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bertiliyesterday at 8:02 PM5 repliesview on HN

DeepSWE scores 75.4 - that's the best score so far. And it's crazy cheap! Google held the top a few hours today with Gemini 3.8 Flash, but now second to Spark 1.3. All this competition will drive prices down!


Replies

notatoadtoday at 1:46 AM

when are we going to stop pretending these benchmarks have any meaning?

anybody who's used these models knows that their real-world software engineering performance has no relation to the ranking on deepSWE.

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WASDxyesterday at 8:20 PM

With the contributor pricing being more than 10x cheaper than the standard, that would make it best and cheapest on the DeepSWE leaderboard! It feels fast in my experience too. LLMs keep improving at an insane pace.

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israrkhantoday at 1:53 AM

Gemini 3.8 flash has better rates. $0.75 per million input tokens and $3.75 per million output tokens.

Compare that to Muse spark 1.3

$1.25/M input, $4.25/M output (without data sharing) $0.10/M input, $0.20/M output (with data sharing)

It is dirt cheap, but only if you are willing to share your data with meta and allow them to use it for improving their models and products.

cbg0yesterday at 8:06 PM

But is the score really reflective of the quality or are both models benchmaxxing?

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dominotwyesterday at 8:13 PM

how much of it is from reallocation of staff to ai training and labeling