PulseAugur
EN
LIVE 00:01:32

Together's GLM-5.3 outperforms Fable 5 on DeepSWE benchmark

Together's GLM-5.3 model has demonstrated superior performance compared to Anthropic's Fable 5 on the DeepSWE benchmark. In tests, GLM-5.3 achieved an 87.6% solve rate at a cost of approximately $16, significantly outperforming Fable 5's 69.7% solve rate which incurred a cost of $21.63. AI

IMPACT This benchmark suggests GLM-5.3 offers improved efficiency and effectiveness for tasks similar to those in the DeepSWE benchmark.

RANK_REASON Research benchmark comparison between two models. [lever_c_demoted from research: ic=1 ai=1.0]

Read on X — Together (inference / OSS) →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Together's GLM-5.3 outperforms Fable 5 on DeepSWE benchmark

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Research benchmark comparison between two models. [lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
24 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. X — Together (inference / OSS) TIER_1 English(EN) · togethercompute ·

    Four tries with GLM-5.3 beat Fable 5 on both solve rate and total cost.

    Four tries with GLM-5.3 beat Fable 5 on both solve rate and total cost. On DeepSWE, GLM-5.3 reaches 87.6% for ~$16, compared with 69.7% at $21.63 for Fable 5. https://t.co/XIczUm7G2a