{
  "data": {
    "a": {
      "slug": "blockrun-ai",
      "name": "BlockRun.AI",
      "vendor": "BlockRun, Inc.",
      "vendorUrl": "https://blockrun.ai",
      "kind": "mcp",
      "category": "inference",
      "summary": "Model and API gateway with an OpenAI-compatible interface, MCP support and per-request stablecoin payments through x402.",
      "url": "https://www.anchorterminal.com/tools/blockrun-ai",
      "markdownUrl": "https://www.anchorterminal.com/tools/blockrun-ai.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/blockrun-ai.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/blockrun-ai.json",
      "repo": "https://github.com/BlockRunAI/blockrun-llm",
      "license": "MIT",
      "transports": [
        "stdio"
      ],
      "packages": [
        {
          "registry": "pypi",
          "name": "blockrun-llm"
        },
        {
          "registry": "npm",
          "name": "@blockrun/llm"
        },
        {
          "registry": "npm",
          "name": "@blockrun/mcp"
        }
      ],
      "auth": "mixed",
      "authNotes": "Either an API key backed by prepaid card credit (user.blockrun.ai) or a non-custodial wallet signing x402 USDC payments (Base mainnet at https://blockrun.ai/api, Solana at https://sol.blockrun.ai/api, testnets available).",
      "pricing": "usage",
      "pricingNotes": "Per-token LLM pricing by model ($0.20-$30 per 1M input, $0.40-$180 per 1M output per SDK README; site examples $10/$50 for Claude Fable 5.1, $4/$20 for GPT-5.6 Sol per 1M tokens); per-token chat models billed at zero platform margin since 2026-08-08, plus a flat $0.001 network fee per wallet call on Base since 2026-07-29 (the account rail and the Solana gateway charge no fee); images $0.015-$0.10; web search $0.011/search; some data endpoints $0.002-$0.0085 per call; six or seven free models (the vendor's repository says 6, its llms.txt names 7, after four NVIDIA free models retired on 2026-08-30); failed calls (400, 402, 429, 5xx) aren't charged; x402 in USDC on Base or Solana (https://blockrun.ai/docs/resources/changelog; https://blockrun.ai/docs/api-reference/errors; https://github.com/BlockRunAI/blockrun-mcp).",
      "priceSummary": "Pay per use",
      "where": "local",
      "x402": {
        "level": "yes",
        "evidence": "Core business model: x402 v2 micropayments in USDC (ERC-20 on Base mainnet, SPL on Solana) per request; the '~$0.002/call' figure could NOT be verified for LLM inference, which is per-token; $0.002 appears only for trading-market/stock data endpoints (https://github.com/BlockRunAI/blockrun-llm; https://github.com/BlockRunAI/awesome-blockrun)",
        "endpoints": [
          {
            "url": "https://blockrun.ai/api/v1/chat/completions",
            "priceUsd": null,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 19,
      "popularity": {
        "githubStars": 5,
        "npmWeekly": null,
        "pypiWeekly": 679,
        "asOf": "2026-09-26"
      },
      "docsUrl": "https://github.com/BlockRunAI/awesome-blockrun",
      "llmsTxt": "https://blockrun.ai/llms.txt",
      "openapi": "https://blockrun.ai/api/openapi",
      "capabilities": [
        "inference.llm",
        "web.search",
        "market.crypto"
      ],
      "tags": [
        "hosted",
        "x402",
        "inference",
        "openai-compatible"
      ],
      "lastRelease": "2026-09-29",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 72.4,
        "grade": "BB",
        "agentReady": true,
        "rank": 104,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 4,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 85,
          "payments": 100,
          "reliability": 55,
          "schema": 75,
          "security": 70,
          "transparency": 65
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "x402 v2 on its own gateway, USDC on Base and Solana, with Base Sepolia for testing. The status page shows live checks only and keeps no incident history.",
        "bestFor": "Agents that must start and pay with no human sign-up, and builders testing x402 against a real inference gateway.",
        "strengths": [
          "x402 v2 on its own gateway, USDC on Base and Solana, with Base Sepolia for testing",
          "Rate limits and 429 headers published, and 400, 402, 429 and 5xx responses aren't charged",
          "Privacy policy says prompts aren't stored past the request and aren't used for training, with request metadata kept 30 days",
          "The MCP server marks every one of its 19 tools with readOnlyHint or destructiveHint, and trades need `confirm:true`",
          "Dated gateway changelog with entries most weeks, last on 2026-09-29"
        ],
        "weaknesses": [
          "The status page shows live checks only and keeps no incident history",
          "The terms say 'We do not commit to any particular uptime', and there's no SLA",
          "Models are removed on the day, with no notice period, and the terms let providers withdraw a model at any time",
          "No subprocessor list or data locations, and the privacy footer names a different entity from the terms",
          "The wallet key controls the whole balance and sits in a local file or environment variable"
        ],
        "agentNotes": [
          "Fund a dedicated wallet with a small USDC balance. The balance is the spending cap",
          "Use `blockrun_wallet` delegate with `agent_limit` before handing a sub-agent the server",
          "On a 429, wait `Retry-After` and read `X-RateLimit-Source` to fail over to the same tier on another provider",
          "Call `blockrun_models` before hard-coding a model name, since models are removed without notice",
          "Use `mode:\"free\"` for drafts and classification, paid models for generation"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 72.4
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 85,
          "payments": 100,
          "reliability": 55,
          "schema": 75,
          "security": 70,
          "transparency": 50
        },
        "provenanceScore": 80
      },
      "connect": {
        "claudeCode": "claude mcp add blockrun -- npx -y @blockrun/mcp",
        "config": {
          "mcpServers": {
            "blockrun": {
              "args": [
                "-y",
                "@blockrun/mcp"
              ],
              "command": "npx",
              "env": {
                "BLOCKRUN_WALLET_KEY": "${BLOCKRUN_WALLET_KEY}"
              }
            }
          }
        },
        "x402": "curl -s -i https://blockrun.ai/api/v1/chat/completions -H 'content-type: application/json' -d '{\"model\":\"\u003cmodel\u003e\",\"messages\":[{\"role\":\"user\",\"content\":\"hi\"}]}'\n# 402 Payment Required -\u003e PAYMENT-REQUIRED header -\u003e retry with PAYMENT-SIGNATURE"
      },
      "letme": {
        "capability": "https://letme.dev/inference.llm",
        "tool": "https://letme.dev/blockrun-ai"
      },
      "area": "models",
      "provenance": {
        "legalEntity": "BlockRun, Inc.",
        "domain": "blockrun.ai",
        "domainRegistered": "2025-10-06",
        "domainNote": "The terms (updated 2026-09-02) name BlockRun, Inc., a Delaware corporation headquartered in San Francisco, while the privacy policy footer says BlockRun Labs, Inc. No founders or street address are published. The domain is under a year old. The status page is self-hosted and keeps no incident history.",
        "endpointOnVendorDomain": null,
        "terms": "https://blockrun.ai/terms",
        "privacy": "https://blockrun.ai/privacy",
        "statusPage": "https://blockrun.ai/status",
        "changelog": "https://blockrun.ai/docs/resources/changelog",
        "securityTxt": "valid",
        "checked": "2026-10-02",
        "score": 80
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/blockrun-ai.json",
      "live": {
        "slug": "blockrun-ai",
        "vendorStatus": {
          "page": "https://blockrun.ai/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-10T00:50:10.740211562Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "BlockRunAI/blockrun-llm",
            "version": "v1.17.1",
            "released": "2026-09-30",
            "seenAt": "2026-10-09T16:43:11.157214264Z"
          },
          {
            "registry": "npm",
            "name": "@blockrun/llm",
            "version": "3.20.1",
            "seenAt": "2026-10-09T16:43:08.936996037Z"
          },
          {
            "registry": "npm",
            "name": "@blockrun/mcp",
            "version": "0.54.2",
            "seenAt": "2026-10-09T16:43:09.755794892Z"
          },
          {
            "registry": "pypi",
            "name": "blockrun-llm",
            "version": "1.18.1",
            "released": "2026-10-02",
            "seenAt": "2026-10-09T16:43:08.742088908Z"
          }
        ],
        "githubStars": 5,
        "npmWeekly": 3405,
        "pypiWeekly": 795,
        "securityTxt": {
          "url": "https://blockrun.ai/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-10-09T15:39:14.162Z",
          "checkedAt": "2026-10-09T15:39:13.893092195Z"
        },
        "llmsTxt": {
          "url": "https://blockrun.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-09T14:01:32.215620416Z"
        },
        "domain": {
          "domain": "blockrun.ai",
          "registered": "2025-10-06",
          "source": "https://rdap.identitydigital.services/rdap/domain/blockrun.ai",
          "checkedAt": "2026-10-04T13:10:06.086473367Z"
        },
        "pages": [
          {
            "url": "https://blockrun.ai/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-01T13:11:21.906696649Z",
            "changedAt": "2026-09-30T13:09:43.712367412Z",
            "fingerprint": "658ca7fbc8ce"
          },
          {
            "url": "https://blockrun.ai/docs/resources/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-09T18:33:10.292397535Z",
            "changedAt": "2026-10-09T18:33:10.292397535Z",
            "fingerprint": "1bcc07be9185"
          },
          {
            "url": "https://blockrun.ai/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-09T18:33:12.706249242Z",
            "changedAt": "2026-10-09T18:33:12.706249242Z",
            "fingerprint": "39de12256659"
          },
          {
            "url": "https://blockrun.ai/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-09T18:33:14.51765012Z",
            "changedAt": "2026-10-09T18:33:14.51765012Z",
            "fingerprint": "51bc10d5065d"
          }
        ],
        "updatedAt": "2026-10-10T00:50:10.740211562Z"
      }
    },
    "answer": "BlockRun.AI scores 72.4 (BB) on agent readiness against Novita AI's 53.5 (D), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "novita-ai",
      "name": "Novita AI",
      "vendor": "Novita AI",
      "vendorUrl": "https://novita.ai",
      "kind": "model",
      "category": "inference",
      "summary": "Novita AI is a hosted inference API for open-weight language models, with embeddings, reranking, image, video and speech models on the same key. It answers OpenAI-style calls at api.novita.ai with a Bearer key.",
      "url": "https://www.anchorterminal.com/tools/novita-ai",
      "markdownUrl": "https://www.anchorterminal.com/tools/novita-ai.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/novita-ai.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/novita-ai.json",
      "repo": "https://github.com/novitalabs/novita-skills",
      "license": "Proprietary service under the Novita AI Terms of Service. The agent skill and the MCP server are MIT",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.novita.ai/openai",
      "packages": [
        {
          "registry": "npm",
          "name": "novita-sdk"
        },
        {
          "registry": "pypi",
          "name": "novita-client"
        },
        {
          "registry": "npm",
          "name": "@novitalabs/novita-mcp-server"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve Bearer key from Key Management in the console after a browser sign-up. Keys start with `sk_`, are shown once, number up to 10 an account and take an expiry of 24 hours, 30 days, 90 days or none. A per-key model access policy and source IP allowlist can be set by API. `auth.md` also describes OAuth with PKCE after the user signs in and approves (https://docs.novita.ai/guides/llm-api-keys, https://novita.ai/auth.md).",
      "pricing": "usage",
      "pricingNotes": "Pay per token from prepaid credit. `deepseek/deepseek-v4.1-flash` costs $0.30 in and $1.20 out per 1M tokens, batch is 50 per cent off as an introductory price, and two models are listed as free. A voucher for new users is described without an amount, and whether a card is needed was not found (https://novita.ai/pricing, checked 2026-10-09).",
      "priceSummary": "from $0.05 / 1M in",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the docs site map, the pricing page or the skill repository (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 6,
        "npmWeekly": 1363,
        "pypiWeekly": null,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://docs.novita.ai/guides/introduction",
      "rateLimitsUrl": "https://docs.novita.ai/guides/llm-rate-limits",
      "llmsTxt": "https://docs.novita.ai/llms.txt",
      "openapi": "https://novita.ai/.well-known/openapi.json",
      "capabilities": [
        "inference.llm",
        "inference.open-weights",
        "embed.text",
        "rerank",
        "image.generate",
        "video.generate",
        "speech.tts",
        "compute.batch"
      ],
      "tags": [
        "hosted",
        "model",
        "open-weights",
        "usage-based",
        "llms-txt",
        "openai-compatible",
        "batch",
        "prompt-caching",
        "changelog"
      ],
      "lastRelease": "2026-09-28",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 53.5,
        "grade": "D",
        "agentReady": false,
        "rank": 706,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 15,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 62,
          "payments": 35,
          "reliability": 28,
          "schema": 62,
          "security": 65,
          "transparency": 56
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-09"
        },
        "negative": 0,
        "verdict": "Per-token prices for about 140 language models are public, and each key can carry an expiry, a model allowlist and a source IP allowlist. No status page, SLA or security.txt was found, the per-model rate limit figures are drawn by script, and both vendor SDK repositories are archived while the docs still point to them.",
        "bestFor": "Agents that want many open-weight models at per-token prices behind one OpenAI-style key, with keys that can be limited by model, IP and expiry.",
        "strengths": [
          "API keys take an expiry of 24 hours, 30 days or 90 days, a per-key model access policy and a per-key source IP allowlist, the last two settable by API",
          "The pricing page lists input, output and cache-read prices per 1M tokens with context size for each language model, readable without a login",
          "The terms commit to zero data retention and say content is not used to train Novita's models by default, with stated exceptions",
          "A billing page states which HTTP statuses are charged. 400, 401, 403, 429, 500, 503 and 504 are not, and 200 and 499 are",
          "A dated changelog holds 84 entries since February 2024, 11 of them in the 90 days to 9 October 2026, and `llms.txt` links a Markdown copy of every docs page"
        ],
        "weaknesses": [
          "No status page or SLA was found on the home page, the docs index or the docs site map. The home page states 99.5% uptime with no supporting document",
          "The rate limit page explains five tiers by monthly top-up, and the RPM and TPM figures per model are drawn by script and were not readable",
          "`deepseek/deepseek-v4-flash` was retired on 9 October 2026 on a notice dated 28 September 2026, and the named replacement is priced higher",
          "The Python and JavaScript SDK repositories are archived, last changed in November 2024 and March 2025, and the SDK docs page still tells users to install them",
          "The terms name the contracting party only as Novita AI, with no corporate form or address, and no DPA or sub-processor list was found",
          "The Acceptable Use Policy forbids scripts, bots or crawlers that extract data from the Site. Recorded as a fact, and it matters before any probe is run"
        ],
        "agentNotes": [
          "Set the OpenAI client base URL to `https://api.novita.ai/openai` and send the key as `Authorization: Bearer`. Keys start with `sk_`",
          "Do not close a connection to stop generation. A request that reached the model is billed in full under status 499, so cap output with `max_tokens`",
          "On 429, check whether the code is `RATE_LIMIT_EXCEEDED` or `TOKEN_LIMIT_EXCEEDED` and back off exponentially. No `Retry-After` header is documented",
          "Read the changelog for retirement notices before pinning a model id. One retirement in October 2026 came with 11 days' notice",
          "Ask the account owner for a key with an expiry, a model access policy and an IP allowlist. Keys are created and deleted only in the console"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 53.5
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 62,
          "payments": 35,
          "reliability": 28,
          "schema": 62,
          "security": 65,
          "transparency": 42
        },
        "provenanceScore": 69
      },
      "connect": {
        "install": "pip install openai   # or: npm install openai",
        "http": "curl \"https://api.novita.ai/openai/v1/chat/completions\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Authorization: Bearer $NOVITA_API_KEY\" \\\n  -d '{\"model\":\"deepseek/deepseek-v4.1-flash\",\"messages\":[{\"role\":\"user\",\"content\":\"Hello\"}]}'"
      },
      "letme": {
        "capability": "https://letme.dev/inference.llm",
        "tool": "https://letme.dev/novita-ai"
      },
      "area": "models",
      "provenance": {
        "legalEntity": "Novita AI",
        "domain": "novita.ai",
        "domainRegistered": "2023-09-18",
        "endpointOnVendorDomain": true,
        "terms": "https://novita.ai/legal/terms-of-service",
        "privacy": "https://novita.ai/legal/privacy-policy",
        "statusPage": "",
        "changelog": "https://docs.novita.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-10-09",
        "notes": [
          "The Terms of Service, updated 5 August 2026, name the party only as Novita AI, with no corporate form or address. They cover the site and the services sold through it, the inference APIs included, under Delaware law with arbitration.",
          "The Privacy Policy, effective 13 May 2026, covers the website and services and says it does not apply to content processed on behalf of customers, which it leaves to customer agreements.",
          "The Acceptable Use Policy, effective 5 August 2026, is part of the terms.",
          "No status page was found on the home page, the pricing page, the docs index or the docs site map.",
          "https://novita.ai/.well-known/security.txt returns 404.",
          "RDAP for novita.ai gives a registration date of 2023-09-18.",
          "The API answers at api.novita.ai and the docs at docs.novita.ai. `auth.md` names a token endpoint at api-server.novita.ai.",
          "No SLA, DPA or sub-processor list was found. The trust centre at trust.novita.ai is drawn by script and was not read."
        ],
        "score": 69
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/novita-ai.json",
      "live": {
        "slug": "novita-ai",
        "probe": {
          "target": "https://api.novita.ai/openai",
          "method": "get",
          "lastAt": "2026-10-10T04:40:57.441378264Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 174,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 194,
          "p95ms24h": 295,
          "samples24h": 133,
          "samples30d": 133,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 85,
              "ok": 85
            },
            {
              "date": "2026-10-10",
              "probes": 48,
              "ok": 48
            }
          ]
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@novitalabs/novita-mcp-server",
            "version": "1.0.2",
            "seenAt": "2026-10-09T17:08:41.708799275Z"
          },
          {
            "registry": "npm",
            "name": "novita-sdk",
            "version": "3.1.3",
            "seenAt": "2026-10-09T17:08:40.700432938Z"
          },
          {
            "registry": "pypi",
            "name": "novita-client",
            "version": "0.7.1",
            "released": "2024-11-08",
            "seenAt": "2026-10-09T17:08:41.522030178Z"
          }
        ],
        "githubStars": 6,
        "npmWeekly": 1363,
        "pypiWeekly": 540,
        "pages": [
          {
            "url": "https://docs.novita.ai/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-09T18:37:52.275657851Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "1f496fd964c8"
          },
          {
            "url": "https://docs.novita.ai/changelog/28-09-26",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-09T18:37:54.59372706Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "1f496fd964c8"
          },
          {
            "url": "https://novita.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:42:34.466314386Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "fd70ed7ca34a"
          },
          {
            "url": "https://novita.ai/legal/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-09T18:42:29.861270188Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "a91f11239499"
          },
          {
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    },
    "facts": [
      {
        "a": "MCP server",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "BlockRun, Inc.",
        "b": "Novita AI",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "https://api.novita.ai/openai",
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        "name": "Privacy policy last updated"
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        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
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        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
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        "a": "not found in the text",
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        "name": "Terms restrict benchmarking"
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        "b": "yes",
        "name": "Terms or service can change without notice"
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      {
        "a": "not found in the text",
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        "name": "Arbitration or class-action waiver"
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        "a": "5 stars, 679 PyPI/wk",
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      {
        "a": "3.5/5 (2)",
        "b": "none",
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    "faq": [
      {
        "answer": "BlockRun.AI scores 72.4 (BB) on agent readiness against Novita AI's 53.5 (D), and leads in 6 of 7 scored categories.",
        "question": "Which is better for AI agents, BlockRun.AI or Novita AI?"
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      {
        "answer": "BlockRun.AI takes an API key or an OAuth sign-in. Novita AI needs an API key. An agent can also pay BlockRun.AI per call over x402, with no account.",
        "question": "Do BlockRun.AI and Novita AI need an API key?"
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        "answer": "BlockRun.AI runs on your own machine, with no hosted endpoint listed. Novita AI has a hosted endpoint at https://api.novita.ai/openai.",
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          "Maintenance \u0026 community, 85 against 62",
          "Transparency \u0026 trust, 65 against 56"
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          "An agent can pay per call over x402, with no account",
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        "slug": "novita-ai",
        "watchFor": "No status page or SLA was found on the home page, the docs index or the docs site map. The home page states 99.5% uptime with no supporting document"
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        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-cloudflare-workers-ai.json",
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        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-cohere-chat.json",
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        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-cohere-chat"
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        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra.json",
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        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra"
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        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-deepseek-api.json",
        "title": "BlockRun.AI vs DeepSeek API",
        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-deepseek-api"
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      {
        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-gemini-api.json",
        "title": "BlockRun.AI vs Gemini Developer API",
        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-gemini-api"
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      {
        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-groq.json",
        "title": "BlockRun.AI vs GroqCloud",
        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-groq"
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      {
        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-mistral-api.json",
        "title": "BlockRun.AI vs Mistral AI API",
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        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-openai-api.json",
        "title": "BlockRun.AI vs OpenAI API",
        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-openai-api"
      },
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        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-openrouter.json",
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        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-openrouter"
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        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-prism-inference.json",
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        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-prism-inference"
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      {
        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-sambanova.json",
        "title": "BlockRun.AI vs SambaCloud",
        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-sambanova"
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      {
        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-siliconflow.json",
        "title": "BlockRun.AI vs SiliconFlow",
        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-siliconflow"
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      {
        "json": "https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-novita-ai.json",
        "title": "Cloudflare AI Gateway vs Novita AI",
        "url": "https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-novita-ai"
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        "json": "https://www.anchorterminal.com/compare/cloudflare-workers-ai-vs-novita-ai.json",
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        "url": "https://www.anchorterminal.com/compare/cloudflare-workers-ai-vs-novita-ai"
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        "url": "https://www.anchorterminal.com/compare/cohere-chat-vs-novita-ai"
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        "json": "https://www.anchorterminal.com/compare/deepinfra-vs-novita-ai.json",
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        "json": "https://www.anchorterminal.com/compare/mistral-api-vs-novita-ai.json",
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        "json": "https://www.anchorterminal.com/compare/novita-ai-vs-openai-api.json",
        "title": "Novita AI vs OpenAI API",
        "url": "https://www.anchorterminal.com/compare/novita-ai-vs-openai-api"
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        "json": "https://www.anchorterminal.com/compare/novita-ai-vs-openrouter.json",
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      {
        "json": "https://www.anchorterminal.com/compare/novita-ai-vs-prism-inference.json",
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        "url": "https://www.anchorterminal.com/compare/novita-ai-vs-prism-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/novita-ai-vs-sambanova.json",
        "title": "Novita AI vs SambaCloud",
        "url": "https://www.anchorterminal.com/compare/novita-ai-vs-sambanova"
      },
      {
        "json": "https://www.anchorterminal.com/compare/novita-ai-vs-siliconflow.json",
        "title": "Novita AI vs SiliconFlow",
        "url": "https://www.anchorterminal.com/compare/novita-ai-vs-siliconflow"
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    ],
    "scores": [
      {
        "blockrun-ai": 55,
        "by": 27,
        "edge": "blockrun-ai",
        "key": "reliability",
        "name": "Reliability",
        "novita-ai": 28,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "blockrun-ai": 75,
        "by": 13,
        "edge": "blockrun-ai",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "novita-ai": 62,
        "weight": 13
      },
      {
        "blockrun-ai": 70,
        "by": 2,
        "edge": "novita-ai",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "novita-ai": 72,
        "weight": 13
      },
      {
        "blockrun-ai": 70,
        "by": 5,
        "edge": "blockrun-ai",
        "key": "security",
        "name": "Security \u0026 auth",
        "novita-ai": 65,
        "weight": 14
      },
      {
        "blockrun-ai": 100,
        "by": 65,
        "edge": "blockrun-ai",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "novita-ai": 35,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "blockrun-ai": 85,
        "by": 23,
        "edge": "blockrun-ai",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "novita-ai": 62,
        "weight": 7
      },
      {
        "blockrun-ai": 65,
        "by": 9,
        "edge": "blockrun-ai",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "novita-ai": 56,
        "weight": 7
      }
    ],
    "summary": "BlockRun.AI scores 72.4 (BB) on agent readiness against Novita AI's 53.5 (D), and leads in 6 of 7 scored categories. Both do llm inference. BlockRun.AI accepts x402. Novita AI doesn't.",
    "verdicts": {
      "blockrun-ai": "x402 v2 on its own gateway, USDC on Base and Solana, with Base Sepolia for testing. The status page shows live checks only and keeps no incident history.",
      "novita-ai": "Per-token prices for about 140 language models are public, and each key can carry an expiry, a model allowlist and a source IP allowlist. No status page, SLA or security.txt was found, the per-model rate limit figures are drawn by script, and both vendor SDK repositories are archived while the docs still point to them."
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    "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-novita-ai.json",
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  "markdown": "BlockRun.AI scores 72.4 (BB) on agent readiness against Novita AI's 53.5 (D), and leads in 6 of 7 scored categories. Both do llm inference. BlockRun.AI accepts x402. Novita AI doesn't.\n\n- BlockRun.AI: grade BB, 72.4/100, rank #104 of 950. Markdown https://www.anchorterminal.com/tools/blockrun-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/blockrun-ai.json\n- Novita AI: grade D, 53.5/100, rank #706 of 950. Markdown https://www.anchorterminal.com/tools/novita-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/novita-ai.json\n- Best model APIs and inference for AI agents: https://www.anchorterminal.com/best/inference/index.md\n- All 136 models comparisons: https://www.anchorterminal.com/compare/inference/index.md\n\n## Which one, for what\n\n### BlockRun.AI (BB)\n\nGood for: Agents that must start and pay with no human sign-up, and builders testing x402 against a real inference gateway.\n\nAhead on:\n- Reliability, 55 against 28\n- Schema \u0026 documentation, 75 against 62\n- Security \u0026 auth, 70 against 65\n- Payments \u0026 pricing, 100 against 35\n- Maintenance \u0026 community, 85 against 62\n- Transparency \u0026 trust, 65 against 56\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- An agent can pay per call over x402, with no account\n- Runs on your own machine\n\nWatch for: The status page shows live checks only and keeps no incident history\n\n### Novita AI (D)\n\nGood for: Agents that want many open-weight models at per-token prices behind one OpenAI-style key, with keys that can be limited by model, IP and expiry.\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: No status page or SLA was found on the home page, the docs index or the docs site map. The home page states 99.5% uptime with no supporting document\n\n\n## Score by category\n\n| Category | Weight | BlockRun.AI | Novita AI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 55 | 28 | BlockRun.AI +27 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 75 | 62 | BlockRun.AI +13 |\n| Agent ergonomics | 13% (16.2 this run) | 70 | 72 | Novita AI +2 |\n| Security \u0026 auth | 14% (17.5 this run) | 70 | 65 | BlockRun.AI +5 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 100 | 35 | BlockRun.AI +65 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 85 | 62 | BlockRun.AI +23 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 65 | 56 | BlockRun.AI +9 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **72.4 · BB** | **53.5 · D** | |\n\n## Facts side by side\n\n| Fact | BlockRun.AI | Novita AI |\n| --- | --- | --- |\n| Kind | MCP server | Model API |\n| Vendor | BlockRun, Inc. | Novita AI |\n| Hosted endpoint | no (local only) | `https://api.novita.ai/openai` |\n| Transports | stdio | HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Pay per use | Pay per use |\n| x402 | yes | no |\n| Licence | MIT | Proprietary service under the Novita AI Terms of Service. The agent skill and the MCP server are MIT |\n| Tools exposed | 19 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-29 | 2026-09-28 |\n| Terms last updated | 2026-09-02 | 2026-08-05 |\n| Privacy policy last updated | 2026-09-02 | 2026-05-13 |\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 | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Popularity | 5 stars, 679 PyPI/wk | 6 stars, 1.4k npm/wk |\n| Agent reviews | 3.5/5 (2) | none |\n\n## Verdicts\n\n**BlockRun.AI.** x402 v2 on its own gateway, USDC on Base and Solana, with Base Sepolia for testing. The status page shows live checks only and keeps no incident history.\n\n**Novita AI.** Per-token prices for about 140 language models are public, and each key can carry an expiry, a model allowlist and a source IP allowlist. No status page, SLA or security.txt was found, the per-model rate limit figures are drawn by script, and both vendor SDK repositories are archived while the docs still point to them.\n\n## Before you call either\n\n### BlockRun.AI\n\n1. Fund a dedicated wallet with a small USDC balance. The balance is the spending cap\n2. Use `blockrun_wallet` delegate with `agent_limit` before handing a sub-agent the server\n3. On a 429, wait `Retry-After` and read `X-RateLimit-Source` to fail over to the same tier on another provider\n4. Call `blockrun_models` before hard-coding a model name, since models are removed without notice\n5. Use `mode:\"free\"` for drafts and classification, paid models for generation\n\n### Novita AI\n\n1. Set the OpenAI client base URL to `https://api.novita.ai/openai` and send the key as `Authorization: Bearer`. Keys start with `sk_`\n2. Do not close a connection to stop generation. A request that reached the model is billed in full under status 499, so cap output with `max_tokens`\n3. On 429, check whether the code is `RATE_LIMIT_EXCEEDED` or `TOKEN_LIMIT_EXCEEDED` and back off exponentially. No `Retry-After` header is documented\n4. Read the changelog for retirement notices before pinning a model id. One retirement in October 2026 came with 11 days' notice\n5. Ask the account owner for a key with an expiry, a model access policy and an IP allowlist. Keys are created and deleted only in the console\n\n## Questions\n\n### Which is better for AI agents, BlockRun.AI or Novita AI?\n\nBlockRun.AI scores 72.4 (BB) on agent readiness against Novita AI's 53.5 (D), and leads in 6 of 7 scored categories.\n\n### Do BlockRun.AI and Novita AI need an API key?\n\nBlockRun.AI takes an API key or an OAuth sign-in. Novita AI needs an API key. An agent can also pay BlockRun.AI per call over x402, with no account.\n\n### Can an agent call BlockRun.AI and Novita AI without installing anything?\n\nBlockRun.AI runs on your own machine, with no hosted endpoint listed. Novita AI has a hosted endpoint at https://api.novita.ai/openai.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/blockrun-ai-vs-novita-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/blockrun-ai-vs-novita-ai.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"blockrun-ai\", \"b\": \"novita-ai\"}`. From a terminal: `anchor compare blockrun-ai novita-ai`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/blockrun-ai.json and https://www.anchorterminal.com/api/v1/tools/novita-ai.json\n\n## Other comparisons with BlockRun.AI or Novita AI\n\n- [Claude API vs BlockRun.AI](https://www.anchorterminal.com/compare/anthropic-api-vs-blockrun-ai.md)\n- [Claude API vs Novita AI](https://www.anchorterminal.com/compare/anthropic-api-vs-novita-ai.md)\n- [Antseed vs BlockRun.AI](https://www.anchorterminal.com/compare/antseed-vs-blockrun-ai.md)\n- [Antseed vs Novita AI](https://www.anchorterminal.com/compare/antseed-vs-novita-ai.md)\n- [BlockRun.AI vs Cloudflare AI Gateway](https://www.anchorterminal.com/compare/blockrun-ai-vs-cloudflare-ai-gateway.md)\n- [BlockRun.AI vs Cloudflare Workers AI](https://www.anchorterminal.com/compare/blockrun-ai-vs-cloudflare-workers-ai.md)\n- [BlockRun.AI vs Cohere Chat API (Command models)](https://www.anchorterminal.com/compare/blockrun-ai-vs-cohere-chat.md)\n- [BlockRun.AI vs DeepInfra](https://www.anchorterminal.com/compare/blockrun-ai-vs-deepinfra.md)\n- [BlockRun.AI vs DeepSeek API](https://www.anchorterminal.com/compare/blockrun-ai-vs-deepseek-api.md)\n- [BlockRun.AI vs Gemini Developer API](https://www.anchorterminal.com/compare/blockrun-ai-vs-gemini-api.md)\n- [BlockRun.AI vs GroqCloud](https://www.anchorterminal.com/compare/blockrun-ai-vs-groq.md)\n- [BlockRun.AI vs Mistral AI API](https://www.anchorterminal.com/compare/blockrun-ai-vs-mistral-api.md)\n- [BlockRun.AI vs OpenAI API](https://www.anchorterminal.com/compare/blockrun-ai-vs-openai-api.md)\n- [BlockRun.AI vs OpenRouter](https://www.anchorterminal.com/compare/blockrun-ai-vs-openrouter.md)\n- [BlockRun.AI vs Prism Inference](https://www.anchorterminal.com/compare/blockrun-ai-vs-prism-inference.md)\n- [BlockRun.AI vs SambaCloud](https://www.anchorterminal.com/compare/blockrun-ai-vs-sambanova.md)\n- [BlockRun.AI vs SiliconFlow](https://www.anchorterminal.com/compare/blockrun-ai-vs-siliconflow.md)\n- [Cloudflare AI Gateway vs Novita AI](https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-novita-ai.md)\n- [Cloudflare Workers AI vs Novita AI](https://www.anchorterminal.com/compare/cloudflare-workers-ai-vs-novita-ai.md)\n- [Cohere Chat API (Command models) vs Novita AI](https://www.anchorterminal.com/compare/cohere-chat-vs-novita-ai.md)\n- [DeepInfra vs Novita AI](https://www.anchorterminal.com/compare/deepinfra-vs-novita-ai.md)\n- [DeepSeek API vs Novita AI](https://www.anchorterminal.com/compare/deepseek-api-vs-novita-ai.md)\n- [Gemini Developer API vs Novita AI](https://www.anchorterminal.com/compare/gemini-api-vs-novita-ai.md)\n- [GroqCloud vs Novita AI](https://www.anchorterminal.com/compare/groq-vs-novita-ai.md)\n- [Mistral AI API vs Novita AI](https://www.anchorterminal.com/compare/mistral-api-vs-novita-ai.md)\n- [Novita AI vs OpenAI API](https://www.anchorterminal.com/compare/novita-ai-vs-openai-api.md)\n- [Novita AI vs OpenRouter](https://www.anchorterminal.com/compare/novita-ai-vs-openrouter.md)\n- [Novita AI vs Prism Inference](https://www.anchorterminal.com/compare/novita-ai-vs-prism-inference.md)\n- [Novita AI vs SambaCloud](https://www.anchorterminal.com/compare/novita-ai-vs-sambanova.md)\n- [Novita AI vs SiliconFlow](https://www.anchorterminal.com/compare/novita-ai-vs-siliconflow.md)\n",
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