{
  "data": {
    "a": {
      "slug": "nebius-ai-cloud",
      "name": "Nebius AI Cloud",
      "vendor": "Nebius",
      "vendorUrl": "https://nebius.com",
      "kind": "http-api",
      "category": "gpu-compute",
      "summary": "Nebius AI Cloud rents NVIDIA GPU virtual machines and InfiniBand clusters, with managed Kubernetes, Slurm and Serverless AI jobs and endpoints for containers. Resources are managed through REST and gRPC APIs, a CLI, a Terraform provider and SDKs.",
      "url": "https://www.anchorterminal.com/tools/nebius-ai-cloud",
      "markdownUrl": "https://www.anchorterminal.com/tools/nebius-ai-cloud.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/nebius-ai-cloud.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/nebius-ai-cloud.json",
      "repo": "https://github.com/nebius/api",
      "license": "Proprietary service under the Nebius Services Agreement. The API definitions, the Go, Python and JavaScript SDKs and the MCP server on GitHub are MIT",
      "transports": [
        "http",
        "stdio"
      ],
      "remoteUrl": "https://api.nebius.cloud",
      "packages": [
        {
          "registry": "pypi",
          "name": "nebius"
        },
        {
          "registry": "npm",
          "name": "@nebius/js-sdk"
        },
        {
          "registry": "go",
          "name": "github.com/nebius/gosdk"
        }
      ],
      "auth": "mixed",
      "authNotes": "Self-serve. A person signs up in the web console with a Google, GitHub or Microsoft account. Every API call takes `Authorization: Bearer` with an access token valid for 12 hours. A user gets one from `nebius iam get-access-token`. A service account uploads an RSA public key (an authorised key, with optional expiry), signs a five-minute RS256 JWT and exchanges it at `https://auth.eu.nebius.com/oauth2/token/exchange`. Permissions come from group roles (`auditor`, `viewer`, `editor`, `admin` and service roles) granted on a tenant, project or resource. Serverless AI endpoints take their own token set in `spec.authToken`.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go, billed by the second, with no free tier or trial found. On-demand per GPU-hour from 1 October 2026, B300 $9.50, B200 $8.50, H200 $5.40, H100 $4.50, RTX PRO 6000 $1.80, and L40S $1.35 plus vCPU and RAM. Preemptible GPUs are spot priced from $0.79. Serverless AI bills at Compute prices and a stopped endpoint bills nothing. Adding a card charges $25 to the balance. Commitment discounts go through sales (https://docs.nebius.com/compute/resources/pricing, https://nebius.com/prices).",
      "priceSummary": "Pay per use",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the OpenAPI document or the price list (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 4137,
        "pypiWeekly": 468852,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.nebius.com/",
      "llmsTxt": "https://docs.nebius.com/llms.txt",
      "openapi": "https://api.nebius.cloud/openapi.json",
      "capabilities": [
        "compute.gpu",
        "compute.endpoints",
        "compute.batch",
        "compute.containers"
      ],
      "tags": [
        "hosted",
        "usage-priced",
        "openapi",
        "llms-txt",
        "grpc",
        "terraform",
        "mcp",
        "python",
        "typescript",
        "go",
        "status-page",
        "soc2",
        "enterprise"
      ],
      "lastRelease": "2026-10-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 67.2,
        "grade": "B",
        "agentReady": false,
        "rank": 240,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 1,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 77,
          "maintenance": 82,
          "payments": 20,
          "reliability": 57,
          "schema": 78,
          "security": 81,
          "transparency": 77
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "One API definition generates the REST and gRPC interfaces, the CLI, Terraform provider and three SDKs, with a 602-operation OpenAPI document, `X-Idempotency-Key` and role-scoped service accounts. The status page lists 14 major incidents between 14 July and 8 October 2026, no request rate limits were found, and signup needs a browser and a card.",
        "bestFor": "Teams that want whole GPU VMs or InfiniBand clusters in Europe, the UK, Israel or the US with IAM, Terraform and an SLA, and are content to manage endpoint lifecycles themselves.",
        "strengths": [
          "OpenAPI 3.0.3 document at `https://api.nebius.cloud/openapi.json` with 602 operations, generated from the same protobuf definitions as the gRPC API, CLI, Terraform provider and SDKs",
          "`X-Idempotency-Key` header for modifying calls, and a `retry_type` field on errors that says whether to retry the call",
          "Service accounts sign in with an uploaded RSA key and receive 12-hour tokens, with roles granted per tenant, project or resource",
          "Per-second billing with public prices, and a 99.5 per cent monthly uptime commitment per virtual machine",
          "llms.txt, every docs page as Markdown, and a keyless docs MCP server at `https://docs.nebius.com/mcp`"
        ],
        "weaknesses": [
          "Status page lists 14 incidents marked major between 14 July and 8 October 2026, including about 21 hours of partial degradation in us-central1 on 19 August",
          "No request rate limits with numbers and no Retry-After guidance found in the reviewed documentation",
          "Serverless AI endpoints run on one container VM that is started and stopped by hand; no autoscaling or scale to zero found",
          "No free tier or trial found. Adding a card at signup charges $25 to the balance, and signup is a browser flow through Google, GitHub or Microsoft",
          "The OpenAPI document has no examples, documents only 200 responses and reports its version as `version not set`"
        ],
        "agentNotes": [
          "Use a service account with an authorised key, then exchange a five-minute RS256 JWT at `https://auth.eu.nebius.com/oauth2/token/exchange` for a 12-hour Bearer token",
          "Send `X-Idempotency-Key` with a random UUID on every create, update and delete, since a 504 can follow a call that succeeded",
          "Poll the returned operation (`/ai/v1/endpoints/operations/{id}`) until `status` is set; concurrent operations on one resource are not supported",
          "Stop or delete endpoints when idle. A stopped endpoint bills nothing, a stopped Devlab or VM still bills for its disk",
          "Check region support first. Serverless AI is absent from `eu-south1` and `us-north1`, and each GPU platform exists in one to four regions",
          "Run the beta `nebius/mcp-server` with safe mode on (the default); `nebius_cli_execute` can run any CLI command when `SAFE_MODE=false`"
        ],
        "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": 67.2
          }
        ],
        "editorialScores": {
          "ergonomics": 77,
          "maintenance": 82,
          "payments": 20,
          "reliability": 57,
          "schema": 78,
          "security": 81,
          "transparency": 70
        },
        "provenanceScore": 83
      },
      "connect": {
        "install": "curl -sSL https://artifacts.nebius.cloud/cli/install.sh | bash",
        "http": "curl --request GET --url 'https://api.nebius.cloud/iam/v1/profiles' --header 'Authorization: Bearer \u003caccess_token\u003e'",
        "config": {
          "mcpServers": {
            "Nebius MCP Server": {
              "args": [
                "--refresh-package",
                "nebius-mcp-server",
                "nebius-mcp-server@git+https://github.com/nebius/mcp-server@main"
              ],
              "command": "uvx",
              "env": {}
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/compute.gpu",
        "tool": "https://letme.dev/nebius-ai-cloud"
      },
      "sameCompany": [
        "nebius-token-factory-fine-tuning"
      ],
      "area": "models",
      "unitPrices": [
        {
          "item": "NVIDIA H200 NVLink, on demand",
          "unit": "gpu-hour",
          "usd": 5.4,
          "note": "Billed per second. $4.50 before 1 October 2026"
        },
        {
          "item": "NVIDIA H100 NVLink, on demand",
          "unit": "gpu-hour",
          "usd": 4.5,
          "note": "$3.85 before 1 October 2026"
        },
        {
          "item": "NVIDIA B200 NVLink, on demand",
          "unit": "gpu-hour",
          "usd": 8.5
        },
        {
          "item": "NVIDIA B300 NVLink, on demand",
          "unit": "gpu-hour",
          "usd": 9.5
        },
        {
          "item": "NVIDIA RTX PRO 6000, on demand",
          "unit": "gpu-hour",
          "usd": 1.8
        },
        {
          "item": "NVIDIA L40S, GPU only",
          "unit": "gpu-hour",
          "usd": 1.35,
          "note": "vCPU ($0.01 to $0.012 an hour) and RAM ($0.0032 a GiB-hour) are billed separately"
        },
        {
          "item": "NVIDIA H200 NVLink, preemptible",
          "unit": "gpu-hour",
          "usd": 0.79,
          "note": "Minimum spot price from 8 October 2026. The spot price can change every 15 minutes"
        },
        {
          "item": "Network SSD disk",
          "unit": "gb-month",
          "usd": 0.071,
          "note": "Per GiB for 730 hours"
        }
      ],
      "provenance": {
        "legalEntity": "Nebius B.V.",
        "domain": "nebius.com",
        "domainRegistered": "2004-06-26",
        "endpointOnVendorDomain": false,
        "terms": "https://docs.nebius.com/legal/agreement",
        "privacy": "https://docs.nebius.com/legal/privacy",
        "statusPage": "https://status.nebius.com",
        "changelog": "https://docs.nebius.com/cli/release-notes",
        "securityTxt": "valid",
        "checked": "2026-10-08",
        "notes": [
          "The Services Agreement (published 15 September 2026, effective 28 September 2026) names Nebius B.V. under Dutch law for customers outside the United States and Israel, with other Nebius entities for those two countries. The separate Terms of Use page covers the website.",
          "The privacy policy (23 September 2026) gives Nebius B.V., Burgerweeshuispad 101, 1076ER Amsterdam, and says data processed for customers as a processor falls under the DPA at https://docs.nebius.com/legal/dpa.",
          "The API answers at api.nebius.cloud and tokens are exchanged at auth.eu.nebius.com. nebius.cloud is a second domain that Nebius's docs name for the API and the CLI installer.",
          "security.txt at nebius.com gives security@nebius.com and expires 2027-12-31. It has no Policy field.",
          "The changelog link is the CLI release notes, which are generated from the API. No separate API changelog was found.",
          "RDAP for nebius.com gives a registration date of 2004-06-26."
        ],
        "score": 83
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/nebius-ai-cloud.json",
      "live": {
        "slug": "nebius-ai-cloud",
        "probe": {
          "target": "https://api.nebius.cloud",
          "method": "get",
          "lastAt": "2026-10-09T11:46:35.082213942Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 178,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 167,
          "p95ms24h": 237,
          "samples24h": 44,
          "samples30d": 44,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 44,
              "ok": 44
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.nebius.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-09T11:39:57.568934317Z"
        },
        "updatedAt": "2026-10-09T11:46:35.082213942Z"
      }
    },
    "answer": "Nebius AI Cloud scores 67.2 (B) on agent readiness against Northflank's 61.3 (C), and leads in 4 of 7 scored categories. Northflank leads on reliability and payments \u0026 pricing.",
    "b": {
      "slug": "northflank",
      "name": "Northflank",
      "vendor": "Northflank",
      "vendorUrl": "https://northflank.com",
      "kind": "platform",
      "category": "gpu-compute",
      "summary": "Platform for deploying services, jobs and databases from Git or container images, in managed or customer-owned infrastructure. Supports GPU workloads and sandboxes.",
      "url": "https://www.anchorterminal.com/tools/northflank",
      "markdownUrl": "https://www.anchorterminal.com/tools/northflank.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/northflank.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/northflank.json",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.northflank.com/v1",
      "packages": [
        {
          "registry": "npm",
          "name": "@northflank/cli"
        },
        {
          "registry": "npm",
          "name": "@northflank/js-client"
        }
      ],
      "auth": "pat",
      "authNotes": "Personal API token from account settings, or a team token issued under an API role, sent as `Authorization: Bearer` to api.northflank.com/v1. Rate limit headers `x-ratelimit-limit`, `x-ratelimit-remaining` and `x-ratelimit-reset` come back on every response.",
      "pricing": "freemium",
      "pricingNotes": "Pay as you go, pro-rated to the second and charged at the end of the monthly cycle. CPU $0.01667 a vCPU-hour and memory $0.00833 a GB-hour, from a 1 vCPU 2 GB plan at $24 a month to 32 vCPU 499 GB at $3,312. GPUs an hour are L4 24 GB $0.80, A100 40 GB $1.42, A100 80 GB $1.76, H100 80 GB $2.74, RTX PRO 6000 96 GB $3.00. SSD $0.15 a GB-month and egress $0.06 a GB. A free sandbox tier gives 2 services, 1 database and 2 cron jobs. Running in your own cloud adds no platform fee on pay as you go (https://northflank.com/pricing).",
      "priceSummary": "$0.0167 / vCPU-hr",
      "where": "hosted",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 19190,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://northflank.com/docs/v1/application",
      "llmsTxt": "https://northflank.com/docs/llms.txt",
      "openapi": "https://api.northflank.com/v1/swagger-json",
      "capabilities": [
        "compute.gpu",
        "compute.containers",
        "compute.batch",
        "compute.endpoints"
      ],
      "tags": [
        "hosted",
        "freemium",
        "free-tier",
        "openapi",
        "llms-txt",
        "typescript",
        "uk",
        "enterprise"
      ],
      "lastRelease": "2026-09-24",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 61.3,
        "grade": "C",
        "agentReady": false,
        "rank": 426,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 9,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 48,
          "maintenance": 65,
          "payments": 30,
          "reliability": 65,
          "schema": 81,
          "security": 75,
          "transparency": 55
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "OpenAPI 3.0 with over 100 paths, enums and `per_page`, `page` and `cursor` on every list. No scale to zero for services; minimum instances must be at least 1.",
        "bestFor": "Teams that want GPUs next to their services and databases on one platform, or inside their own cloud account.",
        "strengths": [
          "OpenAPI 3.0 with over 100 paths, enums and `per_page`, `page` and `cursor` on every list",
          "Team API tokens under API roles with granular permissions, plus audit logs",
          "Runs in Northflank's cloud or your own AWS, GCP, Azure or bare metal",
          "llms.txt and a Markdown twin for every docs page",
          "H100 at $2.74 and A100 80 GB at $1.76 an hour, billed per second"
        ],
        "weaknesses": [
          "No scale to zero for services; minimum instances must be at least 1",
          "1,000 API requests an hour by default",
          "One partial outage of workload starts across regions on 5 August 2026",
          "Terms and privacy policy unchanged since 1 March 2021, and no security.txt",
          "No error schemas in the spec, no idempotency keys, no Python SDK"
        ],
        "agentNotes": [
          "Issue the agent a team token under an API role limited to one project, not a personal token",
          "Read `x-ratelimit-remaining` and wait `x-ratelimit-reset` seconds on a 429; the default is 1,000 calls an hour",
          "Page lists with `per_page` up to 100 and the returned `cursor` instead of numbered pages",
          "Use a job, not a service, for anything that finishes; services bill until paused or deleted",
          "Fetch any docs page with .md appended to get Markdown"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 61.3
          }
        ],
        "editorialScores": {
          "ergonomics": 48,
          "maintenance": 65,
          "payments": 30,
          "reliability": 65,
          "schema": 81,
          "security": 75,
          "transparency": 33
        },
        "provenanceScore": 77
      },
      "connect": {
        "install": "npm i -g @northflank/cli \u0026\u0026 northflank login",
        "http": "curl \"https://api.northflank.com/v1/projects\" -H \"Authorization: Bearer $NORTHFLANK_TOKEN\""
      },
      "letme": {
        "capability": "https://letme.dev/compute.gpu",
        "tool": "https://letme.dev/northflank"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "H100 80 GB",
          "unit": "gpu-hour",
          "usd": 2.74,
          "note": "Billed per second"
        },
        {
          "item": "RTX PRO 6000 96 GB",
          "unit": "gpu-hour",
          "usd": 3
        },
        {
          "item": "A100 80 GB",
          "unit": "gpu-hour",
          "usd": 1.76
        },
        {
          "item": "A100 40 GB",
          "unit": "gpu-hour",
          "usd": 1.42
        },
        {
          "item": "L4 24 GB",
          "unit": "gpu-hour",
          "usd": 0.8
        },
        {
          "item": "CPU",
          "unit": "vcpu-hour",
          "usd": 0.01667,
          "note": "Memory extra at $0.00833 a GB-hour"
        },
        {
          "item": "SSD storage",
          "unit": "gb-month",
          "usd": 0.15
        },
        {
          "item": "Egress",
          "unit": "gb",
          "usd": 0.06
        }
      ],
      "provenance": {
        "legalEntity": "Northflank Ltd",
        "domain": "northflank.com",
        "domainRegistered": "2019-03-31",
        "endpointOnVendorDomain": true,
        "terms": "https://northflank.com/legal/terms",
        "privacy": "https://northflank.com/legal/privacy",
        "statusPage": "https://status.northflank.com",
        "changelog": "https://northflank.com/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "Terms and privacy policy, both dated 1 March 2021, name Northflank Ltd, company number 11918540, 20-22 Wenlock Road, London N1 7GU, with legal@northflank.com as contact.",
          "The API runs on api.northflank.com, a subdomain of the vendor domain.",
          "northflank.com/.well-known/security.txt returns 404.",
          "No public source repository for the platform; the CLI and JavaScript client are published on npm."
        ],
        "score": 77
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/northflank.json",
      "live": {
        "slug": "northflank",
        "probe": {
          "target": "https://api.northflank.com/v1",
          "method": "get",
          "lastAt": "2026-10-09T11:46:35.285038547Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 33,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 35,
          "p95ms24h": 198,
          "samples24h": 259,
          "samples30d": 2109,
          "days": [
            {
              "date": "2026-10-01",
              "probes": 109,
              "ok": 109
            },
            {
              "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
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.northflank.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-09T07:58:13.264340931Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@northflank/cli",
            "version": "0.13.0",
            "seenAt": "2026-10-08T16:22:35.066484465Z"
          },
          {
            "registry": "npm",
            "name": "@northflank/js-client",
            "version": "0.11.0",
            "seenAt": "2026-10-08T16:22:35.928473419Z"
          }
        ],
        "npmWeekly": 5763,
        "securityTxt": {
          "url": "https://northflank.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:39:04.396861069Z"
        },
        "llmsTxt": {
          "url": "https://northflank.com/docs/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-08T14:00:42.125610096Z"
        },
        "domain": {
          "domain": "northflank.com",
          "registered": "2019-03-31",
          "source": "https://rdap.verisign.com/com/v1/domain/northflank.com",
          "checkedAt": "2026-10-04T13:08:04.961258123Z"
        },
        "pages": [
          {
            "url": "https://northflank.com/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:22:23.38969484Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "dded57d72d65"
          },
          {
            "url": "https://northflank.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:22:29.465118201Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "83f74eaab49c"
          },
          {
            "url": "https://northflank.com/legal/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:22:25.713082793Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d3ee323ae832"
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          {
            "url": "https://northflank.com/legal/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:22:27.469810163Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "ead1ffa17ca6"
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        ],
        "updatedAt": "2026-10-09T11:46:35.285038547Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "Model platform",
        "name": "Kind"
      },
      {
        "a": "Nebius",
        "b": "Northflank",
        "name": "Vendor"
      },
      {
        "a": "https://api.nebius.cloud",
        "b": "https://api.northflank.com/v1",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, stdio",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "Token",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "$1.35 per GPU-hour",
        "b": "not published",
        "name": "Price for compute gpu"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under the Nebius Services Agreement. The API definitions, the Go, Python and JavaScript SDKs and the MCP server on GitHub are MIT",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-07",
        "b": "2026-09-24",
        "name": "Last release"
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      {
        "a": "2026-09-28",
        "b": "2021-03-01",
        "name": "Terms last updated"
      },
      {
        "a": "2026-09-23",
        "b": "2021-03-01",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "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": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "4.1k npm/wk, 469k PyPI/wk",
        "b": "19k npm/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3.5/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Nebius AI Cloud scores 67.2 (B) on agent readiness against Northflank's 61.3 (C), and leads in 4 of 7 scored categories. Northflank leads on reliability and payments \u0026 pricing.",
        "question": "Which is better for AI agents, Nebius AI Cloud or Northflank?"
      },
      {
        "answer": "Yes. Nebius AI Cloud has a hosted endpoint at https://api.nebius.cloud and Northflank at https://api.northflank.com/v1.",
        "question": "Can an agent call Nebius AI Cloud and Northflank without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Agent ergonomics, 77 against 48",
          "Security \u0026 auth, 81 against 75",
          "Maintenance \u0026 community, 82 against 65",
          "Transparency \u0026 trust, 77 against 55"
        ],
        "also": [
          "Runs on your own machine"
        ],
        "goodFor": "Teams that want whole GPU VMs or InfiniBand clusters in Europe, the UK, Israel or the US with IAM, Terraform and an SLA, and are content to manage endpoint lifecycles themselves.",
        "slug": "nebius-ai-cloud",
        "watchFor": "Status page lists 14 incidents marked major between 14 July and 8 October 2026, including about 21 hours of partial degradation in us-central1 on 19 August"
      },
      {
        "aheadOn": [
          "Reliability, 65 against 57",
          "Payments \u0026 pricing, 30 against 20"
        ],
        "also": null,
        "goodFor": "Teams that want GPUs next to their services and databases on one platform, or inside their own cloud account.",
        "slug": "northflank",
        "watchFor": "No scale to zero for services; minimum instances must be at least 1"
      }
    ],
    "job": {
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      "name": "Compute gpu"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/baseten-vs-nebius-ai-cloud.json",
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        "url": "https://www.anchorterminal.com/compare/baseten-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/baseten-vs-northflank.json",
        "title": "Baseten vs Northflank",
        "url": "https://www.anchorterminal.com/compare/baseten-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/beam-vs-nebius-ai-cloud.json",
        "title": "Beam vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/beam-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/beam-vs-northflank.json",
        "title": "Beam vs Northflank",
        "url": "https://www.anchorterminal.com/compare/beam-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cerebrium-vs-nebius-ai-cloud.json",
        "title": "Cerebrium vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/cerebrium-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cerebrium-vs-northflank.json",
        "title": "Cerebrium vs Northflank",
        "url": "https://www.anchorterminal.com/compare/cerebrium-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-nebius-ai-cloud.json",
        "title": "CoreWeave vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-northflank.json",
        "title": "CoreWeave vs Northflank",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-nebius-ai-cloud.json",
        "title": "Hugging Face Inference Endpoints vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-northflank.json",
        "title": "Hugging Face Inference Endpoints vs Northflank",
        "url": "https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-nebius-ai-cloud.json",
        "title": "Hyperbolic vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-northflank.json",
        "title": "Hyperbolic vs Northflank",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/koyeb-vs-nebius-ai-cloud.json",
        "title": "Koyeb vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/koyeb-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/koyeb-vs-northflank.json",
        "title": "Koyeb vs Northflank",
        "url": "https://www.anchorterminal.com/compare/koyeb-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lambda-vs-nebius-ai-cloud.json",
        "title": "Lambda Cloud vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/lambda-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/lambda-vs-northflank.json",
        "title": "Lambda Cloud vs Northflank",
        "url": "https://www.anchorterminal.com/compare/lambda-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/modal-vs-nebius-ai-cloud.json",
        "title": "Modal vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/modal-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/modal-vs-northflank.json",
        "title": "Modal vs Northflank",
        "url": "https://www.anchorterminal.com/compare/modal-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-replicate-deploy.json",
        "title": "Nebius AI Cloud vs Replicate Deployments",
        "url": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-replicate-deploy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-runpod.json",
        "title": "Nebius AI Cloud vs Runpod",
        "url": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-runpod"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-thunder-compute.json",
        "title": "Nebius AI Cloud vs Thunder Compute",
        "url": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-thunder-compute"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-vast-ai.json",
        "title": "Nebius AI Cloud vs Vast.ai",
        "url": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-vast-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-verda.json",
        "title": "Nebius AI Cloud vs Verda",
        "url": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-verda"
      },
      {
        "json": "https://www.anchorterminal.com/compare/northflank-vs-replicate-deploy.json",
        "title": "Northflank vs Replicate Deployments",
        "url": "https://www.anchorterminal.com/compare/northflank-vs-replicate-deploy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/northflank-vs-runpod.json",
        "title": "Northflank vs Runpod",
        "url": "https://www.anchorterminal.com/compare/northflank-vs-runpod"
      },
      {
        "json": "https://www.anchorterminal.com/compare/northflank-vs-thunder-compute.json",
        "title": "Northflank vs Thunder Compute",
        "url": "https://www.anchorterminal.com/compare/northflank-vs-thunder-compute"
      },
      {
        "json": "https://www.anchorterminal.com/compare/northflank-vs-vast-ai.json",
        "title": "Northflank vs Vast.ai",
        "url": "https://www.anchorterminal.com/compare/northflank-vs-vast-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/northflank-vs-verda.json",
        "title": "Northflank vs Verda",
        "url": "https://www.anchorterminal.com/compare/northflank-vs-verda"
      }
    ],
    "scores": [
      {
        "by": 8,
        "edge": "northflank",
        "key": "reliability",
        "name": "Reliability",
        "nebius-ai-cloud": 57,
        "northflank": 65,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 3,
        "edge": "northflank",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "nebius-ai-cloud": 78,
        "northflank": 81,
        "weight": 13
      },
      {
        "by": 29,
        "edge": "nebius-ai-cloud",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "nebius-ai-cloud": 77,
        "northflank": 48,
        "weight": 13
      },
      {
        "by": 6,
        "edge": "nebius-ai-cloud",
        "key": "security",
        "name": "Security \u0026 auth",
        "nebius-ai-cloud": 81,
        "northflank": 75,
        "weight": 14
      },
      {
        "by": 10,
        "edge": "northflank",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "nebius-ai-cloud": 20,
        "northflank": 30,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 17,
        "edge": "nebius-ai-cloud",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "nebius-ai-cloud": 82,
        "northflank": 65,
        "weight": 7
      },
      {
        "by": 22,
        "edge": "nebius-ai-cloud",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "nebius-ai-cloud": 77,
        "northflank": 55,
        "weight": 7
      }
    ],
    "summary": "Nebius AI Cloud scores 67.2 (B) on agent readiness against Northflank's 61.3 (C), and leads in 4 of 7 scored categories. Northflank leads on reliability and payments \u0026 pricing. Both do compute gpu.",
    "verdicts": {
      "nebius-ai-cloud": "One API definition generates the REST and gRPC interfaces, the CLI, Terraform provider and three SDKs, with a 602-operation OpenAPI document, `X-Idempotency-Key` and role-scoped service accounts. The status page lists 14 major incidents between 14 July and 8 October 2026, no request rate limits were found, and signup needs a browser and a card.",
      "northflank": "OpenAPI 3.0 with over 100 paths, enums and `per_page`, `page` and `cursor` on every list. No scale to zero for services; minimum instances must be at least 1."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank",
    "json": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank.md",
    "slim": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank.min.md"
  },
  "markdown": "Nebius AI Cloud scores 67.2 (B) on agent readiness against Northflank's 61.3 (C), and leads in 4 of 7 scored categories. Northflank leads on reliability and payments \u0026 pricing. Both do compute gpu.\n\n- Nebius AI Cloud: grade B, 67.2/100, rank #240 of 842. Markdown https://www.anchorterminal.com/tools/nebius-ai-cloud.md · JSON https://www.anchorterminal.com/api/v1/tools/nebius-ai-cloud.json\n- Northflank: grade C, 61.3/100, rank #426 of 842. Markdown https://www.anchorterminal.com/tools/northflank.md · JSON https://www.anchorterminal.com/api/v1/tools/northflank.json\n\n## Which one, for what\n\n### Nebius AI Cloud (B)\n\nGood for: Teams that want whole GPU VMs or InfiniBand clusters in Europe, the UK, Israel or the US with IAM, Terraform and an SLA, and are content to manage endpoint lifecycles themselves.\n\nAhead on:\n- Agent ergonomics, 77 against 48\n- Security \u0026 auth, 81 against 75\n- Maintenance \u0026 community, 82 against 65\n- Transparency \u0026 trust, 77 against 55\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: Status page lists 14 incidents marked major between 14 July and 8 October 2026, including about 21 hours of partial degradation in us-central1 on 19 August\n\n### Northflank (C)\n\nGood for: Teams that want GPUs next to their services and databases on one platform, or inside their own cloud account.\n\nAhead on:\n- Reliability, 65 against 57\n- Payments \u0026 pricing, 30 against 20\n\nWatch for: No scale to zero for services; minimum instances must be at least 1\n\n\n## Score by category\n\n| Category | Weight | Nebius AI Cloud | Northflank | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 57 | 65 | Northflank +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 78 | 81 | Northflank +3 |\n| Agent ergonomics | 13% (16.2 this run) | 77 | 48 | Nebius AI Cloud +29 |\n| Security \u0026 auth | 14% (17.5 this run) | 81 | 75 | Nebius AI Cloud +6 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 30 | Northflank +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 82 | 65 | Nebius AI Cloud +17 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 77 | 55 | Nebius AI Cloud +22 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **67.2 · B** | **61.3 · C** | |\n\n## Facts side by side\n\n| Fact | Nebius AI Cloud | Northflank |\n| --- | --- | --- |\n| Kind | HTTP API | Model platform |\n| Vendor | Nebius | Northflank |\n| Hosted endpoint | `https://api.nebius.cloud` | `https://api.northflank.com/v1` |\n| Transports | HTTP, stdio | HTTP |\n| Auth | OAuth or key | Token |\n| Pricing | Pay per use | Freemium |\n| Price for compute gpu | $1.35 per GPU-hour | not published |\n| x402 | no | no |\n| Licence | Proprietary service under the Nebius Services Agreement. The API definitions, the Go, Python and JavaScript SDKs and the MCP server on GitHub are MIT | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-07 | 2026-09-24 |\n| Terms last updated | 2026-09-28 | 2021-03-01 |\n| Privacy policy last updated | 2026-09-23 | 2021-03-01 |\n| Customer content may train models | not found in the text | not found in the text |\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 | yes |\n| Arbitration or class-action waiver | yes | yes |\n| Popularity | 4.1k npm/wk, 469k PyPI/wk | 19k npm/wk |\n| Agent reviews | none | 3.5/5 (2) |\n\n## Verdicts\n\n**Nebius AI Cloud.** One API definition generates the REST and gRPC interfaces, the CLI, Terraform provider and three SDKs, with a 602-operation OpenAPI document, `X-Idempotency-Key` and role-scoped service accounts. The status page lists 14 major incidents between 14 July and 8 October 2026, no request rate limits were found, and signup needs a browser and a card.\n\n**Northflank.** OpenAPI 3.0 with over 100 paths, enums and `per_page`, `page` and `cursor` on every list. No scale to zero for services; minimum instances must be at least 1.\n\n## Before you call either\n\n### Nebius AI Cloud\n\n1. Use a service account with an authorised key, then exchange a five-minute RS256 JWT at `https://auth.eu.nebius.com/oauth2/token/exchange` for a 12-hour Bearer token\n2. Send `X-Idempotency-Key` with a random UUID on every create, update and delete, since a 504 can follow a call that succeeded\n3. Poll the returned operation (`/ai/v1/endpoints/operations/{id}`) until `status` is set; concurrent operations on one resource are not supported\n4. Stop or delete endpoints when idle. A stopped endpoint bills nothing, a stopped Devlab or VM still bills for its disk\n5. Check region support first. Serverless AI is absent from `eu-south1` and `us-north1`, and each GPU platform exists in one to four regions\n6. Run the beta `nebius/mcp-server` with safe mode on (the default); `nebius_cli_execute` can run any CLI command when `SAFE_MODE=false`\n\n### Northflank\n\n1. Issue the agent a team token under an API role limited to one project, not a personal token\n2. Read `x-ratelimit-remaining` and wait `x-ratelimit-reset` seconds on a 429; the default is 1,000 calls an hour\n3. Page lists with `per_page` up to 100 and the returned `cursor` instead of numbered pages\n4. Use a job, not a service, for anything that finishes; services bill until paused or deleted\n5. Fetch any docs page with .md appended to get Markdown\n\n## Questions\n\n### Which is better for AI agents, Nebius AI Cloud or Northflank?\n\nNebius AI Cloud scores 67.2 (B) on agent readiness against Northflank's 61.3 (C), and leads in 4 of 7 scored categories. Northflank leads on reliability and payments \u0026 pricing.\n\n### Can an agent call Nebius AI Cloud and Northflank without installing anything?\n\nYes. Nebius AI Cloud has a hosted endpoint at https://api.nebius.cloud and Northflank at https://api.northflank.com/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank.json, and with the fewest tokens: https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"nebius-ai-cloud\", \"b\": \"northflank\"}`. From a terminal: `anchor compare nebius-ai-cloud northflank`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/nebius-ai-cloud.json and https://www.anchorterminal.com/api/v1/tools/northflank.json\n\n## Other comparisons with Nebius AI Cloud or Northflank\n\n- [Baseten vs Nebius AI Cloud](https://www.anchorterminal.com/compare/baseten-vs-nebius-ai-cloud.md)\n- [Baseten vs Northflank](https://www.anchorterminal.com/compare/baseten-vs-northflank.md)\n- [Beam vs Nebius AI Cloud](https://www.anchorterminal.com/compare/beam-vs-nebius-ai-cloud.md)\n- [Beam vs Northflank](https://www.anchorterminal.com/compare/beam-vs-northflank.md)\n- [Cerebrium vs Nebius AI Cloud](https://www.anchorterminal.com/compare/cerebrium-vs-nebius-ai-cloud.md)\n- [Cerebrium vs Northflank](https://www.anchorterminal.com/compare/cerebrium-vs-northflank.md)\n- [CoreWeave vs Nebius AI Cloud](https://www.anchorterminal.com/compare/coreweave-vs-nebius-ai-cloud.md)\n- [CoreWeave vs Northflank](https://www.anchorterminal.com/compare/coreweave-vs-northflank.md)\n- [Hugging Face Inference Endpoints vs Nebius AI Cloud](https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-nebius-ai-cloud.md)\n- [Hugging Face Inference Endpoints vs Northflank](https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-northflank.md)\n- [Hyperbolic vs Nebius AI Cloud](https://www.anchorterminal.com/compare/hyperbolic-vs-nebius-ai-cloud.md)\n- [Hyperbolic vs Northflank](https://www.anchorterminal.com/compare/hyperbolic-vs-northflank.md)\n- [Koyeb vs Nebius AI Cloud](https://www.anchorterminal.com/compare/koyeb-vs-nebius-ai-cloud.md)\n- [Koyeb vs Northflank](https://www.anchorterminal.com/compare/koyeb-vs-northflank.md)\n- [Lambda Cloud vs Nebius AI Cloud](https://www.anchorterminal.com/compare/lambda-vs-nebius-ai-cloud.md)\n- [Lambda Cloud vs Northflank](https://www.anchorterminal.com/compare/lambda-vs-northflank.md)\n- [Modal vs Nebius AI Cloud](https://www.anchorterminal.com/compare/modal-vs-nebius-ai-cloud.md)\n- [Modal vs Northflank](https://www.anchorterminal.com/compare/modal-vs-northflank.md)\n- [Nebius AI Cloud vs Replicate Deployments](https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-replicate-deploy.md)\n- [Nebius AI Cloud vs Runpod](https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-runpod.md)\n- [Nebius AI Cloud vs Thunder Compute](https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-thunder-compute.md)\n- [Nebius AI Cloud vs Vast.ai](https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-vast-ai.md)\n- [Nebius AI Cloud vs Verda](https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-verda.md)\n- [Northflank vs Replicate Deployments](https://www.anchorterminal.com/compare/northflank-vs-replicate-deploy.md)\n- [Northflank vs Runpod](https://www.anchorterminal.com/compare/northflank-vs-runpod.md)\n- [Northflank vs Thunder Compute](https://www.anchorterminal.com/compare/northflank-vs-thunder-compute.md)\n- [Northflank vs Vast.ai](https://www.anchorterminal.com/compare/northflank-vs-vast-ai.md)\n- [Northflank vs Verda](https://www.anchorterminal.com/compare/northflank-vs-verda.md)\n",
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    "description": "Nebius AI Cloud scores 67.2 (B) on agent readiness against Northflank's 61.3 (C), and leads in 4 of 7 scored categories. Northflank leads on reliability and payments \u0026 pricing. Both do compute gpu. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Nebius AI Cloud vs Northflank for AI agents, B 67.2 vs C 61.3",
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