Majd Alsado

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gemini, get your act together

google found a new way to disappoint with this release
11 Nov 2026 • 2 min read

Two weeks after announcing Gemini Carbon, Google has finally made it available to users.

Their benchmarks were, as always, impressive:

Google’s benchmark comparison for Gemini Carbon

A model which outperforms Claude Fable 5.1 on every benchmark? I need to try this…

Yes, waiting two weeks after announcement to release a model in this industry is long, unheard of even. BUT, on the bright side, it’s probably a polished model now, ready to be served, right??

OpenRouter request log showing Gemini Carbon response times and throughput

The above is an OpenRouter request log from one of my sessions, where I was trying to use Carbon for some light coding tasks and evals.

It shows the Carbon’s performance across turns, notably with a:

  • Time to First Token (TTFT) of 165s
  • Throughput < 20 tok/s

That’s insane. Unusable. Embarrassing even. I’ve never seen any model perform like this.

Mind you I’m using OpenRouter, which routes to the best provider at that time.

This degraded performance is unfortunately not a one-off. Across my testing in the past two days, I’ve experienced poor performance for this model during most of my testing. (One notable exception was a session I had at 12am mountain time last night where I got average performance, ~30 tok/s, 10s TTFT)

Compare that with Fable 5.2, a model released by a company which:

  • has order of magnitude less experience in infrastructure than Google
  • has been in business for 5 years (compare to Google’s 28)
  • ISN’T A TOP 3 CLOUD PROVIDER

Median response time and throughput for Fable 5.2

p50 mind you…

Never mind all the usual Gemini bugs, which somehow still haven’t gone away see gemini article. In 2026, I still don’t see a path where I could adopt Gemini models for anything requiring reliable intelligence.

Looks like Bidaya’s Vertex AI credits are gonna go unused, too bad.