour by default",
          "Public OpenAPI document with 36 operations, llms.txt and Markdown docs pages"
        ],
        "weaknesses": [
          "Tokens have no scopes, expiry or spend cap, and any token can run every model and delete account resources",
          "No SLA is published and the terms disclaim service levels. Replicate may withdraw a model without notice",
          "No idempotency key on prediction creates, and a 429 carries a wait time in the body with no `Retry-After` header documented",
          "The public changelog's newest entry is 21 April 2026, and the stable npm and PyPI clients date from November and May 2025",
          "No security.txt, and no certification is named on the pages we read"
        ],
        "agentNotes": [
          "Call official models at `POST /v1/models/{owner}/{name}/predictions` with no version, then poll `GET /v1/predictions/{id}` or pass `webhook`. Video jobs usually outlast the 60-second `Prefer: wait` window",
          "Download the output file within the hour. API predictions lose inputs, outputs and logs after 60 minutes",
          "Read the model's price tiers before setting `resolution`, `mode` or `generate_audio`. Kling 3.0 runs from $0.168 to $0.42 a second and Veo 3.1 doubles with audio",
          "Send `Cancel-After` on every create. There is no idempotency key, so a blind retry is a second paid video",
          "Keep credit above $20 or enable auto-reload. Low balances are throttled, and granted credit with no card is held to 6 requests a minute"
        ],
        "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": 62.1
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 48,
          "payments": 30,
          "reliability": 75,
          "schema": 86,
          "security": 41,
          "transparency": 56
        },
        "provenanceScore": 87
      },
      "connect": {
        "http": "curl -X POST https://api.replicate.com/v1/models/google/veo-3.1/predictions \\\n  -H \"Authorization: Bearer $REPLICATE_API_TOKEN\" -H \"Content-Type: application/json\" \\\n  -d '{\"input\":{\"prompt\":\"a red fox running through fresh snow\",\"duration\":4,\"resolution\":\"720p\"}}'",
        "claudeCode": "claude mcp add replicate https://mcp.replicate.com/sse --transport sse --scope user",
        "config": {
          "mcpServers": {
            "replicate": {
              "args": [
                "-y",
                "replicate-mcp@latest"
              ],
              "command": "npx",
              "env": {
                "REPLICATE_API_TOKEN": "${REPLICATE_API_TOKEN}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/video.generate",
        "tool": "https://letme.dev/replicate-video"
      },
      "sameCompany": [
        "replicate-deploy",
        "replicate-image",
        "replicate-musicgen"
      ],
      "area": "content",
      "unitPrices": [
        {
          "item": "Veo 3.1 with audio",
          "unit": "video-second",
          "usd": 0.4,
          "note": "$0.20 without audio"
        },
        {
          "item": "Veo 3.1 Fast with audio",
          "unit": "video-second",
          "usd": 0.15,
          "note": "$0.10 without audio"
        },
        {
          "item": "Kling 3.0 pro (1080p)",
          "unit": "video-second",
          "usd": 0.224,
          "note": "$0.336 with audio, standard 720p $0.168, 4K $0.42"
        },
        {
          "item": "Runway Gen-4.5",
          "unit": "video-second",
          "usd": 0.12
        },
        {
          "item": "Seedance 2.0 720p",
          "unit": "video-second",
          "usd": 0.18,
          "note": "without video input. 480p $0.08, 1080p $0.45, 4K $1.00, more with video input"
        },
        {
          "item": "Wan 2.7 text-to-video",
          "unit": "video-second",
          "usd": 0.1
        },
        {
          "item": "Wan 3.0 1080p",
          "unit": "video-second",
          "usd": 0.1,
          "note": "billing table on 8 October 2026 during a promotion. README lists $0.20"
        },
        {
          "item": "Hailuo 2.3 768p",
          "unit": "video-second",
          "usd": 0.0467,
          "note": "$0.28 per 6-second video, $0.56 for 10 seconds, $0.49 for 6 seconds at 1080p"
        }
      ],
      "provenance": {
        "legalEntity": "Replicate, LLC",
        "domain": "replicate.com",
        "domainRegistered": "1998-05-26",
        "domainNote": "replicate.com was registered in 1998, long before Replicate the company existed.",
        "endpointOnVendorDomain": true,
        "terms": "https://replicate.com/terms",
        "privacy": "https://replicate.com/privacy",
        "statusPage": "https://replicatestatus.com",
        "changelog": "https://replicate.com/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The terms of service (last update 1 April 2026) name Replicate, LLC, 101 Townsend St, San Francisco, as the contracting party and govern use of the API and the models.",
          "The privacy policy was last updated on 1 April 2026.",
          "replicatestatus.com redirects to https://www.cloudflarestatus.com/services?search=replicate, where Replicate is one component of Cloudflare's status page.",
          "https://replicate.com/.well-known/security.txt returned 404 on 8 October 2026.",
          "RDAP gives a registration date of 1998-05-26 for replicate.com.",
          "Replicate's image and music models and its deployments are listed separately."
        ],
        "score": 87
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/replicate-video.json",
      "live": {
        "slug": "replicate-video",
        "probe": {
          "target": "https://api.replicate.com/v1",
          "method": "get",
          "lastAt": "2026-10-09T11:46:38.810659165Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 96,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 246,
          "p95ms24h": 279,
          "samples24h": 44,
          "samples30d": 44,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 44,
              "ok": 44
            }
          ]
        },
        "updatedAt": "2026-10-09T11:46:38.810659165Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "Model platform",
        "name": "Kind"
      },
      {
        "a": "Higgsfield Inc.",
        "b": "Replicate (Cloudflare)",
        "name": "Vendor"
      },
      {
        "a": "https://api.higgsfield.ai",
        "b": "https://api.replicate.com/v1",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP, SSE (legacy), stdio",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under the Higgsfield API Terms of Service. The Python SDK repository is Apache-2.0 and the TypeScript SDK is MIT on npm",
        "b": "Proprietary service under Replicate's terms of service. The Python and JavaScript clients and `replicate-mcp` are Apache-2.0, and each model carries its own licence",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-17",
        "b": "2026-09-15",
        "name": "Last release"
      },
      {
        "a": "2026-09-02",
        "b": "2026-04-01",
        "name": "Terms last updated"
      },
      {
        "a": "2026-07-26",
        "b": "2026-04-01",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "126 stars, 197k npm/wk, 28k PyPI/wk",
        "b": "917 stars, 705k npm/wk, 357k PyPI/wk",
        "name": "Popularity"
      }
    ],
    "faq": [
      {
        "answer": "Higgsfield API scores 63.5 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 4 of 7 scored categories. Replicate video models leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust.",
        "question": "Which is better for AI agents, Higgsfield API or Replicate video models?"
      },
      {
        "answer": "Yes. Higgsfield API has a hosted endpoint at https://api.higgsfield.ai and Replicate video models at https://api.replicate.com/v1.",
        "question": "Can an agent call Higgsfield API and Replicate video models without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 85 against 75",
          "Agent ergonomics, 77 against 72",
          "Security \u0026 auth, 48 against 41",
          "Maintenance \u0026 community, 75 against 48"
        ],
        "also": null,
        "goodFor": "An agent that wants several vendors' video models behind one key, one request lifecycle and safe retries, at published per-second prices.",
        "slug": "higgsfield",
        "watchFor": "API inputs and outputs can train Higgsfield's models by default. The opt-out is a workspace setting, processed within 10 business days"
      },
      {
        "aheadOn": [
          "Schema \u0026 documentation, 86 against 69",
          "Payments \u0026 pricing, 30 against 20",
          "Transparency \u0026 trust, 72 against 61"
        ],
        "also": [
          "Runs on your own machine"
        ],
        "goodFor": "An agent that wants several vendors' video models behind one token and one request shape, or open models such as Wan next to closed ones.",
        "slug": "replicate-video",
        "watchFor": "Tokens have no scopes, expiry or spend cap, and any token can run every model and delete account resources"
      }
    ],
    "job": {
      "capability": "video.generate",
      "name": "Video generate"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/alibaba-wan-vs-higgsfield.json",
        "title": "Alibaba Wan (Model Studio) vs Higgsfield API",
        "url": "https://www.anchorterminal.com/compare/alibaba-wan-vs-higgsfield"
      },
      {
        "json": "https://www.anchorterminal.com/compare/alibaba-wan-vs-replicate-video.json",
        "title": "Alibaba Wan (Model Studio) vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/alibaba-wan-vs-replicate-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fal-video-vs-higgsfield.json",
        "title": "fal video models vs Higgsfield API",
        "url": "https://www.anchorterminal.com/compare/fal-video-vs-higgsfield"
      },
      {
        "json": "https://www.anchorterminal.com/compare/fal-video-vs-replicate-video.json",
        "title": "fal video models vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/fal-video-vs-replicate-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/google-veo-vs-higgsfield.json",
        "title": "Google Veo vs Higgsfield API",
        "url": "https://www.anchorterminal.com/compare/google-veo-vs-higgsfield"
      },
      {
        "json": "https://www.anchorterminal.com/compare/google-veo-vs-replicate-video.json",
        "title": "Google Veo vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/google-veo-vs-replicate-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/higgsfield-vs-kling.json",
        "title": "Higgsfield API vs Kling AI API",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-kling"
      },
      {
        "json": "https://www.anchorterminal.com/compare/higgsfield-vs-luma.json",
        "title": "Higgsfield API vs Luma AI API",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-luma"
      },
      {
        "json": "https://www.anchorterminal.com/compare/higgsfield-vs-minimax-video.json",
        "title": "Higgsfield API vs MiniMax Video API",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-minimax-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/higgsfield-vs-openai-sora.json",
        "title": "Higgsfield API vs OpenAI Sora API",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-openai-sora"
      },
      {
        "json": "https://www.anchorterminal.com/compare/higgsfield-vs-pika.json",
        "title": "Higgsfield API vs Pika API",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-pika"
      },
      {
        "json": "https://www.anchorterminal.com/compare/higgsfield-vs-pixverse.json",
        "title": "Higgsfield API vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-pixverse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/higgsfield-vs-runway.json",
        "title": "Higgsfield API vs Runway API",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-runway"
      },
      {
        "json": "https://www.anchorterminal.com/compare/higgsfield-vs-vidu.json",
        "title": "Higgsfield API vs Vidu API",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-vidu"
      },
      {
        "json": "https://www.anchorterminal.com/compare/kling-vs-replicate-video.json",
        "title": "Kling AI API vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/kling-vs-replicate-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/luma-vs-replicate-video.json",
        "title": "Luma AI API vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/luma-vs-replicate-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-video-vs-replicate-video.json",
        "title": "MiniMax Video API vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/minimax-video-vs-replicate-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-sora-vs-replicate-video.json",
        "title": "OpenAI Sora API vs Replicate video models",
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      {
        "json": "https://www.anchorterminal.com/compare/pika-vs-replicate-video.json",
        "title": "Pika API vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/pika-vs-replicate-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pixverse-vs-replicate-video.json",
        "title": "PixVerse API vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/pixverse-vs-replicate-video"
      },
      {
        "json": "https://www.anchorterminal.com/compare/replicate-video-vs-runway.json",
        "title": "Replicate video models vs Runway API",
        "url": "https://www.anchorterminal.com/compare/replicate-video-vs-runway"
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      {
        "json": "https://www.anchorterminal.com/compare/replicate-video-vs-vidu.json",
        "title": "Replicate video models vs Vidu API",
        "url": "https://www.anchorterminal.com/compare/replicate-video-vs-vidu"
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    "scores": [
      {
        "by": 10,
        "edge": "higgsfield",
        "higgsfield": 85,
        "key": "reliability",
        "name": "Reliability",
        "replicate-video": 75,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 17,
        "edge": "replicate-video",
        "higgsfield": 69,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "replicate-video": 86,
        "weight": 13
      },
      {
        "by": 5,
        "edge": "higgsfield",
        "higgsfield": 77,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "replicate-video": 72,
        "weight": 13
      },
      {
        "by": 7,
        "edge": "higgsfield",
        "higgsfield": 48,
        "key": "security",
        "name": "Security \u0026 auth",
        "replicate-video": 41,
        "weight": 14
      },
      {
        "by": 10,
        "edge": "replicate-video",
        "higgsfield": 20,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "replicate-video": 30,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 27,
        "edge": "higgsfield",
        "higgsfield": 75,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "replicate-video": 48,
        "weight": 7
      },
      {
        "by": 11,
        "edge": "replicate-video",
        "higgsfield": 61,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "replicate-video": 72,
        "weight": 7
      }
    ],
    "summary": "Higgsfield API scores 63.5 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 4 of 7 scored categories. Replicate video models leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust. Both do video generate.",
    "verdicts": {
      "higgsfield": "One asynchronous API for 67 video and 17 image catalogue entries, with idempotency keys, per-second list prices public without a login, and failed or moderated jobs not charged. API inputs and outputs train Higgsfield's models unless the workspace opts out, and the docs carry no changelog. The API returns 400 at the concurrency limit, with no Retry-After.",
      "replicate-video": "One bearer token reaches more than twenty official video models at published per-second prices, each with a typed input schema, and failed runs aren't charged. Tokens have no scopes or spend cap, no SLA is published, and the terms let Replicate withdraw any model without notice."
    }
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  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/higgsfield-vs-replicate-video",
    "json": "https://www.anchorterminal.com/compare/higgsfield-vs-replicate-video.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/higgsfield-vs-replicate-video.md",
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  "markdown": "Higgsfield API scores 63.5 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 4 of 7 scored categories. Replicate video models leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust. Both do video generate.\n\n- Higgsfield API: grade B, 63.5/100, rank #356 of 842. Markdown https://www.anchorterminal.com/tools/higgsfield.md · JSON https://www.anchorterminal.com/api/v1/tools/higgsfield.json\n- Replicate video models: grade B, 62.1/100, rank #402 of 842. Markdown https://www.anchorterminal.com/tools/replicate-video.md · JSON https://www.anchorterminal.com/api/v1/tools/replicate-video.json\n\n## Which one, for what\n\n### Higgsfield API (B)\n\nGood for: An agent that wants several vendors' video models behind one key, one request lifecycle and safe retries, at published per-second prices.\n\nAhead on:\n- Reliability, 85 against 75\n- Agent ergonomics, 77 against 72\n- Security \u0026 auth, 48 against 41\n- Maintenance \u0026 community, 75 against 48\n\nWatch for: API inputs and outputs can train Higgsfield's models by default. The opt-out is a workspace setting, processed within 10 business days\n\n### Replicate video models (B)\n\nGood for: An agent that wants several vendors' video models behind one token and one request shape, or open models such as Wan next to closed ones.\n\nAhead on:\n- Schema \u0026 documentation, 86 against 69\n- Payments \u0026 pricing, 30 against 20\n- Transparency \u0026 trust, 72 against 61\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: Tokens have no scopes, expiry or spend cap, and any token can run every model and delete account resources\n\n\n## Score by category\n\n| Category | Weight | Higgsfield API | Replicate video models | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 85 | 75 | Higgsfield API +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 69 | 86 | Replicate video models +17 |\n| Agent ergonomics | 13% (16.2 this run) | 77 | 72 | Higgsfield API +5 |\n| Security \u0026 auth | 14% (17.5 this run) | 48 | 41 | Higgsfield API +7 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 30 | Replicate video models +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 75 | 48 | Higgsfield API +27 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 72 | Replicate video models +11 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63.5 · B** | **62.1 · B** | |\n\n## Facts side by side\n\n| Fact | Higgsfield API | Replicate video models |\n| --- | --- | --- |\n| Kind | HTTP API | Model platform |\n| Vendor | Higgsfield Inc. | Replicate (Cloudflare) |\n| Hosted endpoint | `https://api.higgsfield.ai` | `https://api.replicate.com/v1` |\n| Transports | HTTP | HTTP, SSE (legacy), stdio |\n| Auth | API key | API key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary service under the Higgsfield API Terms of Service. The Python SDK repository is Apache-2.0 and the TypeScript SDK is MIT on npm | Proprietary service under Replicate's terms of service. The Python and JavaScript clients and `replicate-mcp` are Apache-2.0, and each model carries its own licence |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-17 | 2026-09-15 |\n| Terms last updated | 2026-09-02 | 2026-04-01 |\n| Privacy policy last updated | 2026-07-26 | 2026-04-01 |\n| Customer content may train models | yes, with an opt-out | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | yes | yes |\n| Popularity | 126 stars, 197k npm/wk, 28k PyPI/wk | 917 stars, 705k npm/wk, 357k PyPI/wk |\n\n## Verdicts\n\n**Higgsfield API.** One asynchronous API for 67 video and 17 image catalogue entries, with idempotency keys, per-second list prices public without a login, and failed or moderated jobs not charged. API inputs and outputs train Higgsfield's models unless the workspace opts out, and the docs carry no changelog. The API returns 400 at the concurrency limit, with no Retry-After.\n\n**Replicate video models.** One bearer token reaches more than twenty official video models at published per-second prices, each with a typed input schema, and failed runs aren't charged. Tokens have no scopes or spend cap, no SLA is published, and the terms let Replicate withdraw any model without notice.\n\n## Before you call either\n\n### Higgsfield API\n\n1. Send `Authorization: Key \u003ckey_id\u003e:\u003ckey_secret\u003e` to https://api.higgsfield.ai. A Bearer token is rejected\n2. Send a fresh `Idempotency-Key` with every generation. After a timeout or 5xx, repeat the same request with the same key, then read `status_url`\n3. Treat a 400 whose `detail` mentions concurrent requests as a limit, not a bad request. Wait for a running job to finish before submitting more\n4. Poll `status_url` from 2 seconds up to 10 with jitter, and stop on `completed`, `failed`, `nsfw` or `canceled`\n5. Download output within seven days. Media files may be deleted after that\n6. Read the model's own docs page for its schema. The OpenAPI file lists only a few models\n\n### Replicate video models\n\n1. Call official models at `POST /v1/models/{owner}/{name}/predictions` with no version, then poll `GET /v1/predictions/{id}` or pass `webhook`. Video jobs usually outlast the 60-second `Prefer: wait` window\n2. Download the output file within the hour. API predictions lose inputs, outputs and logs after 60 minutes\n3. Read the model's price tiers before setting `resolution`, `mode` or `generate_audio`. Kling 3.0 runs from $0.168 to $0.42 a second and Veo 3.1 doubles with audio\n4. Send `Cancel-After` on every create. There is no idempotency key, so a blind retry is a second paid video\n5. Keep credit above $20 or enable auto-reload. Low balances are throttled, and granted credit with no card is held to 6 requests a minute\n\n## Questions\n\n### Which is better for AI agents, Higgsfield API or Replicate video models?\n\nHiggsfield API scores 63.5 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 4 of 7 scored categories. Replicate video models leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust.\n\n### Can an agent call Higgsfield API and Replicate video models without installing anything?\n\nYes. Higgsfield API has a hosted endpoint at https://api.higgsfield.ai and Replicate video models at https://api.replicate.com/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/higgsfield-vs-replicate-video.json, and with the fewest tokens: https://www.anchorterminal.com/compare/higgsfield-vs-replicate-video.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"higgsfield\", \"b\": \"replicate-video\"}`. From a terminal: `anchor compare higgsfield replicate-video`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/higgsfield.json and https://www.anchorterminal.com/api/v1/tools/replicate-video.json\n\n## Other comparisons with Higgsfield API or Replicate video models\n\n- [Alibaba Wan (Model Studio) vs Higgsfield API](https://www.anchorterminal.com/compare/alibaba-wan-vs-higgsfield.md)\n- [Alibaba Wan (Model Studio) vs Replicate video models](https://www.anchorterminal.com/compare/alibaba-wan-vs-replicate-video.md)\n- [fal video models vs Higgsfield API](https://www.anchorterminal.com/compare/fal-video-vs-higgsfield.md)\n- [fal video models vs Replicate video models](https://www.anchorterminal.com/compare/fal-video-vs-replicate-video.md)\n- [Google Veo vs Higgsfield API](https://www.anchorterminal.com/compare/google-veo-vs-higgsfield.md)\n- [Google Veo vs Replicate video models](https://www.anchorterminal.com/compare/google-veo-vs-replicate-video.md)\n- [Higgsfield API vs Kling AI API](https://www.anchorterminal.com/compare/higgsfield-vs-kling.md)\n- [Higgsfield API vs Luma AI API](https://www.anchorterminal.com/compare/higgsfield-vs-luma.md)\n- [Higgsfield API vs MiniMax Video API](https://www.anchorterminal.com/compare/higgsfield-vs-minimax-video.md)\n- [Higgsfield API vs OpenAI Sora API](https://www.anchorterminal.com/compare/higgsfield-vs-openai-sora.md)\n- [Higgsfield API vs Pika API](https://www.anchorterminal.com/compare/higgsfield-vs-pika.md)\n- [Higgsfield API vs PixVerse API](https://www.anchorterminal.com/compare/higgsfield-vs-pixverse.md)\n- [Higgsfield API vs Runway API](https://www.anchorterminal.com/compare/higgsfield-vs-runway.md)\n- [Higgsfield API vs Vidu API](https://www.anchorterminal.com/compare/higgsfield-vs-vidu.md)\n- [Kling AI API vs Replicate video models](https://www.anchorterminal.com/compare/kling-vs-replicate-video.md)\n- [Luma AI API vs Replicate video models](https://www.anchorterminal.com/compare/luma-vs-replicate-video.md)\n- [MiniMax Video API vs Replicate video models](https://www.anchorterminal.com/compare/minimax-video-vs-replicate-video.md)\n- [OpenAI Sora API vs Replicate video models](https://www.anchorterminal.com/compare/openai-sora-vs-replicate-video.md)\n- [Pika API vs Replicate video models](https://www.anchorterminal.com/compare/pika-vs-replicate-video.md)\n- [PixVerse API vs Replicate video models](https://www.anchorterminal.com/compare/pixverse-vs-replicate-video.md)\n- [Replicate video models vs Runway API](https://www.anchorterminal.com/compare/replicate-video-vs-runway.md)\n- [Replicate video models vs Vidu API](https://www.anchorterminal.com/compare/replicate-video-vs-vidu.md)\n",
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    "description": "Higgsfield API scores 63.5 (B) on agent readiness against Replicate video models's 62.1 (B), and leads in 4 of 7 scored categories. Replicate video models leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust. Both do video generate. Category scores…",
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