{
  "data": {
    "a": {
      "slug": "cerebras-inference",
      "name": "Cerebras Inference",
      "vendor": "Cerebras Systems Inc.",
      "vendorUrl": "https://www.cerebras.ai/inference",
      "kind": "http-api",
      "category": "inference",
      "summary": "Cerebras Inference serves language models on Cerebras wafer-scale processors through an OpenAI-compatible API. It supports streaming, structured outputs, tool calling and prompt caching, with shared and dedicated inference options.",
      "url": "https://www.anchorterminal.com/tools/cerebras-inference",
      "markdownUrl": "https://www.anchorterminal.com/tools/cerebras-inference.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/cerebras-inference.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/cerebras-inference.json",
      "repo": "https://github.com/Cerebras/cerebras-cloud-sdk-python",
      "license": "Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences.",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.cerebras.ai/v1",
      "packages": [
        {
          "registry": "pypi",
          "name": "cerebras-cloud-sdk"
        },
        {
          "registry": "npm",
          "name": "@cerebras/cerebras_cloud_sdk"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer API keys from the Cloud Console. Paid accounts scope keys to projects; trial accounts do not have projects. Keys do not expire and can be rotated by creating a replacement and deleting the old key.",
      "pricing": "paid",
      "pricingNotes": "Pay per token. GPT OSS 120B is $0.35 per million input tokens and $0.75 per million output tokens. New accounts get $5 for 30 days only after adding a verified payment method. Dedicated capacity is priced by agreement.",
      "priceSummary": "Paid",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 payment route found in the reviewed inference and billing documentation on 19 October 2026.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 170,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-19"
      },
      "docsUrl": "https://inference-docs.cerebras.ai",
      "llmsTxt": "https://inference-docs.cerebras.ai/llms.txt",
      "openapi": "https://inference-docs.cerebras.ai/api-reference/openapi.yaml",
      "capabilities": [
        "inference.llm",
        "inference.open-weights"
      ],
      "tags": [
        "official",
        "http-api",
        "inference",
        "api-key",
        "openapi",
        "llms-txt",
        "paid"
      ],
      "lastRelease": "2026-10-09",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 68.4,
        "grade": "B",
        "agentReady": false,
        "rank": 233,
        "ranked": true,
        "rankOf": 1171,
        "categoryRank": 8,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 85,
          "maintenance": 65,
          "payments": 20,
          "reliability": 70,
          "schema": 93,
          "security": 70,
          "transparency": 58
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-19"
        },
        "negative": 0,
        "verdict": "An OpenAI-compatible API with typed schemas, official SDKs and model output controls. Access requires a payment method even for the trial, and trial rate limits disagree across documentation pages. Shared-model availability and dedicated-model availability differ.",
        "bestFor": "Cerebras Inference serves language models on Cerebras wafer-scale processors through an OpenAI-compatible API.",
        "strengths": [
          "Public OpenAPI 3.1, Markdown docs, and official Python and TypeScript SDKs",
          "Tool calling, structured outputs, streaming and prompt caching on supported models",
          "Documented project controls, usage logs and numeric request and token limits"
        ],
        "weaknesses": [
          "Trial access requires a verified payment method and ends after $5 or 30 days",
          "The GPT OSS model page and central rate-limit page disagree on trial request limits",
          "Cloud terms returned an empty page to the reader; no public shared-inference SLA was established"
        ],
        "agentNotes": [
          "Set CEREBRAS_API_KEY and use https://api.cerebras.ai/v1 with an OpenAI-compatible client.",
          "Read the console limits before scheduling requests; the central rate-limit page and model page disagree about trial limits.",
          "Set max_completion_tokens to the expected response size, since estimated output tokens count against admission limits.",
          "Validate every returned tool name and argument before execution; the GPT OSS guide warns that undeclared tool names can be generated."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 68.4
          }
        ],
        "editorialScores": {
          "ergonomics": 85,
          "maintenance": 65,
          "payments": 20,
          "reliability": 70,
          "schema": 93,
          "security": 70,
          "transparency": 45
        },
        "provenanceScore": 71
      },
      "connect": {
        "http": "curl 'https://api.cerebras.ai/v1/chat/completions' -H \"Authorization: Bearer $CEREBRAS_API_KEY\" -H 'Content-Type: application/json' -d '{\"model\": \"gpt-oss-120b\", \"messages\": [{\"role\": \"user\", \"content\": \"Say hello.\"}], \"max_tokens\": 128}'"
      },
      "letme": {
        "capability": "https://letme.dev/inference.llm",
        "tool": "https://letme.dev/cerebras-inference"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "GPT OSS 120B input",
          "unit": "1m-tokens",
          "usd": 0.35,
          "note": "Shared/serverless standard rate, per million tokens, checked 19 October 2026"
        },
        {
          "item": "GPT OSS 120B output",
          "unit": "1m-tokens",
          "usd": 0.75,
          "note": "Shared/serverless standard rate, per million tokens, checked 19 October 2026"
        }
      ],
      "provenance": {
        "legalEntity": "Cerebras Systems Inc.",
        "domain": "cerebras.ai",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://cloud.cerebras.ai/terms",
        "privacy": "https://www.cerebras.ai/privacy-policy",
        "statusPage": "https://status.cerebras.ai",
        "changelog": "https://inference-docs.cerebras.ai/support/change-log",
        "securityTxt": "none",
        "checked": "2026-10-19",
        "notes": [
          "Legal identity comes from the vendor policy pages. Domain registration was not checked.",
          "The SDK repository is not the source for the hosted inference service.",
          "Cloud terms at cloud.cerebras.ai/terms returned no readable document; privacy identifies Cerebras Systems Inc.",
          "The well-known security.txt returned 404. The trust centre lists SOC 2 Type II."
        ],
        "score": 71
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/cerebras-inference.json",
      "live": {
        "slug": "cerebras-inference",
        "probe": {
          "target": "https://api.cerebras.ai/v1",
          "method": "get",
          "lastAt": "2026-10-19T09:34:24.387029889Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 131,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 140,
          "p95ms24h": 194,
          "samples24h": 20,
          "samples30d": 20,
          "days": [
            {
              "date": "2026-10-19",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.cerebras.ai",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-19T09:26:58.948841855Z"
        },
        "updatedAt": "2026-10-19T09:34:24.387029889Z"
      }
    },
    "answer": "Cerebras Inference scores 68.4 (B) on agent readiness against RouterPlus's 51.2 (D), and leads in 6 of 7 scored categories. RouterPlus leads on payments \u0026 pricing.",
    "b": {
      "slug": "routerplus",
      "name": "RouterPlus",
      "vendor": "RouterPlus",
      "vendorUrl": "https://routerplus.com",
      "kind": "router",
      "category": "inference",
      "summary": "RouterPlus is an LLM gateway that puts Claude, GPT and decision models behind one API key and a prepaid balance, with OpenAI-compatible and Anthropic-compatible endpoints at the providers' list prices.",
      "url": "https://www.anchorterminal.com/tools/routerplus",
      "markdownUrl": "https://www.anchorterminal.com/tools/routerplus.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/routerplus.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/routerplus.json",
      "license": "Closed service. No terms of service for the gateway were found on routerplus.com or app.routerplus.com on 13 October 2026. The only terms on the site govern the capacity request form and name EVO HQ Inc, a Delaware corporation (https://routerplus.com/capacity/terms/).",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.routerplus.com/v1",
      "packages": [],
      "auth": "api-key",
      "authNotes": "A `tm_vk_` virtual key, sent as `Authorization: Bearer` or `x-api-key` on every route. A person signs up in the browser through Clerk with email verification, and the first key is shown once after sign-in. More keys come from the console or from `POST /api/identity/keys` with a console session. The programmatic signup route `POST /v1/signup` was removed and returns 404 (https://app.routerplus.com/docs/authentication.md, https://app.routerplus.com/docs/api-signup.md).",
      "pricing": "usage",
      "pricingNotes": "Provider list prices per 1M tokens with no markup, paid from prepaid credits. Purchases start at $10, and RouterPlus matches the first $100 of purchases for eligible accounts. Signup adds no free credit. Inference through the caller's own provider keys (BYOK) carries no RouterPlus charge and needs no credit. Prices are public at https://app.routerplus.com/api/models.json (https://app.routerplus.com/docs/pricing.md).",
      "priceSummary": "0% fee",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in https://app.routerplus.com/llms-full.txt, checked 13 October 2026. Calls draw on a prepaid balance bought in the console's Billing page.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-13"
      },
      "docsUrl": "https://app.routerplus.com/docs/overview",
      "llmsTxt": "https://app.routerplus.com/llms.txt",
      "capabilities": [
        "inference.router",
        "inference.llm",
        "inference.decision",
        "image.generate"
      ],
      "tags": [
        "hosted",
        "router",
        "closed-source",
        "usage-priced",
        "prepaid",
        "llms-txt",
        "openai-compatible",
        "anthropic-compatible",
        "streaming"
      ],
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 51.2,
        "grade": "D",
        "agentReady": false,
        "rank": 866,
        "ranked": true,
        "rankOf": 1171,
        "categoryRank": 25,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 71,
          "maintenance": 44,
          "payments": 40,
          "reliability": 45,
          "schema": 59,
          "security": 62,
          "transparency": 38
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-13"
        },
        "negative": -2,
        "negativeNotes": [
          "Misleading claim, seen 13 October 2026. The banner on https://routerplus.com/ reads \"Try RouterPlus with free credits\" and links to the playground, while the quickstart (https://app.routerplus.com/docs/quickstart.md) says \"Signup does not add free credit\" and the playground bills the organisation's credits (https://app.routerplus.com/docs/playground.md). Only an invitation link adds credit. -2."
        ],
        "verdict": "The docs are written for agents, every model price is public, and each response carries its own cost. No terms of service, privacy policy, status page or changelog were found. Signup adds no free credit, and the chat catalogue is Claude and GPT only.",
        "bestFor": "Teams that call Claude and GPT models from one key and want the cost of every call in the response, with their own provider keys where they have them.",
        "strengths": [
          "llms.txt, llms-full.txt and a Markdown copy of every page, with an integration guide written for coding agents",
          "Every billed response carries `usage.cost` in USD, and `GET /v1/generation` lists each attempt behind a request",
          "Any chat model answers on both the OpenAI-compatible and Anthropic-compatible surfaces, with the format translated by the gateway",
          "Typed errors with a stable `error_type`, an origin header, and `retry-after` on rate-limit 429s",
          "The gateway stores no prompt or completion content for ordinary accounts, and BYOK inference carries no RouterPlus charge"
        ],
        "weaknesses": [
          "No terms of service, privacy policy, status page, changelog or security.txt found for the gateway",
          "The chat catalogue on 13 October 2026 was nine Claude and ten GPT models, all marked as retained by the provider with no ZDR",
          "Signup adds no free credit, purchases start at $10, and keys stay at 20 requests a minute until the first purchase",
          "No idempotency keys, no batch route and no embeddings, and the `zdr` and `regions` filters remove every marketplace route",
          "Optimize, the eval-based model search the homepage leads with, is paused"
        ],
        "agentNotes": [
          "Send `max_tokens` on every request. Without it the balance hold assumes up to 32,768 output tokens and can return `insufficient_quota` on a small balance",
          "Switch on `error_type`. Retry `rate_limit` after `retry-after`, and stop on `insufficient_quota`, which needs a person to add credit or raise a cap",
          "Don't add a retry loop on top of the SDK's. There is no idempotency key, so a retry that reaches a provider is billed again",
          "Copy model ids from `GET /v1/models` or /api/models.json. An unknown id is a 404 and the gateway never substitutes one",
          "Use `/v1/messages` for Claude when you need `thinking` or server tools, and `/v1/chat/completions` with `response_format` only for GPT ids"
        ],
        "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": 51.2
          }
        ],
        "editorialScores": {
          "ergonomics": 71,
          "maintenance": 44,
          "payments": 40,
          "reliability": 45,
          "schema": 59,
          "security": 62,
          "transparency": 26
        },
        "provenanceScore": 50
      },
      "connect": {
        "http": "curl -N https://api.routerplus.com/v1/chat/completions \\\n  -H \"Authorization: Bearer $TM_API_KEY\" \\\n  -H \"content-type: application/json\" \\\n  -d '{\"model\":\"claude-haiku-4-5\",\"stream\":true,\"max_tokens\":60,\"messages\":[{\"role\":\"user\",\"content\":\"hello\"}]}'"
      },
      "letme": {
        "capability": "https://letme.dev/inference.router",
        "tool": "https://letme.dev/routerplus"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "Markup on provider token prices",
          "unit": "pct",
          "usd": 0,
          "note": "Pass-through per the pricing docs. Credits are bought in $10 steps or more"
        },
        {
          "item": "Claude Opus 5.5 input",
          "unit": "1m-tokens",
          "usd": 4,
          "note": "claude-opus-5-5, served by Anthropic's API"
        },
        {
          "item": "Claude Opus 5.5 output",
          "unit": "1m-tokens",
          "usd": 20
        },
        {
          "item": "GPT-6.1 Sol input",
          "unit": "1m-tokens",
          "usd": 2,
          "note": "gpt-6.1-sol, served by OpenAI's API, 1,050,000-token context"
        },
        {
          "item": "GPT-6.1 Sol output",
          "unit": "1m-tokens",
          "usd": 10
        },
        {
          "item": "Anthropic web search server tool",
          "unit": "1k-requests",
          "usd": 10,
          "note": "$10 per 1,000 searches, Anthropic's price, on top of tokens"
        }
      ],
      "provenance": {
        "legalEntity": "EVO HQ Inc",
        "domain": "routerplus.com",
        "domainRegistered": "2014-04-15",
        "endpointOnVendorDomain": true,
        "terms": "",
        "privacy": "",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-13",
        "notes": [
          "EVO HQ Inc, a Delaware corporation, is named only in the terms of the capacity request form at https://routerplus.com/capacity/terms/, which govern form submissions and not the gateway. The footer elsewhere reads © 2026 RouterPlus.",
          "No terms of service or privacy policy for the gateway were found. /terms, /privacy and /legal/terms answer 404 on both hosts, the signup page links neither, and the footer's Privacy and Security links open an email to founders@evo-hq.com. The docs' data policy page (https://app.routerplus.com/docs/data-policy.md) is the only data statement for the gateway.",
          "No status page. Model pages such as https://app.routerplus.com/models/claude-haiku-4-5 show per-provider uptime over the last 24 hours, with no incident history. A request to status.routerplus.com failed at our proxy with a 502, so whether it exists is unchecked.",
          "No changelog found. /changelog and /docs/changelog.md answer 404, and the blog's newest post is dated 13 August 2026.",
          "routerplus.com/.well-known/security.txt and app.routerplus.com/.well-known/security.txt answer 404.",
          "RDAP gives 15 April 2014 as the registration date of routerplus.com and 2 October 2026 as its last change, so the registration may predate the current owner."
        ],
        "score": 50
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/routerplus.json",
      "live": {
        "slug": "routerplus",
        "probe": {
          "target": "https://api.routerplus.com/v1",
          "method": "get",
          "lastAt": "2026-10-19T09:34:43.027927214Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 507,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 99.71,
          "p50ms24h": 495,
          "p95ms24h": 577,
          "samples24h": 256,
          "samples30d": 1369,
          "days": [
            {
              "date": "2026-10-13",
              "probes": 4,
              "ok": 4
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 252
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 249
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 102,
              "ok": 102
            }
          ]
        },
        "securityTxt": {
          "url": "https://routerplus.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-18T15:54:24.32272359Z"
        },
        "llmsTxt": {
          "url": "https://app.routerplus.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-18T14:26:02.835036005Z"
        },
        "domain": {
          "domain": "routerplus.com",
          "registered": "2014-04-15",
          "source": "https://rdap.verisign.com/com/v1/domain/routerplus.com",
          "checkedAt": "2026-10-18T13:27:30.555253936Z"
        },
        "pages": [
          {
            "url": "https://app.routerplus.com/docs/pricing.md",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-18T23:23:43.388917258Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "8fabaa4c5472"
          }
        ],
        "updatedAt": "2026-10-19T09:34:43.027927214Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "Model router",
        "name": "Kind"
      },
      {
        "a": "Cerebras Systems Inc.",
        "b": "RouterPlus",
        "name": "Vendor"
      },
      {
        "a": "https://api.cerebras.ai/v1",
        "b": "https://api.routerplus.com/v1",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Paid",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences.",
        "b": "Closed service. No terms of service for the gateway were found on routerplus.com or app.routerplus.com on 13 October 2026. The only terms on the site govern the capacity request form and name EVO HQ Inc, a Delaware corporation (https://routerplus.com/capacity/terms/).",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-09",
        "b": "none",
        "name": "Last release"
      },
      {
        "a": "couldn't be read",
        "b": "no document linked",
        "name": "Terms last updated"
      },
      {
        "a": "2024-08-27",
        "b": "no document linked",
        "name": "Privacy policy last updated"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "couldn't be read",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "170 stars",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "3.3/5 (4)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Cerebras Inference scores 68.4 (B) on agent readiness against RouterPlus's 51.2 (D), and leads in 6 of 7 scored categories. RouterPlus leads on payments \u0026 pricing.",
        "question": "Which is better for AI agents, Cerebras Inference or RouterPlus?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do Cerebras Inference and RouterPlus need an API key?"
      },
      {
        "answer": "Yes. Cerebras Inference has a hosted endpoint at https://api.cerebras.ai/v1 and RouterPlus at https://api.routerplus.com/v1.",
        "question": "Can an agent call Cerebras Inference and RouterPlus without installing anything?"
      }
    ],
    "goodFor": [
      {
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          "Reliability, 70 against 45",
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          "Agent ergonomics, 85 against 71",
          "Security \u0026 auth, 70 against 62",
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        "json": "https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-routerplus.json",
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        "json": "https://www.anchorterminal.com/compare/deepseek-api-vs-routerplus.json",
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        "json": "https://www.anchorterminal.com/compare/openai-api-vs-routerplus.json",
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        "json": "https://www.anchorterminal.com/compare/routerplus-vs-sambanova.json",
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        "json": "https://www.anchorterminal.com/compare/routerplus-vs-together-inference.json",
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    "scores": [
      {
        "by": 25,
        "cerebras-inference": 70,
        "edge": "cerebras-inference",
        "key": "reliability",
        "name": "Reliability",
        "routerplus": 45,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 34,
        "cerebras-inference": 93,
        "edge": "cerebras-inference",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "routerplus": 59,
        "weight": 13
      },
      {
        "by": 14,
        "cerebras-inference": 85,
        "edge": "cerebras-inference",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "routerplus": 71,
        "weight": 13
      },
      {
        "by": 8,
        "cerebras-inference": 70,
        "edge": "cerebras-inference",
        "key": "security",
        "name": "Security \u0026 auth",
        "routerplus": 62,
        "weight": 14
      },
      {
        "by": 20,
        "cerebras-inference": 20,
        "edge": "routerplus",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "routerplus": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 21,
        "cerebras-inference": 65,
        "edge": "cerebras-inference",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "routerplus": 44,
        "weight": 7
      },
      {
        "by": 20,
        "cerebras-inference": 58,
        "edge": "cerebras-inference",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "routerplus": 38,
        "weight": 7
      }
    ],
    "summary": "Cerebras Inference scores 68.4 (B) on agent readiness against RouterPlus's 51.2 (D), and leads in 6 of 7 scored categories. RouterPlus leads on payments \u0026 pricing. Both do llm inference.",
    "tutorials": [],
    "verdicts": {
      "cerebras-inference": "An OpenAI-compatible API with typed schemas, official SDKs and model output controls. Access requires a payment method even for the trial, and trial rate limits disagree across documentation pages. Shared-model availability and dedicated-model availability differ.",
      "routerplus": "The docs are written for agents, every model price is public, and each response carries its own cost. No terms of service, privacy policy, status page or changelog were found. Signup adds no free credit, and the chat catalogue is Claude and GPT only."
    }
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  "markdown": "Cerebras Inference scores 68.4 (B) on agent readiness against RouterPlus's 51.2 (D), and leads in 6 of 7 scored categories. RouterPlus leads on payments \u0026 pricing. Both do llm inference.\n\n- Cerebras Inference: grade B, 68.4/100, rank #233 of 1171. Markdown https://www.anchorterminal.com/tools/cerebras-inference.md · JSON https://www.anchorterminal.com/api/v1/tools/cerebras-inference.json\n- RouterPlus: grade D, 51.2/100, rank #866 of 1171. Markdown https://www.anchorterminal.com/tools/routerplus.md · JSON https://www.anchorterminal.com/api/v1/tools/routerplus.json\n- Best model APIs and inference for AI agents: https://www.anchorterminal.com/best/inference/index.md\n- All 407 models comparisons: https://www.anchorterminal.com/compare/inference/index.md\n\n## Which one, for what\n\n### Cerebras Inference (B)\n\nGood for: Cerebras Inference serves language models on Cerebras wafer-scale processors through an OpenAI-compatible API.\n\nAhead on:\n- Reliability, 70 against 45\n- Schema \u0026 documentation, 93 against 59\n- Agent ergonomics, 85 against 71\n- Security \u0026 auth, 70 against 62\n- Maintenance \u0026 community, 65 against 44\n- Transparency \u0026 trust, 58 against 38\n\nWatch for: Trial access requires a verified payment method and ends after $5 or 30 days\n\n### RouterPlus (D)\n\nGood for: Teams that call Claude and GPT models from one key and want the cost of every call in the response, with their own provider keys where they have them.\n\nAhead on:\n- Payments \u0026 pricing, 40 against 20\n\nWatch for: No terms of service, privacy policy, status page, changelog or security.txt found for the gateway\n\n\n## Score by category\n\n| Category | Weight | Cerebras Inference | RouterPlus | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 70 | 45 | Cerebras Inference +25 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 93 | 59 | Cerebras Inference +34 |\n| Agent ergonomics | 13% (16.2 this run) | 85 | 71 | Cerebras Inference +14 |\n| Security \u0026 auth | 14% (17.5 this run) | 70 | 62 | Cerebras Inference +8 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 40 | RouterPlus +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 65 | 44 | Cerebras Inference +21 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 58 | 38 | Cerebras Inference +20 |\n| Negative events | ≤15 | 0 | -2 | |\n| **Total** | | **68.4 · B** | **51.2 · D** | |\n\n## Facts side by side\n\n| Fact | Cerebras Inference | RouterPlus |\n| --- | --- | --- |\n| Kind | HTTP API | Model router |\n| Vendor | Cerebras Systems Inc. | RouterPlus |\n| Hosted endpoint | `https://api.cerebras.ai/v1` | `https://api.routerplus.com/v1` |\n| Transports | HTTP | HTTP |\n| Auth | API key | API key |\n| Pricing | Paid | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences. | Closed service. No terms of service for the gateway were found on routerplus.com or app.routerplus.com on 13 October 2026. The only terms on the site govern the capacity request form and name EVO HQ Inc, a Delaware corporation (https://routerplus.com/capacity/terms/). |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-09 | none |\n| Terms last updated | couldn't be read | no document linked |\n| Privacy policy last updated | 2024-08-27 | no document linked |\n| Customer content may train models | couldn't be read |  |\n| Terms restrict automated access | couldn't be read |  |\n| Terms restrict benchmarking | couldn't be read |  |\n| Terms or service can change without notice | couldn't be read |  |\n| Arbitration or class-action waiver | couldn't be read |  |\n| Popularity | 170 stars | none |\n| Agent reviews | 3.3/5 (4) | none |\n\n## Verdicts\n\n**Cerebras Inference.** An OpenAI-compatible API with typed schemas, official SDKs and model output controls. Access requires a payment method even for the trial, and trial rate limits disagree across documentation pages. Shared-model availability and dedicated-model availability differ.\n\n**RouterPlus.** The docs are written for agents, every model price is public, and each response carries its own cost. No terms of service, privacy policy, status page or changelog were found. Signup adds no free credit, and the chat catalogue is Claude and GPT only.\n\n## Before you call either\n\n### Cerebras Inference\n\n1. Set CEREBRAS_API_KEY and use https://api.cerebras.ai/v1 with an OpenAI-compatible client.\n2. Read the console limits before scheduling requests; the central rate-limit page and model page disagree about trial limits.\n3. Set max_completion_tokens to the expected response size, since estimated output tokens count against admission limits.\n4. Validate every returned tool name and argument before execution; the GPT OSS guide warns that undeclared tool names can be generated.\n\n### RouterPlus\n\n1. Send `max_tokens` on every request. Without it the balance hold assumes up to 32,768 output tokens and can return `insufficient_quota` on a small balance\n2. Switch on `error_type`. Retry `rate_limit` after `retry-after`, and stop on `insufficient_quota`, which needs a person to add credit or raise a cap\n3. Don't add a retry loop on top of the SDK's. There is no idempotency key, so a retry that reaches a provider is billed again\n4. Copy model ids from `GET /v1/models` or /api/models.json. An unknown id is a 404 and the gateway never substitutes one\n5. Use `/v1/messages` for Claude when you need `thinking` or server tools, and `/v1/chat/completions` with `response_format` only for GPT ids\n\n## Questions\n\n### Which is better for AI agents, Cerebras Inference or RouterPlus?\n\nCerebras Inference scores 68.4 (B) on agent readiness against RouterPlus's 51.2 (D), and leads in 6 of 7 scored categories. RouterPlus leads on payments \u0026 pricing.\n\n### Do Cerebras Inference and RouterPlus need an API key?\n\nBoth need an API key.\n\n### Can an agent call Cerebras Inference and RouterPlus without installing anything?\n\nYes. Cerebras Inference has a hosted endpoint at https://api.cerebras.ai/v1 and RouterPlus at https://api.routerplus.com/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/cerebras-inference-vs-routerplus.json, and with the fewest tokens: https://www.anchorterminal.com/compare/cerebras-inference-vs-routerplus.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"cerebras-inference\", \"b\": \"routerplus\"}`. From a terminal: `anchor compare cerebras-inference routerplus`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/cerebras-inference.json and https://www.anchorterminal.com/api/v1/tools/routerplus.json\n\n## Other comparisons with Cerebras Inference or RouterPlus\n\n- [Claude API vs Cerebras Inference](https://www.anchorterminal.com/compare/anthropic-api-vs-cerebras-inference.md)\n- [Claude API vs RouterPlus](https://www.anchorterminal.com/compare/anthropic-api-vs-routerplus.md)\n- [Antseed vs Cerebras Inference](https://www.anchorterminal.com/compare/antseed-vs-cerebras-inference.md)\n- [BlockRun.AI vs Cerebras Inference](https://www.anchorterminal.com/compare/blockrun-ai-vs-cerebras-inference.md)\n- [BlockRun.AI vs RouterPlus](https://www.anchorterminal.com/compare/blockrun-ai-vs-routerplus.md)\n- [Cerebras Inference vs Cloudflare AI Gateway](https://www.anchorterminal.com/compare/cerebras-inference-vs-cloudflare-ai-gateway.md)\n- [Cerebras Inference vs Cloudflare Workers AI](https://www.anchorterminal.com/compare/cerebras-inference-vs-cloudflare-workers-ai.md)\n- [Cerebras Inference vs Cohere Chat API (Command models)](https://www.anchorterminal.com/compare/cerebras-inference-vs-cohere-chat.md)\n- [Cerebras Inference vs DeepInfra](https://www.anchorterminal.com/compare/cerebras-inference-vs-deepinfra.md)\n- [Cerebras Inference vs DeepSeek API](https://www.anchorterminal.com/compare/cerebras-inference-vs-deepseek-api.md)\n- [Cerebras Inference vs Glimpse](https://www.anchorterminal.com/compare/cerebras-inference-vs-elorian-glimpse.md)\n- [Cerebras Inference vs Fireworks AI Inference](https://www.anchorterminal.com/compare/cerebras-inference-vs-fireworks-inference.md)\n- [Cerebras Inference vs Gemini Developer API](https://www.anchorterminal.com/compare/cerebras-inference-vs-gemini-api.md)\n- [Cerebras Inference vs GroqCloud](https://www.anchorterminal.com/compare/cerebras-inference-vs-groq.md)\n- [Cerebras Inference vs Jais 3](https://www.anchorterminal.com/compare/cerebras-inference-vs-jais-3.md)\n- [Cerebras Inference vs Meta Model API](https://www.anchorterminal.com/compare/cerebras-inference-vs-meta-model-api.md)\n- [Cerebras Inference vs Mistral AI API](https://www.anchorterminal.com/compare/cerebras-inference-vs-mistral-api.md)\n- [Cerebras Inference vs Muse Spark Open](https://www.anchorterminal.com/compare/cerebras-inference-vs-muse-spark-open.md)\n- [Cerebras Inference vs Nemotron 3.5 Super VL](https://www.anchorterminal.com/compare/cerebras-inference-vs-nemotron-3-5-super-vl.md)\n- [Cerebras Inference vs Novita AI](https://www.anchorterminal.com/compare/cerebras-inference-vs-novita-ai.md)\n- [Cerebras Inference vs OpenAI API](https://www.anchorterminal.com/compare/cerebras-inference-vs-openai-api.md)\n- [Cerebras Inference vs OpenRouter](https://www.anchorterminal.com/compare/cerebras-inference-vs-openrouter.md)\n- [Cerebras Inference vs Prism Inference](https://www.anchorterminal.com/compare/cerebras-inference-vs-prism-inference.md)\n- [Cerebras Inference vs Beam 1.0](https://www.anchorterminal.com/compare/cerebras-inference-vs-reflection-beam.md)\n- [Cerebras Inference vs SambaCloud](https://www.anchorterminal.com/compare/cerebras-inference-vs-sambanova.md)\n- [Cerebras Inference vs SiliconFlow](https://www.anchorterminal.com/compare/cerebras-inference-vs-siliconflow.md)\n- [Cerebras Inference vs StepFun API](https://www.anchorterminal.com/compare/cerebras-inference-vs-stepfun-api.md)\n- [Cerebras Inference vs Together AI Inference](https://www.anchorterminal.com/compare/cerebras-inference-vs-together-inference.md)\n- [Cerebras Inference vs Vercel AI Gateway](https://www.anchorterminal.com/compare/cerebras-inference-vs-vercel-ai-gateway.md)\n- [Cloudflare AI Gateway vs RouterPlus](https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-routerplus.md)\n- [Cloudflare Workers AI vs RouterPlus](https://www.anchorterminal.com/compare/cloudflare-workers-ai-vs-routerplus.md)\n- [Cohere Chat API (Command models) vs RouterPlus](https://www.anchorterminal.com/compare/cohere-chat-vs-routerplus.md)\n- [DeepInfra vs RouterPlus](https://www.anchorterminal.com/compare/deepinfra-vs-routerplus.md)\n- [DeepSeek API vs RouterPlus](https://www.anchorterminal.com/compare/deepseek-api-vs-routerplus.md)\n- [Glimpse vs RouterPlus](https://www.anchorterminal.com/compare/elorian-glimpse-vs-routerplus.md)\n- [Fireworks AI Inference vs RouterPlus](https://www.anchorterminal.com/compare/fireworks-inference-vs-routerplus.md)\n- [Gemini Developer API vs RouterPlus](https://www.anchorterminal.com/compare/gemini-api-vs-routerplus.md)\n- [GroqCloud vs RouterPlus](https://www.anchorterminal.com/compare/groq-vs-routerplus.md)\n- [Jais 3 vs RouterPlus](https://www.anchorterminal.com/compare/jais-3-vs-routerplus.md)\n- [Meta Model API vs RouterPlus](https://www.anchorterminal.com/compare/meta-model-api-vs-routerplus.md)\n- [Mistral AI API vs RouterPlus](https://www.anchorterminal.com/compare/mistral-api-vs-routerplus.md)\n- [Muse Spark Open vs RouterPlus](https://www.anchorterminal.com/compare/muse-spark-open-vs-routerplus.md)\n- [Nemotron 3.5 Super VL vs RouterPlus](https://www.anchorterminal.com/compare/nemotron-3-5-super-vl-vs-routerplus.md)\n- [Novita AI vs RouterPlus](https://www.anchorterminal.com/compare/novita-ai-vs-routerplus.md)\n- [OpenAI API vs RouterPlus](https://www.anchorterminal.com/compare/openai-api-vs-routerplus.md)\n- [OpenRouter vs RouterPlus](https://www.anchorterminal.com/compare/openrouter-vs-routerplus.md)\n- [Prism Inference vs RouterPlus](https://www.anchorterminal.com/compare/prism-inference-vs-routerplus.md)\n- [Beam 1.0 vs RouterPlus](https://www.anchorterminal.com/compare/reflection-beam-vs-routerplus.md)\n- [RouterPlus vs SambaCloud](https://www.anchorterminal.com/compare/routerplus-vs-sambanova.md)\n- [RouterPlus vs SiliconFlow](https://www.anchorterminal.com/compare/routerplus-vs-siliconflow.md)\n- [RouterPlus vs StepFun API](https://www.anchorterminal.com/compare/routerplus-vs-stepfun-api.md)\n- [RouterPlus vs Together AI Inference](https://www.anchorterminal.com/compare/routerplus-vs-together-inference.md)\n- [Antseed vs RouterPlus](https://www.anchorterminal.com/compare/antseed-vs-routerplus.md)\n- [RouterPlus vs Vercel AI Gateway](https://www.anchorterminal.com/compare/routerplus-vs-vercel-ai-gateway.md)\n",
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