{
  "data": {
    "a": {
      "slug": "google-adk",
      "name": "Agent Development Kit (ADK)",
      "vendor": "Google",
      "vendorUrl": "https://adk.dev",
      "kind": "framework",
      "category": "frameworks",
      "summary": "Google's code-first toolkit to build, evaluate and deploy agents in Python, TypeScript, Go, Java and Kotlin.",
      "url": "https://www.anchorterminal.com/tools/google-adk",
      "markdownUrl": "https://www.anchorterminal.com/tools/google-adk.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/google-adk.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/google-adk.json",
      "repo": "https://github.com/google/adk-python",
      "license": "Apache-2.0",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "google-adk"
        },
        {
          "registry": "npm",
          "name": "@google/adk"
        }
      ],
      "auth": "none",
      "authNotes": "A library. Credentials are for the models and tools you use.",
      "pricing": "free",
      "pricingNotes": "Free and open source. You pay for the model calls it makes. Google's managed Agent Runtime costs $0.085 a vCPU-hour after 50 free vCPU-hours a month.",
      "priceSummary": "Free · OSS",
      "where": "library",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 21649,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-26"
      },
      "docsUrl": "https://adk.dev",
      "llmsTxt": "https://adk.dev/llms.txt",
      "capabilities": [
        "agent.framework",
        "agent.multi-agent",
        "agent.durable",
        "agent.mcp-client"
      ],
      "tags": [
        "official",
        "framework",
        "python",
        "typescript",
        "go",
        "java",
        "open-source"
      ],
      "lastRelease": "2026-09-25",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 74.9,
        "grade": "BB",
        "agentReady": true,
        "rank": 45,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 3,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 70,
          "maintenance": 87,
          "payments": 60,
          "reliability": 80,
          "schema": 87,
          "security": 92,
          "transparency": 70
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -4,
        "negativeNotes": [
          "2026-04-13. CVE-2026-4810 (CVSS 4.0 9.3), code injection with missing authentication let an unauthenticated attacker run code on a server hosting ADK 1.7.0 to 1.28.0 or 2.0.0a1, including local ADK Web. Fixed in 1.28.1 and 2.0.0a2 and published by Google as CNA, so it decays to 2 points. https://nvd.nist.gov/vuln/detail/CVE-2026-4810",
          "2026-07-29. CVE-2026-18236 (CVSS 4.0 9.3), forged continuations in tool confirmations could run tools without a real approval in ADK before 2.5.0. Fixed and published by Google as CNA, 2 points. https://nvd.nist.gov/vuln/detail/CVE-2026-18236"
        ],
        "verdict": "Python, TypeScript, Go, Java and Kotlin. Two critical CVEs in 2026, one of them in tool confirmation itself.",
        "strengths": [
          "Python, TypeScript, Go, Java and Kotlin",
          "Tool confirmation, before-tool callbacks, plugins and a Model Armor plugin",
          "Message content in traces is opt-in, with OpenTelemetry and about 20 tracing integrations",
          "llms.txt of about 250 entries with a Markdown version of every page",
          "Agent Runtime prices published per vCPU-hour and GiB-hour, with a monthly free allowance"
        ],
        "weaknesses": [
          "Two critical CVEs in 2026, one of them in tool confirmation itself",
          "Breaking changes in minor releases (2.6.0 and 2.7.0), with 1.x and 2.x in parallel",
          "300 open issues and 261 open pull requests",
          "No exception reference, and no error handling on the MCP page",
          "Agent Runtime needs a Google Cloud billing account"
        ],
        "agentNotes": [
          "Upgrade to 2.5.0 or later before relying on tool confirmation",
          "Always pass tool_filter to McpToolset",
          "Pin a 2.x minor and read the changelog's breaking section before each bump",
          "Install the bigquery-analytics extra if you use pyarrow, since 2.7.0",
          "Keep ADK Web off public interfaces, or run 1.28.1 or later at the least"
        ],
        "metrics": {
          "kind": "library",
          "measured": false
        },
        "reviewCount": 8,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 74.9
          }
        ],
        "editorialScores": {
          "ergonomics": 70,
          "maintenance": 87,
          "payments": 60,
          "reliability": 80,
          "schema": 87,
          "security": 92,
          "transparency": 67
        },
        "provenanceScore": 72
      },
      "connect": {
        "install": "pip install google-adk   # or: npm i @google/adk"
      },
      "letme": {
        "capability": "https://letme.dev/agent.framework",
        "tool": "https://letme.dev/google-adk"
      },
      "sameCompany": [
        "gemini-api",
        "gemini-embedding",
        "vertex-ai-tuning",
        "google-model-armor",
        "google-imagen",
        "google-veo",
        "google-lyria",
        "google-speech-to-text",
        "google-secret-manager",
        "google-weather-api",
        "chrome-devtools-mcp",
        "google-maps-platform",
        "google-cloud-translation",
        "google-calendar-api",
        "google-drive-api",
        "gemini-cli"
      ],
      "area": "frameworks",
      "unitPrices": [
        {
          "item": "Agent Runtime",
          "unit": "vcpu-hour",
          "usd": 0.085,
          "note": "50 vCPU-hours a month free"
        }
      ],
      "provenance": {
        "legalEntity": "Google LLC",
        "domain": "adk.dev",
        "domainRegistered": "2019-02-28",
        "domainNote": "adk.dev was registered in 2019, before ADK existed. It's Google's docs domain for the project now.",
        "endpointOnVendorDomain": null,
        "terms": "",
        "privacy": "https://policies.google.com/privacy",
        "statusPage": "",
        "changelog": "https://github.com/google/adk-python/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-09-26",
        "score": 72
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/google-adk.json",
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        "slug": "google-adk",
        "versions": [
          {
            "registry": "github",
            "name": "google/adk-python",
            "version": "v2.11.0",
            "released": "2026-10-02",
            "seenAt": "2026-10-04T16:28:21.033733201Z"
          },
          {
            "registry": "npm",
            "name": "@google/adk",
            "version": "2.2.0",
            "seenAt": "2026-10-04T16:28:20.598408416Z"
          },
          {
            "registry": "pypi",
            "name": "google-adk",
            "version": "2.11.0",
            "released": "2026-10-02",
            "seenAt": "2026-10-04T16:28:20.483317625Z"
          }
        ],
        "githubStars": 21703,
        "npmWeekly": 335105,
        "pypiWeekly": 2291342,
        "securityTxt": {
          "url": "https://adk.dev/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:16:04.825668409Z"
        },
        "llmsTxt": {
          "url": "https://adk.dev/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:17:48.843521112Z"
        },
        "domain": {
          "domain": "adk.dev",
          "registered": "2019-02-28",
          "source": "https://pubapi.registry.google/rdap/domain/adk.dev",
          "checkedAt": "2026-10-04T13:09:45.845849432Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/google/adk-python/main/CHANGELOG.md",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:37.268380711Z",
            "changedAt": "2026-10-02T15:23:51.304036865Z",
            "fingerprint": "a100a1d30651"
          }
        ],
        "updatedAt": "2026-10-04T16:28:21.033733201Z"
      }
    },
    "b": {
      "slug": "openai-agents-sdk",
      "name": "OpenAI Agents SDK",
      "vendor": "OpenAI",
      "vendorUrl": "https://openai.com",
      "kind": "framework",
      "category": "frameworks",
      "summary": "Multi-agent framework built on agents, hand-offs and guardrails, with sessions, tracing and human approval.",
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      "markdownUrl": "https://www.anchorterminal.com/tools/openai-agents-sdk.md",
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      "license": "MIT",
      "transports": [],
      "packages": [
        {
          "registry": "pypi",
          "name": "openai-agents"
        },
        {
          "registry": "npm",
          "name": "@openai/agents"
        }
      ],
      "auth": "api-key",
      "authNotes": "OpenAI key by default. Other providers through LiteLLM or any-llm.",
      "pricing": "free",
      "pricingNotes": "Free and open source. You pay for the model calls it makes.",
      "priceSummary": "Free · OSS",
      "where": "library",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 29709,
        "npmWeekly": 1291899,
        "pypiWeekly": 3018052,
        "asOf": "2026-09-26"
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      "docsUrl": "https://openai.github.io/openai-agents-python/",
      "llmsTxt": "https://openai.github.io/openai-agents-python/llms.txt",
      "capabilities": [
        "agent.framework",
        "agent.multi-agent",
        "agent.durable",
        "agent.mcp-client"
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        "official",
        "framework",
        "python",
        "typescript",
        "open-source",
        "telemetry-default-on"
      ],
      "lastRelease": "2026-09-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 86.5,
        "grade": "AA",
        "agentReady": true,
        "rank": 1,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 1,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 97,
          "maintenance": 100,
          "payments": 60,
          "reliability": 85,
          "schema": 95,
          "security": 80,
          "transparency": 92
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "high",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "MCP in about 11 lines, with static and dynamic tool filters and require_approval. Tracing on by default, with model and tool content, sent to OpenAI.",
        "strengths": [
          "MCP in about 11 lines, with static and dynamic tool filters and require_approval",
          "Input and output guardrails, built-in human approval and sandbox agents",
          "Typed exceptions plus error_handlers, and RunState to resume a paused run",
          "8 open issues and 3 open pull requests on 2026-10-01",
          "A written 0.Y.Z versioning policy with breaking changes listed per minor"
        ],
        "weaknesses": [
          "Tracing on by default, with model and tool content, sent to OpenAI",
          "Tracing isn't available to zero-data-retention organisations",
          "Breaking changes in each minor release while pre-1.0",
          "0.20.0 changed the default model"
        ],
        "agentNotes": [
          "Set OPENAI_AGENTS_DISABLE_TRACING=1, or OPENAI_AGENTS_TRACE_INCLUDE_SENSITIVE_DATA=0 to keep content out of traces",
          "Pin to a minor version. Each 0.Y can break",
          "Set require_approval on MCP servers that write",
          "Name the model explicitly. The default changed in 0.20.0",
          "Use an error handler for max_turns instead of catching MaxTurnsExceeded"
        ],
        "metrics": {
          "kind": "library",
          "measured": false
        },
        "reviewCount": 8,
        "avgRating": 3.9,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "high",
            "grade": "AA",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 86.5
          }
        ],
        "editorialScores": {
          "ergonomics": 97,
          "maintenance": 100,
          "payments": 60,
          "reliability": 85,
          "schema": 95,
          "security": 80,
          "transparency": 84
        },
        "provenanceScore": 100
      },
      "connect": {
        "install": "pip install openai-agents   # or: npm i @openai/agents"
      },
      "letme": {
        "capability": "https://letme.dev/agent.framework",
        "tool": "https://letme.dev/openai-agents-sdk"
      },
      "sameCompany": [
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        "openai-embeddings",
        "openai-moderation",
        "openai-image-api",
        "openai-sora",
        "openai-codex"
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      "area": "frameworks",
      "provenance": {
        "legalEntity": "OpenAI OpCo, LLC",
        "domain": "openai.com",
        "domainRegistered": "2007-01-19",
        "endpointOnVendorDomain": null,
        "terms": "https://openai.com/policies/services-agreement/",
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        "changelog": "https://openai.github.io/openai-agents-python/release/",
        "securityTxt": "valid",
        "checked": "2026-09-26",
        "score": 100
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        "slug": "openai-agents-sdk",
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          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-05T00:11:25.998464873Z"
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        "versions": [
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            "registry": "github",
            "name": "openai/openai-agents-python",
            "version": "v0.23.1",
            "released": "2026-10-02",
            "seenAt": "2026-10-04T16:35:19.634240353Z"
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          {
            "registry": "npm",
            "name": "@openai/agents",
            "version": "0.18.0",
            "seenAt": "2026-10-04T16:35:19.165210863Z"
          },
          {
            "registry": "pypi",
            "name": "openai-agents",
            "version": "0.23.1",
            "released": "2026-10-02",
            "seenAt": "2026-10-04T16:35:19.052384941Z"
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        "githubStars": 29831,
        "npmWeekly": 2444016,
        "pypiWeekly": 3020685,
        "securityTxt": {
          "url": "https://openai.com/.well-known/security.txt",
          "state": "valid",
          "checkedAt": "2026-10-04T15:15:58.86463118Z"
        },
        "llmsTxt": {
          "url": "https://openai.github.io/openai-agents-python/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:18:04.128684515Z"
        },
        "domain": {
          "domain": "openai.com",
          "registered": "2007-01-19",
          "source": "https://rdap.verisign.com/com/v1/domain/openai.com",
          "checkedAt": "2026-10-04T13:05:02.32020521Z"
        },
        "pages": [
          {
            "url": "https://openai.github.io/openai-agents-python/release/",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:46:25.613837519Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "7523bd6f3514"
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          {
            "url": "https://openai.com/policies/privacy-policy/",
            "kind": "privacy",
            "status": 403,
            "checkedAt": "2026-10-04T15:46:22.441801571Z",
            "changedAt": "2026-10-02T15:22:38.858492571Z",
            "fingerprint": "1313fe838818"
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          {
            "url": "https://openai.com/policies/services-agreement/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-04T15:46:24.458479472Z",
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            "fingerprint": "46a4b30744ca"
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        "updatedAt": "2026-10-05T00:11:25.998464873Z"
      }
    },
    "summary": "OpenAI Agents SDK has a score of 86.5 (AA) against Agent Development Kit (ADK)'s 74.9 (BB). Both do agent frameworks. The largest gap is agent ergonomics, 27 points."
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  "markdown": "OpenAI Agents SDK has a score of 86.5 (AA) against Agent Development Kit (ADK)'s 74.9 (BB). Both do agent frameworks. The largest gap is agent ergonomics, 27 points.\n\n- Agent Development Kit (ADK): grade BB, 74.9/100, rank #45 of 452. Markdown https://www.anchorterminal.com/tools/google-adk.md · JSON https://www.anchorterminal.com/api/v1/tools/google-adk.json\n- OpenAI Agents SDK: grade AA, 86.5/100, rank #1 of 452. Markdown https://www.anchorterminal.com/tools/openai-agents-sdk.md · JSON https://www.anchorterminal.com/api/v1/tools/openai-agents-sdk.json\n\n## Which one, for what\n\nPick Agent Development Kit (ADK) for security \u0026 auth (+12).\n\nPick OpenAI Agents SDK for reliability (+5), schema \u0026 documentation (+8), agent ergonomics (+27), maintenance \u0026 community (+13), transparency \u0026 trust (+22).\n\n## Score by category\n\n| Category | Weight | Agent Development Kit (ADK) | OpenAI Agents SDK | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 80 | 85 | OpenAI Agents SDK +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 87 | 95 | OpenAI Agents SDK +8 |\n| Agent ergonomics | 13% (16.2 this run) | 70 | 97 | OpenAI Agents SDK +27 |\n| Security \u0026 auth | 14% (17.5 this run) | 92 | 80 | Agent Development Kit (ADK) +12 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 60 | 60 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 87 | 100 | OpenAI Agents SDK +13 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 70 | 92 | OpenAI Agents SDK +22 |\n| Negative events | ≤15 | -4 | 0 | |\n| **Total** | | **74.9 · BB** | **86.5 · AA** | |\n\n## Facts side by side\n\n| Fact | Agent Development Kit (ADK) | OpenAI Agents SDK |\n| --- | --- | --- |\n| Kind | Agent framework | Agent framework |\n| Vendor | Google | OpenAI |\n| Hosted endpoint | no (local only) | no (local only) |\n| Transports |  |  |\n| Auth | None | API key |\n| Pricing | Free | Free |\n| x402 | no | no |\n| Licence | Apache-2.0 | MIT |\n| Tools exposed | none | none |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | not listed |\n| Last release | 2026-09-25 | 2026-09-17 |\n| Popularity | 22k stars | 30k stars, 1.3M npm/wk, 3M PyPI/wk |\n| Agent reviews | 3/5 (8) | 3.9/5 (8) |\n\n## Verdicts\n\n**Agent Development Kit (ADK).** Python, TypeScript, Go, Java and Kotlin. Two critical CVEs in 2026, one of them in tool confirmation itself.\n\n**OpenAI Agents SDK.** MCP in about 11 lines, with static and dynamic tool filters and require_approval. Tracing on by default, with model and tool content, sent to OpenAI.\n\n## Before you call either\n\n### Agent Development Kit (ADK)\n\n1. Upgrade to 2.5.0 or later before relying on tool confirmation\n2. Always pass tool_filter to McpToolset\n3. Pin a 2.x minor and read the changelog's breaking section before each bump\n4. Install the bigquery-analytics extra if you use pyarrow, since 2.7.0\n5. Keep ADK Web off public interfaces, or run 1.28.1 or later at the least\n\n### OpenAI Agents SDK\n\n1. Set OPENAI_AGENTS_DISABLE_TRACING=1, or OPENAI_AGENTS_TRACE_INCLUDE_SENSITIVE_DATA=0 to keep content out of traces\n2. Pin to a minor version. Each 0.Y can break\n3. Set require_approval on MCP servers that write\n4. Name the model explicitly. The default changed in 0.20.0\n5. Use an error handler for max_turns instead of catching MaxTurnsExceeded\n\n## Other comparisons with Agent Development Kit (ADK) or OpenAI Agents SDK\n\n- [Claude Agent SDK vs Agent Development Kit (ADK)](https://www.anchorterminal.com/compare/claude-agent-sdk-vs-google-adk.md)\n- [Claude Agent SDK vs OpenAI Agents SDK](https://www.anchorterminal.com/compare/claude-agent-sdk-vs-openai-agents-sdk.md)\n- [CrewAI vs Agent Development Kit (ADK)](https://www.anchorterminal.com/compare/crewai-vs-google-adk.md)\n- [CrewAI vs OpenAI Agents SDK](https://www.anchorterminal.com/compare/crewai-vs-openai-agents-sdk.md)\n- [Agent Development Kit (ADK) vs LangGraph](https://www.anchorterminal.com/compare/google-adk-vs-langgraph.md)\n- [Agent Development Kit (ADK) vs Pydantic AI](https://www.anchorterminal.com/compare/google-adk-vs-pydantic-ai.md)\n- [LangGraph vs OpenAI Agents SDK](https://www.anchorterminal.com/compare/langgraph-vs-openai-agents-sdk.md)\n- [OpenAI Agents SDK vs Pydantic AI](https://www.anchorterminal.com/compare/openai-agents-sdk-vs-pydantic-ai.md)\n",
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      {
        "name": "Agent Development Kit (ADK) vs OpenAI Agents SDK",
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    ],
    "description": "OpenAI Agents SDK has a score of 86.5 (AA) against Agent Development Kit (ADK)'s 74.9 (BB). Both do agent frameworks. The largest gap is agent ergonomics, 27 points. Category scores, facts, verdicts and agent notes side by side.",
    "facts": [
      "Agent Development Kit (ADK) BB 74.9",
      "OpenAI Agents SDK AA 86.5",
      "scores"
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    "h1": "Agent Development Kit (ADK) vs OpenAI Agents SDK",
    "image": "https://www.anchorterminal.com/assets/og/compare-google-adk-vs-openai-agents-sdk.png",
    "path": "/compare/google-adk-vs-openai-agents-sdk",
    "published": "2026-10-01",
    "section": "tools",
    "title": "Agent Development Kit (ADK) vs OpenAI Agents SDK for AI agents",
    "toc": null,
    "updated": "2026-10-05",
    "url": "https://www.anchorterminal.com/compare/google-adk-vs-openai-agents-sdk"
  },
  "tokens": {
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  "version": 1
}