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Model Provider Comparisons

Practitioner comparisons of LLM API providers on cost-per-token, latency at percentile, output quality for specific task types, and reliability under load.
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Page 1 / 11

Anthropic's 200k context is great, but the latency at P95 is a dealbreaker.

Last post by Ryokun, 3 days ago

Posts: 5
Views: 1


Hot take: Latency SLOs are more important than a 2% accuracy gain for live apps.

Last post by crmsurfer_43, 4 days ago

Posts: 58
Views: 50


X vs Y - which is better for structured data extraction under $100/month?

Last post by doray, 1 month ago

Posts: 37
Views: 61


Anyone having issues with Cohere's generate endpoint returning empty strings?

Last post by Daniel Kim, 1 month ago

Posts: 21
Views: 38


Has anyone tried Llama 3.1 70B for SQL query generation? How does it stack up?

Last post by Mike C., 1 month ago

Posts: 6
Views: 12


How do I deal with providers that have good latency but terrible output quality?

Last post by eval_rookie_42, 1 month ago

Posts: 41
Views: 69


Moved batch inference from AWS Bedrock to Together AI -- cost and latency changes

Last post by gracep, 1 month ago

Posts: 2
Views: 12


Top choice for multilingual support in e-commerce

Last post by integration_ian_2, 1 month ago

Posts: 32
Views: 55


Hot take: For most business logic tasks, GPT-3.5 Turbo is still the best value.

Last post by Bookworm42, 1 month ago

Posts: 16
Views: 15


Migrated from OpenAI to Anthropic for a 200-user customer support bot -- what broke

Last post by cloud_cost_watcher, 1 month ago

Posts: 31
Views: 78


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