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Why Pay for the Smartest Model Every Time?
Konrad Wright
Konrad Wright
Konrad Wright
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Nov 4
Why Pay for the Smartest Model Every Time?
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machinelearning
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inference
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efficiency
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cost
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6 min read
Moderation
Spot vs Reserved GPUs: The Utilisation Number That Decides Everything
gxqwb
gxqwb
gxqwb
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Nov 3
Spot vs Reserved GPUs: The Utilisation Number That Decides Everything
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cloud
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cost
#
ai
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architecture
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4 min read
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Should You Rent AI or Run Your Own?
Konrad Wright
Konrad Wright
Konrad Wright
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Nov 2
Should You Rent AI or Run Your Own?
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machinelearning
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inference
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cost
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6 min read
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A reported $2.3 API bill doesn't tell you what the agent costs.
Dawncoral
Dawncoral
Dawncoral
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Oct 31
A reported $2.3 API bill doesn't tell you what the agent costs.
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ai
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agents
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cost
#
programming
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5 min read
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The managed Postgres bill nobody puts on the pricing page
Marc
Marc
Marc
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Oct 30
The managed Postgres bill nobody puts on the pricing page
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postgres
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database
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cost
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selfhosting
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3 min read
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AWS spot instances in production: a 2026 playbook
Abhishek Jaiswal
Abhishek Jaiswal
Abhishek Jaiswal
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Oct 28
AWS spot instances in production: a 2026 playbook
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aws
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kubernetes
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devops
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cost
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6 min read
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Free Workers Don't Ship Free Disk: Cap Artifact Retention First
Odd_Background_328
Odd_Background_328
Odd_Background_328
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Oct 27
Free Workers Don't Ship Free Disk: Cap Artifact Retention First
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devops
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ai
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cost
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python
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5 min read
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Ten reviews per LLM call cut the bill by 57%. A thousand per call only reaches 65%.
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 27
Ten reviews per LLM call cut the bill by 57%. A thousand per call only reaches 65%.
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ai
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llm
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cost
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beginners
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5 min read
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A cheap model that handles 70% of your requests can cut the bill by 65% — or raise it by 5%
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 26
A cheap model that handles 70% of your requests can cut the bill by 65% — or raise it by 5%
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ai
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llm
#
cost
#
beginners
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5 min read
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Apollo's data: AI's financial payoff is zero for most companies — focus on integration cost...
Chandan Kumar
Chandan Kumar
Chandan Kumar
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Oct 25
Apollo's data: AI's financial payoff is zero for most companies — focus on integration cost...
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ai
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economics
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enterprise
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cost
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2 min read
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Kubernetes cost optimization for startups
Abhishek Jaiswal
Abhishek Jaiswal
Abhishek Jaiswal
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Oct 24
Kubernetes cost optimization for startups
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kubernetes
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aws
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devops
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cost
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6 min read
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Your chatbot's average call costs $0.006 — one pasted file can make it $2.03
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 24
Your chatbot's average call costs $0.006 — one pasted file can make it $2.03
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ai
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llm
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cost
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beginners
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5 min read
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Two fighters and vision: GPU against CPU, optimised
Tony Yum
Tony Yum
Tony Yum
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Nov 4
Two fighters and vision: GPU against CPU, optimised
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cost
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gpu
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trainingspeed
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14 min read
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The same prompt costs 1.64x more in Hindi than in English — one tokenizer ago it was 5.28x
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Oct 22
The same prompt costs 1.64x more in Hindi than in English — one tokenizer ago it was 5.28x
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ai
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llm
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cost
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beginners
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4 min read
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Training on a rented GPU: four and a half times cheaper
Tony Yum
Tony Yum
Tony Yum
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Nov 4
Training on a rented GPU: four and a half times cheaper
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cost
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gpu
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trainingspeed
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13 min read
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