{
  "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 PixVerse API's 42.4 (E), and leads in every scored category.",
    "b": {
      "slug": "pixverse",
      "name": "PixVerse API",
      "vendor": "PixVerse",
      "vendorUrl": "https://pixverse.ai",
      "kind": "model",
      "category": "video-generation",
      "summary": "The PixVerse Platform API for PixVerse's own video models (C1, V6, V5.6 and older).",
      "url": "https://www.anchorterminal.com/tools/pixverse",
      "markdownUrl": "https://www.anchorterminal.com/tools/pixverse.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/pixverse.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/pixverse.json",
      "repo": "https://github.com/PixVerseAI/PixVerse-MCP",
      "transports": [
        "http",
        "stdio"
      ],
      "remoteUrl": "https://app-api.pixverse.ai/openapi/v2",
      "packages": [
        {
          "registry": "pypi",
          "name": "pixverse-mcp"
        }
      ],
      "auth": "api-key",
      "authNotes": "Key from platform.pixverse.ai sent in an API-KEY header, plus a fresh UUID in an Ai-trace-id header on every request. Reusing a trace id returns the earlier job instead of a new video.",
      "pricing": "usage",
      "pricingNotes": "API credits via monthly plans or credit purchases, separate from the PixVerse web app. The docs peg $1 at five V6 720p 5 second clips without audio, about $0.04 a second. V6 is 5 to 18 credits a second from 360p to 1080p without audio and 7 to 23 with audio. C1 is 6 to 19 without audio and 8 to 24 with. Sound effects 2 credits a second, lip sync 4. Third-party reviews list Essential at $100 a month for 22,250 credits, not confirmed on the JS-only billing page (https://docs.platform.pixverse.ai/pricing-796039m0).",
      "priceSummary": "Pay per use",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402 in the platform docs or llms.txt (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.platform.pixverse.ai",
      "rateLimitsUrl": "https://docs.platform.pixverse.ai/rate-limit-796040m0",
      "llmsTxt": "https://docs.platform.pixverse.ai/llms.txt",
      "capabilities": [
        "video.generate",
        "video.image-to-video",
        "video.edit",
        "video.audio",
        "video.extend"
      ],
      "tags": [
        "official",
        "hosted",
        "closed-source",
        "card-required",
        "llms-txt",
        "async-jobs",
        "webhooks",
        "mcp",
        "python"
      ],
      "lastRelease": "2026-09-24",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 42.4,
        "grade": "E",
        "agentReady": false,
        "rank": 791,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 10,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 52,
          "payments": 10,
          "reliability": 35,
          "schema": 58,
          "security": 28,
          "transparency": 45
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "V6 at about $0.04 a second at 720p, with audio and clips up to 15 seconds. Plan prices and the dollar value of a credit sit on a JavaScript-only billing page.",
        "bestFor": "Agents doing many short edits (restyle, swap, lip sync, sound effects) on a budget.",
        "strengths": [
          "V6 at about $0.04 a second at 720p, with audio and clips up to 15 seconds",
          "Extend, restyle, swap, modify, lip sync and sound-effect endpoints",
          "Credits refunded on failure, moderation, or no result after 2 hours",
          "Webhooks, llms.txt and a changelog with five dated entries since July 2026",
          "Concurrency per plan published, from 3 on Free to 25 on Business"
        ],
        "weaknesses": [
          "Plan prices and the dollar value of a credit sit on a JavaScript-only billing page",
          "Ai-trace-id is mandatory, and a reused one returns the old job",
          "Repeated moderation failures can suspend the account",
          "No OpenAPI file, SDK or status page, and the MCP server hasn't shipped since October 2025"
        ],
        "agentNotes": [
          "Generate a new UUID for Ai-trace-id on every new submit. Reuse it only to fetch the same job again",
          "Poll the result endpoint. Status 1 is done, 5 generating, 7 moderation failure, 8 failed",
          "Moderate prompts before calling. Repeated status 7 results can suspend the key",
          "Use model v6 or c1 for new work. Older model tables still sit in the docs"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 42.4
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 52,
          "payments": 10,
          "reliability": 35,
          "schema": 58,
          "security": 28,
          "transparency": 25
        },
        "provenanceScore": 65
      },
      "connect": {
        "http": "curl -X POST https://app-api.pixverse.ai/openapi/v2/video/text/generate \\\n  -H \"API-KEY: $PIXVERSE_API_KEY\" -H \"Ai-trace-id: $(uuidgen)\" -H \"Content-Type: application/json\" \\\n  -d '{\"model\":\"v6\",\"prompt\":\"a lighthouse in a storm, waves crashing\",\"aspect_ratio\":\"16:9\",\"duration\":5,\"quality\":\"720p\"}'",
        "config": {
          "mcpServers": {
            "PixVerse": {
              "args": [
                "pixverse-mcp"
              ],
              "command": "uvx",
              "env": {
                "PIXVERSE_API_KEY": "${PIXVERSE_API_KEY}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/video.generate",
        "tool": "https://letme.dev/pixverse"
      },
      "area": "content",
      "unitPrices": [
        {
          "item": "V6 720p, no audio",
          "unit": "video-second",
          "usd": 0.04,
          "note": "9 credits a second. Derived from the docs' $1 = five 5 second V6 720p clips"
        }
      ],
      "provenance": {
        "legalEntity": "MOTIVAI PRIVATE LIMITED",
        "domain": "pixverse.ai",
        "domainRegistered": "2023-10-20",
        "endpointOnVendorDomain": true,
        "terms": "https://pixverse.ai/en/pixverse-platform-terms-of-service",
        "privacy": "https://pixverse.ai/en/privacy-policy",
        "statusPage": "",
        "changelog": "https://docs.platform.pixverse.ai/changelogs-906383m0",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "AIVORA PTE. LTD. (Singapore) is named as an affiliate that may also provide the platform"
        ],
        "score": 65
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/pixverse.json",
      "live": {
        "slug": "pixverse",
        "probe": {
          "target": "https://app-api.pixverse.ai/openapi/v2",
          "method": "get",
          "lastAt": "2026-10-09T11:46:37.193187335Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 186,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 181,
          "p95ms24h": 268,
          "samples24h": 259,
          "samples30d": 2311,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 125,
              "ok": 125
            }
          ]
        },
        "versions": [
          {
            "registry": "pypi",
            "name": "pixverse-mcp",
            "version": "0.2.2",
            "released": "2025-10-21",
            "seenAt": "2026-10-08T16:25:26.359108239Z"
          }
        ],
        "githubStars": 52,
        "pypiWeekly": 89,
        "securityTxt": {
          "url": "https://pixverse.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:39:00.141072054Z"
        },
        "llmsTxt": {
          "url": "https://docs.platform.pixverse.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-08T14:00:45.814530195Z"
        },
        "domain": {
          "domain": "pixverse.ai",
          "registered": "2023-10-20",
          "source": "https://rdap.identitydigital.services/rdap/domain/pixverse.ai",
          "checkedAt": "2026-10-04T13:08:51.481099434Z"
        },
        "pages": [
          {
            "url": "https://docs.platform.pixverse.ai/changelogs-906383m0",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:19:14.755174379Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "29c5e8ab5032"
          },
          {
            "url": "https://docs.platform.pixverse.ai/pricing-796039m0",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:19:16.847081278Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "95442af7454c"
          },
          {
            "url": "https://pixverse.ai/en/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:23:01.306378911Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d64118179cd5"
          },
          {
            "url": "https://pixverse.ai/en/pixverse-platform-terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:22:59.244416692Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "772e328f0acb"
          }
        ],
        "updatedAt": "2026-10-09T11:46:37.193187335Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "Higgsfield Inc.",
        "b": "PixVerse",
        "name": "Vendor"
      },
      {
        "a": "https://api.higgsfield.ai",
        "b": "https://app-api.pixverse.ai/openapi/v2",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP, 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": "none",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-17",
        "b": "2026-09-24",
        "name": "Last release"
      },
      {
        "a": "2026-09-02",
        "b": "2026-09-04",
        "name": "Terms last updated"
      },
      {
        "a": "2026-07-26",
        "b": "2026-05-07",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "yes, with an opt-out",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "126 stars, 197k npm/wk, 28k PyPI/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Higgsfield API scores 63.5 (B) on agent readiness against PixVerse API's 42.4 (E), and leads in every scored category.",
        "question": "Which is better for AI agents, Higgsfield API or PixVerse API?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do Higgsfield API and PixVerse API need an API key?"
      },
      {
        "answer": "Yes. Higgsfield API has a hosted endpoint at https://api.higgsfield.ai and PixVerse API at https://app-api.pixverse.ai/openapi/v2.",
        "question": "Can an agent call Higgsfield API and PixVerse API without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 85 against 35",
          "Schema \u0026 documentation, 69 against 58",
          "Agent ergonomics, 77 against 70",
          "Security \u0026 auth, 48 against 28",
          "Payments \u0026 pricing, 20 against 10",
          "Maintenance \u0026 community, 75 against 52",
          "Transparency \u0026 trust, 61 against 45"
        ],
        "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": null,
        "also": [
          "Runs on your own machine"
        ],
        "goodFor": "Agents doing many short edits (restyle, swap, lip sync, sound effects) on a budget.",
        "slug": "pixverse",
        "watchFor": "Plan prices and the dollar value of a credit sit on a JavaScript-only billing page"
      }
    ],
    "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-pixverse.json",
        "title": "Alibaba Wan (Model Studio) vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/alibaba-wan-vs-pixverse"
      },
      {
        "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-pixverse.json",
        "title": "fal video models vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/fal-video-vs-pixverse"
      },
      {
        "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-pixverse.json",
        "title": "Google Veo vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/google-veo-vs-pixverse"
      },
      {
        "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-replicate-video.json",
        "title": "Higgsfield API vs Replicate video models",
        "url": "https://www.anchorterminal.com/compare/higgsfield-vs-replicate-video"
      },
      {
        "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-pixverse.json",
        "title": "Kling AI API vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/kling-vs-pixverse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/luma-vs-pixverse.json",
        "title": "Luma AI API vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/luma-vs-pixverse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/minimax-video-vs-pixverse.json",
        "title": "MiniMax Video API vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/minimax-video-vs-pixverse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/openai-sora-vs-pixverse.json",
        "title": "OpenAI Sora API vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/openai-sora-vs-pixverse"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pika-vs-pixverse.json",
        "title": "Pika API vs PixVerse API",
        "url": "https://www.anchorterminal.com/compare/pika-vs-pixverse"
      },
      {
        "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/pixverse-vs-runway.json",
        "title": "PixVerse API vs Runway API",
        "url": "https://www.anchorterminal.com/compare/pixverse-vs-runway"
      },
      {
        "json": "https://www.anchorterminal.com/compare/pixverse-vs-vidu.json",
        "title": "PixVerse API vs Vidu API",
        "url": "https://www.anchorterminal.com/compare/pixverse-vs-vidu"
      }
    ],
    "scores": [
      {
        "by": 50,
        "edge": "higgsfield",
        "higgsfield": 85,
        "key": "reliability",
        "name": "Reliability",
        "pixverse": 35,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 11,
        "edge": "higgsfield",
        "higgsfield": 69,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "pixverse": 58,
        "weight": 13
      },
      {
        "by": 7,
        "edge": "higgsfield",
        "higgsfield": 77,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "pixverse": 70,
        "weight": 13
      },
      {
        "by": 20,
        "edge": "higgsfield",
        "higgsfield": 48,
        "key": "security",
        "name": "Security \u0026 auth",
        "pixverse": 28,
        "weight": 14
      },
      {
        "by": 10,
        "edge": "higgsfield",
        "higgsfield": 20,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "pixverse": 10,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 23,
        "edge": "higgsfield",
        "higgsfield": 75,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "pixverse": 52,
        "weight": 7
      },
      {
        "by": 16,
        "edge": "higgsfield",
        "higgsfield": 61,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "pixverse": 45,
        "weight": 7
      }
    ],
    "summary": "Higgsfield API scores 63.5 (B) on agent readiness against PixVerse API's 42.4 (E), and leads in every scored category. 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.",
      "pixverse": "V6 at about $0.04 a second at 720p, with audio and clips up to 15 seconds. Plan prices and the dollar value of a credit sit on a JavaScript-only billing page."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/higgsfield-vs-pixverse",
    "json": "https://www.anchorterminal.com/compare/higgsfield-vs-pixverse.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/higgsfield-vs-pixverse.md",
    "slim": "https://www.anchorterminal.com/compare/higgsfield-vs-pixverse.min.md"
  },
  "markdown": "Higgsfield API scores 63.5 (B) on agent readiness against PixVerse API's 42.4 (E), and leads in every scored category. 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- PixVerse API: grade E, 42.4/100, rank #791 of 842. Markdown https://www.anchorterminal.com/tools/pixverse.md · JSON https://www.anchorterminal.com/api/v1/tools/pixverse.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 35\n- Schema \u0026 documentation, 69 against 58\n- Agent ergonomics, 77 against 70\n- Security \u0026 auth, 48 against 28\n- Payments \u0026 pricing, 20 against 10\n- Maintenance \u0026 community, 75 against 52\n- Transparency \u0026 trust, 61 against 45\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### PixVerse API (E)\n\nGood for: Agents doing many short edits (restyle, swap, lip sync, sound effects) on a budget.\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: Plan prices and the dollar value of a credit sit on a JavaScript-only billing page\n\n\n## Score by category\n\n| Category | Weight | Higgsfield API | PixVerse API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 85 | 35 | Higgsfield API +50 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 69 | 58 | Higgsfield API +11 |\n| Agent ergonomics | 13% (16.2 this run) | 77 | 70 | Higgsfield API +7 |\n| Security \u0026 auth | 14% (17.5 this run) | 48 | 28 | Higgsfield API +20 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 10 | Higgsfield API +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 75 | 52 | Higgsfield API +23 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 45 | Higgsfield API +16 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63.5 · B** | **42.4 · E** | |\n\n## Facts side by side\n\n| Fact | Higgsfield API | PixVerse API |\n| --- | --- | --- |\n| Kind | HTTP API | Model API |\n| Vendor | Higgsfield Inc. | PixVerse |\n| Hosted endpoint | `https://api.higgsfield.ai` | `https://app-api.pixverse.ai/openapi/v2` |\n| Transports | HTTP | HTTP, 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 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-17 | 2026-09-24 |\n| Terms last updated | 2026-09-02 | 2026-09-04 |\n| Privacy policy last updated | 2026-07-26 | 2026-05-07 |\n| Customer content may train models | yes, with an opt-out | yes, with an opt-out |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | yes | yes |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | yes | not found in the text |\n| Popularity | 126 stars, 197k npm/wk, 28k PyPI/wk | none |\n| Agent reviews | none | 3/5 (2) |\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**PixVerse API.** V6 at about $0.04 a second at 720p, with audio and clips up to 15 seconds. Plan prices and the dollar value of a credit sit on a JavaScript-only billing page.\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### PixVerse API\n\n1. Generate a new UUID for Ai-trace-id on every new submit. Reuse it only to fetch the same job again\n2. Poll the result endpoint. Status 1 is done, 5 generating, 7 moderation failure, 8 failed\n3. Moderate prompts before calling. Repeated status 7 results can suspend the key\n4. Use model v6 or c1 for new work. Older model tables still sit in the docs\n\n## Questions\n\n### Which is better for AI agents, Higgsfield API or PixVerse API?\n\nHiggsfield API scores 63.5 (B) on agent readiness against PixVerse API's 42.4 (E), and leads in every scored category.\n\n### Do Higgsfield API and PixVerse API need an API key?\n\nBoth need an API key.\n\n### Can an agent call Higgsfield API and PixVerse API without installing anything?\n\nYes. Higgsfield API has a hosted endpoint at https://api.higgsfield.ai and PixVerse API at https://app-api.pixverse.ai/openapi/v2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/higgsfield-vs-pixverse.json, and with the fewest tokens: https://www.anchorterminal.com/compare/higgsfield-vs-pixverse.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"higgsfield\", \"b\": \"pixverse\"}`. From a terminal: `anchor compare higgsfield pixverse`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/higgsfield.json and https://www.anchorterminal.com/api/v1/tools/pixverse.json\n\n## Other comparisons with Higgsfield API or PixVerse API\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 PixVerse API](https://www.anchorterminal.com/compare/alibaba-wan-vs-pixverse.md)\n- [fal video models vs Higgsfield API](https://www.anchorterminal.com/compare/fal-video-vs-higgsfield.md)\n- [fal video models vs PixVerse API](https://www.anchorterminal.com/compare/fal-video-vs-pixverse.md)\n- [Google Veo vs Higgsfield API](https://www.anchorterminal.com/compare/google-veo-vs-higgsfield.md)\n- [Google Veo vs PixVerse API](https://www.anchorterminal.com/compare/google-veo-vs-pixverse.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 Replicate video models](https://www.anchorterminal.com/compare/higgsfield-vs-replicate-video.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 PixVerse API](https://www.anchorterminal.com/compare/kling-vs-pixverse.md)\n- [Luma AI API vs PixVerse API](https://www.anchorterminal.com/compare/luma-vs-pixverse.md)\n- [MiniMax Video API vs PixVerse API](https://www.anchorterminal.com/compare/minimax-video-vs-pixverse.md)\n- [OpenAI Sora API vs PixVerse API](https://www.anchorterminal.com/compare/openai-sora-vs-pixverse.md)\n- [Pika API vs PixVerse API](https://www.anchorterminal.com/compare/pika-vs-pixverse.md)\n- [PixVerse API vs Replicate video models](https://www.anchorterminal.com/compare/pixverse-vs-replicate-video.md)\n- [PixVerse API vs Runway API](https://www.anchorterminal.com/compare/pixverse-vs-runway.md)\n- [PixVerse API vs Vidu API](https://www.anchorterminal.com/compare/pixverse-vs-vidu.md)\n",
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-09",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.4",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run"
  },
  "page": {
    "breadcrumbs": [
      {
        "name": "Home",
        "url": "https://www.anchorterminal.com/"
      },
      {
        "name": "Compare",
        "url": "https://www.anchorterminal.com/compare/"
      },
      {
        "name": "Higgsfield API vs PixVerse API",
        "url": ""
      }
    ],
    "description": "Higgsfield API scores 63.5 (B) on agent readiness against PixVerse API's 42.4 (E), and leads in every scored category. Both do video generate. Category scores, facts, verdicts and agent notes side by side.",
    "facts": [
      "Higgsfield API B 63.5",
      "PixVerse API E 42.4",
      "scores"
    ],
    "h1": "Higgsfield API vs PixVerse API",
    "image": "https://www.anchorterminal.com/assets/og/compare-higgsfield-vs-pixverse.png",
    "path": "/compare/higgsfield-vs-pixverse",
    "published": "2026-10-01",
    "section": "tools",
    "title": "Higgsfield API vs PixVerse API for AI agents, B 63.5 vs E 42.4",
    "toc": null,
    "updated": "2026-10-09",
    "url": "https://www.anchorterminal.com/compare/higgsfield-vs-pixverse"
  },
  "tokens": {
    "markdown": 2300,
    "slim": 630
  },
  "version": 1
}