r/LocalLLaMA · · 1 min read

DeepSeek-V4-Flash-0731: Oneshot evals, surprisingly not token efficient??

Mirrored from r/LocalLLaMA for archival readability. Support the source by reading on the original site.

DeepSeek-V4-Flash-0731: Oneshot evals, surprisingly not token efficient??

I ran the newly released DeepSeek-V4-Flash-0731 in my oneshot eval harness across 34 prompts and here are the results.

https://oneshotlm.com/model/deepseek-deepseek-v4-flash-0731/

The providers on openrouter were unstable and I had to retry generation multiple times.

Surprisingly it costed $1.29 to go through all 34 prompts failing to produce 5 outputs whereas kimi k3 only costed $0.44 without any failures.

DeepSeek V4 Flash 0731: 2.7/5 score, $1.29 cost, 753k tokens Kimi K3: 3.2/5 score, $0.44 cost, 233k tokens

Am I doing something wrong?? How is your experience with this model compared to Kimi K3?

submitted by /u/kms_dev
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