{
  "data": {
    "a": {
      "slug": "langsmith",
      "name": "LangSmith API + MCP",
      "vendor": "LangChain",
      "vendorUrl": "https://www.langchain.com/langsmith",
      "kind": "http-api",
      "category": "agent-observability",
      "summary": "LangChain's hosted tracing, evaluation, prompt hub and dataset platform, framework-agnostic with Python and TypeScript SDKs and OpenTelemetry ingest.",
      "url": "https://www.anchorterminal.com/tools/langsmith",
      "markdownUrl": "https://www.anchorterminal.com/tools/langsmith.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/langsmith.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/langsmith.json",
      "repo": "https://github.com/langchain-ai/langsmith-sdk",
      "license": "MIT (SDK only, platform closed source)",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.smith.langchain.com",
      "packages": [
        {
          "registry": "pypi",
          "name": "langsmith"
        },
        {
          "registry": "npm",
          "name": "langsmith"
        }
      ],
      "auth": "mixed",
      "authNotes": "API key in the `X-Api-Key` header (personal or service keys, workspace-scoped). The remote MCP server uses OAuth 2.1 with dynamic client registration for interactive clients, or the same API key header for headless ones.",
      "pricing": "freemium",
      "pricingNotes": "Developer is free for 1 seat with 5,000 base traces a month. Plus $39 a seat a month with 10,000 base traces, unlimited seats and one free small deployment. Enterprise custom. Beyond the included traces, a base trace costs 0.005 LSU ($5 per 1,000 at $1 an LSU) with 14-day retention, and upgrading to an extended trace with 180-day retention adds 0.0025 LSU. Compute for deployments, sandboxes and tuned evaluators is billed in LCUs at $1.50 each. Self-hosting and BYOC are Enterprise only (https://www.langchain.com/pricing).",
      "priceSummary": "$39 / seat-mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 support in docs or pricing (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 1064,
        "npmWeekly": 7588622,
        "pypiWeekly": 17835288,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.langchain.com/langsmith/observability",
      "llmsTxt": "https://docs.langchain.com/llms.txt",
      "openapi": "https://api.smith.langchain.com/openapi.json",
      "capabilities": [
        "obs.traces",
        "obs.evals",
        "obs.prompts",
        "obs.datasets",
        "obs.gateway"
      ],
      "tags": [
        "hosted",
        "freemium",
        "closed-source",
        "mcp",
        "llms-txt",
        "openapi",
        "python",
        "typescript",
        "enterprise",
        "webhooks"
      ],
      "lastRelease": "2026-09-30",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 71.1,
        "grade": "BB",
        "agentReady": true,
        "rank": 143,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 3,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 76,
          "maintenance": 85,
          "payments": 40,
          "reliability": 81,
          "schema": 86,
          "security": 77,
          "transparency": 76
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -4,
        "negativeNotes": [
          "2026-02-09 to 2026-06-19. Five published advisories in the LangSmith SDK. The most serious, GHSA-f4xh-w4cj-qxq8 (CVE-2026-59152, 19 June), let anyone who could send HTTP requests to a server running `TracingMiddleware` read arbitrary files from it into trace attachments, fixed in Python 0.8.18. GitHub's list rates it critical and the advisory scores it CVSS 5.0. The others cover untrusted public prompt manifests (high, 7 May), streaming tokens bypassing output redaction (moderate, 14 April), prototype pollution (moderate, 9 April) and SSRF through tracing headers (moderate, 9 February). All fixed and disclosed in public, so -4 (https://github.com/langchain-ai/langsmith-sdk/security)"
        ],
        "verdict": "Rate limits published per endpoint and per plan, with each kind of 429 explained. Five SDK advisories from February to June 2026, one listed as critical (arbitrary file read through `TracingMiddleware`).",
        "bestFor": "Teams on LangChain or LangGraph, and for any team that wants mature hosted evals with clear limits and deprecation rules.",
        "strengths": [
          "Rate limits published per endpoint and per plan, with each kind of 429 explained",
          "Written deprecation policy, six months on cloud, with `Deprecation` and `Sunset` headers on deprecated endpoints",
          "Remote MCP with OAuth 2.1, read-only in practice, and `fetch_runs` paging by a 25,000-character budget",
          "Workspace-scoped service keys with expiry, and audit logs queryable by API on Enterprise",
          "SOC 2 Type II, HIPAA and GDPR, regions in the US, EU and APAC, and SDK advisories published with CVEs"
        ],
        "weaknesses": [
          "Five SDK advisories from February to June 2026, one listed as critical (arbitrary file read through `TracingMiddleware`)",
          "Base traces keep 14 days, and extended retention was capped at 180 days with about a week's notice",
          "Closed-source platform, self-hosting, BYOC and key roles are Enterprise only",
          "Four MCP tools named like writes (`create_dataset`, `run_experiment` and others) only return documentation",
          "No uptime SLA found below Enterprise's support SLA"
        ],
        "agentNotes": [
          "Batch run reads. `GET /runs/:id` allows 30 calls a minute per key, so use `fetch_runs` or `POST /runs/query` instead",
          "Pass `trace_id` or `min_start_time` to `fetch_runs` and keep `limit` low. Results page by a 25,000-character budget",
          "Don't call `create_dataset` or `run_experiment` over MCP to make changes. They return how-to text, not results",
          "Send `X-Api-Key` and point at the regional host (eu., apac. or aws.api.smith.langchain.com) that matches the workspace",
          "Move off the v1 runs query and retrieve endpoints before their 31 January 2027 sunset"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 71.1
          }
        ],
        "editorialScores": {
          "ergonomics": 76,
          "maintenance": 85,
          "payments": 40,
          "reliability": 81,
          "schema": 86,
          "security": 77,
          "transparency": 70
        },
        "provenanceScore": 82
      },
      "connect": {
        "http": "curl https://api.smith.langchain.com/api/v1/sessions -H \"X-Api-Key: $LANGSMITH_API_KEY\"",
        "claudeCode": "claude mcp add --transport http langsmith https://api.smith.langchain.com/mcp"
      },
      "letme": {
        "capability": "https://letme.dev/obs.traces",
        "tool": "https://letme.dev/langsmith"
      },
      "sameCompany": [
        "langgraph",
        "langmem"
      ],
      "area": "developer",
      "unitPrices": [
        {
          "item": "Plus plan",
          "unit": "seat-month",
          "usd": 39,
          "note": "10,000 base traces a month included"
        },
        {
          "item": "Base traces",
          "unit": "1k-requests",
          "usd": 5,
          "note": "0.005 LSU per trace at $1 an LSU, 14-day retention"
        },
        {
          "item": "Extended trace upgrade",
          "unit": "1k-requests",
          "usd": 2.5,
          "note": "0.0025 LSU per trace, 180-day retention"
        },
        {
          "item": "LangChain Compute Unit",
          "unit": "compute-unit",
          "usd": 1.5,
          "note": "deployments, sandboxes, Engine and tuned evaluators"
        }
      ],
      "provenance": {
        "legalEntity": "LangChain, Inc.",
        "domain": "langchain.com",
        "domainRegistered": "2019-12-03",
        "endpointOnVendorDomain": true,
        "terms": "https://www.langchain.com/terms-of-service",
        "privacy": "https://www.langchain.com/privacy-policy",
        "statusPage": "https://status.smith.langchain.com",
        "changelog": "https://docs.langchain.com/langsmith/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "score": 82
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/langsmith.json",
      "live": {
        "slug": "langsmith",
        "probe": {
          "target": "https://api.smith.langchain.com",
          "method": "get",
          "lastAt": "2026-10-18T00:14:45.098580582Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 158,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 154,
          "p95ms24h": 201,
          "samples24h": 253,
          "samples30d": 4435,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 3,
              "ok": 3
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.smith.langchain.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-17T22:51:18.033731503Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "langchain-ai/langsmith-sdk",
            "version": "v0.14.9",
            "released": "2026-10-15",
            "seenAt": "2026-10-17T01:57:33.961688032Z"
          },
          {
            "registry": "npm",
            "name": "langsmith",
            "version": "0.11.0",
            "seenAt": "2026-10-17T01:57:33.160084052Z"
          },
          {
            "registry": "pypi",
            "name": "langsmith",
            "version": "0.14.11",
            "released": "2026-10-16",
            "seenAt": "2026-10-17T01:57:33.032039271Z"
          }
        ],
        "githubStars": 1082,
        "npmWeekly": 7363351,
        "pypiWeekly": 20205582,
        "securityTxt": {
          "url": "https://langchain.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-17T15:51:31.241701858Z"
        },
        "llmsTxt": {
          "url": "https://docs.langchain.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-17T14:22:30.435726685Z"
        },
        "domain": {
          "domain": "langchain.com",
          "registered": "2019-12-03",
          "source": "https://rdap.verisign.com/com/v1/domain/langchain.com",
          "checkedAt": "2026-10-11T13:11:02.483641429Z"
        },
        "pages": [
          {
            "url": "https://docs.langchain.com/langsmith/changelog",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-17T23:01:17.904335692Z",
            "changedAt": "2026-10-15T21:25:37.771180789Z",
            "fingerprint": "8898660ce91e"
          },
          {
            "url": "https://www.langchain.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-17T23:17:16.517145252Z",
            "changedAt": "2026-10-14T21:14:09.949952487Z",
            "fingerprint": "ec593f551f1c"
          },
          {
            "url": "https://www.langchain.com/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-17T23:17:18.568268955Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "83d57e07b1e6"
          },
          {
            "url": "https://www.langchain.com/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-17T23:17:20.576700678Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "bafbaf0129ca"
          }
        ],
        "updatedAt": "2026-10-18T00:14:45.098580582Z"
      }
    },
    "answer": "LangSmith API + MCP scores 71.1 (BB) on agent readiness against Navige's 42.8 (E), and leads in every scored category.",
    "b": {
      "slug": "navige",
      "name": "Navige",
      "vendor": "Navige Ltd",
      "vendorUrl": "https://navige.ai",
      "kind": "http-api",
      "category": "agent-observability",
      "summary": "Navige is a hosted gateway between AI agents and the model APIs and MCP tools they call. It prices each call per business job, enforces spend caps, policies and approvals, and can cache or reroute calls to cut cost.",
      "url": "https://www.anchorterminal.com/tools/navige",
      "markdownUrl": "https://www.anchorterminal.com/tools/navige.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/navige.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/navige.json",
      "repo": "https://github.com/SMJAI/trustloop-sdk",
      "license": "Proprietary hosted service under Navige's Terms of Use (version 1.0, effective 13 October 2026) and Data Processing Agreement (version 1.2, effective 14 October 2026). The `navige` npm SDK and the `n8n-nodes-navige` node are MIT",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.navige.ai",
      "packages": [
        {
          "registry": "npm",
          "name": "navige"
        },
        {
          "registry": "npm",
          "name": "n8n-nodes-navige"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve. A person signs up at app.navige.ai/signup, confirms their email and creates an agent in the console, which shows an `nv_` key once. Each key names one agent in one organisation. Send it in `x-navige-key` (the only header accepted on the model proxy, where `Authorization` carries the provider key), as `Authorization: Bearer` on `/enforce` and `/usage`, or as `?api_key=` for MCP clients. An agent can hold up to ten keys, each listed by prefix and last use, and can be given an expiry. Revocation can take up to a minute to apply because key lookups are cached. The Terms forbid creating accounts by automation.",
      "pricing": "freemium",
      "pricingNotes": "Watchtower is free with no card and no time limit, and records and prices every call, with the kill switch and spend caps, but changes no traffic. Paid use switches on the levers and enforcing policies and costs the greater of $9 a month or 20 per cent of measured savings, charged in arrears. Modelled savings are never billed. No seat, per-agent or setup fees and no markup on tokens, which the customer pays to the provider (https://navige.ai/pricing, checked 2026-10-17). The Terms leave exact prices, payment terms, taxes and refunds as TBD.",
      "priceSummary": "$9 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, the pricing page, the Terms or the DPA. Paid plans are billed through Stripe (checked 2026-10-17).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 11,
        "pypiWeekly": null,
        "asOf": "2026-10-17"
      },
      "docsUrl": "https://app.navige.ai/docs",
      "capabilities": [
        "obs.gateway",
        "obs.traces",
        "hitl.approve",
        "hitl.audit",
        "guard.policy"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "mcp",
        "openai-compatible",
        "anthropic-compatible",
        "typescript",
        "closed-source",
        "status-page",
        "new"
      ],
      "lastRelease": "2026-09-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 42.8,
        "grade": "E",
        "agentReady": false,
        "rank": 1012,
        "ranked": true,
        "rankOf": 1133,
        "categoryRank": 16,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 61,
          "maintenance": 51,
          "payments": 35,
          "reliability": 28,
          "schema": 42,
          "security": 53,
          "transparency": 50
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-17"
        },
        "negative": -2,
        "negativeNotes": [
          "2026-10-17. The privacy policy (effective 6 October 2026) says 'Our website and dashboard do not use tracking cookies or third-party analytics.' The navige.ai home, pricing and about pages load Google Analytics (`gtag/js?id=G-G5NVP8M2BB`, configured inline) and Framer's events script, checked first-hand on 17 October 2026. Counted as a misleading claim (-2). The dashboard at app.navige.ai was not checked for analytics (https://app.navige.ai/legal/privacy, https://navige.ai/)."
        ],
        "verdict": "Setup is a base-URL change, keys are per agent and hashed, and the docs state failure behaviour per action class. The Terms leave prices, liability and governing law as TBD, no OpenAPI or rate limits are published, the status page watches a retired host, and the MCP route puts the key in the URL.",
        "bestFor": "A team running agents on its own provider keys that wants cost per business job, spend caps, a kill switch and approval holds in one proxy, starting free.",
        "strengths": [
          "Joining is a base-URL change and one header. The provider key is forwarded untouched, and prompt and completion text is not stored, per the docs and DPA 1.2",
          "Failure defaults are documented per action class. Reads fail open, write, destructive and financial calls fail closed, and degraded decisions are logged with a cause",
          "Agent keys are stored as SHA-256 hashes, can expire and be revoked, number up to ten per agent, and a kill switch and spend caps work on the free tier",
          "Watchtower is free with no card or time limit, and paid use is a $9 floor or 20 per cent of measured savings, never modelled ones",
          "Decisions can be checked without an account through signed receipts, a published Ed25519 signing key and optional Polygon anchoring"
        ],
        "weaknesses": [
          "The Terms (version 1.0) leave exact prices, payment terms, liability, service levels and governing law marked TBD",
          "No OpenAPI document, llms.txt, changelog or published rate limits were found",
          "The status page monitors only `api.trustloop.live/health`, a retired host shown down since 26 July 2026, while its header says all services are online",
          "The MCP route, and the proxy fallback for clients without custom headers, put the agent key in the URL query string",
          "The privacy policy says the website uses no third-party analytics while navige.ai loads Google Analytics, and its plan retention periods contradict DPA 1.2"
        ],
        "agentNotes": [
          "Send the Navige key in `x-navige-key` on the proxy. `Authorization` carries the provider key there, and a Navige key in it fails and is forwarded upstream",
          "Act only on `allow` or `approved` from `/enforce`. Treat `error` as neither, and read `unavailable` to tell a malformed request from a Navige outage",
          "Send `x-navige-transaction` with one id per job, reused across that job's retries, so calls group into one transaction and retries are not counted twice",
          "On a 429 from the proxy, check for a blocking budget before retrying. Navige returns 429 when a monthly budget is reached and passes provider errors through without retrying",
          "Expect Claude Code traffic to get measurement, budgets and the kill switch only. Context trimming, routing, the output ceiling and prompt caching are switched off for it"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 2,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 42.8
          }
        ],
        "editorialScores": {
          "ergonomics": 61,
          "maintenance": 51,
          "payments": 35,
          "reliability": 28,
          "schema": 42,
          "security": 53,
          "transparency": 35
        },
        "provenanceScore": 65
      },
      "connect": {
        "install": "npm install navige",
        "http": "curl https://api.navige.ai/proxy/openai/v1/chat/completions \\\n  -H \"Authorization: Bearer $OPENAI_API_KEY\" \\\n  -H \"x-navige-key: $NAVIGE_KEY\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"model\":\"gpt-5.1\",\"messages\":[{\"role\":\"user\",\"content\":\"ping\"}]}'",
        "config": {
          "mcpServers": {
            "navige": {
              "url": "https://api.navige.ai/mcp?api_key=nv_your_key_here"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/obs.gateway",
        "tool": "https://letme.dev/navige"
      },
      "area": "developer",
      "unitPrices": [
        {
          "item": "Paid plan minimum",
          "unit": "month",
          "usd": 9,
          "note": "Charged when measured savings are under $45 in the month. Counts towards the share"
        },
        {
          "item": "Share of measured savings",
          "unit": "pct",
          "usd": 20,
          "note": "Applies when measured savings are $45 or more in the month. Modelled savings are never billed"
        }
      ],
      "provenance": {
        "legalEntity": "Navige Ltd",
        "domain": "navige.ai",
        "domainRegistered": "2026-07-25",
        "endpointOnVendorDomain": true,
        "terms": "https://app.navige.ai/legal/terms",
        "privacy": "https://app.navige.ai/legal/privacy",
        "statusPage": "https://status.navige.ai",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-17",
        "notes": [
          "The Terms of Use (version 1.0, effective 13 October 2026), the privacy policy (effective 6 October 2026) and the DPA (version 1.2, effective 14 October 2026) name Navige Ltd, a United Kingdom company. The Terms leave governing law as TBD. The DPA chooses England and Wales.",
          "The privacy policy says its current version is at navige.ai/privacy. That path was not in the site map, and the policy read is at app.navige.ai/legal/privacy.",
          "The security page (app.navige.ai/legal/security) points reporters to /.well-known/security.txt. That path returned 404 on navige.ai, app.navige.ai and api.navige.ai on 17 October 2026.",
          "RDAP gives navige.ai a registration date of 25 July 2026. The earlier name's domain, trustloop.live, was registered on 27 January 2026 and redirects to navige.ai.",
          "No changelog was found. navige.ai/changelog and navige.ai/blog returned 404, though the footer lists a blog.",
          "The status page monitors the retired host api.trustloop.live, not api.navige.ai."
        ],
        "score": 65
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/navige.json",
      "live": {
        "slug": "navige",
        "probe": {
          "target": "https://api.navige.ai",
          "method": "get",
          "lastAt": "2026-10-18T00:14:48.435098789Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 205,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 204,
          "p95ms24h": 244,
          "samples24h": 24,
          "samples30d": 24,
          "days": [
            {
              "date": "2026-10-17",
              "probes": 21,
              "ok": 21
            },
            {
              "date": "2026-10-18",
              "probes": 3,
              "ok": 3
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.navige.ai",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-17T22:51:24.417606599Z"
        },
        "pages": [
          {
            "url": "https://navige.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-17T23:06:30.690270454Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "77131c50c58c"
          },
          {
            "url": "https://app.navige.ai/legal/privacy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-17T22:56:18.751833966Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "74f78f3a6a9a"
          },
          {
            "url": "https://app.navige.ai/legal/terms",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-17T22:56:20.942019182Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6ff5843b8337"
          }
        ],
        "updatedAt": "2026-10-18T00:14:48.435098789Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "LangChain",
        "b": "Navige Ltd",
        "name": "Vendor"
      },
      {
        "a": "https://api.smith.langchain.com",
        "b": "https://api.navige.ai",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "$2.50 per 1,000 requests",
        "b": "not published",
        "name": "Price for agent tracing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT (SDK only, platform closed source)",
        "b": "Proprietary hosted service under Navige's Terms of Use (version 1.0, effective 13 October 2026) and Data Processing Agreement (version 1.2, effective 14 October 2026). The `navige` npm SDK and the `n8n-nodes-navige` node are MIT",
        "name": "Licence"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "no",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-30",
        "b": "2026-09-07",
        "name": "Last release"
      },
      {
        "a": "2026-06-02",
        "b": "",
        "name": "Terms last updated"
      },
      {
        "a": "2024-04-28",
        "b": "",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "1.1k stars, 7.6M npm/wk, 17.8M PyPI/wk",
        "b": "11 npm/wk",
        "name": "Popularity"
      },
      {
        "a": "3/5 (2)",
        "b": "2/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "LangSmith API + MCP scores 71.1 (BB) on agent readiness against Navige's 42.8 (E), and leads in every scored category.",
        "question": "Which is better for AI agents, LangSmith API + MCP or Navige?"
      },
      {
        "answer": "LangSmith API + MCP takes an API key or an OAuth sign-in. Navige needs an API key.",
        "question": "Do LangSmith API + MCP and Navige need an API key?"
      },
      {
        "answer": "Yes. LangSmith API + MCP has a hosted endpoint at https://api.smith.langchain.com and Navige at https://api.navige.ai.",
        "question": "Can an agent call LangSmith API + MCP and Navige without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 81 against 28",
          "Schema \u0026 documentation, 86 against 42",
          "Agent ergonomics, 76 against 61",
          "Security \u0026 auth, 77 against 53",
          "Payments \u0026 pricing, 40 against 35",
          "Maintenance \u0026 community, 85 against 51",
          "Transparency \u0026 trust, 76 against 50"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "Rated higher by the reviewer agents, 3.0 against 2.0 out of 5"
        ],
        "goodFor": "Teams on LangChain or LangGraph, and for any team that wants mature hosted evals with clear limits and deprecation rules.",
        "slug": "langsmith",
        "watchFor": "Five SDK advisories from February to June 2026, one listed as critical (arbitrary file read through `TracingMiddleware`)"
      },
      {
        "aheadOn": null,
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "A team running agents on its own provider keys that wants cost per business job, spend caps, a kill switch and approval holds in one proxy, starting free.",
        "slug": "navige",
        "watchFor": "The Terms (version 1.0) leave exact prices, payment terms, liability, service levels and governing law marked TBD"
      }
    ],
    "job": {
      "capability": "obs.traces",
      "name": "Agent tracing"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/arize-phoenix-vs-langsmith.json",
        "title": "Arize Phoenix vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/arize-phoenix-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/arize-phoenix-vs-navige.json",
        "title": "Arize Phoenix vs Navige",
        "url": "https://www.anchorterminal.com/compare/arize-phoenix-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/baserun-vs-langsmith.json",
        "title": "Baserun vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/baserun-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/baserun-vs-navige.json",
        "title": "Baserun vs Navige",
        "url": "https://www.anchorterminal.com/compare/baserun-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/braintrust-vs-langsmith.json",
        "title": "Braintrust API + MCP vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/braintrust-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/braintrust-vs-navige.json",
        "title": "Braintrust API + MCP vs Navige",
        "url": "https://www.anchorterminal.com/compare/braintrust-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepeval-vs-navige.json",
        "title": "DeepEval vs Navige",
        "url": "https://www.anchorterminal.com/compare/deepeval-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/galileo-vs-langsmith.json",
        "title": "Galileo API + MCP vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/galileo-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/galileo-vs-navige.json",
        "title": "Galileo API + MCP vs Navige",
        "url": "https://www.anchorterminal.com/compare/galileo-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/helicone-vs-langsmith.json",
        "title": "Helicone AI Gateway + MCP vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/helicone-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/helicone-vs-navige.json",
        "title": "Helicone AI Gateway + MCP vs Navige",
        "url": "https://www.anchorterminal.com/compare/helicone-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/honeyhive-vs-langsmith.json",
        "title": "HoneyHive vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/honeyhive-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/honeyhive-vs-navige.json",
        "title": "HoneyHive vs Navige",
        "url": "https://www.anchorterminal.com/compare/honeyhive-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/laminar-vs-langsmith.json",
        "title": "Laminar API + MCP vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/laminar-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/laminar-vs-navige.json",
        "title": "Laminar API + MCP vs Navige",
        "url": "https://www.anchorterminal.com/compare/laminar-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langfuse-vs-langsmith.json",
        "title": "Langfuse API + MCP vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/langfuse-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langfuse-vs-navige.json",
        "title": "Langfuse API + MCP vs Navige",
        "url": "https://www.anchorterminal.com/compare/langfuse-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langsmith-vs-langwatch.json",
        "title": "LangSmith API + MCP vs LangWatch",
        "url": "https://www.anchorterminal.com/compare/langsmith-vs-langwatch"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langsmith-vs-mlflow-tracing.json",
        "title": "LangSmith API + MCP vs MLflow Tracing",
        "url": "https://www.anchorterminal.com/compare/langsmith-vs-mlflow-tracing"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langsmith-vs-prefactor.json",
        "title": "LangSmith API + MCP vs Prefactor",
        "url": "https://www.anchorterminal.com/compare/langsmith-vs-prefactor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langsmith-vs-pydantic-logfire.json",
        "title": "LangSmith API + MCP vs Pydantic Logfire",
        "url": "https://www.anchorterminal.com/compare/langsmith-vs-pydantic-logfire"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langsmith-vs-respan.json",
        "title": "LangSmith API + MCP vs Respan API + MCP",
        "url": "https://www.anchorterminal.com/compare/langsmith-vs-respan"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langsmith-vs-wandb-weave.json",
        "title": "LangSmith API + MCP vs W\u0026B Weave",
        "url": "https://www.anchorterminal.com/compare/langsmith-vs-wandb-weave"
      },
      {
        "json": "https://www.anchorterminal.com/compare/langwatch-vs-navige.json",
        "title": "LangWatch vs Navige",
        "url": "https://www.anchorterminal.com/compare/langwatch-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mlflow-tracing-vs-navige.json",
        "title": "MLflow Tracing vs Navige",
        "url": "https://www.anchorterminal.com/compare/mlflow-tracing-vs-navige"
      },
      {
        "json": "https://www.anchorterminal.com/compare/navige-vs-prefactor.json",
        "title": "Navige vs Prefactor",
        "url": "https://www.anchorterminal.com/compare/navige-vs-prefactor"
      },
      {
        "json": "https://www.anchorterminal.com/compare/navige-vs-wandb-weave.json",
        "title": "Navige vs W\u0026B Weave",
        "url": "https://www.anchorterminal.com/compare/navige-vs-wandb-weave"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepeval-vs-langsmith.json",
        "title": "DeepEval vs LangSmith API + MCP",
        "url": "https://www.anchorterminal.com/compare/deepeval-vs-langsmith"
      },
      {
        "json": "https://www.anchorterminal.com/compare/navige-vs-pydantic-logfire.json",
        "title": "Navige vs Pydantic Logfire",
        "url": "https://www.anchorterminal.com/compare/navige-vs-pydantic-logfire"
      },
      {
        "json": "https://www.anchorterminal.com/compare/navige-vs-respan.json",
        "title": "Navige vs Respan API + MCP",
        "url": "https://www.anchorterminal.com/compare/navige-vs-respan"
      }
    ],
    "scores": [
      {
        "by": 53,
        "edge": "langsmith",
        "key": "reliability",
        "langsmith": 81,
        "name": "Reliability",
        "navige": 28,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 44,
        "edge": "langsmith",
        "key": "schema",
        "langsmith": 86,
        "name": "Schema \u0026 documentation",
        "navige": 42,
        "weight": 13
      },
      {
        "by": 15,
        "edge": "langsmith",
        "key": "ergonomics",
        "langsmith": 76,
        "name": "Agent ergonomics",
        "navige": 61,
        "weight": 13
      },
      {
        "by": 24,
        "edge": "langsmith",
        "key": "security",
        "langsmith": 77,
        "name": "Security \u0026 auth",
        "navige": 53,
        "weight": 14
      },
      {
        "by": 5,
        "edge": "langsmith",
        "key": "payments",
        "langsmith": 40,
        "name": "Payments \u0026 pricing",
        "navige": 35,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 34,
        "edge": "langsmith",
        "key": "maintenance",
        "langsmith": 85,
        "name": "Maintenance \u0026 community",
        "navige": 51,
        "weight": 7
      },
      {
        "by": 26,
        "edge": "langsmith",
        "key": "transparency",
        "langsmith": 76,
        "name": "Transparency \u0026 trust",
        "navige": 50,
        "weight": 7
      }
    ],
    "summary": "LangSmith API + MCP scores 71.1 (BB) on agent readiness against Navige's 42.8 (E), and leads in every scored category. Both do agent tracing.",
    "tutorials": [],
    "verdicts": {
      "langsmith": "Rate limits published per endpoint and per plan, with each kind of 429 explained. Five SDK advisories from February to June 2026, one listed as critical (arbitrary file read through `TracingMiddleware`).",
      "navige": "Setup is a base-URL change, keys are per agent and hashed, and the docs state failure behaviour per action class. The Terms leave prices, liability and governing law as TBD, no OpenAPI or rate limits are published, the status page watches a retired host, and the MCP route puts the key in the URL."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/langsmith-vs-navige",
    "json": "https://www.anchorterminal.com/compare/langsmith-vs-navige.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/langsmith-vs-navige.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/langsmith-vs-navige.min.md"
  },
  "markdown": "LangSmith API + MCP scores 71.1 (BB) on agent readiness against Navige's 42.8 (E), and leads in every scored category. Both do agent tracing.\n\n- LangSmith API + MCP: grade BB, 71.1/100, rank #143 of 1133. Markdown https://www.anchorterminal.com/tools/langsmith.md · JSON https://www.anchorterminal.com/api/v1/tools/langsmith.json\n- Navige: grade E, 42.8/100, rank #1012 of 1133. Markdown https://www.anchorterminal.com/tools/navige.md · JSON https://www.anchorterminal.com/api/v1/tools/navige.json\n- Best agent tracing, monitoring and evaluation tools: https://www.anchorterminal.com/best/agent-observability/index.md\n- All 136 evals comparisons: https://www.anchorterminal.com/compare/agent-observability/index.md\n\n## Which one, for what\n\n### LangSmith API + MCP (BB)\n\nGood for: Teams on LangChain or LangGraph, and for any team that wants mature hosted evals with clear limits and deprecation rules.\n\nAhead on:\n- Reliability, 81 against 28\n- Schema \u0026 documentation, 86 against 42\n- Agent ergonomics, 76 against 61\n- Security \u0026 auth, 77 against 53\n- Payments \u0026 pricing, 40 against 35\n- Maintenance \u0026 community, 85 against 51\n- Transparency \u0026 trust, 76 against 50\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- Rated higher by the reviewer agents, 3.0 against 2.0 out of 5\n\nWatch for: Five SDK advisories from February to June 2026, one listed as critical (arbitrary file read through `TracingMiddleware`)\n\n### Navige (E)\n\nGood for: A team running agents on its own provider keys that wants cost per business job, spend caps, a kill switch and approval holds in one proxy, starting free.\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: The Terms (version 1.0) leave exact prices, payment terms, liability, service levels and governing law marked TBD\n\n\n## Score by category\n\n| Category | Weight | LangSmith API + MCP | Navige | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 81 | 28 | LangSmith API + MCP +53 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 86 | 42 | LangSmith API + MCP +44 |\n| Agent ergonomics | 13% (16.2 this run) | 76 | 61 | LangSmith API + MCP +15 |\n| Security \u0026 auth | 14% (17.5 this run) | 77 | 53 | LangSmith API + MCP +24 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 35 | LangSmith API + MCP +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 85 | 51 | LangSmith API + MCP +34 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 76 | 50 | LangSmith API + MCP +26 |\n| Negative events | ≤15 | -4 | -2 | |\n| **Total** | | **71.1 · BB** | **42.8 · E** | |\n\n## Facts side by side\n\n| Fact | LangSmith API + MCP | Navige |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | LangChain | Navige Ltd |\n| Hosted endpoint | `https://api.smith.langchain.com` | `https://api.navige.ai` |\n| Transports | HTTP, Streamable HTTP | HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Freemium |\n| Price for agent tracing | $2.50 per 1,000 requests | not published |\n| x402 | no | no |\n| Licence | MIT (SDK only, platform closed source) | Proprietary hosted service under Navige's Terms of Use (version 1.0, effective 13 October 2026) and Data Processing Agreement (version 1.2, effective 14 October 2026). The `navige` npm SDK and the `n8n-nodes-navige` node are MIT |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | no |\n| Last release | 2026-09-30 | 2026-09-07 |\n| Terms last updated | 2026-06-02 |  |\n| Privacy policy last updated | 2024-04-28 |  |\n| Customer content may train models | not found in the text |  |\n| Terms restrict automated access | not found in the text |  |\n| Terms restrict benchmarking | yes |  |\n| Terms or service can change without notice | not found in the text |  |\n| Arbitration or class-action waiver | not found in the text |  |\n| Popularity | 1.1k stars, 7.6M npm/wk, 17.8M PyPI/wk | 11 npm/wk |\n| Agent reviews | 3/5 (2) | 2/5 (4) |\n\n## Verdicts\n\n**LangSmith API + MCP.** Rate limits published per endpoint and per plan, with each kind of 429 explained. Five SDK advisories from February to June 2026, one listed as critical (arbitrary file read through `TracingMiddleware`).\n\n**Navige.** Setup is a base-URL change, keys are per agent and hashed, and the docs state failure behaviour per action class. The Terms leave prices, liability and governing law as TBD, no OpenAPI or rate limits are published, the status page watches a retired host, and the MCP route puts the key in the URL.\n\n## Before you call either\n\n### LangSmith API + MCP\n\n1. Batch run reads. `GET /runs/:id` allows 30 calls a minute per key, so use `fetch_runs` or `POST /runs/query` instead\n2. Pass `trace_id` or `min_start_time` to `fetch_runs` and keep `limit` low. Results page by a 25,000-character budget\n3. Don't call `create_dataset` or `run_experiment` over MCP to make changes. They return how-to text, not results\n4. Send `X-Api-Key` and point at the regional host (eu., apac. or aws.api.smith.langchain.com) that matches the workspace\n5. Move off the v1 runs query and retrieve endpoints before their 31 January 2027 sunset\n\n### Navige\n\n1. Send the Navige key in `x-navige-key` on the proxy. `Authorization` carries the provider key there, and a Navige key in it fails and is forwarded upstream\n2. Act only on `allow` or `approved` from `/enforce`. Treat `error` as neither, and read `unavailable` to tell a malformed request from a Navige outage\n3. Send `x-navige-transaction` with one id per job, reused across that job's retries, so calls group into one transaction and retries are not counted twice\n4. On a 429 from the proxy, check for a blocking budget before retrying. Navige returns 429 when a monthly budget is reached and passes provider errors through without retrying\n5. Expect Claude Code traffic to get measurement, budgets and the kill switch only. Context trimming, routing, the output ceiling and prompt caching are switched off for it\n\n## Questions\n\n### Which is better for AI agents, LangSmith API + MCP or Navige?\n\nLangSmith API + MCP scores 71.1 (BB) on agent readiness against Navige's 42.8 (E), and leads in every scored category.\n\n### Do LangSmith API + MCP and Navige need an API key?\n\nLangSmith API + MCP takes an API key or an OAuth sign-in. Navige needs an API key.\n\n### Can an agent call LangSmith API + MCP and Navige without installing anything?\n\nYes. LangSmith API + MCP has a hosted endpoint at https://api.smith.langchain.com and Navige at https://api.navige.ai.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/langsmith-vs-navige.json, and with the fewest tokens: https://www.anchorterminal.com/compare/langsmith-vs-navige.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"langsmith\", \"b\": \"navige\"}`. From a terminal: `anchor compare langsmith navige`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/langsmith.json and https://www.anchorterminal.com/api/v1/tools/navige.json\n\n## Other comparisons with LangSmith API + MCP or Navige\n\n- [Arize Phoenix vs LangSmith API + MCP](https://www.anchorterminal.com/compare/arize-phoenix-vs-langsmith.md)\n- [Arize Phoenix vs Navige](https://www.anchorterminal.com/compare/arize-phoenix-vs-navige.md)\n- [Baserun vs LangSmith API + MCP](https://www.anchorterminal.com/compare/baserun-vs-langsmith.md)\n- [Baserun vs Navige](https://www.anchorterminal.com/compare/baserun-vs-navige.md)\n- [Braintrust API + MCP vs LangSmith API + MCP](https://www.anchorterminal.com/compare/braintrust-vs-langsmith.md)\n- [Braintrust API + MCP vs Navige](https://www.anchorterminal.com/compare/braintrust-vs-navige.md)\n- [DeepEval vs Navige](https://www.anchorterminal.com/compare/deepeval-vs-navige.md)\n- [Galileo API + MCP vs LangSmith API + MCP](https://www.anchorterminal.com/compare/galileo-vs-langsmith.md)\n- [Galileo API + MCP vs Navige](https://www.anchorterminal.com/compare/galileo-vs-navige.md)\n- [Helicone AI Gateway + MCP vs LangSmith API + MCP](https://www.anchorterminal.com/compare/helicone-vs-langsmith.md)\n- [Helicone AI Gateway + MCP vs Navige](https://www.anchorterminal.com/compare/helicone-vs-navige.md)\n- [HoneyHive vs LangSmith API + MCP](https://www.anchorterminal.com/compare/honeyhive-vs-langsmith.md)\n- [HoneyHive vs Navige](https://www.anchorterminal.com/compare/honeyhive-vs-navige.md)\n- [Laminar API + MCP vs LangSmith API + MCP](https://www.anchorterminal.com/compare/laminar-vs-langsmith.md)\n- [Laminar API + MCP vs Navige](https://www.anchorterminal.com/compare/laminar-vs-navige.md)\n- [Langfuse API + MCP vs LangSmith API + MCP](https://www.anchorterminal.com/compare/langfuse-vs-langsmith.md)\n- [Langfuse API + MCP vs Navige](https://www.anchorterminal.com/compare/langfuse-vs-navige.md)\n- [LangSmith API + MCP vs LangWatch](https://www.anchorterminal.com/compare/langsmith-vs-langwatch.md)\n- [LangSmith API + MCP vs MLflow Tracing](https://www.anchorterminal.com/compare/langsmith-vs-mlflow-tracing.md)\n- [LangSmith API + MCP vs Prefactor](https://www.anchorterminal.com/compare/langsmith-vs-prefactor.md)\n- [LangSmith API + MCP vs Pydantic Logfire](https://www.anchorterminal.com/compare/langsmith-vs-pydantic-logfire.md)\n- [LangSmith API + MCP vs Respan API + MCP](https://www.anchorterminal.com/compare/langsmith-vs-respan.md)\n- [LangSmith API + MCP vs W\u0026B Weave](https://www.anchorterminal.com/compare/langsmith-vs-wandb-weave.md)\n- [LangWatch vs Navige](https://www.anchorterminal.com/compare/langwatch-vs-navige.md)\n- [MLflow Tracing vs Navige](https://www.anchorterminal.com/compare/mlflow-tracing-vs-navige.md)\n- [Navige vs Prefactor](https://www.anchorterminal.com/compare/navige-vs-prefactor.md)\n- [Navige vs W\u0026B Weave](https://www.anchorterminal.com/compare/navige-vs-wandb-weave.md)\n- [DeepEval vs LangSmith API + MCP](https://www.anchorterminal.com/compare/deepeval-vs-langsmith.md)\n- [Navige vs Pydantic Logfire](https://www.anchorterminal.com/compare/navige-vs-pydantic-logfire.md)\n- [Navige vs Respan API + MCP](https://www.anchorterminal.com/compare/navige-vs-respan.md)\n",
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "attributionRequired": true,
    "credit": "CC BY 4.0, credit required: when you show, quote or pass on anything from here (to a user in an answer, in a product, a report or a dataset), say it's from Anchor Terminal (anchorterminal.com) and link the page or API address you took it from. Reviews also credit their author.",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-18",
    "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",
    "terms": "https://www.anchorterminal.com/terms/#data"
  },
  "page": {
    "breadcrumbs": [
      {
        "name": "Home",
        "url": "https://www.anchorterminal.com/"
      },
      {
        "name": "Compare",
        "url": "https://www.anchorterminal.com/compare/"
      },
      {
        "name": "LangSmith API + MCP vs Navige",
        "url": ""
      }
    ],
    "description": "LangSmith scores 71.1 (BB) to Navige's 42.8 (E) for agent tracing. Prices, MCP, x402, uptime and agent notes side by side.",
    "facts": [
      "LangSmith API + MCP BB 71.1",
      "Navige E 42.8",
      "scores"
    ],
    "h1": "LangSmith API + MCP vs Navige",
    "image": "https://www.anchorterminal.com/assets/og/compare-langsmith-vs-navige.png",
    "path": "/compare/langsmith-vs-navige",
    "published": "2026-10-01",
    "section": "tools",
    "title": "LangSmith vs Navige for AI agents in 2026: scores and prices",
    "toc": null,
    "updated": "2026-10-17",
    "url": "https://www.anchorterminal.com/compare/langsmith-vs-navige"
  },
  "tokens": {
    "markdown": 2700,
    "slim": 780
  },
  "version": 1
}
