@MMMusol: Using top-tier AI is like ordering a bowl of beef noodle soup. I chuckled the first time I saw this, but thinking back, it might be the most honest description of an AI product I've ever seen. I've been heavily using Claude Code and Codex for development since last year. Everyone knows the official API prices—Opus-level models running a few rounds of complex tasks, and the bill starts to sting...

Using top-tier AI is like ordering a bowl of beef noodle soup I chuckled the first time I saw this, but thinking back, it might be the most honest description of an AI product I've ever seen. I've been heavily using Claude Code and Codex for development since last year. Everyone knows the official API prices—Opus-level models running a few rounds of complex tasks, and the bill starts to sting... After trying several relay services, the issues were varied: Some were cheap but went down every few days—while coding, the connection would suddenly drop, context would be lost, making it worse than not using any relay at all; Some were stable but cumbersome to set up—changing a bunch of environment variables, then having to reconfigure everything when switching models; Others had vague pricing, and by month-end you'd find money gone without knowing where it went... Then I switched to BeefAPI by teacher @beefnoode. After using it for a while, here are my real impressions: First, the most surprising feature: secondary model configuration Anyone who uses Claude Code knows this pain: It doesn't use just one model—the main model handles core reasoning, while the secondary model handles lightweight completions and context management, corresponding to environment variables like `ANTHROPIC_SMALL_FAST_MODEL`, `ANTHROPIC_LARGE_MODEL`. Previously, every time I wanted to adjust, I had to dig into `config.toml` or manually edit env files, and then wasn't sure if the changes took effect. Sometimes I'd mistype a variable name and spend half an hour debugging only to find it was a typo. BeefAPI allows one-click configuration import via a script for CC Switch. CC Switch is a third-party GUI tool. After selecting the main model, the secondary model configuration expands below: Haiku, Sonnet, Opus—each can be selected independently. Click "Open" and all environment variables are automatically written, no terminal needed. This design makes me think the person behind the product must be a heavy Claude Code user themselves; otherwise, they wouldn't have thought to include this detail. Many relay services just give you a key and leave you to figure out the rest. Here, they've actually walked that last mile for us. Besides Claude, BeefAPI also supports one-click integration with other popular agent frameworks like Hermes and OpenClaw, covering most tools you might use. Next, stability Nowadays my daily development relies entirely on APIs, with considerable call volume. The biggest fear is downtime during peak hours. In the BeefAPI dashboard, we can see the service availability panel, with hourly status over 96 hours, making it very intuitive to view recent operation. After observing for nearly half a month, the overall performance is indeed stable. I haven't encountered that "sudden total outage, group chat full of wailing" scenario. For people using APIs as productivity tools, this level of stability is enough to confidently build your workflow on it. One more detail I especially want to mention: the quota calculator. Many relay services show just a balance number after top-up, leaving you uncertain how many runs that money can afford. BeefAPI's pricing page has a "Calculate how long this bowl lasts" feature: Select how much you've topped up, select the model you want, and it directly tells you roughly how many tokens that equates to, and approximately how many conversation rounds. For example, $100 with Claude Opus 4.6 gives about 23.8M input tokens and 4.8M output tokens, roughly 2,646 conversations. This number isn't perfectly accurate (it depends on your context length per round), but it gives you an expectation of consumption speed, so you won't suddenly find your balance nearly zero and not know where the money went. The top-up ratio is ¥1 = $1 in credits, with overall pricing about 10% to 20% of official rates. For those running models daily, this price difference adds up significantly. It's a kind of compounding effect too. Oh, and just in time for the Dragon Boat Festival, BeefAPI is running a limited-time promotion that I think is quite suitable for new users: Buy 50 yuan worth of credits for 25 yuan—essentially a 50% discount, limited to one purchase per account. If you've never used a relay service before, or want to try Opus-level models at low cost, this price removes any barrier. Also, join the user group for a chance to win 400 yuan in free credits in a raffle. The draw is tonight at 8 PM. Scan the QR code to join the group and try your luck. Feel free to give it a try during the Dragon Boat Festival event: https://beefapi.com/register?aff=cs0s…