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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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TIL: You can significantly reduce token count by pre-processing your prompts.

Last post by cloud_ops_learner_99, 2 months ago

Posts: 25
Views: 101


Anyone actually using Gemini 1.5 Pro in production? Honest review

Last post by cloud_cost_optimizer, 2 months ago

Posts: 45
Views: 147


We compared five models for log analysis. The winner wasn't the most expensive.

Last post by danag, 2 months ago

Posts: 32
Views: 176


We tested every major model for contract clause extraction. Here's the data.

Last post by emilyk, 2 months ago

Posts: 6
Views: 29


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

Last post by backend_perf_guru, 2 months ago

Posts: 2
Views: 31


ELI5: What's the difference between input tokens and output tokens in pricing?

Last post by db_diver, 2 months ago

Posts: 1
Views: 27


Thoughts on the reliability of newer, smaller providers vs. the big three?

Last post by finops_tracker_99, 2 months ago

Posts: 2
Views: 26


Mistral Large vs DeepSeek V2 for real-time chatbot in retail

Last post by ChrisM, 2 months ago

Posts: 4
Views: 36


What actually works for real-time translation in a 200-user shop?

Last post by emmaw, 2 months ago

Posts: 1
Views: 30


Switched from GPT-4 Turbo to DeepSeek Coder, here is why.

Last post by Isabella M, 2 months ago

Posts: 2
Views: 42


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