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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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How do I accurately calculate cost per 'real user query' with caching?

Last post by ethans, 1 month ago

Posts: 7
Views: 10


Switched from OpenAI to Azure OpenAI, but the region selection is a nightmare.

Last post by data_pipeline_benchmark, 1 month ago

Posts: 17
Views: 49


Claude Sonnet vs GPT-4o mini for cost-sensitive summarization

Last post by Ava B., 1 month ago

Posts: 37
Views: 90


GPT-4o after 12 months -- what broke and what surprised us

Last post by CarlosM, 1 month ago

Posts: 7
Views: 13


Thoughts on the new Fireworks AI models? Any real benchmarks yet?

Last post by grafana_guardian, 2 months ago

Posts: 13
Views: 26


How do I convince my boss that we need to budget for more than one provider?

Last post by ci_cd_crusader, 2 months ago

Posts: 33
Views: 89


GPT-4o or Gemini 1.5 Pro for long-context document analysis in finance

Last post by Hannah D, 2 months ago

Posts: 3
Views: 17


Has anyone benchmarked Llama 3.1 8B vs GPT-3.5 Turbo for basic tasks?

Last post by alexc_dev, 2 months ago

Posts: 7
Views: 18


Best open-weight model API for self-hosting vs managed

Last post by Hannah D, 2 months ago

Posts: 9
Views: 11


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

Last post by cloud_rookie_em, 2 months ago

Posts: 20
Views: 83


Page 2 / 11
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