<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>GitHub Copilot | Attack on Life</title><link>https://en.1991421.cn/tag/github-copilot/</link><atom:link href="https://en.1991421.cn/tag/github-copilot/index.xml" rel="self" type="application/rss+xml"/><description>GitHub Copilot</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-US</language><lastBuildDate>Fri, 23 Jan 2026 20:18:49 +0800</lastBuildDate><image><url>https://en.1991421.cn/media/sharing.png</url><title>GitHub Copilot</title><link>https://en.1991421.cn/tag/github-copilot/</link></image><item><title>Which AI services are best, and which ones am I still using?</title><link>https://en.1991421.cn/2026/01/23/ai-services-comparison-and-my-current-choices/</link><pubDate>Fri, 23 Jan 2026 20:18:49 +0800</pubDate><guid>https://en.1991421.cn/2026/01/23/ai-services-comparison-and-my-current-choices/</guid><description>&lt;blockquote>
&lt;p>Friends and family often ask which AI service I use. I also see them tinkering and saying “this doesn’t work, that doesn’t work.” I’ve played with them for a long time and paid for many plans, so here’s a quick summary for my own record.&lt;/p>
&lt;/blockquote>
&lt;h2 id="ai-services-i-currently-use">
&lt;a class="heading-anchor-link" href="#ai-services-i-currently-use">AI services I currently use&lt;/a>
&lt;button
class="heading-anchor"
type="button"
data-anchor="ai-services-i-currently-use"
aria-label="Copy anchor link"
title="Copy anchor link"
>
&lt;span class="heading-anchor-wrap" aria-hidden="true">
&lt;svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor">
&lt;path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z">&lt;/path>
&lt;/svg>
&lt;svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor">
&lt;path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z">&lt;/path>
&lt;/svg>
&lt;/span>
&lt;/button>
&lt;/h2>&lt;ol>
&lt;li>Claude 🏆&lt;br>
Mainly &lt;code>Sonnet 4.5&lt;/code>, then &lt;code>Opus&lt;/code>. Why not use Opus first? Too pricey—Pro user here, Opus burns through quota fast; even Sonnet can feel tight.&lt;/li>
&lt;li>Gemini 🥈&lt;br>
Mostly Gemini 3 Pro and Gemini 3 Flash. G3 is great; think of Flash as Sonnet-level, Pro as Opus-level. Logic-wise Pro still isn’t as strong as Opus to me, but not bad. For speed and token savings: Flash-first, Pro-second. On CLI, just use Auto and let Google pick.&lt;/li>
&lt;li>GPT 🥉&lt;br>
Mainly &lt;code>gpt-5.2-codex&lt;/code>. I stick to the latest coding model. It blends Claude + Gemini: weaker than Gemini for UI, sometimes stronger than Claude; overall solid. I use it as backup when Claude/Gemini fall short—still a heavy hitter.&lt;/li>
&lt;li>Domestic models 🛞&lt;br>
DeepSeek, Doubao, etc. I use them for things like my blog’s English translation. If you don’t know which to pick, buy ByteDance’s Coding Plan (first month ~¥8.9). Lots of quota, ClaudeCode-compatible, can switch among Doubao-Seed-Code, GLM-4.7, DeepSeek-V3.2, Kimi-K2-thinking, or Auto scheduling.&lt;br>
Responsibly speaking, Doubao-Seed-Code feels the best to me. I’ve stopped using Qianwen; tell me if you have good reasons to return.
&lt;blockquote>
&lt;p>Fangzhou Coding Plan supports Doubao, GLM, DeepSeek, Kimi, etc. Tools unlimited. Now extra 10% off—low to ¥8.9 if you subscribe more.&lt;br>
Subscribe: &lt;a href="https://volcengine.com/L/NVE4fE-MRug/" target="_blank" rel="noopener">https://volcengine.com/L/NVE4fE-MRug/&lt;/a> Invite code: &lt;code>Y6N78MY9&lt;/code>&lt;br>
&lt;figure class="image-figure">
&lt;img
src="https://static.1991421.cn/2026/2026-01-23-203024.jpeg"
alt="https://static.1991421.cn/2026/2026-01-23-203024.jpeg"
loading="lazy"
decoding="async"
class="rounded-lg"
/>
&lt;/figure>&lt;/p>
&lt;/blockquote>
&lt;/li>
&lt;li>GitHub Copilot 🔪&lt;br>
Chat agent includes Claude Opus/Gemini 3, so I exhaust those quotas. Copilot chat quota is monthly and goes fast, but code completion and commit messages are unlimited—so I keep using it.&lt;/li>
&lt;/ol>
&lt;h2 id="cost-of-these-ai-services">
&lt;a class="heading-anchor-link" href="#cost-of-these-ai-services">Cost of these AI services&lt;/a>
&lt;button
class="heading-anchor"
type="button"
data-anchor="cost-of-these-ai-services"
aria-label="Copy anchor link"
title="Copy anchor link"
>
&lt;span class="heading-anchor-wrap" aria-hidden="true">
&lt;svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor">
&lt;path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z">&lt;/path>
&lt;/svg>
&lt;svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor">
&lt;path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z">&lt;/path>
&lt;/svg>
&lt;/span>
&lt;/button>
&lt;/h2>&lt;p>AI burns cash; free rides aren’t sustainable. My payment stacks:&lt;/p>
&lt;ol>
&lt;li>&lt;a href="https://1991421.cn/2025/11/29/claude-pro-low-price-region-subscription/" target="_blank" rel="noopener">Claude Pro&lt;/a>: Niger region, ~¥80+/mo.&lt;/li>
&lt;li>&lt;a href="https://1991421.cn/2024/11/15/chatgpt/" target="_blank" rel="noopener">GPT Plus&lt;/a>: Turkey region, ~¥80+/mo.&lt;/li>
&lt;li>Gemini: still on a past promo; later I’ll likely pay by Visa, &lt;del>$20/mo (&lt;/del>¥140+).&lt;/li>
&lt;li>GitHub Copilot: $10/mo (~¥70+), pay with Visa on the official site.&lt;/li>
&lt;/ol>
&lt;p>Some payments have hurdles—see the linked guides. If still unclear, you’ll need to sort it out yourself.&lt;/p>
&lt;h2 id="some-drawbacks">
&lt;a class="heading-anchor-link" href="#some-drawbacks">Some drawbacks&lt;/a>
&lt;button
class="heading-anchor"
type="button"
data-anchor="some-drawbacks"
aria-label="Copy anchor link"
title="Copy anchor link"
>
&lt;span class="heading-anchor-wrap" aria-hidden="true">
&lt;svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor">
&lt;path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z">&lt;/path>
&lt;/svg>
&lt;svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor">
&lt;path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z">&lt;/path>
&lt;/svg>
&lt;/span>
&lt;/button>
&lt;/h2>&lt;ol>
&lt;li>DeepSeek: slow; v/r variants don’t support multimodal (no “eyes” for images).&lt;/li>
&lt;li>GPT for frontend UI—even with Figma MCP—is clearly weaker than Gemini for layout drawing, though otherwise fine.&lt;/li>
&lt;/ol>
&lt;h2 id="ai-cli">
&lt;a class="heading-anchor-link" href="#ai-cli">AI CLI&lt;/a>
&lt;button
class="heading-anchor"
type="button"
data-anchor="ai-cli"
aria-label="Copy anchor link"
title="Copy anchor link"
>
&lt;span class="heading-anchor-wrap" aria-hidden="true">
&lt;svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor">
&lt;path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z">&lt;/path>
&lt;/svg>
&lt;svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor">
&lt;path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z">&lt;/path>
&lt;/svg>
&lt;/span>
&lt;/button>
&lt;/h2>&lt;p>Claude Code is king. Sadly, official Gemini/GPT don’t ship CC-compatible APIs; community workarounds exist but I’m not a fan. Codex/Gemini CLI are OK, just not CC-level.&lt;/p>
&lt;h2 id="takeaways">
&lt;a class="heading-anchor-link" href="#takeaways">Takeaways&lt;/a>
&lt;button
class="heading-anchor"
type="button"
data-anchor="takeaways"
aria-label="Copy anchor link"
title="Copy anchor link"
>
&lt;span class="heading-anchor-wrap" aria-hidden="true">
&lt;svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor">
&lt;path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z">&lt;/path>
&lt;/svg>
&lt;svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor">
&lt;path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z">&lt;/path>
&lt;/svg>
&lt;/span>
&lt;/button>
&lt;/h2>&lt;ol>
&lt;li>The big three—GPT / Claude / Gemini—are the clear winners; each has strengths. Domestic models are mostly “good enough.”&lt;/li>
&lt;li>If your bar is lower, prioritize domestic models: cheap and plenty of quota.&lt;/li>
&lt;/ol></description></item></channel></rss>