Anthropic Claude Max 200美元/月:他们声称99%的正常运行时间,我计算出84%的损失:780美元
Anthropic Claude Max $200/mo: They claim 99% uptime, I calculated 84% Loss: $780

原始链接: https://gist.github.com/LEX8888/0caac27b96fa164e2a8ac57e9a5f2365

## Claude Max 上线时间和隐藏成本:用户分析 一位用户详细记录了Anthropic声称的Claude Max 20x(每月200美元)在2026年1月至2月实际的上线时间与宣传不符的情况。虽然Anthropic宣传99.41%的上线时间,但用户由于频繁的错误、速度变慢和速率限制,实际体验仅为约83%,而这些问题并未反映在官方状态页面上。 官方追踪显示基于报告的事件,上线时间约为96.7%,但这仍然低于宣传数字。核心问题在于Anthropic对“上线时间”的定义——服务器响应ping信号——与用户对*可用*访问的需求之间的差异。 用户计算出每月损失**784美元**,包括订阅费用和停机期间损失的计费工作时间(估计超过5天)。这笔损失远远超过200美元的订阅费。与提供因中断而提供积分的服务级别协议(SLA)的主要云提供商不同,Anthropic不提供任何补偿、退款,甚至没有对上线时间差距的明确解释。 作者敦促用户追踪自己的停机时间,计算损失,并联系Anthropic,倡导更大的透明度和责任感。他们总结说,Anthropic实际上收取的是beta质量服务的溢价,且没有任何责任承担。

一篇 Hacker News 帖子详细描述了一位用户声称因 Anthropic 的 Claude Max 频繁宕机而损失了 780 美元(计算得出 84% 的正常运行时间,低于广告宣传的 99%)。这位用户是一名自由职业开发者,认为这种宕机时间严重影响了他的计费时间。 然而,该帖子立即引起了怀疑。评论者质疑该新账户的真实性,并认为写作风格似乎是由人工智能生成的。讨论的中心是服务依赖的责任问题,一些人认为开发者应该在工作流程中构建冗余,而不是寻求报销。另一些人则争论大型语言模型提供商的盈利能力,以及研发成本是否应该纳入运营费用的评估。 一些评论员批评了原始帖子的方法论,质疑计算结果,并认为在使用 Claude 中获得的价值没有被考虑在内。还有人指出缺乏保证正常运行时间的的服务级别协议 (SLA),以及关于消费者权利的管辖权差异。总的来说,该帖子强调了依赖新兴人工智能服务的挑战,以及对它们可靠性抱有现实预期的必要性。
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原文

While waiting yet again for Claude's servers to come back online, I decided to calculate exactly how much money I'm losing. The results were worse than I expected.


💸 The Math They Don't Want You To Do

I pay $200/month for Claude Max 20x. Here's what I actually get:

What They Promise What I Get
"Premium experience" 5+ days unable to work in January-February 2026
99.41% uptime (claimed) 96.7% (official) / ~83% (real experience)
Compensation for outages $0.00
My actual loss $784/month (work time + subscription waste)

📊 Three Ways to Calculate Uptime — All of Them Bad

1. What Anthropic Claims: 99.41%

On status.claude.com, Anthropic proudly displays:

  • claude.ai: 99.41% uptime
  • Claude API: 99.68% uptime
  • Claude Code: 99.70% uptime

Sounds great, right? It's a lie.


2. What Their Own Status Page Shows: ~96.7%

I tracked every official incident on status.claude.com from January 20 to February 3, 2026:

Date Incident Downtime
Feb 2 Opus 4.5 errors 6 min
Feb 1 Sonnet 4.5 errors 19 min
Feb 1 Opus 4.5 errors 10 min
Jan 28 Opus 4.5 (x2) + Sonnet 3.7 114 min
Jan 27 Console + Haiku 3.5 72 min
Jan 26 Opus 4.5 ~120 min
Jan 23 Signature errors ~160 min
Jan 22 Multiple incidents ~50 min
Jan 21 Sonnet 4.5 48 min
Jan 20 Opus + Sonnet 53 min
TOTAL 19 incidents ~652 min (~11 hours)

Official Math:

  • 14 days = 336 hours
  • 11 hours of "official" downtime
  • (336 - 11) / 336 = 96.7% uptime

But That's STILL a Lie. Here's Why:

What Anthropic DOESN'T count as downtime:

  1. "Degraded performance" — when the service is so slow it's unusable, but technically "up"

  2. Rate limits hit early — you paid for 100%, you got cut off at 70%, but service is "available"

  3. Memory leak in Claude Code 2.1.27 — CLI literally crashed with OOM in 20 seconds for ~24 hours, but listed as "some users experiencing issues"

  4. Slowdowns without official incident — service crawling for hours, no status page update

  5. Credit/billing issues — can't use what you paid for, but technically "operational"

Their definition of "uptime" = "servers respond to ping" Your definition of "uptime" = "I can actually do my work"

These are not the same thing.


3. What Users Actually Experience: ~83%

My personal experience in January-February 2026:

Minimum 5 days where I could not work — service either down, throwing errors, rate limited early, or so slow it was unusable.

5 days out of 30 = 83.3% real uptime

The Three Uptimes:

Metric Value What It Means
Claimed 99.41% Marketing fantasy
Official incidents ~96.7% "Server responded to ping"
Real user experience ~83% "I could actually work"

And I'm not alone. From Hacker News (Feb 3, 2026):

"Feels like the whole infra is built on a house of cards and badly struggles 70% of the time."

"Even when Claude isn't down on status indicator, I get issues with Claude all the time being very slow where it is basically down. I have to kill the request and then restart it."

"Claude 2.1.x is 'literally unusable' because it frequently completely hangs (requires kill -9) and uses 100% cpu"


$200/month for Max 20x subscription

What I Lost (Conservative Calculation)

Direct Subscription Loss:

Claimed Uptime Real Uptime Lost Value
99.41% 84.1% 15.3% = $30.60/month

But that's the optimistic calculation using their own (incomplete) status page data.

Based on Actual Experience (5+ days lost):

Days in Month Days Lost Lost Value
30 5+ 16.7% = $33.40/month minimum

What I REALLY Lost: Work Time

Here's where it gets serious.

I use Claude Max for professional work. When Claude is down, I'm not just losing subscription value — I'm losing billable hours and missing deadlines.

Mid-level developer daily rate (remote): ~$150/day

Category Amount
COST (what I paid) $200/month
LOSS (what I didn't receive):
— Unusable subscription time (~17%) $34
— Lost work productivity (5 days × $150) $750
TOTAL LOSS $784

Let me repeat that:

I spend $200/month. I lose $784/month in value.

And that's conservative. For different developer levels:

Developer Level Daily Rate 5 Days Lost + Unused Sub (17%) Total Loss
Junior $100 $500 $34 $534
Mid-level $150 $750 $34 $784
Senior $250 $1,250 $34 $1,284
Consultant $400 $2,000 $34 $2,034

Missed deadline penalty? Client trust damage? Not even calculated.

I pay $200/month. I lose $784. The real cost is nearly 4x the subscription.

Add to that:

  • Missed deadlines → damaged client relationships
  • Context switching → productivity drain even after service returns
  • Stress and frustration → priceless

The $200 subscription isn't the cost. The $784 in lost work is.


🏢 How Other Companies Handle This

AWS, Google Cloud, Azure — Automatic SLA Credits

Uptime Credit
< 99.99% 10% credit
< 99.9% 25% credit
< 99.0% 50% credit
< 95.0% 100% credit

With 84.1% uptime, I would get 100% credit — a full refund — from any major cloud provider.

No automatic credits for ChatGPT Plus, but Enterprise customers have SLAs.

Nothing.

No SLA. No credits. No refunds. No apology beyond a generic "we're sorry" in a postmortem.

You pay $200/month. Service is unusable ~17% of the time. You get nothing back.


📝 What Anthropic Says vs. What They Do

Their Postmortem (Feb 3, 2026):

"We're sorry for the downtime... We have identified follow-up improvements to prevent similar issues and to improve our monitoring and alerting."

  • ❌ No compensation offered
  • ❌ No SLA commitments
  • ❌ No refund policy
  • ❌ No explanation for gap between claimed 99.41% and real ~83% uptime
  • ❌ No acknowledgment of user financial losses

If Anthropic Were Honest:

Tier Price Real Value (at ~83% uptime)
Pro $20/month $16.60/month
Max 5x $100/month $83.00/month
Max 20x $200/month $166.00/month

You're paying a 17% premium for service you don't receive.

Loss Type Amount
Work productivity (5 days × $150) $750
Subscription value lost (~17%) $34
TOTAL LOSS $784

I pay $200. I lose $784. No compensation.


❓ Questions For Anthropic

  1. Why do you claim 99.41% uptime when real user experience is ~83%?

  2. When will you implement an SLA with automatic credits like every other major cloud service?

  3. How do you justify $200/month pricing for a service that "struggles 70% of the time"?

  4. What compensation will you offer to users who lost work during your 19 incidents in 14 days?

  5. Why should anyone trust your premium tiers when Max produces shorter output than Pro?


  • Screenshot every error
  • Log every failed request
  • Track your actual downtime (not their status page)

Use this formula:

Monthly Loss = (Days Lost × Daily Rate) + (Subscription × Downtime%)

Example (mid-level dev):

$784 = (5 days × $150) + ($200 × 17%)
  • Contact [email protected]
  • Reference specific incidents
  • Include your calculated losses
  • Mention SLA practices of competitors
  • OpenAI Pro: $20/month, reportedly more stable
  • Google AI Pro: $16/month (annual), includes extras
  • Local models: One-time cost, 100% uptime

Share this. Companies only change when it affects their revenue.



Metric Claimed Official Real
Uptime 99.41% 96.7% ~83%
Incidents (14 days) 19 + uncounted
Compensation $0.00 $0.00
My monthly loss $784

No money back. No service. No honey.

Anthropic's motto should be: "Pay premium prices, get beta quality, receive zero accountability."


February 3, 2026

Author: A paying Max 20x customer who's done subsidizing Anthropic's infrastructure problems

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