{ "data": { "a": { "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": "2026-10-09T09:45:02.697285073Z", "lastOk": true, "lastStatus": 200, "lastMs": 36, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 35, "p95ms24h": 159, "samples24h": 261, "samples30d": 2088, "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": 104, "ok": 104 } ] }, "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" }, { "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" } ], "updatedAt": "2026-10-09T09:45:02.697285073Z" } }, "answer": "Verda scores 62.3 (B) on agent readiness against Northflank's 61.3 (C), and leads in 5 of 7 scored categories. Northflank leads on security \u0026 auth and payments \u0026 pricing.", "b": { "slug": "verda", "name": "Verda", "vendor": "Verda", "vendorUrl": "https://verda.com", "kind": "http-api", "category": "gpu-compute", "summary": "Verda, formerly DataCrunch, is a Finnish GPU cloud renting GPU and CPU instances, clusters, serverless containers and storage. Agents use its REST API, Python and Go SDKs, or a CLI with a built-in MCP server in beta.", "url": "https://www.anchorterminal.com/tools/verda", "markdownUrl": "https://www.anchorterminal.com/tools/verda.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/verda.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/verda.json", "repo": "https://github.com/verda-cloud/verda-cli", "license": "Proprietary service under Verda's Terms of Service. The CLI, the Python SDK and the Go SDK on GitHub are Apache-2.0", "transports": [ "http", "stdio" ], "remoteUrl": "https://api.verda.com/v1", "packages": [ { "registry": "pypi", "name": "verda" }, { "registry": "go", "name": "github.com/verda-cloud/verdacloud-sdk-go" } ], "auth": "oauth", "authNotes": "Self-serve. A signed-in user creates a Client ID and Client Secret on the console's Credentials page, and the secret is shown once. `POST /v1/oauth2/token` with the client credentials grant returns an access token valid for 3,600 seconds and a refresh token, both with the scope `cloud-api-v1`. Credentials belong to the member who created them and are deleted when that member leaves the project. The CLI and its MCP server read the same pair from `~/.verda/credentials` after `verda auth login`. A few catalogue endpoints such as `GET /v1/instance-types` need no token.", "pricing": "usage", "pricingNotes": "No free tier or trial. Accounts are prepaid by card or bank transfer, and Pay As You Go is charged in prepaid 10-minute increments with the unused part refunded. On-demand prices per GPU an hour on 8 October 2026 include H100 80 GB at $3.89, H200 at $5.07, B200 at $7.34 and A100 80 GB at $1.87, with spot at about half. Reserved terms take 2 to 25 per cent off. Serverless containers bill per minute of replica use. Free credits are granted only for approved blog posts or videos (https://verda.com/pricing).", "priceSummary": "Pay per use", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs corpus, the OpenAPI document or the pricing page (checked 2026-10-08).", "endpoints": [] }, "toolCount": 18, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": 10461, "asOf": "2026-10-08" }, "docsUrl": "https://docs.verda.com", "llmsTxt": "https://docs.verda.com/llms.txt", "openapi": "https://api.verda.com/v1/openapi.json", "capabilities": [ "compute.gpu", "compute.serverless", "compute.endpoints", "compute.batch", "compute.containers" ], "tags": [ "hosted", "usage-priced", "openapi", "llms-txt", "mcp", "cli", "oauth", "python", "go", "terraform", "status-page", "soc2", "europe" ], "lastRelease": "2026-10-07", "graded": true, "anchor": { "graded": true, "score": 62.3, "grade": "B", "agentReady": false, "rank": 396, "ranked": true, "rankOf": 842, "categoryRank": 7, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 63, "maintenance": 83, "payments": 20, "reliability": 67, "schema": 82, "security": 68, "transparency": 76 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": -3, "negativeNotes": [ "2026-03-19, making `location_code` required on `POST /v1/instances`, `POST /v1/clusters` and `POST /v1/volumes`. Requests that had defaulted to FIN-01 began returning 400. The API changelog dates the change 19 March and the docs 23 March, and neither records advance notice. Documented, so 3 points (https://docs.verda.com/welcome-to-verda/release-notes/verda-api-changes/index.md)." ], "verdict": "The REST API has a public OpenAPI 3.1 document, a dated changelog, published rate limits with `Retry-After`, and an audit log endpoint. The CLI's MCP server refuses billed or destructive calls without `confirm: true`. Access needs a browser signup and a prepaid balance, credentials carry one scope, and instance creation has no idempotency key.", "bestFor": "Agents that rent whole GPU machines or clusters in Finland for training or batch work, or deploy scale-to-zero container endpoints, and that can run a local CLI for MCP.", "strengths": [ "OpenAPI 3.1 document with 112 operations and 156 schemas, plus `llms.txt` files on three hosts and the whole docs corpus as Markdown", "Rate limits of 500 requests a minute per project and 60 per endpoint, with `RateLimit` headers and `Retry-After` on 429", "API changelog with 11 dated entries between 11 September and 7 October 2026", "Audit log endpoint in CloudEvents 1.0 format covering 90 days, with the caller's IP address and origin on resource events", "The 18-tool MCP server refuses `create_vm`, `create_volume` and destructive `vm_action` calls unless `confirm: true` is passed" ], "weaknesses": [ "No free tier. Accounts are prepaid, and instances are discontinued and volumes deleted when the balance reaches zero", "Cloud API credentials carry one scope, `cloud-api-v1`, with no read-only credential found in the reviewed documentation", "`POST /v1/instances` has no idempotency key, so a retried launch can start a second billed instance", "The MCP server is marked beta and its tools carry no read-only or destructive annotations", "On 30 December 2025 a storage migration overwrote part of a shared filesystem in FIN-03, and Verda reported irreversible data loss for some customers", "No SLA was found, and the terms give no warranty of uninterrupted availability" ], "agentNotes": [ "Exchange the client ID and secret at `POST /v1/oauth2/token`, then send the access token as a Bearer header. It expires after 3,600 seconds, so refresh it.", "Send `location_code` on every create call. Requests without it have returned 400 since March 2026.", "Call `GET /v1/instance-availability` before launching. `POST /v1/instances` returns 503 `service_unavailable` when the location has no capacity.", "List instances before retrying a failed launch, because create has no idempotency key.", "Use the `delete` action to stop charges. `shutdown` keeps billing, and deleted volumes stay recoverable for 96 hours unless `delete_permanently` is set." ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 62.3 } ], "editorialScores": { "ergonomics": 63, "maintenance": 83, "payments": 20, "reliability": 67, "schema": 82, "security": 68, "transparency": 57 }, "provenanceScore": 95 }, "connect": { "install": "brew install verda-cloud/tap/verda-cli", "http": "curl -X POST https://api.verda.com/v1/oauth2/token -H \"Content-Type: application/json\" -d '{\"grant_type\":\"client_credentials\",\"client_id\":\"\u003cYOUR_CLIENT_ID\u003e\",\"client_secret\":\"\u003cYOUR_CLIENT_SECRET\u003e\"}'", "config": { "mcpServers": { "verda": { "args": [ "mcp", "serve" ], "command": "verda" } } } }, "letme": { "capability": "https://letme.dev/compute.gpu", "tool": "https://letme.dev/verda" }, "area": "models", "unitPrices": [ { "item": "H100 SXM5 80 GB, on-demand", "unit": "gpu-hour", "usd": 3.89, "note": "Spot $1.95. Billed in prepaid 10-minute increments" }, { "item": "H200 SXM5 141 GB, on-demand", "unit": "gpu-hour", "usd": 5.07, "note": "Spot $2.54" }, { "item": "B200 SXM6 180 GB, on-demand", "unit": "gpu-hour", "usd": 7.34, "note": "Spot $3.67" }, { "item": "B300 SXM6 268 GB, on-demand", "unit": "gpu-hour", "usd": 9.24, "note": "Spot $4.62" }, { "item": "A100 SXM4 80 GB, on-demand", "unit": "gpu-hour", "usd": 1.87, "note": "Spot $0.935" }, { "item": "L40S 48 GB, on-demand", "unit": "gpu-hour", "usd": 1.61, "note": "Spot $0.803" }, { "item": "H100 SXM5 80 GB, serverless container", "unit": "gpu-hour", "usd": 4.28, "note": "Spot $2.14. Billed per minute of replica use" }, { "item": "NVMe block volume or shared filesystem", "unit": "gb-month", "usd": 0.2, "note": "Per GiB" } ], "provenance": { "legalEntity": "DataCrunch Oy", "domain": "verda.com", "domainRegistered": "1998-05-22", "endpointOnVendorDomain": true, "terms": "https://verda.com/terms-and-conditions", "privacy": "https://verda.com/privacy-policy", "statusPage": "https://status.verda.com", "changelog": "https://docs.verda.com/welcome-to-verda/release-notes/verda-api-changes/", "securityTxt": "valid", "checked": "2026-10-08", "notes": [ "The Terms of Service, last updated 30 September 2025, name the supplier as Verda (DataCrunch Oy), apply Finnish law and set arbitration in Helsinki. They include the data processing terms.", "The CLI source carries the copyright of Verda Cloud Oy.", "The API answers at api.verda.com, a subdomain of the vendor domain.", "security.txt expires on 31 December 2026, lists security@verda.com and a policy at https://vdp.verda.com.", "RDAP for verda.com gives a registration date of 1998-05-22. The company took the Verda name later, and verda.com/llms.txt says it was previously known as DataCrunch.", "The privacy policy covers the website and the services and shows no readable date." ], "score": 95 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/verda.json", "live": { "slug": "verda", "probe": { "target": "https://api.verda.com/v1", "method": "get", "lastAt": "2026-10-09T09:45:12.309917753Z", "lastOk": true, "lastStatus": 401, "lastMs": 102, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 85, "p95ms24h": 151, "samples24h": 23, "samples30d": 23, "days": [ { "date": "2026-10-09", "probes": 23, "ok": 23 } ] }, "vendorStatus": { "page": "https://status.verda.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-09T07:58:39.142949931Z" }, "updatedAt": "2026-10-09T09:45:12.309917753Z" } }, "facts": [ { "a": "Model platform", "b": "HTTP API", "name": "Kind" }, { "a": "Northflank", "b": "Verda", "name": "Vendor" }, { "a": "https://api.northflank.com/v1", "b": "https://api.verda.com/v1", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP, stdio", "name": "Transports" }, { "a": "Token", "b": "OAuth", "name": "Auth" }, { "a": "Freemium", "b": "Pay per use", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "none", "b": "Proprietary service under Verda's Terms of Service. The CLI, the Python SDK and the Go SDK on GitHub are Apache-2.0", "name": "Licence" }, { "a": "none", "b": "18", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-09-24", "b": "2026-10-07", "name": "Last release" }, { "a": "2021-03-01", "b": "2025-09-30", "name": "Terms last updated" }, { "a": "2021-03-01", "b": "no date given", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "yes", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "yes", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "19k npm/wk", "b": "10k PyPI/wk", "name": "Popularity" }, { "a": "3.5/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Verda scores 62.3 (B) on agent readiness against Northflank's 61.3 (C), and leads in 5 of 7 scored categories. Northflank leads on security \u0026 auth and payments \u0026 pricing.", "question": "Which is better for AI agents, Northflank or Verda?" }, { "answer": "Yes. Northflank has a hosted endpoint at https://api.northflank.com/v1 and Verda at https://api.verda.com/v1.", "question": "Can an agent call Northflank and Verda without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Security \u0026 auth, 75 against 68", "Payments \u0026 pricing, 30 against 20" ], "also": [ "No incidents deducted, where Verda loses 3 points for them" ], "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" }, { "aheadOn": [ "Agent ergonomics, 63 against 48", "Maintenance \u0026 community, 83 against 65", "Transparency \u0026 trust, 76 against 55" ], "also": [ "Runs on your own machine" ], "goodFor": "Agents that rent whole GPU machines or clusters in Finland for training or batch work, or deploy scale-to-zero container endpoints, and that can run a local CLI for MCP.", "slug": "verda", "watchFor": "No free tier. Accounts are prepaid, and instances are discontinued and volumes deleted when the balance reaches zero" } ], "job": { "capability": "compute.gpu", "name": "Compute gpu" }, "others": [ { "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/baseten-vs-verda.json", "title": "Baseten vs Verda", "url": "https://www.anchorterminal.com/compare/baseten-vs-verda" }, { "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/beam-vs-verda.json", "title": "Beam vs Verda", "url": "https://www.anchorterminal.com/compare/beam-vs-verda" }, { "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/cerebrium-vs-verda.json", "title": "Cerebrium vs Verda", "url": "https://www.anchorterminal.com/compare/cerebrium-vs-verda" }, { "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/coreweave-vs-verda.json", "title": "CoreWeave vs Verda", "url": "https://www.anchorterminal.com/compare/coreweave-vs-verda" }, { "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/hugging-face-inference-endpoints-vs-verda.json", "title": "Hugging Face Inference Endpoints vs Verda", "url": "https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-verda" }, { "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/hyperbolic-vs-verda.json", "title": "Hyperbolic vs Verda", "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-verda" }, { "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/koyeb-vs-verda.json", "title": "Koyeb vs Verda", "url": "https://www.anchorterminal.com/compare/koyeb-vs-verda" }, { "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/lambda-vs-verda.json", "title": "Lambda Cloud vs Verda", "url": "https://www.anchorterminal.com/compare/lambda-vs-verda" }, { "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/modal-vs-verda.json", "title": "Modal vs Verda", "url": "https://www.anchorterminal.com/compare/modal-vs-verda" }, { "json": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank.json", "title": "Nebius AI Cloud vs Northflank", "url": "https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank" }, { "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/replicate-deploy-vs-verda.json", "title": "Replicate Deployments vs Verda", "url": "https://www.anchorterminal.com/compare/replicate-deploy-vs-verda" }, { "json": "https://www.anchorterminal.com/compare/runpod-vs-verda.json", "title": "Runpod vs Verda", "url": "https://www.anchorterminal.com/compare/runpod-vs-verda" }, { "json": "https://www.anchorterminal.com/compare/thunder-compute-vs-verda.json", "title": "Thunder Compute vs Verda", "url": "https://www.anchorterminal.com/compare/thunder-compute-vs-verda" }, { "json": "https://www.anchorterminal.com/compare/vast-ai-vs-verda.json", "title": "Vast.ai vs Verda", "url": "https://www.anchorterminal.com/compare/vast-ai-vs-verda" } ], "scores": [ { "by": 2, "edge": "verda", "key": "reliability", "name": "Reliability", "northflank": 65, "verda": 67, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 1, "edge": "verda", "key": "schema", "name": "Schema \u0026 documentation", "northflank": 81, "verda": 82, "weight": 13 }, { "by": 15, "edge": "verda", "key": "ergonomics", "name": "Agent ergonomics", "northflank": 48, "verda": 63, "weight": 13 }, { "by": 7, "edge": "northflank", "key": "security", "name": "Security \u0026 auth", "northflank": 75, "verda": 68, "weight": 14 }, { "by": 10, "edge": "northflank", "key": "payments", "name": "Payments \u0026 pricing", "northflank": 30, "verda": 20, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 18, "edge": "verda", "key": "maintenance", "name": "Maintenance \u0026 community", "northflank": 65, "verda": 83, "weight": 7 }, { "by": 21, "edge": "verda", "key": "transparency", "name": "Transparency \u0026 trust", "northflank": 55, "verda": 76, "weight": 7 } ], "summary": "Verda scores 62.3 (B) on agent readiness against Northflank's 61.3 (C), and leads in 5 of 7 scored categories. Northflank leads on security \u0026 auth and payments \u0026 pricing. Both do compute gpu.", "verdicts": { "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.", "verda": "The REST API has a public OpenAPI 3.1 document, a dated changelog, published rate limits with `Retry-After`, and an audit log endpoint. The CLI's MCP server refuses billed or destructive calls without `confirm: true`. Access needs a browser signup and a prepaid balance, credentials carry one scope, and instance creation has no idempotency key." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/northflank-vs-verda", "json": "https://www.anchorterminal.com/compare/northflank-vs-verda.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/northflank-vs-verda.md", "slim": "https://www.anchorterminal.com/compare/northflank-vs-verda.min.md" }, "markdown": "Verda scores 62.3 (B) on agent readiness against Northflank's 61.3 (C), and leads in 5 of 7 scored categories. Northflank leads on security \u0026 auth and payments \u0026 pricing. Both do compute gpu.\n\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- Verda: grade B, 62.3/100, rank #396 of 842. Markdown https://www.anchorterminal.com/tools/verda.md · JSON https://www.anchorterminal.com/api/v1/tools/verda.json\n\n## Which one, for what\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- Security \u0026 auth, 75 against 68\n- Payments \u0026 pricing, 30 against 20\n\nAlso in its favour:\n- No incidents deducted, where Verda loses 3 points for them\n\nWatch for: No scale to zero for services; minimum instances must be at least 1\n\n### Verda (B)\n\nGood for: Agents that rent whole GPU machines or clusters in Finland for training or batch work, or deploy scale-to-zero container endpoints, and that can run a local CLI for MCP.\n\nAhead on:\n- Agent ergonomics, 63 against 48\n- Maintenance \u0026 community, 83 against 65\n- Transparency \u0026 trust, 76 against 55\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: No free tier. Accounts are prepaid, and instances are discontinued and volumes deleted when the balance reaches zero\n\n\n## Score by category\n\n| Category | Weight | Northflank | Verda | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 65 | 67 | Verda +2 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 82 | Verda +1 |\n| Agent ergonomics | 13% (16.2 this run) | 48 | 63 | Verda +15 |\n| Security \u0026 auth | 14% (17.5 this run) | 75 | 68 | Northflank +7 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 20 | Northflank +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 65 | 83 | Verda +18 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 55 | 76 | Verda +21 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **61.3 · C** | **62.3 · B** | |\n\n## Facts side by side\n\n| Fact | Northflank | Verda |\n| --- | --- | --- |\n| Kind | Model platform | HTTP API |\n| Vendor | Northflank | Verda |\n| Hosted endpoint | `https://api.northflank.com/v1` | `https://api.verda.com/v1` |\n| Transports | HTTP | HTTP, stdio |\n| Auth | Token | OAuth |\n| Pricing | Freemium | Pay per use |\n| x402 | no | no |\n| Licence | none | Proprietary service under Verda's Terms of Service. The CLI, the Python SDK and the Go SDK on GitHub are Apache-2.0 |\n| Tools exposed | none | 18 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-24 | 2026-10-07 |\n| Terms last updated | 2021-03-01 | 2025-09-30 |\n| Privacy policy last updated | 2021-03-01 | no date given |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | yes |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | yes | yes |\n| Popularity | 19k npm/wk | 10k PyPI/wk |\n| Agent reviews | 3.5/5 (2) | none |\n\n## Verdicts\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**Verda.** The REST API has a public OpenAPI 3.1 document, a dated changelog, published rate limits with `Retry-After`, and an audit log endpoint. The CLI's MCP server refuses billed or destructive calls without `confirm: true`. Access needs a browser signup and a prepaid balance, credentials carry one scope, and instance creation has no idempotency key.\n\n## Before you call either\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### Verda\n\n1. Exchange the client ID and secret at `POST /v1/oauth2/token`, then send the access token as a Bearer header. It expires after 3,600 seconds, so refresh it.\n2. Send `location_code` on every create call. Requests without it have returned 400 since March 2026.\n3. Call `GET /v1/instance-availability` before launching. `POST /v1/instances` returns 503 `service_unavailable` when the location has no capacity.\n4. List instances before retrying a failed launch, because create has no idempotency key.\n5. Use the `delete` action to stop charges. `shutdown` keeps billing, and deleted volumes stay recoverable for 96 hours unless `delete_permanently` is set.\n\n## Questions\n\n### Which is better for AI agents, Northflank or Verda?\n\nVerda scores 62.3 (B) on agent readiness against Northflank's 61.3 (C), and leads in 5 of 7 scored categories. Northflank leads on security \u0026 auth and payments \u0026 pricing.\n\n### Can an agent call Northflank and Verda without installing anything?\n\nYes. Northflank has a hosted endpoint at https://api.northflank.com/v1 and Verda at https://api.verda.com/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/northflank-vs-verda.json, and with the fewest tokens: https://www.anchorterminal.com/compare/northflank-vs-verda.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"northflank\", \"b\": \"verda\"}`. From a terminal: `anchor compare northflank verda`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/northflank.json and https://www.anchorterminal.com/api/v1/tools/verda.json\n\n## Other comparisons with Northflank or Verda\n\n- [Baseten vs Northflank](https://www.anchorterminal.com/compare/baseten-vs-northflank.md)\n- [Baseten vs Verda](https://www.anchorterminal.com/compare/baseten-vs-verda.md)\n- [Beam vs Northflank](https://www.anchorterminal.com/compare/beam-vs-northflank.md)\n- [Beam vs Verda](https://www.anchorterminal.com/compare/beam-vs-verda.md)\n- [Cerebrium vs Northflank](https://www.anchorterminal.com/compare/cerebrium-vs-northflank.md)\n- [Cerebrium vs Verda](https://www.anchorterminal.com/compare/cerebrium-vs-verda.md)\n- [CoreWeave vs Northflank](https://www.anchorterminal.com/compare/coreweave-vs-northflank.md)\n- [CoreWeave vs Verda](https://www.anchorterminal.com/compare/coreweave-vs-verda.md)\n- [Hugging Face Inference Endpoints vs Northflank](https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-northflank.md)\n- [Hugging Face Inference Endpoints vs Verda](https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-verda.md)\n- [Hyperbolic vs Northflank](https://www.anchorterminal.com/compare/hyperbolic-vs-northflank.md)\n- [Hyperbolic vs Verda](https://www.anchorterminal.com/compare/hyperbolic-vs-verda.md)\n- [Koyeb vs Northflank](https://www.anchorterminal.com/compare/koyeb-vs-northflank.md)\n- [Koyeb vs Verda](https://www.anchorterminal.com/compare/koyeb-vs-verda.md)\n- [Lambda Cloud vs Northflank](https://www.anchorterminal.com/compare/lambda-vs-northflank.md)\n- [Lambda Cloud vs Verda](https://www.anchorterminal.com/compare/lambda-vs-verda.md)\n- [Modal vs Northflank](https://www.anchorterminal.com/compare/modal-vs-northflank.md)\n- [Modal vs Verda](https://www.anchorterminal.com/compare/modal-vs-verda.md)\n- [Nebius AI Cloud vs Northflank](https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-northflank.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- [Replicate Deployments vs Verda](https://www.anchorterminal.com/compare/replicate-deploy-vs-verda.md)\n- [Runpod vs Verda](https://www.anchorterminal.com/compare/runpod-vs-verda.md)\n- [Thunder Compute vs Verda](https://www.anchorterminal.com/compare/thunder-compute-vs-verda.md)\n- [Vast.ai vs Verda](https://www.anchorterminal.com/compare/vast-ai-vs-verda.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": "Northflank vs Verda", "url": "" } ], "description": "Verda scores 62.3 (B) on agent readiness against Northflank's 61.3 (C), and leads in 5 of 7 scored categories. Northflank leads on security \u0026 auth and payments \u0026 pricing. Both do compute gpu. Category scores, facts, verdicts and agent notes side by side.", "facts": [ "Northflank C 61.3", "Verda B 62.3", "scores" ], "h1": "Northflank vs Verda", "image": "https://www.anchorterminal.com/assets/og/compare-northflank-vs-verda.png", "path": "/compare/northflank-vs-verda", "published": "2026-10-01", "section": "tools", "title": "Northflank vs Verda for AI agents, C 61.3 vs B 62.3 | Anchor Terminal", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/northflank-vs-verda" }, "tokens": { "markdown": 2350, "slim": 680 }, "version": 1 }