{ "data": { "a": { "slug": "amazon-location", "name": "Amazon Location Service", "vendor": "Amazon Web Services", "vendorUrl": "https://aws.amazon.com/location/", "kind": "http-api", "category": "maps", "summary": "Amazon Location Service is AWS's API for geocoding, place search, routing and map tiles, with geofences and device tracking. Agents call regional REST endpoints with an API key or IAM credentials, or through the AWS SDKs and CLI.", "url": "https://www.anchorterminal.com/tools/amazon-location", "markdownUrl": "https://www.anchorterminal.com/tools/amazon-location.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/amazon-location.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/amazon-location.json", "repo": "https://github.com/aws-geospatial/amazon-location-agent-context", "license": "Proprietary service under the AWS Customer Agreement and AWS Service Terms. The AWS SDK clients and the agent context package on GitHub are Apache-2.0", "transports": [ "http" ], "remoteUrl": "https://places.geo.us-east-1.amazonaws.com", "packages": [ { "registry": "npm", "name": "@aws-sdk/client-geo-places" }, { "registry": "npm", "name": "@aws-sdk/client-geo-routes" }, { "registry": "npm", "name": "@aws-sdk/client-geo-maps" }, { "registry": "pypi", "name": "boto3" } ], "auth": "api-key", "authNotes": "Access needs an AWS account. Maps, Places and Routes accept an Amazon Location API key in the `key` query parameter, created in the console, the CLI or the `CreateKey` call, limited to named actions and resources, with optional expiry and referrer or mobile app restrictions. Every API also accepts AWS Signature Version 4 with IAM credentials or a role, and Amazon Cognito identity pools for unauthenticated clients. Geofences, trackers and the Jobs API refuse API keys. API keys can't be used over AWS PrivateLink (https://docs.aws.amazon.com/location/latest/developerguide/using-apikeys.html).", "pricing": "usage", "pricingNotes": "Geocoding, reverse geocoding and place search cost $0.50 per 1,000 requests (core), $1.50 with advanced fields and $4.00 when results are stored, in US East (N. Virginia). Routes cost $0.50 per 1,000 for car, truck or pedestrian, map tiles $0.04 per 1,000. No sandbox or contract is needed, but an AWS account is. The pricing page lists monthly allowances for the first three months (20,000 core Places requests, 10,000 routes, 500,000 tiles) and up to $200 of credits for customers who joined after 15 July 2025. Volume discounts above $5,000 a month are by quote (https://aws.amazon.com/location/pricing/, checked 2026-10-08).", "priceSummary": "$0.50 / 1k req", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the developer guide's llms.txt, the service models or the pricing page (checked 2026-10-08).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": 426988, "pypiWeekly": null, "asOf": "2026-10-08" }, "docsUrl": "https://docs.aws.amazon.com/location/latest/developerguide/what-is.html", "llmsTxt": "https://docs.aws.amazon.com/location/latest/developerguide/llms.txt", "capabilities": [ "geo.geocode", "geo.reverse", "geo.places", "geo.routing", "geo.tiles" ], "tags": [ "hosted", "closed-source", "python", "typescript", "enterprise", "llms-txt", "card-required", "sla", "status-page", "batch" ], "lastRelease": "2026-08-17", "graded": true, "anchor": { "graded": true, "score": 74.1, "grade": "BB", "agentReady": true, "rank": 77, "ranked": true, "rankOf": 950, "categoryRank": 2, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 88, "maintenance": 60, "payments": 20, "reliability": 95, "schema": 87, "security": 73, "transparency": 70 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "high", "date": "2026-10-08" }, "negative": 0, "verdict": "Places, Routes and Maps calls work over plain HTTPS with an API key limited to named actions, and every one of the 17 operations is read-only with typed inputs. Access starts with an AWS account a person opens, the key travels in the URL query string, and stored results cost eight times the single-use rate.", "bestFor": "Operators already on AWS who want geocoding, places and routing inside IAM, CloudTrail and one bill, with HERE data and GrabMaps for Southeast Asia.", "strengths": [ "API keys are limited to named actions and resources, can expire, and can be restricted by referrer or mobile app identifier", "All 17 Places, Routes and Maps operations are marked read-only in the public Smithy models, with enums and numeric ranges on inputs", "Default rates are published per operation (100 a second for each Places call, 20 for `CalculateRoutes`) and can be doubled by self-service", "An SLA of 99.9 per cent monthly uptime per region, with credits of 10, 25 and 100 per cent", "llms.txt, a Markdown twin of every guide page and an Apache-2.0 agent context package (v1.2.0, 11 September 2026)" ], "weaknesses": [ "The API key is sent as the `key` query parameter, the only documented way to present it", "Storing or caching results is barred unless `IntendedUse` is `Storage`, billed at $4.00 per 1,000 against $0.50 for single use", "An AWS account opened by a person in a browser is needed before any call, and no keyless or machine-payment route exists", "The developer guide gives no backoff or `Retry-After` guidance for `ThrottlingException` (429)", "The guide's document history holds one entry, dated 31 October 2024, so API changes have to be read from the SDK models" ], "agentNotes": [ "Call the v2 endpoints (`places.geo.\u003cregion\u003e.amazonaws.com/v2/geocode`, `routes.geo`, `maps.geo`). They need no resource creation, unlike the v1 place index and route calculator calls", "Set `IntendedUse` to `Storage` before saving or caching any Places result. The default `SingleUse` results may not be stored under section 82.4 of the AWS Service Terms", "Read `PricingBucket` in each response. Requesting `Contact`, `Access`, `TimeZone` or `Phonemes` in `AdditionalFeatures` moves a Places call from $0.50 to $1.50 per 1,000", "Keep the API key out of logs and shared URLs, since it travels as `?key=`. Use SigV4 with an IAM role for server-side work, and for the Jobs API, which refuses API keys", "Back off on HTTP 429 `ThrottlingException`. The burst allowance is 80 per cent of the per-second rate within any part of a second" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "high", "grade": "BB", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 74.1 } ], "editorialScores": { "ergonomics": 88, "maintenance": 60, "payments": 20, "reliability": 95, "schema": 87, "security": 73, "transparency": 52 }, "provenanceScore": 88 }, "connect": { "install": "pip install boto3 # or: npm i @aws-sdk/client-geo-places", "http": "curl --request POST \\\n --url 'https://places.geo.eu-central-1.amazonaws.com/v2/geocode?key=Your_Key' \\\n --header 'Content-Type: application/json' \\\n --data '{\"QueryText\": \"510 W Georgia St, Vancouver, BC\"}'", "claudeCode": "/plugin install amazon-location-service@claude-plugins-official" }, "letme": { "capability": "https://letme.dev/geo.geocode", "tool": "https://letme.dev/amazon-location" }, "sameCompany": [ "amazon-nova-embeddings", "amazon-bedrock-guardrails", "amazon-transcribe", "amazon-polly", "agentcore-memory", "agentcore-identity", "aws-secrets-manager", "aws-mcp-servers", "amazon-ses", "amazon-translate", "amazon-ads-api" ], "area": "everyday", "unitPrices": [ { "item": "Geocode, reverse geocode, place search (core)", "unit": "1k-requests", "usd": 0.5, "note": "US East. `SingleUse` results, not for storage" }, { "item": "Geocode, reverse geocode, place search (advanced)", "unit": "1k-requests", "usd": 1.5, "note": "With contacts, opening hours, access points or time zone" }, { "item": "Geocode, reverse geocode, place search (stored)", "unit": "1k-requests", "usd": 4, "note": "`IntendedUse` set to `Storage`" }, { "item": "Autocomplete and Suggest (label)", "unit": "1k-requests", "usd": 0.2 }, { "item": "Routes calculated (core)", "unit": "1k-requests", "usd": 0.5, "note": "Car, truck or pedestrian. A matrix bills origins times destinations" }, { "item": "Routes with toll cost (premium)", "unit": "1k-requests", "usd": 4 }, { "item": "Dynamic map tiles", "unit": "1k-requests", "usd": 0.04 }, { "item": "Static map images", "unit": "1k-requests", "usd": 0.5 } ], "provenance": { "legalEntity": "Amazon Web Services, Inc.", "domain": "amazon.com", "domainRegistered": "1994-11-01", "endpointOnVendorDomain": true, "terms": "https://aws.amazon.com/service-terms/", "privacy": "https://aws.amazon.com/privacy/", "statusPage": "https://health.aws.amazon.com/health/status", "changelog": "https://docs.aws.amazon.com/location/latest/developerguide/doc-history.html", "securityTxt": "expired", "checked": "2026-10-08", "notes": [ "The AWS Service Terms (last updated 1 October 2026) govern the service, with Amazon Location Service at section 82. The AWS Customer Agreement sits above them.", "The AWS Privacy Notice (last updated 18 May 2026) names Amazon Web Services, Inc., 410 Terry Avenue North, Seattle, WA 98109-5210.", "The endpoints are on amazonaws.com and api.aws, both AWS domains.", "aws.amazon.com/.well-known/security.txt carries Expires 2026-09-24T16:25:03Z, which had passed on the day of the check. It points to a HackerOne disclosure programme.", "RDAP for amazon.com gives a registration date of 1994-11-01.", "The document history page has one entry, dated 31 October 2024. API changes are otherwise visible in AWS What's New posts and the SDK service models." ], "score": 88 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/amazon-location.json", "live": { "slug": "amazon-location", "probe": { "target": "https://places.geo.us-east-1.amazonaws.com", "method": "get", "lastAt": "2026-10-10T02:06:59.37420869Z", "lastOk": true, "lastStatus": 404, "lastMs": 269, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 253, "p95ms24h": 303, "samples24h": 250, "samples30d": 322, "days": [ { "date": "2026-10-08", "probes": 50, "ok": 50 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 22, "ok": 22 } ] }, "versions": [ { "registry": "github", "name": "aws-geospatial/amazon-location-agent-context", "version": "v1.2.0", "released": "2026-09-11", "seenAt": "2026-10-09T16:38:44.131233325Z" }, { "registry": "npm", "name": "@aws-sdk/client-geo-maps", "version": "3.1148.0", "seenAt": "2026-10-09T16:38:41.92822938Z" }, { "registry": "npm", "name": "@aws-sdk/client-geo-places", "version": "3.1148.0", "seenAt": "2026-10-09T16:38:39.617279624Z" }, { "registry": "npm", "name": "@aws-sdk/client-geo-routes", "version": "3.1148.0", "seenAt": "2026-10-09T16:38:40.553611585Z" }, { "registry": "pypi", "name": "boto3", "version": "1.43.110", "released": "2026-10-08", "seenAt": "2026-10-09T16:38:43.993994547Z" } ], "githubStars": 7, "npmWeekly": 350438, "pypiWeekly": 577963463, "securityTxt": { "url": "https://amazon.com/.well-known/security.txt", "state": "valid", "checkedAt": "2026-10-09T15:39:50.439024529Z" }, "llmsTxt": { "url": "https://docs.aws.amazon.com/location/latest/developerguide/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-09T14:01:15.860395575Z" }, "pages": [ { "url": "https://docs.aws.amazon.com/location/latest/developerguide/doc-history.html", "kind": "changelog", "status": 200, "checkedAt": "2026-10-09T18:36:42.166912963Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "57dff2a88a23" }, { "url": "https://aws.amazon.com/location/pricing/", "kind": "pricing", "status": 200, "checkedAt": "2026-10-09T18:33:03.946049597Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "3ad65fd82f9b" } ], "updatedAt": "2026-10-10T02:06:59.37420869Z" } }, "answer": "Amazon Location Service scores 74.1 (BB) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories.", "b": { "slug": "here-location-services", "name": "HERE Location Services", "vendor": "HERE Technologies", "vendorUrl": "https://www.here.com", "kind": "http-api", "category": "maps", "summary": "HERE Technologies' REST APIs for geocoding, place search, routing, matrix and isoline routing, traffic, transit and map tiles, called with an API key or OAuth token. A hosted MCP server, HERE Location Reasoning, exposes 13 of these operations as tools.", "url": "https://www.anchorterminal.com/tools/here-location-services", "markdownUrl": "https://www.anchorterminal.com/tools/here-location-services.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/here-location-services.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/here-location-services.json", "license": "Proprietary service under the HERE Platform Terms", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://geocode.search.hereapi.com/v1", "packages": [], "auth": "mixed", "authNotes": "Self-serve. A HERE platform account, created in a browser with email verification, lets a person register an app and create up to two API keys, OAuth 2.0 credentials or OAuth 2.1 `private_key_jwt` credentials. REST calls take the key as the `apiKey` query parameter or a bearer token from https://account.api.here.com/oauth2/token. Location Reasoning needs a bearer token on `tools/call` and an account entitlement, and returns 403 without one.", "pricing": "freemium", "pricingNotes": "HERE's docs say a new organisation can get started for free on the Base Plan. The price table at here.com/get-started/pricing is drawn by script and was not read, so no allowance or per-request price is quoted. Support plans run from $50 a month (Developer). Location Reasoning is also sold through AWS Marketplace (checked 2026-10-09).", "priceSummary": "Freemium", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs index, the Location Reasoning guides or the Platform Terms (checked 2026-10-09).", "endpoints": [] }, "toolCount": 13, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-09" }, "docsUrl": "https://docs.here.com", "llmsTxt": "https://docs.here.com/llms.txt", "openapi": "https://docs.here.com/geocoding-and-search/reference/get_geocode.md", "capabilities": [ "geo.geocode", "geo.reverse", "geo.places", "geo.routing", "geo.tiles" ], "tags": [ "hosted", "mcp", "official", "openapi", "llms-txt", "oauth", "free-tier", "enterprise", "eu", "sla", "closed-source" ], "lastRelease": "2026-09-09", "graded": true, "anchor": { "graded": true, "score": 58, "grade": "C", "agentReady": false, "rank": 591, "ranked": true, "rankOf": 950, "categoryRank": 9, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 74, "maintenance": 60, "payments": 10, "reliability": 57, "schema": 87, "security": 65, "transparency": 63 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-09" }, "negative": -3, "negativeNotes": [ "10 July 2026. The Routing v8 changelog marks `mlDuration` as Deprecated and says `return=mlDuration` is still accepted but no longer returns a value. HERE's lifecycle policy says a deprecated feature continues to operate for 6 to 12 months after notice. Three points (https://docs.here.com/routing/docs/routing-v8-changelog.md)" ], "verdict": "Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. The Platform Terms of September 2023 forbid using HERE Materials in connection with a machine learning or AI system, and the price table could not be read.", "bestFor": "Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.", "strengths": [ "Every endpoint page has a Markdown twin holding its OpenAPI 3.0 definition, indexed from `llms.txt` files per product", "99.9 per cent monthly availability targets published for Geocoding and Search v7 and Routing v8", "Lifecycle policy promises six months' notice before a product is discontinued and 6 to 12 months for a deprecated feature", "OAuth 2.1 `private_key_jwt` credentials alongside API keys, with two keys an app for rotation and trusted-domain limits", "ISO 27001, 27701, 27017, 27018 and 42001 certificates, TISAX AL3, and SOC 2 Type 2 for Platform Foundation and Workspace" ], "weaknesses": [ "Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run", "The Base Plan price table is drawn by script, so per-request prices, free allowances and rate limits were not read", "API keys travel in the `apiKey` query parameter", "Results may be cached or stored outside the platform for 30 days at most, and only as HTTP caching headers allow", "Location Reasoning returns 403 unless the account is entitled, and the docs send the reader to an account representative or AWS Marketplace", "The acceptable use policy of January 2022 lists benchmarking and scraping among prohibited activities" ], "agentNotes": [ "Send `Authorization: Bearer` with an OAuth token where logs are kept. The `apiKey` query parameter puts the secret in every URL", "Do not store results for more than 30 days, and follow the HTTP caching headers on each response", "Treat 429 and 503 as throttling. HERE says a traffic surge can be throttled for about 10 minutes below the account's quota", "Read `code`, `cause` and `action` in the error body, and quote `correlationId` to support", "For Location Reasoning, send `initialize`, keep the `Mcp-Session-Id` header on later calls, and send a bearer token on `tools/call`" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 58 } ], "editorialScores": { "ergonomics": 74, "maintenance": 60, "payments": 10, "reliability": 57, "schema": 87, "security": 65, "transparency": 52 }, "provenanceScore": 73 }, "connect": { "http": "curl \"https://geocode.search.hereapi.com/v1/geocode?q=240+Washington+St.%2C+Boston\u0026limit=4\u0026apiKey=$HERE_API_KEY\"" }, "letme": { "capability": "https://letme.dev/geo.geocode", "tool": "https://letme.dev/here-location-services" }, "area": "everyday", "provenance": { "legalEntity": "HERE Europe B.V.", "domain": "here.com", "domainRegistered": "1995-06-11", "endpointOnVendorDomain": false, "terms": "https://www.here.com/en-gb/terms/here-platform-terms-september-2023", "privacy": "https://www.here.com/en-gb/privacy", "statusPage": "https://status.here.com/status", "changelog": "https://docs.here.com/routing/docs/routing-v8-changelog", "securityTxt": "none", "checked": "2026-10-09", "notes": [ "The HERE Platform Terms, effective 18 September 2023, name HERE Europe B.V., Kennedyplein 222-226, 5611 ZT Eindhoven, as contracting party, and HERE North America, LLC, Chicago, for customers in the Americas.", "The privacy policy, effective 29 August 2024, names HERE Global B.V. as controller and says it does not apply to personal data processed on behalf of customers. The Platform Terms incorporate it and a Data Processing Agreement published as a PDF.", "The APIs answer on hereapi.com (for example geocode.search.hereapi.com and router.hereapi.com) and the MCP server on hlr.here.ai, both second domains of the vendor.", "www.here.com/.well-known/security.txt returned the site's error page. The security page gives security@here.com and a 90-day disclosure window.", "RDAP for here.com gives a registration date of 1995-06-11.", "legal.here.com/en-gb/terms/here-platform redirects to the September 2023 terms on www.here.com." ], "score": 73 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/here-location-services.json", "live": { "slug": "here-location-services", "probe": { "target": "https://geocode.search.hereapi.com/v1", "method": "get", "lastAt": "2026-10-10T02:07:11.240971654Z", "lastOk": true, "lastStatus": 404, "lastMs": 69, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 55, "p95ms24h": 124, "samples24h": 107, "samples30d": 107, "days": [ { "date": "2026-10-09", "probes": 85, "ok": 85 }, { "date": "2026-10-10", "probes": 22, "ok": 22 } ] }, "vendorStatus": { "page": "https://status.here.com/status", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-10T00:50:40.516930569Z" }, "pages": [ { "url": "https://docs.here.com/routing/docs/routing-v8-changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-09T18:37:28.07952108Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "c940c6209b7e" }, { "url": "https://www.here.com/en-gb/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-09T18:50:53.049981302Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "bbe0eed0a23e" }, { "url": "https://www.here.com/en-gb/terms/here-platform-terms-september-2023", "kind": "terms", "status": 200, "checkedAt": "2026-10-09T18:50:55.117836401Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "466d77d5e000" } ], "updatedAt": "2026-10-10T02:07:11.240971654Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Amazon Web Services", "b": "HERE Technologies", "name": "Vendor" }, { "a": "https://places.geo.us-east-1.amazonaws.com", "b": "https://geocode.search.hereapi.com/v1", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "API key", "b": "OAuth or key", "name": "Auth" }, { "a": "Pay per use", "b": "Freemium", "name": "Pricing" }, { "a": "$0.50 per 1,000 requests", "b": "not published", "name": "Price for geocoding" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under the AWS Customer Agreement and AWS Service Terms. The AWS SDK clients and the agent context package on GitHub are Apache-2.0", "b": "Proprietary service under the HERE Platform Terms", "name": "Licence" }, { "a": "none", "b": "13", "name": "Tools exposed" }, { "a": "yes", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-08-17", "b": "2026-09-09", "name": "Last release" }, { "a": "2026-10-01", "b": "2023-09-18", "name": "Terms last updated" }, { "a": "2026-05-18", "b": "2024-08-29", "name": "Privacy policy last updated" }, { "a": "yes, with an opt-out", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "yes", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "427k npm/wk", "b": "none", "name": "Popularity" } ], "faq": [ { "answer": "Amazon Location Service scores 74.1 (BB) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories.", "question": "Which is better for AI agents, Amazon Location Service or HERE Location Services?" }, { "answer": "Amazon Location Service needs an API key. HERE Location Services takes an API key or an OAuth sign-in.", "question": "Do Amazon Location Service and HERE Location Services need an API key?" }, { "answer": "Yes. Amazon Location Service has a hosted endpoint at https://places.geo.us-east-1.amazonaws.com and HERE Location Services at https://geocode.search.hereapi.com/v1.", "question": "Can an agent call Amazon Location Service and HERE Location Services without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 95 against 57", "Agent ergonomics, 88 against 74", "Security \u0026 auth, 73 against 65", "Payments \u0026 pricing, 20 against 10", "Transparency \u0026 trust, 70 against 63" ], "also": [ "Agent-ready, a grade of BB or better", "No incidents deducted, where HERE Location Services loses 3 points for them" ], "goodFor": "Operators already on AWS who want geocoding, places and routing inside IAM, CloudTrail and one bill, with HERE data and GrabMaps for Southeast Asia.", "slug": "amazon-location", "watchFor": "The API key is sent as the `key` query parameter, the only documented way to present it" }, { "aheadOn": null, "also": null, "goodFor": "Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.", "slug": "here-location-services", "watchFor": "Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run" } ], "job": { "capability": "geo.geocode", "name": "Geocoding" }, "others": [ { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-arcgis.json", "title": "Amazon Location Service vs ArcGIS Location Platform", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-arcgis" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-azure-maps.json", "title": "Amazon Location Service vs Azure Maps", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-azure-maps" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-geoapify.json", "title": "Amazon Location Service vs Geoapify Location Platform + MCP", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-geoapify" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-google-maps-platform.json", "title": "Amazon Location Service vs Google Maps Platform + Grounding Lite MCP", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-google-maps-platform" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-locationiq.json", "title": "Amazon Location Service vs LocationIQ", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-locationiq" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-mapbox.json", "title": "Amazon Location Service vs Mapbox APIs + MCP", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-mapbox" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-mapquest.json", "title": "Amazon Location Service vs MapQuest", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-mapquest" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-opencage.json", "title": "Amazon Location Service vs OpenCage Geocoding API", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-opencage" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-radar.json", "title": "Amazon Location Service vs Radar", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-radar" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-stadia-maps.json", "title": "Amazon Location Service vs Stadia Maps", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-stadia-maps" }, { "json": "https://www.anchorterminal.com/compare/amazon-location-vs-tomtom.json", "title": "Amazon Location Service vs TomTom Maps APIs + MCP", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-tomtom" }, { "json": "https://www.anchorterminal.com/compare/arcgis-vs-here-location-services.json", "title": "ArcGIS Location Platform vs HERE Location Services", "url": "https://www.anchorterminal.com/compare/arcgis-vs-here-location-services" }, { "json": "https://www.anchorterminal.com/compare/azure-maps-vs-here-location-services.json", "title": "Azure Maps vs HERE Location Services", "url": "https://www.anchorterminal.com/compare/azure-maps-vs-here-location-services" }, { "json": "https://www.anchorterminal.com/compare/geoapify-vs-here-location-services.json", "title": "Geoapify Location Platform + MCP vs HERE Location Services", "url": "https://www.anchorterminal.com/compare/geoapify-vs-here-location-services" }, { "json": "https://www.anchorterminal.com/compare/google-maps-platform-vs-here-location-services.json", "title": "Google Maps Platform + Grounding Lite MCP vs HERE Location Services", "url": "https://www.anchorterminal.com/compare/google-maps-platform-vs-here-location-services" }, { "json": "https://www.anchorterminal.com/compare/here-location-services-vs-locationiq.json", "title": "HERE Location Services vs LocationIQ", "url": "https://www.anchorterminal.com/compare/here-location-services-vs-locationiq" }, { "json": "https://www.anchorterminal.com/compare/here-location-services-vs-mapbox.json", "title": "HERE Location Services vs Mapbox APIs + MCP", "url": "https://www.anchorterminal.com/compare/here-location-services-vs-mapbox" }, { "json": "https://www.anchorterminal.com/compare/here-location-services-vs-mapquest.json", "title": "HERE Location Services vs MapQuest", "url": "https://www.anchorterminal.com/compare/here-location-services-vs-mapquest" }, { "json": "https://www.anchorterminal.com/compare/here-location-services-vs-opencage.json", "title": "HERE Location Services vs OpenCage Geocoding API", "url": "https://www.anchorterminal.com/compare/here-location-services-vs-opencage" }, { "json": "https://www.anchorterminal.com/compare/here-location-services-vs-radar.json", "title": "HERE Location Services vs Radar", "url": "https://www.anchorterminal.com/compare/here-location-services-vs-radar" }, { "json": "https://www.anchorterminal.com/compare/here-location-services-vs-stadia-maps.json", "title": "HERE Location Services vs Stadia Maps", "url": "https://www.anchorterminal.com/compare/here-location-services-vs-stadia-maps" }, { "json": "https://www.anchorterminal.com/compare/here-location-services-vs-tomtom.json", "title": "HERE Location Services vs TomTom Maps APIs + MCP", "url": "https://www.anchorterminal.com/compare/here-location-services-vs-tomtom" } ], "scores": [ { "amazon-location": 95, "by": 38, "edge": "amazon-location", "here-location-services": 57, "key": "reliability", "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "amazon-location": 87, "by": 0, "edge": "", "here-location-services": 87, "key": "schema", "name": "Schema \u0026 documentation", "weight": 13 }, { "amazon-location": 88, "by": 14, "edge": "amazon-location", "here-location-services": 74, "key": "ergonomics", "name": "Agent ergonomics", "weight": 13 }, { "amazon-location": 73, "by": 8, "edge": "amazon-location", "here-location-services": 65, "key": "security", "name": "Security \u0026 auth", "weight": 14 }, { "amazon-location": 20, "by": 10, "edge": "amazon-location", "here-location-services": 10, "key": "payments", "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "amazon-location": 60, "by": 0, "edge": "", "here-location-services": 60, "key": "maintenance", "name": "Maintenance \u0026 community", "weight": 7 }, { "amazon-location": 70, "by": 7, "edge": "amazon-location", "here-location-services": 63, "key": "transparency", "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Amazon Location Service scores 74.1 (BB) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories. Both do geocoding.", "verdicts": { "amazon-location": "Places, Routes and Maps calls work over plain HTTPS with an API key limited to named actions, and every one of the 17 operations is read-only with typed inputs. Access starts with an AWS account a person opens, the key travels in the URL query string, and stored results cost eight times the single-use rate.", "here-location-services": "Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. The Platform Terms of September 2023 forbid using HERE Materials in connection with a machine learning or AI system, and the price table could not be read." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services", "json": "https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services.md", "slim": "https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services.min.md" }, "markdown": "Amazon Location Service scores 74.1 (BB) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories. Both do geocoding.\n\n- Amazon Location Service: grade BB, 74.1/100, rank #77 of 950. Markdown https://www.anchorterminal.com/tools/amazon-location.md · JSON https://www.anchorterminal.com/api/v1/tools/amazon-location.json\n- HERE Location Services: grade C, 58/100, rank #591 of 950. Markdown https://www.anchorterminal.com/tools/here-location-services.md · JSON https://www.anchorterminal.com/api/v1/tools/here-location-services.json\n- Best maps, geocoding and places APIs for AI agents: https://www.anchorterminal.com/best/maps/index.md\n- All 78 maps comparisons: https://www.anchorterminal.com/compare/maps/index.md\n\n## Which one, for what\n\n### Amazon Location Service (BB)\n\nGood for: Operators already on AWS who want geocoding, places and routing inside IAM, CloudTrail and one bill, with HERE data and GrabMaps for Southeast Asia.\n\nAhead on:\n- Reliability, 95 against 57\n- Agent ergonomics, 88 against 74\n- Security \u0026 auth, 73 against 65\n- Payments \u0026 pricing, 20 against 10\n- Transparency \u0026 trust, 70 against 63\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- No incidents deducted, where HERE Location Services loses 3 points for them\n\nWatch for: The API key is sent as the `key` query parameter, the only documented way to present it\n\n### HERE Location Services (C)\n\nGood for: Fleet and logistics work that needs truck routing, large matrices, isolines, traffic and transit from one vendor with an SLA.\n\nWatch for: Platform Terms section f forbids using HERE Materials in connection with a machine learning or AI system, generative AI included. This matters before any probe is run\n\n\n## Score by category\n\n| Category | Weight | Amazon Location Service | HERE Location Services | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 95 | 57 | Amazon Location Service +38 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 87 | 87 | even |\n| Agent ergonomics | 13% (16.2 this run) | 88 | 74 | Amazon Location Service +14 |\n| Security \u0026 auth | 14% (17.5 this run) | 73 | 65 | Amazon Location Service +8 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 10 | Amazon Location Service +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 60 | 60 | even |\n| Transparency \u0026 trust | 7% (8.8 this run) | 70 | 63 | Amazon Location Service +7 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **74.1 · BB** | **58 · C** | |\n\n## Facts side by side\n\n| Fact | Amazon Location Service | HERE Location Services |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Amazon Web Services | HERE Technologies |\n| Hosted endpoint | `https://places.geo.us-east-1.amazonaws.com` | `https://geocode.search.hereapi.com/v1` |\n| Transports | HTTP | HTTP, Streamable HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Pay per use | Freemium |\n| Price for geocoding | $0.50 per 1,000 requests | not published |\n| x402 | no | no |\n| Licence | Proprietary service under the AWS Customer Agreement and AWS Service Terms. The AWS SDK clients and the agent context package on GitHub are Apache-2.0 | Proprietary service under the HERE Platform Terms |\n| Tools exposed | none | 13 |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | yes |\n| Last release | 2026-08-17 | 2026-09-09 |\n| Terms last updated | 2026-10-01 | 2023-09-18 |\n| Privacy policy last updated | 2026-05-18 | 2024-08-29 |\n| Customer content may train models | yes, with an opt-out | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | yes |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 427k npm/wk | none |\n\n## Verdicts\n\n**Amazon Location Service.** Places, Routes and Maps calls work over plain HTTPS with an API key limited to named actions, and every one of the 17 operations is read-only with typed inputs. Access starts with an AWS account a person opens, the key travels in the URL query string, and stored results cost eight times the single-use rate.\n\n**HERE Location Services.** Each endpoint page carries an OpenAPI 3.0 definition as Markdown, and HERE publishes 99.9 per cent monthly availability targets and a six-month deprecation policy. The Platform Terms of September 2023 forbid using HERE Materials in connection with a machine learning or AI system, and the price table could not be read.\n\n## Before you call either\n\n### Amazon Location Service\n\n1. Call the v2 endpoints (`places.geo.\u003cregion\u003e.amazonaws.com/v2/geocode`, `routes.geo`, `maps.geo`). They need no resource creation, unlike the v1 place index and route calculator calls\n2. Set `IntendedUse` to `Storage` before saving or caching any Places result. The default `SingleUse` results may not be stored under section 82.4 of the AWS Service Terms\n3. Read `PricingBucket` in each response. Requesting `Contact`, `Access`, `TimeZone` or `Phonemes` in `AdditionalFeatures` moves a Places call from $0.50 to $1.50 per 1,000\n4. Keep the API key out of logs and shared URLs, since it travels as `?key=`. Use SigV4 with an IAM role for server-side work, and for the Jobs API, which refuses API keys\n5. Back off on HTTP 429 `ThrottlingException`. The burst allowance is 80 per cent of the per-second rate within any part of a second\n\n### HERE Location Services\n\n1. Send `Authorization: Bearer` with an OAuth token where logs are kept. The `apiKey` query parameter puts the secret in every URL\n2. Do not store results for more than 30 days, and follow the HTTP caching headers on each response\n3. Treat 429 and 503 as throttling. HERE says a traffic surge can be throttled for about 10 minutes below the account's quota\n4. Read `code`, `cause` and `action` in the error body, and quote `correlationId` to support\n5. For Location Reasoning, send `initialize`, keep the `Mcp-Session-Id` header on later calls, and send a bearer token on `tools/call`\n\n## Questions\n\n### Which is better for AI agents, Amazon Location Service or HERE Location Services?\n\nAmazon Location Service scores 74.1 (BB) on agent readiness against HERE Location Services's 58 (C), and leads in 5 of 7 scored categories.\n\n### Do Amazon Location Service and HERE Location Services need an API key?\n\nAmazon Location Service needs an API key. HERE Location Services takes an API key or an OAuth sign-in.\n\n### Can an agent call Amazon Location Service and HERE Location Services without installing anything?\n\nYes. Amazon Location Service has a hosted endpoint at https://places.geo.us-east-1.amazonaws.com and HERE Location Services at https://geocode.search.hereapi.com/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services.json, and with the fewest tokens: https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"amazon-location\", \"b\": \"here-location-services\"}`. From a terminal: `anchor compare amazon-location here-location-services`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/amazon-location.json and https://www.anchorterminal.com/api/v1/tools/here-location-services.json\n\n## Other comparisons with Amazon Location Service or HERE Location Services\n\n- [Amazon Location Service vs ArcGIS Location Platform](https://www.anchorterminal.com/compare/amazon-location-vs-arcgis.md)\n- [Amazon Location Service vs Azure Maps](https://www.anchorterminal.com/compare/amazon-location-vs-azure-maps.md)\n- [Amazon Location Service vs Geoapify Location Platform + MCP](https://www.anchorterminal.com/compare/amazon-location-vs-geoapify.md)\n- [Amazon Location Service vs Google Maps Platform + Grounding Lite MCP](https://www.anchorterminal.com/compare/amazon-location-vs-google-maps-platform.md)\n- [Amazon Location Service vs LocationIQ](https://www.anchorterminal.com/compare/amazon-location-vs-locationiq.md)\n- [Amazon Location Service vs Mapbox APIs + MCP](https://www.anchorterminal.com/compare/amazon-location-vs-mapbox.md)\n- [Amazon Location Service vs MapQuest](https://www.anchorterminal.com/compare/amazon-location-vs-mapquest.md)\n- [Amazon Location Service vs OpenCage Geocoding API](https://www.anchorterminal.com/compare/amazon-location-vs-opencage.md)\n- [Amazon Location Service vs Radar](https://www.anchorterminal.com/compare/amazon-location-vs-radar.md)\n- [Amazon Location Service vs Stadia Maps](https://www.anchorterminal.com/compare/amazon-location-vs-stadia-maps.md)\n- [Amazon Location Service vs TomTom Maps APIs + MCP](https://www.anchorterminal.com/compare/amazon-location-vs-tomtom.md)\n- [ArcGIS Location Platform vs HERE Location Services](https://www.anchorterminal.com/compare/arcgis-vs-here-location-services.md)\n- [Azure Maps vs HERE Location Services](https://www.anchorterminal.com/compare/azure-maps-vs-here-location-services.md)\n- [Geoapify Location Platform + MCP vs HERE Location Services](https://www.anchorterminal.com/compare/geoapify-vs-here-location-services.md)\n- [Google Maps Platform + Grounding Lite MCP vs HERE Location Services](https://www.anchorterminal.com/compare/google-maps-platform-vs-here-location-services.md)\n- [HERE Location Services vs LocationIQ](https://www.anchorterminal.com/compare/here-location-services-vs-locationiq.md)\n- [HERE Location Services vs Mapbox APIs + MCP](https://www.anchorterminal.com/compare/here-location-services-vs-mapbox.md)\n- [HERE Location Services vs MapQuest](https://www.anchorterminal.com/compare/here-location-services-vs-mapquest.md)\n- [HERE Location Services vs OpenCage Geocoding API](https://www.anchorterminal.com/compare/here-location-services-vs-opencage.md)\n- [HERE Location Services vs Radar](https://www.anchorterminal.com/compare/here-location-services-vs-radar.md)\n- [HERE Location Services vs Stadia Maps](https://www.anchorterminal.com/compare/here-location-services-vs-stadia-maps.md)\n- [HERE Location Services vs TomTom Maps APIs + MCP](https://www.anchorterminal.com/compare/here-location-services-vs-tomtom.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-10", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Amazon Location Service vs HERE Location Services", "url": "" } ], "description": "Amazon Location Service scores 74.1 (BB) to HERE Location Services's 58 (C) for geocoding. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Amazon Location Service BB 74.1", "HERE Location Services C 58", "scores" ], "h1": "Amazon Location Service vs HERE Location Services", "image": "https://www.anchorterminal.com/assets/og/compare-amazon-location-vs-here-location-services.png", "path": "/compare/amazon-location-vs-here-location-services", "published": "2026-10-01", "section": "tools", "title": "Amazon Location Service vs HERE Location Services for AI agents (2026)", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/amazon-location-vs-here-location-services" }, "tokens": { "markdown": 2750, "slim": 780 }, "version": 1 }