DownForAI

Thinking Machines Lab status: API, auth, latency & outage reports

Thinking Machines Lab is operational right now. DownForAI checks Thinking Machines Lab every ~75 minutes across 1 monitored surface, with 0 community reports in the last 24 hours.

Operational
Last probe 2h ago·1 surface
Probe-monitoredLow confidence
📚 Docs →
100.0%
24h Uptime
227ms
p50 Network Latencyⓘ
362ms
p95 Network Latencyⓘ
0
Incidents (30d)

DownForAI monitors Thinking Machines Lab via a single endpoint — TML API. Current status: operational — all surfaces are responding normally. Measured uptime over the last 24 hours: 100.0%. Median response time (24 h): 227 ms; p95: 362 ms.

DownForAI has not recorded any Thinking Machines Lab inference disruptions. The service is probed approximately every 75 minutes; no user reports have been received in the last 24 hours.

Data confidence: LowLast checked 2h 53m ago · 1 monitored surface · 1 with 24 h latency data

Current Status

✅
Operational
Everything works normally
✓Checked by our probes · 215ms
Verified 2h ago
✓No major incident reported
ⓘNo reports in the last 24h

Having issues?

Help other users by reporting if Thinking Machines Lab is not working for you.

0reports in the last 24 hours

Surface Health

TML APIOperational
HTTP 200p50 227ms2h ago

Uptime — last 24h

100.0%

Network latency — last 20 probes

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What DownForAI can verify about Thinking Machines Lab

No confirmed provider-side issue detected
DownForAI currently sees Thinking Machines Lab as operational based on available monitoring signals.
Signal source: public surface check · Monitoring confidence: Low
Still having trouble?

The issue may be account-specific, regional, network-related, or related to authentication, billing, quota, or rate limits.

Incident history (30d)

✓No incidents recorded in the past 30 days.

Reported symptoms

No user reports for Thinking Machines Lab in the last 24 hours.

Community reports

What users are saying right now

A
Anonymous💬 down86d ago
AI does not load a response

Known error signatures

Common failure patterns and how to diagnose them

Provider details

Thinking Machines Lab is Mira Murati's research company; its first product, Tinker, is a fine-tuning API in limited access. There is very little public surface, so DownForAI mainly tracks the website while the product is gated.

What we monitor
thinkingmachines.ai — Website
Tinker API — Limited-access fine-tuning service
Operator notes
  • Limited public product: the probe of thinkingmachines.ai is informational.

Fallback alternatives

What to use if this service is down

You need a fine-tuning service now
Together AI or Hugging Face (monitored on DownForAI) offer generally available fine-tuning
Easy switch

How we monitor

DownForAI checks monitored AI service surfaces on a rotating schedule, roughly every 75 minutes per surface, from a single centralized probe infrastructure. For services with an official machine-readable status page, we use that official status signal when available. For other services, we perform a basic public-surface check. Some services block datacenter probes; in those cases we mark them as “Monitoring limited” instead of treating a failed probe as a confirmed outage. Status is classified as Operational, Degraded, or Outage. Network latency (check response time) measures how long the monitored endpoint took to respond to our probe — it is not model inference speed, time-to-first-token, or tokens-per-second performance. We are independent of all providers listed and receive no compensation to report any particular status.

Thinking Machines Lab statusEmbed this status badgeREADME · docs ▾
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