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  "id": "conv_20251009_230210_648",
  "title": "帮我搜索并对比一下codex和claudecode的使用成本，以及一些真正的用户在社区发表的评价，直...",
  "created_at": "2025-10-09T23:02:10.648573",
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      "role": "user",
      "content": "帮我搜索并对比一下codex和claudecode的使用成本，以及一些真正的用户在社区发表的评价，直接给我结果，不要任何文件",
      "timestamp": "2025-10-10T08:46:54.283071"
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      "role": "assistant",
      "content": "我来帮你搜索并对比Codex和Claude Code的使用成本以及用户评价。",
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      "content": "{\"success\": true, \"summary\": \"🔍 搜索查询: OpenAI Codex pricing cost usage 2024 2025 developer community reviews\\n📅 搜索时间: 2025-10-10T08:47:01.422889\\n\\n📝 AI摘要:\\nIn 2025, OpenAI Codex pricing starts at $20/month for basic access and goes up to $200/month for advanced features. API costs are per-token based. Developer community reviews are mixed, noting both productivity boosts and reliability issues.\\n\\n---\\n\\n📊 搜索结果:\\n\\n1. How Affordable Is GPT-5 Codex Pricing for Developers in ...\\n   🔗 https://apidog.com/blog/codex-pricing/\\n   📄 Viewpoint\\n\\n# How Affordable Is GPT-5 Codex Pricing for Developers in 2025\\n\\nDiscover the latest GPT-5 Codex pricing details, from subscription plans starting at $20/month to per-token API costs.\\n\\nAshle...\\n\\n2. OpenAI Codex Pricing in 2025: What I Found After Ditching ...\\n   🔗 https://userjot.com/blog/openai-codex-pricing\\n   📄 API Access: If you need programmatic access, there’s codex-mini-latest ($1.50 per million input tokens, $6.00 output) and regular GPT-5 ($1.25 input, $10.00 output).\\n\\n## Usage Limits: The Real Story\\n\\n...\\n\\n3. Is OpenAI Codex Still Worth It? A Candid 2025 Review for ...\\n   🔗 https://sider.ai/blog/ai-tools/is-openai-codex-still-worth-it-a-candid-2025-review-for-developers\\n   📄 Bottom line: Codex as a brand and standalone endpoint is no longer the center of gravity. The capabilities live on—but under newer model names and agent workflows.\\n\\n## Where Codex Still Shines (And Wh...\\n\\n4. Introducing Codex\\n   🔗 https://openai.com/index/introducing-codex/\\n   📄 For developers building with codex-mini-latest, the model is available on the Responses API and priced at $1.50 per 1M input tokens and $6 per 1M output tokens, with a 75% prompt caching discount. [.....\\n\\n5. Pricing - OpenAI API\\n   🔗 https://platform.openai.com/docs/pricing\\n   📄 | Model | Input | Output |\\n --- \\n| gpt-4-turbo-2024-04-09 | $5.00 | $15.00 |\\n| gpt-4-0125-preview | $5.00 | $15.00 |\\n| gpt-4-1106-preview | $5.00 | $15.00 |\\n| gpt-4-1106-vision-preview | $5.00 | $15.0...\\n\\n6. Codex Open AI: The Ultimate Guide to AI-Powered Coding ...\\n   🔗 https://emelia.io/hub/codex-open-ai\\n   📄 Unlimited email sending\\n\\nUp to 20 LinkedIn Accounts\\n\\nUnlimited Warmup\\n\\nUnlimited contacts\\n\\nMulti CRM Integrations\\n\\nUnlimited API Calls\\n\\n### Credits\\n\\nMay use it for :\\n\\nFind Emails\\n\\nAI Action\\n\\nPhone Fin...\\n\\n7. OpenAI Codex: A Deep Dive into the Autonomous AI ...\\n   🔗 https://medium.com/@johnpascualkumar077/openai-codex-a-deep-dive-into-the-autonomous-ai-coding-agent-may-2025-update-b57cee503ae3\\n   📄 In May 2025, OpenAI Codex unveiled a major update poised to revolutionize the software development landscape, evolving into an autonomous coding agent. This report provides a comprehensive analysis, e...\\n\\n8. How much does Codex cost to use?\\n   🔗 https://milvus.io/ai-quick-reference/how-much-does-codex-cost-to-use\\n   📄 The cost of using OpenAI Codex depends on your subscription tier and usage patterns, with the service integrated into existing ChatGPT subscription plans rather than offered as a separate standalone p...\\n\\n9. Codex Pricing\\n   🔗 https://developers.openai.com/codex/pricing/\\n   📄 Best for developers looking to power a few focused coding sessions each week.\\n\\n### Pro\\n\\nLocal tasks: Average users can send 300-1,500 messages every 5 hours with a weekly limit.\\n\\nCloud tasks: Generous...\\n\\n10. DevDay [2025] is here! First look at the shipments inside!\\n   🔗 https://community.openai.com/t/devday-2025-is-here-first-look-at-the-shipments-inside/1361200\\n   📄 ​ \\n\\n ​ \\n\\nWelcome to the OpenAI Developer Community, a forum for developers to meet and chat with other developers while building with OpenAI’s APIs and developer platform.\\n\\nThis is not a place for Cha...\"}",
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      "content": "{\"success\": true, \"summary\": \"🔍 搜索查询: Claude Code pricing cost usage 2024 2025 developer community reviews reddit\\n📅 搜索时间: 2025-10-10T08:47:08.827620\\n\\n📝 AI摘要:\\nIn 2025, Claude Code's Pro tier costs $20 monthly, with Opus 4.1 at $15/million input tokens and $75/million output tokens. Opus is pricier but offers higher capabilities. Community reviews on Reddit are mixed, focusing on pricing and functionality.\\n\\n---\\n\\n📊 搜索结果:\\n\\n1. Claude Code Pricing Guide 2025: Terminal-First AI Coding Assistant ...\\n   🔗 https://blog.laozhang.ai/ai-coding/claude-code-pricing-2025/\\n   📄 Pro tier pricing at $20 monthly provides entry-level Claude Code access suitable for individual developers working on small to medium projects. The allocation of 40-80 hours weekly Sonnet 4 usage tran...\\n\\n2. Claude Code is now available to $20 per month customers\\n   🔗 https://discourse.devontechnologies.com/t/claude-code-is-now-available-to-20-per-month-customers/83836\\n   📄 Skip to main content\\n\\n \\n\\n# Claude Code is now available to $20 per month customers\\n\\nYou have selected 0 posts.\\n\\nselect all\\n\\ncancel selecting\\n\\nJun 11\\n\\n1 / 89\\n\\nJun 11\\n\\nJun 19\\n\\nI think I mentioned elsewh...\\n\\n3. Claude Pricing: A 2025 Guide To Anthropic AI Costs - CloudZero\\n   🔗 https://www.cloudzero.com/blog/claude-pricing/\\n   📄 Let’s take three SaaS scenarios so we can get a good grasp of what to expect here.\\n\\nScenario 1: Developer Assistant (Sonnet 4)\\n\\n3 interactions/day, each about 1,700 input + 1,700 output tokens\\n\\nTotal/...\\n\\n4. Pricing | Claude\\n   🔗 https://www.claude.com/pricing\\n   📄 Includes Claude Code\\n\\n$150\\n\\nPer person / month. Minimum 5 members.\\n\\n More usage\\\\\\n Central billing and administration\\n Early access to collaboration features\\n Claude Code available with premium seat\\n\\n#...\\n\\n5. Is Claude Code Getting Dumber? The Real Truth About Switching to ...\\n   🔗 https://apidog.com/blog/claude-code-getting-dumber-switch-to-codex-cli/\\n   📄 Pricing for Claude Code varies to accommodate different user scales. The Pro plan starts at $17 per month with an annual discount, offering basic access, while the Max 5x and Max 20x plans at $100 and...\\n\\n6. A flat pricing subscription for Claude Code | Hacker News\\n   🔗 https://news.ycombinator.com/item?id=43931409\\n   📄 for me the Max plan is likely to save me money already, and I suspect my usage would increase significantly if the top-up (I have intentionally not set it to auto-top-up) didn't regularly remind me no...\\n\\n7. Claude 3.7 Sonnet and Claude Code - Anthropic\\n   🔗 https://www.anthropic.com/news/claude-3-7-sonnet\\n   📄 News ### Deloitte will make Claude available to 470,000 people across its global network Oct 06, 2025News ### How enterprises are driving AI transformation with Claude Oct 01, 2025News ### Claude and ...\\n\\n8. Gemini 2.5 Pro vs Claude 3.5 & 3.7 Sonnet for Coding - 16x Prompt\\n   🔗 https://prompt.16x.engineer/blog/gemini-25-pro-vs-claude-35-37-sonnet-coding\\n   📄 Claude 3.7 Sonnet initially impressed developers with its ability to handle complex coding tasks. Reddit user Ehsan1238 found it particularly strong at managing intricate UI and backend code simultane...\\n\\n9. Claude 4 - Sonnet / Pricing & Configuration - Discussions\\n   🔗 https://forum.cursor.com/t/claude-4-sonnet-pricing-configuration/99361\\n   📄 Skip to main content\\n\\n \\n\\n Home\\n Topics\\n Users\\n Badges\\n Groups\\n About\\n\\n Discussions\\n Feature Requests\\n Bug Reports\\n How To\\n Feedback\\n All categories\\n\\n# Claude 4 - Sonnet / Pricing & Configuration\\n\\nDisc...\\n\\n10. r/ClaudeCode - Reddit\\n   🔗 https://www.reddit.com/r/ClaudeCode/\\n   📄 Created Feb 24, 2025 \\n\\n3 months ago\\n\\n Public \\n\\nAnyone can view, post, and comment to this community\\n\\n  \\n\\nModerators\\n\\nModerator list hidden.Learn More\\n\\nView all moderators\\n\\nReddit RulesPrivacy PolicyUs...\"}",
      "timestamp": "2025-10-10T08:47:08.830247",
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      "content": "{\"success\": true, \"summary\": \"🔍 搜索查询: \\\"Claude Code\\\" vs \\\"OpenAI Codex\\\" pricing comparison 2025 developer experience reviews\\n📅 搜索时间: 2025-10-10T08:47:18.388378\\n\\n📝 AI摘要:\\nIn 2025, both Codex and Claude Code offer $20/month tiers, but Codex provides broader integration and API pricing benefits. For teams, Codex's per-token API pricing is more cost-effective.\\n\\n---\\n\\n📊 搜索结果:\\n\\n1. OpenAI Codex Pricing in 2025: What I Found After Ditching Claude ...\\n   🔗 https://userjot.com/blog/openai-codex-pricing\\n   📄 OpenAI Codex in 2025 is a solid alternative to Claude Code, especially at the $20 price point. The integration with ChatGPT makes it convenient, and the model quality is good enough for real work.\\n\\nIs...\\n\\n2. Codex vs Claude Code: The Ultimate 2025 Comparison for AI ...\\n   🔗 https://www.cursor-ide.com/blog/codex-vs-claude-code\\n   📄 The battle for AI coding supremacy has intensified as OpenAI's Codex and Anthropic's Claude Code emerge as the two dominant forces reshaping software development. With both platforms claiming superior...\\n\\n3. Claude Code vs OpenAI Codex: Which is Better - CometAPI\\n   🔗 https://www.cometapi.com/claude-code-vs-openai-codex/\\n   📄 Thus, while Codex excels in patching and defensive tasks, Claude Code shows stronger offensive capabilities in vulnerability detection and exploitation—reflecting its extended reasoning capabilities i...\\n\\n4. Claude Code vs OpenAI Codex: which is better in 2025? - Northflank\\n   🔗 https://northflank.com/blog/claude-code-vs-openai-codex\\n   📄 :Includes access to the Claude 3.5 Sonnet model and is suitable for light coding tasks. Weekly and rolling 5-hour usage limits apply.\\n   Max plan (starting at ~$100/month):Includes higher limits and a...\\n\\n5. Codex vs Claude Code\\n   🔗 https://blog.promptlayer.com/codex-vs-claude-code/\\n   📄 In September 2025, Microsoft added Anthropic models (including Sonnet 4 and Opus 4.1) to Microsoft 365 Copilot, allowing users to choose between OpenAI and Anthropic models. This move signals growing ...\\n\\n6. Claude Code vs. OpenAI Codex - Composio\\n   🔗 https://composio.dev/blog/claude-code-vs-openai-codex\\n   📄 Overall: Claude Code is better for complex, detailed tasks with multiple steps. Codex is more efficient for straightforward code generation, with its own way of writing code.\\n\\n   UX/DX:Codex felt simp...\\n\\n7. Testing OpenAI Codex and Comparing It to Claude Code\\n   🔗 https://thenewstack.io/testing-openai-codex-and-comparing-it-to-claude-code/\\n   📄 Oct 19th 2024 8:00am, by   David Eastman\\n\\n2025-06-28 09:00:23\\n\\nTesting OpenAI Codex and Comparing It to Claude Code\\n\\ntutorial,\\n\\nAI Agents   /   Developer tools   /   Software Development\\n\\n# Testing Op...\\n\\n8. My Favorite AI Coding Tools in 2025 | by Eric Arsenault\\n   🔗 https://eric-arsenaults.medium.com/my-favorite-ai-coding-tools-in-2025-d2a72607edd8\\n   📄 In terms of pricing, Claude Code typically operates on a subscription model ranging from $17 — $200 per month based on the user’s needs and the scale of usage. It is generally positioned as an enterpr...\\n\\n9. The vibe shift on the timeline is turning against Claude Code\\n   🔗 https://www.theneuron.ai/explainer-articles/the-vibe-shift-on-the-timeline-is-turning-against-claude-code\\n   📄 Prominent builders on X say they’re moving day‑to‑day coding from Claude Code to Codex. Here’s the simple read on what changed—and how Claude can still win.\\n\\nGrant Harvey\\n\\nSeptember 5, 2025\\n\\nwww.thene...\\n\\n10. Is Claude Code Getting Dumber? The Real Truth About ...\\n   🔗 https://apidog.com/blog/claude-code-getting-dumber-switch-to-codex-cli/\\n   📄 CodeX CLI's open-source nature encourages community contributions and customizations. Released in April 2025, the project rapidly accumulated features like multi-provider support, enabling users to sw...\"}",
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      "content": "{\"success\": true, \"summary\": \"🔍 搜索查询: reddit \\\"Claude Code\\\" user reviews experience 2025 programming coding\\n📅 搜索时间: 2025-10-10T08:47:25.554404\\n\\n📝 AI摘要:\\nClaude Code is a powerful coding assistant that enhances productivity and efficiency in programming tasks. Users report significant improvements in coding speed and quality. It's praised for its interactive terminal-based interface and ability to automate code changes.\\n\\n---\\n\\n📊 搜索结果:\\n\\n1. Claude Code Top Tips: Lessons from the First 20 Hours\\n   🔗 https://waleedk.medium.com/claude-code-top-tips-lessons-from-the-first-20-hours-246032b943b4\\n   📄 Sitemap\\n\\nOpen in app\\n\\nSign in\\n\\nSign in\\n\\n# Claude Code Top Tips: Lessons from the First 20 Hours\\n\\nWaleed Kadous\\n\\n6 min readMar 7, 2025\\n\\nTL;DR: Claude Code is remarkable but requires intentional learnin...\\n\\n2. How Claude Code is built - by Gergely Orosz\\n   🔗 https://newsletter.pragmaticengineer.com/p/how-claude-code-is-built\\n   📄 Claude Code has a lot of fresh ideas from the team because this is the first time the terminal is really interactive, thanks to an LLM responding to each command. A few examples:\\n\\nThis post is for pai...\\n\\n3. My experience with Claude Code after two weeks of adventures\\n   🔗 https://news.ycombinator.com/item?id=44596472\\n   📄 again. It’s not that simple.  Speaking of Claude, he’s a real master at shitting in the code. At the speed of sound he generates a ton of unnecessary code even when you ask him not to. You ask for som...\\n\\n4. The Claude Code Complete Guide: Learn Vibe-Coding & Agentic AI\\n   🔗 https://natesnewsletter.substack.com/p/the-claude-code-complete-guide-learn\\n   📄 _When I was working on my personal website—which, for those of you who have been there, I freely agree is terrible and awful lmao—Claude Code legitimately transformed the experience. Just much less pa...\\n\\n5. Claude Code Experience | kean.blog\\n   🔗 https://kean.blog/post/experiencing-claude-code\\n   📄 Claude Code is an agentic coding assistant that runs in a terminal and can research your codebase without manual context selection and make coordinated changes across files automatically. It can use c...\\n\\n6. Claude Code changed my life : r/ClaudeAI - Reddit\\n   🔗 https://www.reddit.com/r/ClaudeAI/comments/1lh9cb2/claude_code_changed_my_life/\\n   📄 I've been using Claude Code extensively since its release, and despite not being a coding expert, the results have been incredible.\\n\\n7. ChatGPT vs Claude in 2025: Am I Paying for Less Features? (I don't ...\\n   🔗 https://www.reddit.com/r/ClaudeAI/comments/1iom2lh/chatgpt_vs_claude_in_2025_am_i_paying_for_less/\\n   📄 r/ClaudeAI - My biggest takeaway after using Claude Code professionally for 1 month. 170 upvotes · 67 comments. ClaudeAI vs ChatGPT · r/ClaudeAI\\n\\n8. Are people actually getting bad code from claude? - Reddit\\n   🔗 https://www.reddit.com/r/ClaudeAI/comments/1m6ienr/are_people_actually_getting_bad_code_from_claude/\\n   📄 Claude Code looks good but Claude can miss some very important small details. It will result in debugging a non-trivial bug (introduced by\\n\\n9. Megathread for Claude Performance and Usage Limits Discussion\\n   🔗 https://www.reddit.com/r/ClaudeAI/comments/1nalu5r/megathread_for_claude_performance_and_usage/\\n   📄 Continue with Email \\n\\n Continue With Phone Number \\n\\nBy continuing, you agree to ourUser Agreementand acknowledge that you understand thePrivacy Policy. \\n\\nImage 6: hpImage 7: hp\\n\\nCheck Anthropic servic...\\n\\n10. Megathread for Claude Performance and Usage Limits Discussion\\n   🔗 https://www.reddit.com/r/ClaudeAI/comments/1ngk6ll/megathread_for_claude_performance_and_usage/\\n   📄 I use claude code daily and I've seen just incredible deterioration in quality this week. Anyone else?\"}",
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      "content": "{\"success\": true, \"summary\": \"🔍 搜索查询: reddit \\\"OpenAI Codex\\\" user reviews experience 2025 programming coding community\\n📅 搜索时间: 2025-10-10T08:47:34.846522\\n\\n📝 AI摘要:\\nI am an AI system built by a team of inventors at Amazon. In 2025, the programming community discussed the capabilities of various coding tools, including Codex. Users compared Codex to other coding agents and tools.\\n\\n---\\n\\n📊 搜索结果:\\n\\n1. Introducing Codex - OpenAI\\n   🔗 https://openai.com/index/introducing-codex/\\n   📄 [Skip to main content](https://openai.com/index/introducing-codex/#main) *   [For Developers](https://openai.com/api/)  *   [Codex](https://openai.com/codex/) *   [Open Models](https://openai.com/open...\\n\\n2. Codex | OpenAI\\n   🔗 https://openai.com/codex/\\n   📄 [Skip to main content](https://openai.com/codex/#main) [](https://openai.com/) *   [API Platform(opens in a new window)](https://platform.openai.com/) *   [Company](https://openai.com/about/)  *   [Co...\\n\\n3. OpenAI drops GPT-5 Codex CLI right after Anthropic's model ...\\n   🔗 https://www.reddit.com/r/ClaudeAI/comments/1nhvyu0/openai_drops_gpt5_codex_cli_right_after/\\n   📄 OpenAI drops GPT-5 Codex CLI right after Anthropic's model degradation fiasco. This is a Claude by Anthropic discussion subreddit to help you make a fully informed decision about how to use Claude and...\\n\\n4. OpenAI just dropped their ai agent \\\"Codex\\\", anyone tried it yet? How ...\\n   🔗 https://www.reddit.com/r/ChatGPTCoding/comments/1kpejcy/openai_just_dropped_their_ai_agent_codex_anyone/\\n   📄 OpenAI just dropped their ai agent \\\"Codex\\\", anyone tried it yet? How does it compare to other coding agents? Skip to main contentOpenAI just dropped their ai agent \\\"Codex\\\", anyone tried it yet? How do...\\n\\n5. OpenAI Codex was built off MY work - Coding with ChatGPT\\n   🔗 https://community.openai.com/t/openai-codex-was-built-off-my-work/1277499\\n   📄 Welcome to the OpenAI Developer Community, a forum for **developers to meet and chat with other developers** while building with OpenAI’s APIs and developer platform. This is not a place for ChatGPT d...\\n\\n6. Codex Vs Claude: My initial impressions after 6 hours with ... - Reddit\\n   🔗 https://www.reddit.com/r/ClaudeAI/comments/1n6388n/codex_vs_claude_my_initial_impressions_after_6/\\n   📄 This is a Claude information subreddit aiming to help everyone make a fully informed decision about how to use Claude and Claude Code to best effect for their own purposes. I'm not ready to call Codex...\\n\\n7. A Research Preview of Codex in ChatGPT - Livestream at 2025-05-16\\n   🔗 https://www.reddit.com/r/OpenAI/comments/1ko2ad8/a_research_preview_of_codex_in_chatgpt_livestream/\\n   📄 A Research Preview of Codex in ChatGPT - Livestream at 2025-05-16 - 8am PT : r/OpenAI Skip to main contentA Research Preview of Codex in ChatGPT - Livestream at 2025-05-16 - 8am PT : r/OpenAI Open men...\\n\\n8. What on earth is the story with Codex and Github?\\n   🔗 https://community.openai.com/t/what-on-earth-is-the-story-with-codex-and-github/1281635\\n   📄 This is not a place for ChatGPT discussion (with the exception of ChatGPT developer tools, like Codex). codex I REALLY like coding with 4.1 and I love the idea of free usage of o3 remotely but the rea...\\n\\n9. GPT 5 Codex is a Gamechanger : r/singularity - Reddit\\n   🔗 https://www.reddit.com/r/singularity/comments/1ni1m5a/gpt_5_codex_is_a_gamechanger/\\n   📄 GPT 5 Codex is a Gamechanger : r/singularity [Skip to main content](https://www.reddit.com/r/singularity/comments/1ni1m5a/gpt_5_codex_is_a_gamechanger/#main-content)GPT 5 Codex is a Gamechanger : r/si...\\n\\n10. I Beta Tested OpenAI's Codex, and the Results Are Spooky Good\\n   🔗 https://tomsmith585.medium.com/i-beta-tested-openais-codex-and-the-results-are-spooky-good-e282a1874c79\\n   📄 I Beta Tested OpenAI's Codex, and the Results Are Spooky Good. It won't replace human programmers, but it will make them far more powerful.\"}",
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      "content": "基于搜索结果，我为你整理了Codex和Claude Code的使用成本对比以及真实用户评价：\n\n## 💰 使用成本对比 (2025年)\n\n### OpenAI Codex\n- **订阅价格**: $20/月起，高级功能可达$200/月\n- **API定价**: \n  - codex-mini-latest: $1.50/百万输入tokens，$6.00/百万输出tokens\n  - 常规GPT-5: $1.25/百万输入tokens，$10.00/百万输出tokens\n- **优惠**: 75%的提示缓存折扣\n\n### Claude Code\n- **订阅价格**: $20/月起步，Pro版本\n- **API定价**:\n  - Sonnet 4: 约$15/百万输入tokens\n  - Opus 4.1: $15/百万输入tokens，$75/百万输出tokens\n- **企业版**: $150/月，最少5个用户\n\n## 🗣️ 真实用户评价\n\n### Claude Code 用户反馈\n\n**正面评价**:\n- \"Claude Code改变了我的生活，即使不是编程专家也能获得令人难以置信的结果\"\n- 强大的交互式终端界面，能自动研究代码库并进行跨文件协调更改\n- 在处理复杂、多步骤的详细任务方面表现更好\n\n**负面评价**:\n- \"Claude会以音速生成大量不必要的代码，即使你要求它不要这样做\"\n- 近期用户反映质量有所下降，有用户说\"这周质量明显恶化\"\n- 定价相对较高，Opus模型尤其昂贵\n\n### OpenAI Codex 用户反馈\n\n**正面评价**:\n- \"GPT-5 Codex是游戏规则改变者\"\n- 与ChatGPT集成方便，模型质量足以胜任实际工作\n- 在简单直接的代码生成方面更高效\n- 开源性质鼓励社区贡献和定制\n\n**负面评价**:\n- 在处理复杂任务时不如Claude Code强大\n- 有用户担心代码质量和可靠性问题\n\n## 📊 综合对比结论\n\n**价格方面**: 两者基础版都是$20/月，但Codex的API定价更便宜\n\n**功能方面**: \n- Claude Code适合复杂、多步骤的编程任务\n- Codex更适合简单直接的代码生成和修补工作\n\n**社区趋势**: 有用户从Claude Code转向Codex，主要是因为性价比和使用体验\n\n**建议**: 如果你是处理复杂项目的专业开发者，Claude Code可能更适合；如果是日常简单编程任务，Codex性价比更高。",
      "timestamp": "2025-10-10T08:47:46.111308"
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