{ "data": { "a": { "slug": "agentcore-code-interpreter", "name": "Amazon Bedrock AgentCore Code Interpreter", "vendor": "Amazon Web Services", "vendorUrl": "https://aws.amazon.com/bedrock/agentcore/", "kind": "http-api", "category": "code-sandboxes", "summary": "Amazon Bedrock AgentCore Code Interpreter is AWS's managed sandbox for running agent-written Python, JavaScript and TypeScript. Each session is a dedicated microVM, reached through the AWS API, the AgentCore SDKs or an MCP server.", "url": "https://www.anchorterminal.com/tools/agentcore-code-interpreter", "markdownUrl": "https://www.anchorterminal.com/tools/agentcore-code-interpreter.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/agentcore-code-interpreter.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/agentcore-code-interpreter.json", "repo": "https://github.com/aws/bedrock-agentcore-sdk-python", "license": "Proprietary service under the AWS Service Terms. The AgentCore SDKs for Python and TypeScript and the AgentCore MCP server are Apache-2.0", "transports": [ "http" ], "remoteUrl": "https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke", "packages": [ { "registry": "pypi", "name": "bedrock-agentcore" }, { "registry": "npm", "name": "bedrock-agentcore" }, { "registry": "pypi", "name": "boto3" }, { "registry": "pypi", "name": "awslabs.amazon-bedrock-agentcore-mcp-server" } ], "auth": "api-key", "authNotes": "AWS Signature Version 4 with IAM access keys or a role, self-serve once an AWS account exists. A policy must allow `bedrock-agentcore:StartCodeInterpreterSession`, `bedrock-agentcore:InvokeCodeInterpreter` and `bedrock-agentcore:StopCodeInterpreterSession` on the interpreter's ARN. The managed interpreter `aws.codeinterpreter.v1` needs no resource of its own. A custom interpreter takes a network mode and an execution role, which bounds the AWS resources code in the sandbox can reach. No partner or sales approval.", "pricing": "usage", "pricingNotes": "$0.0895 a vCPU-hour and $0.00945 a GB-hour, billed per second on CPU used and peak memory, with a one-second minimum and 128 MB minimum memory. AWS says I/O wait and idle time are free when no background process is running. Network data transfer is extra at EC2 rates. No allowance specific to Code Interpreter. New AWS accounts get up to $200 in Free Tier credits, and AWS says most new customers sign up without a payment method, so an agent's owner can start without a contract (https://aws.amazon.com/bedrock/agentcore/pricing/, https://aws.amazon.com/free/free-tier-faqs/, checked 2026-10-08).", "priceSummary": "$0.0895 / vCPU-hr", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on the Code Interpreter endpoints, in the API reference or on the pricing page. AgentCore Payments, a separate component, lets a customer's agents pay third parties over x402 and MPP and is not a way to pay AWS (checked 2026-10-08).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 776, "npmWeekly": 334717, "pypiWeekly": null, "asOf": "2026-10-08" }, "docsUrl": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/code-interpreter-tool.html", "llmsTxt": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/llms.txt", "capabilities": [ "sandbox.code", "sandbox.fs" ], "tags": [ "hosted", "usage-priced", "closed-source", "python", "typescript", "enterprise", "llms-txt", "mcp", "free-tier", "no-card", "status-page", "soc2" ], "lastRelease": "2026-10-07", "graded": true, "anchor": { "graded": true, "score": 73.1, "grade": "BB", "agentReady": true, "rank": 89, "ranked": true, "rankOf": 842, "categoryRank": 3, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 75, "maintenance": 65, "payments": 30, "reliability": 85, "schema": 81, "security": 87, "transparency": 70 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": 0, "verdict": "Each session runs in its own microVM with 2 vCPU, 8 GB and a 10 GB disk for up to eight hours, and IAM can scope access to one interpreter. Sessions cannot be paused or resumed, and an AWS account with IAM set-up is needed before a first call.", "bestFor": "A team already on AWS that wants agent code to run under IAM, inside a VPC and beside S3 data, for sessions up to eight hours.", "strengths": [ "Each session runs in a dedicated microVM, which AWS says is terminated and has its memory sanitised when the session ends", "Billing is per second on CPU used and peak memory, at $0.0895 a vCPU-hour and $0.00945 a GB-hour, with I/O wait and idle time free", "IAM actions cover each of the nine operations, with separate ARNs for the system interpreter and custom ones", "Rate limits are published per API, 30 requests a second for `StartCodeInterpreterSession` and `InvokeCodeInterpreter`, and 1,000 concurrent sessions per account", "The managed interpreter `aws.codeinterpreter.v1` needs no resource set-up, and `code_session` in the Python SDK starts and stops a session in one block" ], "weaknesses": [ "No pause, resume or snapshot. Session files are removed when the session ends, and persistence needs a customer-owned S3 Files or EFS mount inside a VPC", "Every session is capped at 2 vCPU, 8 GB of memory and 10 GB of disk, and the cap is not adjustable", "`InvokeCodeInterpreter` takes one flat `arguments` object for nine operations, so the reference does not say which fields each operation requires", "The Bedrock SLA that AWS says applies to AgentCore dates from 4 October 2023 and names only the Bedrock APIs for models", "The troubleshooting page is three bullet points, and execution console logs are not sent to CloudWatch" ], "agentNotes": [ "Start a session with `StartCodeInterpreterSession`, then pass its id in the `x-amzn-code-interpreter-session-id` header on every `InvokeCodeInterpreter` call", "Set `sessionTimeoutSeconds` when starting. The default is 900 seconds and the maximum is eight hours, and the session ends itself at the timeout", "Stop sessions when done. Billing runs per second while code is busy, and a session left open counts against the 1,000 concurrent-session quota", "Use `startCommandExecution`, `getTask` and `stopTask` for work longer than the 15-minute synchronous request limit", "Retry `ThrottlingException` (429) and `InternalServerException` (500) with exponential backoff, and treat `ServiceQuotaExceededException`, returned as HTTP 402, as a quota to raise" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "BB", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 73.1 } ], "editorialScores": { "ergonomics": 75, "maintenance": 65, "payments": 30, "reliability": 85, "schema": 81, "security": 87, "transparency": 51 }, "provenanceScore": 88 }, "connect": { "install": "pip install bedrock-agentcore # or: npm i bedrock-agentcore", "http": "awscurl -X POST \\\n \"https://bedrock-agentcore.us-west-2.amazonaws.com/code-interpreters/aws.codeinterpreter.v1/tools/invoke\" \\\n -H \"Content-Type: application/json\" \\\n -H \"x-amzn-code-interpreter-session-id: $SESSION_ID\" \\\n --service bedrock-agentcore --region us-west-2 \\\n -d '{\"name\":\"executeCode\",\"arguments\":{\"language\":\"python\",\"code\":\"print(\\\"Hello, world!\\\")\"}}'", "config": { "mcpServers": { "bedrock-agentcore-mcp-server": { "args": [ "awslabs.amazon-bedrock-agentcore-mcp-server@latest" ], "command": "uvx", "env": { "AGENTCORE_ENABLE_TOOLS": "code_interpreter", "FASTMCP_LOG_LEVEL": "ERROR" } } } } }, "letme": { "capability": "https://letme.dev/sandbox.code", "tool": "https://letme.dev/agentcore-code-interpreter" }, "sameCompany": [ "amazon-bedrock-customization", "amazon-textract", "aws-end-user-messaging", "amazon-sns", "amazon-s3" ], "area": "agent-runtime", "unitPrices": [ { "item": "CPU", "unit": "vcpu-hour", "usd": 0.0895, "note": "Billed per second on CPU used. Memory extra at $0.00945 a GB-hour on peak use" }, { "item": "Session at the 2 vCPU, 8 GB cap, fully busy", "unit": "session-hour", "usd": 0.2546, "note": "Our sum of 2 x $0.0895 and 8 x $0.00945. I/O wait and idle time are not billed" } ], "provenance": { "legalEntity": "Amazon Web Services, Inc.", "domain": "amazonaws.com", "domainRegistered": "2005-08-18", "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/bedrock-agentcore/latest/devguide/release-notes.html", "securityTxt": "expired", "checked": "2026-10-08", "notes": [ "The endpoints are `bedrock-agentcore.\u003cregion\u003e.amazonaws.com`. RDAP gives 2005-08-18 for amazonaws.com and 1994-11-01 for amazon.com, where the product, pricing and legal pages sit.", "The AWS Service Terms were last updated on 1 October 2026. Section 50 covers Amazon Bedrock. No clause naming Code Interpreter was found.", "The AWS Privacy Notice, last updated 18 May 2026, names Amazon Web Services, Inc. and says it does not apply to content customers process in AWS services, which the customer agreement governs.", "aws.amazon.com/.well-known/security.txt has Contact and Policy fields, and its Expires date of 2026-09-24 had passed on 8 October 2026.", "AgentCore release notes carry a month for each entry, not a day." ], "score": 88 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/agentcore-code-interpreter.json", "live": { "slug": "agentcore-code-interpreter", "probe": { "target": "https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke", "method": "get", "lastAt": "2026-10-09T09:26:41.522149204Z", "lastOk": false, "lastStatus": 0, "lastMs": 0, "lastNote": "invalid character \"{\" in host name", "authRequired": false, "uptime24h": 0, "uptime30d": 0, "p50ms24h": 0, "p95ms24h": 0, "samples24h": 20, "samples30d": 20, "days": [ { "date": "2026-10-09", "probes": 20, "ok": 0 } ], "outages": [ { "start": "2026-10-09T07:40:18.24415355Z", "end": "0001-01-01T00:00:00Z", "note": "invalid character \"{\" in host name" } ] }, "vendorStatus": { "page": "https://health.aws.amazon.com/health/status", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-09T07:57:35.17007236Z" }, "updatedAt": "2026-10-09T09:26:41.522149204Z" } }, "answer": "Amazon Bedrock AgentCore Code Interpreter scores 73.1 (BB) on agent readiness against Morph Cloud's 50.8 (D), and leads in every scored category.", "b": { "slug": "morph-cloud", "name": "Morph Cloud", "vendor": "Morph Labs", "vendorUrl": "https://cloud.morph.so", "kind": "http-api", "category": "code-sandboxes", "summary": "Cloud virtual machines for AI agents from Morph Labs. Instances boot from snapshots and can be paused with memory intact, branched into copies, and driven through a REST API, Python and TypeScript SDKs and a CLI.", "url": "https://www.anchorterminal.com/tools/morph-cloud", "markdownUrl": "https://www.anchorterminal.com/tools/morph-cloud.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/morph-cloud.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/morph-cloud.json", "repo": "https://github.com/morph-labs/morph-python-sdk", "license": "Proprietary hosted service with no published terms found. The Python and TypeScript SDKs are Apache-2.0", "transports": [ "http" ], "remoteUrl": "https://cloud.morph.so/api", "packages": [ { "registry": "pypi", "name": "morphcloud" }, { "registry": "npm", "name": "morphcloud" } ], "auth": "api-key", "authNotes": "Bearer API key on https://cloud.morph.so/api, created in the dashboard at cloud.morph.so/web/keys after a browser signup. The SDKs and CLI read `MORPH_API_KEY`. Keys are bound to an organisation and can be listed and deleted through the API. An agent inside a devbox can use a devbox agent token limited to that devbox and to named scopes.", "pricing": "usage", "pricingNotes": "Billed in Morph Compute Units. 1 MCU is 1 vCPU-hour with 4 GB RAM-hours and 16 GB disk-hours, or 5 TB snapshot-hours, at a stated standard rate of $0.05. The Free plan is $0 a month with 0 MCUs, so compute needs a purchase. Developer is $40 a month with 1,000 MCUs and Team is $250 a month with 7,500, with more billed as used (https://cloud.morph.so/web/pricing, checked 2026-10-08). No sandbox or free credit was found that lets an agent start without paying.", "priceSummary": "$0.05 / unit", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs, the OpenAPI file or the pricing page (checked 2026-10-08).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 3, "npmWeekly": 339, "pypiWeekly": 13199, "asOf": "2026-10-08" }, "docsUrl": "https://cloud.morph.so/docs", "llmsTxt": "https://cloud.morph.so/docs/llms.txt", "openapi": "https://cloud.morph.so/api/openapi.json", "capabilities": [ "sandbox.code", "sandbox.fs", "sandbox.persist" ], "tags": [ "hosted", "openapi", "llms-txt", "python", "typescript", "cli", "status-page" ], "lastRelease": "2026-09-01", "graded": true, "anchor": { "graded": true, "score": 50.8, "grade": "D", "agentReady": false, "rank": 683, "ranked": true, "rankOf": 842, "categoryRank": 13, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 61, "maintenance": 58, "payments": 20, "reliability": 63, "schema": 72, "security": 39, "transparency": 25 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": 0, "verdict": "Pause and snapshot keep memory and running processes, and one call branches an instance into several copies. A public OpenAPI file covers 69 operations. No terms of service, privacy policy or security page was found, the free plan includes no compute credit, and the changelog holds one entry from November 2024.", "bestFor": "Agents that need to checkpoint and fork a running machine with memory intact, for parallel attempts, evaluations or reinforcement learning rollouts.", "strengths": [ "Pause and snapshot preserve memory and running processes, and a paused instance is billed for its snapshot only", "Branch creates a snapshot and starts a chosen number of copies in one call", "Public OpenAPI 3.1 file with 69 operations, plus llms.txt and llms-full.txt", "Devbox agent tokens are bound to one devbox and carry named scopes", "Status page shows 90 days without downtime to 8 October 2026 and no incident since 5 December 2025" ], "weaknesses": [ "No terms of service, privacy policy, DPA or subprocessor list found on morph.so or cloud.morph.so", "The Free plan starts with 0 MCUs, so compute needs a purchase, and signup is in a browser", "No request rate limits, SLA or error-code reference in the reviewed documentation", "The changelog has one entry, the beta release of 19 November 2024", "The TypeScript SDK's last release is 0.0.20 of 6 October 2025", "No security.txt, disclosure policy or certification found, and no isolation technology is named in the docs" ], "agentNotes": [ "Set `ttl_seconds` and `ttl_action` when starting an instance. Nothing in the docs stops an instance with no TTL from billing MCUs", "Pass `auth_mode: api_key` when exposing an HTTP service. The default is `none`, which makes the URL public", "Enable `wake_on_ssh` before calling exec on an instance that may be paused. There is no separate exec wake setting", "Use `/api/instance/list` and `/api/snapshot/list` with `page` and `limit` (default 50, maximum 1,000). The plain list routes return everything", "On a 503 from snapshot, branch, pause or reboot, wait for the `Retry-After` value before repeating the call" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "D", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 50.8 } ], "editorialScores": { "ergonomics": 61, "maintenance": 58, "payments": 20, "reliability": 63, "schema": 72, "security": 39, "transparency": 14 }, "provenanceScore": 35 }, "connect": { "install": "pip install morphcloud # or npm install morphcloud@0.0.20", "http": "curl -sS -H \"Authorization: Bearer $MORPH_API_KEY\" \\\n https://cloud.morph.so/api/snapshot/snapshot_your_snapshot_id" }, "letme": { "capability": "https://letme.dev/sandbox.code", "tool": "https://letme.dev/morph-cloud" }, "area": "agent-runtime", "unitPrices": [ { "item": "Morph Compute Unit", "unit": "compute-unit", "usd": 0.05, "note": "1 vCPU-hour with 4 GB RAM-hours and 16 GB disk-hours, or 5 TB snapshot-hours" }, { "item": "Instance compute", "unit": "vcpu-hour", "usd": 0.05, "note": "Includes 4 GB RAM and 16 GB disk per vCPU. MCUs are the largest of the three ratios" }, { "item": "Developer plan", "unit": "month", "usd": 40, "note": "1,000 MCUs included" }, { "item": "Team plan", "unit": "month", "usd": 250, "note": "7,500 MCUs included" } ], "provenance": { "legalEntity": "", "domain": "morph.so", "domainRegistered": "", "endpointOnVendorDomain": true, "terms": "", "privacy": "", "statusPage": "https://status.cloud.morph.so", "changelog": "https://cloud.morph.so/docs/changelog", "securityTxt": "none", "checked": "2026-10-08", "notes": [ "No terms of service, service agreement or privacy policy was found. /terms and /privacy return 404 on cloud.morph.so and www.morph.so, and the morph.so site map lists only the home page, blog and careers, so both fields are left out.", "No registered legal entity was found. The SDK licence reads Copyright 2024 Morph Labs.", "The API answers at cloud.morph.so/api and exposed services at morphcloud.io addresses, per the docs.", "security.txt returns 404 on cloud.morph.so and www.morph.so.", "No RDAP service answers for the .so registry, so the registration date is blank.", "The status page's own data names Morph Labs, cloud.morph.so and support@morph.so. The page is not linked from the docs." ], "score": 35 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/morph-cloud.json", "live": { "slug": "morph-cloud", "probe": { "target": "https://cloud.morph.so/api", "method": "get", "lastAt": "2026-10-09T09:26:57.886578713Z", "lastOk": true, "lastStatus": 404, "lastMs": 187, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 138, "p95ms24h": 166, "samples24h": 171, "samples30d": 171, "days": [ { "date": "2026-10-08", "probes": 70, "ok": 70 }, { "date": "2026-10-09", "probes": 101, "ok": 101 } ] }, "vendorStatus": { "page": "https://status.cloud.morph.so", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-09T07:58:11.634278279Z" }, "pages": [ { "url": "https://cloud.morph.so/docs/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-08T18:16:17.092678678Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "a911488f7933" }, { "url": "https://cloud.morph.so/web/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-08T18:16:19.269281319Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "4fc791aaa2ac" } ], "updatedAt": "2026-10-09T09:26:57.886578713Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Amazon Web Services", "b": "Morph Labs", "name": "Vendor" }, { "a": "https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke", "b": "https://cloud.morph.so/api", "name": "Hosted endpoint" }, { "a": "HTTP", "b": "HTTP", "name": "Transports" }, { "a": "API key", "b": "API key", "name": "Auth" }, { "a": "Pay per use", "b": "Pay per use", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under the AWS Service Terms. The AgentCore SDKs for Python and TypeScript and the AgentCore MCP server are Apache-2.0", "b": "Proprietary hosted service with no published terms found. The Python and TypeScript SDKs are Apache-2.0", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-07", "b": "2026-09-01", "name": "Last release" }, { "a": "2026-10-01", "b": "no document linked", "name": "Terms last updated" }, { "a": "2026-05-18", "b": "no document linked", "name": "Privacy policy last updated" }, { "a": "yes, with an opt-out", "b": "", "name": "Customer content may train models" }, { "a": "yes", "b": "", "name": "Terms restrict automated access" }, { "a": "yes", "b": "", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "776 stars, 335k npm/wk", "b": "3 stars, 339 npm/wk, 13k PyPI/wk", "name": "Popularity" } ], "faq": [ { "answer": "Amazon Bedrock AgentCore Code Interpreter scores 73.1 (BB) on agent readiness against Morph Cloud's 50.8 (D), and leads in every scored category.", "question": "Which is better for AI agents, Amazon Bedrock AgentCore Code Interpreter or Morph Cloud?" }, { "answer": "Both need an API key.", "question": "Do Amazon Bedrock AgentCore Code Interpreter and Morph Cloud need an API key?" }, { "answer": "Yes. Amazon Bedrock AgentCore Code Interpreter has a hosted endpoint at https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke and Morph Cloud at https://cloud.morph.so/api.", "question": "Can an agent call Amazon Bedrock AgentCore Code Interpreter and Morph Cloud without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 85 against 63", "Schema \u0026 documentation, 81 against 72", "Agent ergonomics, 75 against 61", "Security \u0026 auth, 87 against 39", "Payments \u0026 pricing, 30 against 20", "Maintenance \u0026 community, 65 against 58", "Transparency \u0026 trust, 70 against 25" ], "also": [ "Agent-ready, a grade of BB or better", "Free to start without a card" ], "goodFor": "A team already on AWS that wants agent code to run under IAM, inside a VPC and beside S3 data, for sessions up to eight hours.", "slug": "agentcore-code-interpreter", "watchFor": "No pause, resume or snapshot. Session files are removed when the session ends, and persistence needs a customer-owned S3 Files or EFS mount inside a VPC" }, { "aheadOn": null, "also": null, "goodFor": "Agents that need to checkpoint and fork a running machine with memory intact, for parallel attempts, evaluations or reinforcement learning rollouts.", "slug": "morph-cloud", "watchFor": "No terms of service, privacy policy, DPA or subprocessor list found on morph.so or cloud.morph.so" } ], "job": { "capability": "sandbox.code", "name": "Sandbox code" }, "others": [ { "json": "https://www.anchorterminal.com/compare/agent37-vs-agentcore-code-interpreter.json", "title": "Agent 37 Cloud vs Amazon Bedrock AgentCore Code Interpreter", "url": "https://www.anchorterminal.com/compare/agent37-vs-agentcore-code-interpreter" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-blaxel-sandboxes.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Blaxel Sandboxes", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-blaxel-sandboxes" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-cloudflare-sandbox-sdk.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Cloudflare Sandbox SDK", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-cloudflare-sandbox-sdk" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-daytona.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Daytona", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-daytona" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-deno-sandbox.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Deno Sandbox", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-deno-sandbox" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-e2b.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs E2B", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-e2b" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-freestyle.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Freestyle", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-freestyle" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-microsoft-execution-containers.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Microsoft Execution Containers", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-microsoft-execution-containers" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-modal-sandboxes.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Modal Sandboxes", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-modal-sandboxes" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-runloop.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Runloop Devboxes", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-runloop" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-sprites.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Sprites", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-sprites" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-together-code-sandbox.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Together Code Sandbox", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-together-code-sandbox" }, { "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-vercel-sandbox.json", "title": "Amazon Bedrock AgentCore Code Interpreter vs Vercel Sandbox", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-vercel-sandbox" }, { "json": "https://www.anchorterminal.com/compare/blaxel-sandboxes-vs-morph-cloud.json", "title": "Blaxel Sandboxes vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/blaxel-sandboxes-vs-morph-cloud" }, { "json": "https://www.anchorterminal.com/compare/cloudflare-sandbox-sdk-vs-morph-cloud.json", "title": "Cloudflare Sandbox SDK vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/cloudflare-sandbox-sdk-vs-morph-cloud" }, { "json": "https://www.anchorterminal.com/compare/daytona-vs-morph-cloud.json", "title": "Daytona vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/daytona-vs-morph-cloud" }, { "json": "https://www.anchorterminal.com/compare/deno-sandbox-vs-morph-cloud.json", "title": "Deno Sandbox vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/deno-sandbox-vs-morph-cloud" }, { "json": "https://www.anchorterminal.com/compare/e2b-vs-morph-cloud.json", "title": "E2B vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/e2b-vs-morph-cloud" }, { "json": "https://www.anchorterminal.com/compare/freestyle-vs-morph-cloud.json", "title": "Freestyle vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/freestyle-vs-morph-cloud" }, { "json": "https://www.anchorterminal.com/compare/microsoft-execution-containers-vs-morph-cloud.json", "title": "Microsoft Execution Containers vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/microsoft-execution-containers-vs-morph-cloud" }, { "json": "https://www.anchorterminal.com/compare/modal-sandboxes-vs-morph-cloud.json", "title": "Modal Sandboxes vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/modal-sandboxes-vs-morph-cloud" }, { "json": "https://www.anchorterminal.com/compare/morph-cloud-vs-runloop.json", "title": "Morph Cloud vs Runloop Devboxes", "url": "https://www.anchorterminal.com/compare/morph-cloud-vs-runloop" }, { "json": "https://www.anchorterminal.com/compare/morph-cloud-vs-sprites.json", "title": "Morph Cloud vs Sprites", "url": "https://www.anchorterminal.com/compare/morph-cloud-vs-sprites" }, { "json": "https://www.anchorterminal.com/compare/morph-cloud-vs-together-code-sandbox.json", "title": "Morph Cloud vs Together Code Sandbox", "url": "https://www.anchorterminal.com/compare/morph-cloud-vs-together-code-sandbox" }, { "json": "https://www.anchorterminal.com/compare/morph-cloud-vs-vercel-sandbox.json", "title": "Morph Cloud vs Vercel Sandbox", "url": "https://www.anchorterminal.com/compare/morph-cloud-vs-vercel-sandbox" }, { "json": "https://www.anchorterminal.com/compare/agent37-vs-morph-cloud.json", "title": "Agent 37 Cloud vs Morph Cloud", "url": "https://www.anchorterminal.com/compare/agent37-vs-morph-cloud" } ], "scores": [ { "agentcore-code-interpreter": 85, "by": 22, "edge": "agentcore-code-interpreter", "key": "reliability", "morph-cloud": 63, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "agentcore-code-interpreter": 81, "by": 9, "edge": "agentcore-code-interpreter", "key": "schema", "morph-cloud": 72, "name": "Schema \u0026 documentation", "weight": 13 }, { "agentcore-code-interpreter": 75, "by": 14, "edge": "agentcore-code-interpreter", "key": "ergonomics", "morph-cloud": 61, "name": "Agent ergonomics", "weight": 13 }, { "agentcore-code-interpreter": 87, "by": 48, "edge": "agentcore-code-interpreter", "key": "security", "morph-cloud": 39, "name": "Security \u0026 auth", "weight": 14 }, { "agentcore-code-interpreter": 30, "by": 10, "edge": "agentcore-code-interpreter", "key": "payments", "morph-cloud": 20, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "agentcore-code-interpreter": 65, "by": 7, "edge": "agentcore-code-interpreter", "key": "maintenance", "morph-cloud": 58, "name": "Maintenance \u0026 community", "weight": 7 }, { "agentcore-code-interpreter": 70, "by": 45, "edge": "agentcore-code-interpreter", "key": "transparency", "morph-cloud": 25, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Amazon Bedrock AgentCore Code Interpreter scores 73.1 (BB) on agent readiness against Morph Cloud's 50.8 (D), and leads in every scored category. Both do sandbox code.", "verdicts": { "agentcore-code-interpreter": "Each session runs in its own microVM with 2 vCPU, 8 GB and a 10 GB disk for up to eight hours, and IAM can scope access to one interpreter. Sessions cannot be paused or resumed, and an AWS account with IAM set-up is needed before a first call.", "morph-cloud": "Pause and snapshot keep memory and running processes, and one call branches an instance into several copies. A public OpenAPI file covers 69 operations. No terms of service, privacy policy or security page was found, the free plan includes no compute credit, and the changelog holds one entry from November 2024." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-morph-cloud", "json": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-morph-cloud.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-morph-cloud.md", "slim": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-morph-cloud.min.md" }, "markdown": "Amazon Bedrock AgentCore Code Interpreter scores 73.1 (BB) on agent readiness against Morph Cloud's 50.8 (D), and leads in every scored category. Both do sandbox code.\n\n- Amazon Bedrock AgentCore Code Interpreter: grade BB, 73.1/100, rank #89 of 842. Markdown https://www.anchorterminal.com/tools/agentcore-code-interpreter.md · JSON https://www.anchorterminal.com/api/v1/tools/agentcore-code-interpreter.json\n- Morph Cloud: grade D, 50.8/100, rank #683 of 842. Markdown https://www.anchorterminal.com/tools/morph-cloud.md · JSON https://www.anchorterminal.com/api/v1/tools/morph-cloud.json\n\n## Which one, for what\n\n### Amazon Bedrock AgentCore Code Interpreter (BB)\n\nGood for: A team already on AWS that wants agent code to run under IAM, inside a VPC and beside S3 data, for sessions up to eight hours.\n\nAhead on:\n- Reliability, 85 against 63\n- Schema \u0026 documentation, 81 against 72\n- Agent ergonomics, 75 against 61\n- Security \u0026 auth, 87 against 39\n- Payments \u0026 pricing, 30 against 20\n- Maintenance \u0026 community, 65 against 58\n- Transparency \u0026 trust, 70 against 25\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- Free to start without a card\n\nWatch for: No pause, resume or snapshot. Session files are removed when the session ends, and persistence needs a customer-owned S3 Files or EFS mount inside a VPC\n\n### Morph Cloud (D)\n\nGood for: Agents that need to checkpoint and fork a running machine with memory intact, for parallel attempts, evaluations or reinforcement learning rollouts.\n\nWatch for: No terms of service, privacy policy, DPA or subprocessor list found on morph.so or cloud.morph.so\n\n\n## Score by category\n\n| Category | Weight | Amazon Bedrock AgentCore Code Interpreter | Morph Cloud | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 85 | 63 | Amazon Bedrock AgentCore Code Interpreter +22 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 72 | Amazon Bedrock AgentCore Code Interpreter +9 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 61 | Amazon Bedrock AgentCore Code Interpreter +14 |\n| Security \u0026 auth | 14% (17.5 this run) | 87 | 39 | Amazon Bedrock AgentCore Code Interpreter +48 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 20 | Amazon Bedrock AgentCore Code Interpreter +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 65 | 58 | Amazon Bedrock AgentCore Code Interpreter +7 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 70 | 25 | Amazon Bedrock AgentCore Code Interpreter +45 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **73.1 · BB** | **50.8 · D** | |\n\n## Facts side by side\n\n| Fact | Amazon Bedrock AgentCore Code Interpreter | Morph Cloud |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Amazon Web Services | Morph Labs |\n| Hosted endpoint | `https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke` | `https://cloud.morph.so/api` |\n| Transports | HTTP | HTTP |\n| Auth | API key | API key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary service under the AWS Service Terms. The AgentCore SDKs for Python and TypeScript and the AgentCore MCP server are Apache-2.0 | Proprietary hosted service with no published terms found. The Python and TypeScript SDKs are Apache-2.0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-07 | 2026-09-01 |\n| Terms last updated | 2026-10-01 | no document linked |\n| Privacy policy last updated | 2026-05-18 | no document linked |\n| Customer content may train models | yes, with an opt-out | |\n| Terms restrict automated access | yes | |\n| Terms restrict benchmarking | yes | |\n| Terms or service can change without notice | yes | |\n| Arbitration or class-action waiver | not found in the text | |\n| Popularity | 776 stars, 335k npm/wk | 3 stars, 339 npm/wk, 13k PyPI/wk |\n\n## Verdicts\n\n**Amazon Bedrock AgentCore Code Interpreter.** Each session runs in its own microVM with 2 vCPU, 8 GB and a 10 GB disk for up to eight hours, and IAM can scope access to one interpreter. Sessions cannot be paused or resumed, and an AWS account with IAM set-up is needed before a first call.\n\n**Morph Cloud.** Pause and snapshot keep memory and running processes, and one call branches an instance into several copies. A public OpenAPI file covers 69 operations. No terms of service, privacy policy or security page was found, the free plan includes no compute credit, and the changelog holds one entry from November 2024.\n\n## Before you call either\n\n### Amazon Bedrock AgentCore Code Interpreter\n\n1. Start a session with `StartCodeInterpreterSession`, then pass its id in the `x-amzn-code-interpreter-session-id` header on every `InvokeCodeInterpreter` call\n2. Set `sessionTimeoutSeconds` when starting. The default is 900 seconds and the maximum is eight hours, and the session ends itself at the timeout\n3. Stop sessions when done. Billing runs per second while code is busy, and a session left open counts against the 1,000 concurrent-session quota\n4. Use `startCommandExecution`, `getTask` and `stopTask` for work longer than the 15-minute synchronous request limit\n5. Retry `ThrottlingException` (429) and `InternalServerException` (500) with exponential backoff, and treat `ServiceQuotaExceededException`, returned as HTTP 402, as a quota to raise\n\n### Morph Cloud\n\n1. Set `ttl_seconds` and `ttl_action` when starting an instance. Nothing in the docs stops an instance with no TTL from billing MCUs\n2. Pass `auth_mode: api_key` when exposing an HTTP service. The default is `none`, which makes the URL public\n3. Enable `wake_on_ssh` before calling exec on an instance that may be paused. There is no separate exec wake setting\n4. Use `/api/instance/list` and `/api/snapshot/list` with `page` and `limit` (default 50, maximum 1,000). The plain list routes return everything\n5. On a 503 from snapshot, branch, pause or reboot, wait for the `Retry-After` value before repeating the call\n\n## Questions\n\n### Which is better for AI agents, Amazon Bedrock AgentCore Code Interpreter or Morph Cloud?\n\nAmazon Bedrock AgentCore Code Interpreter scores 73.1 (BB) on agent readiness against Morph Cloud's 50.8 (D), and leads in every scored category.\n\n### Do Amazon Bedrock AgentCore Code Interpreter and Morph Cloud need an API key?\n\nBoth need an API key.\n\n### Can an agent call Amazon Bedrock AgentCore Code Interpreter and Morph Cloud without installing anything?\n\nYes. Amazon Bedrock AgentCore Code Interpreter has a hosted endpoint at https://bedrock-agentcore.{region}.amazonaws.com/code-interpreters/{id}/tools/invoke and Morph Cloud at https://cloud.morph.so/api.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-morph-cloud.json, and with the fewest tokens: https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-morph-cloud.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"agentcore-code-interpreter\", \"b\": \"morph-cloud\"}`. From a terminal: `anchor compare agentcore-code-interpreter morph-cloud`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/agentcore-code-interpreter.json and https://www.anchorterminal.com/api/v1/tools/morph-cloud.json\n\n## Other comparisons with Amazon Bedrock AgentCore Code Interpreter or Morph Cloud\n\n- [Agent 37 Cloud vs Amazon Bedrock AgentCore Code Interpreter](https://www.anchorterminal.com/compare/agent37-vs-agentcore-code-interpreter.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Blaxel Sandboxes](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-blaxel-sandboxes.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Cloudflare Sandbox SDK](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-cloudflare-sandbox-sdk.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Daytona](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-daytona.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Deno Sandbox](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-deno-sandbox.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs E2B](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-e2b.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Freestyle](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-freestyle.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Microsoft Execution Containers](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-microsoft-execution-containers.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Modal Sandboxes](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-modal-sandboxes.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Runloop Devboxes](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-runloop.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Sprites](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-sprites.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Together Code Sandbox](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-together-code-sandbox.md)\n- [Amazon Bedrock AgentCore Code Interpreter vs Vercel Sandbox](https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-vercel-sandbox.md)\n- [Blaxel Sandboxes vs Morph Cloud](https://www.anchorterminal.com/compare/blaxel-sandboxes-vs-morph-cloud.md)\n- [Cloudflare Sandbox SDK vs Morph Cloud](https://www.anchorterminal.com/compare/cloudflare-sandbox-sdk-vs-morph-cloud.md)\n- [Daytona vs Morph Cloud](https://www.anchorterminal.com/compare/daytona-vs-morph-cloud.md)\n- [Deno Sandbox vs Morph Cloud](https://www.anchorterminal.com/compare/deno-sandbox-vs-morph-cloud.md)\n- [E2B vs Morph Cloud](https://www.anchorterminal.com/compare/e2b-vs-morph-cloud.md)\n- [Freestyle vs Morph Cloud](https://www.anchorterminal.com/compare/freestyle-vs-morph-cloud.md)\n- [Microsoft Execution Containers vs Morph Cloud](https://www.anchorterminal.com/compare/microsoft-execution-containers-vs-morph-cloud.md)\n- [Modal Sandboxes vs Morph Cloud](https://www.anchorterminal.com/compare/modal-sandboxes-vs-morph-cloud.md)\n- [Morph Cloud vs Runloop Devboxes](https://www.anchorterminal.com/compare/morph-cloud-vs-runloop.md)\n- [Morph Cloud vs Sprites](https://www.anchorterminal.com/compare/morph-cloud-vs-sprites.md)\n- [Morph Cloud vs Together Code Sandbox](https://www.anchorterminal.com/compare/morph-cloud-vs-together-code-sandbox.md)\n- [Morph Cloud vs Vercel Sandbox](https://www.anchorterminal.com/compare/morph-cloud-vs-vercel-sandbox.md)\n- [Agent 37 Cloud vs Morph Cloud](https://www.anchorterminal.com/compare/agent37-vs-morph-cloud.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-09", "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 Bedrock AgentCore Code Interpreter vs Morph Cloud", "url": "" } ], "description": "Amazon Bedrock AgentCore Code Interpreter scores 73.1 (BB) on agent readiness against Morph Cloud's 50.8 (D), and leads in every scored category. Both do sandbox code. Category scores, facts, verdicts and agent notes side by side.", "facts": [ "Amazon Bedrock AgentCore Code Interpreter BB 73.1", "Morph Cloud D 50.8", "scores" ], "h1": "Amazon Bedrock AgentCore Code Interpreter vs Morph Cloud", "image": "https://www.anchorterminal.com/assets/og/compare-agentcore-code-interpreter-vs-morph-cloud.png", "path": "/compare/agentcore-code-interpreter-vs-morph-cloud", "published": "2026-10-01", "section": "tools", "title": "Amazon Bedrock AgentCore Code Interpreter vs Morph Cloud for AI agents", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/agentcore-code-interpreter-vs-morph-cloud" }, "tokens": { "markdown": 2900, "slim": 780 }, "version": 1 }