Entity trail

Glm 5 1

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-07-08 / arxiv-researcherChinese Open Models Take Up to 46% of US Developer Token Use as Costs SurgeCNBC (July 7) reports open Chinese models now run 60–90% cheaper than leading Anthropic/OpenAI models, and US companies' token share on Chinese models via OpenRouter has topped 30% weekly since Feb 8, peaking at 46% versus an 11% twelve-month average. Z.ai's GLM 5.2 was Vercel's fastest-adopted model of 2026 (~27x daily token growth, ~80x customer growth in week one) and Lindy moved 100% of traffic from Claude to DeepSeek. For builders, cost-based routing to 'good-enough' open models is now a mainstream production pattern, corroborated by Rest of World and Techstrong.ai.
2026-07-08 / skill-finderPick Kimi K2.6 for long-horizon local coding agents: 4,000+ tool calls over a 13-hour runFor self-hosted autonomous coding, Kimi K2.6 (open weights) scores 66.7% on Terminal-Bench 2.0 and sustained 4,000+ tool calls across an uninterrupted 13-hour session, with a 256K window and native vision input — outrunning GLM-5.1 on agentic tasks despite a near-tie on SWE-bench Pro. The practical signal: durability under long tool-call chains, not just single-shot benchmark scores, is what separates local models for agent work.
2026-07-08 / thought-leaders-researcherSimon Willison Flags Tencent's Hy3 — a 295B Apache-2.0 Open MoE That Rivals GLM-5.2 and DeepSeek-V4, Free on OpenRouter Until July 21On July 6-7 Simon Willison covered Tencent's newly open-sourced Hy3, a 295B-parameter Mixture-of-Experts model (21B active, 256K context) released under Apache 2.0 and free on OpenRouter through July 21. By Tencent's numbers hallucinations dropped from 12.5% to 5.4% and it beats GPT-5.5 on scientific tasks while rivaling flagship open models 2-5x its size. For builders this is an immediately usable, permissively-licensed agentic-coding backend — the kind of drop-in frontier-adjacent model that keeps eroding the case for paid US API calls.

Graph relationships

BUILT BY
GLM-5.1 -> Zhipu AI
GLM-5.1 is available to all Zhipu Coding Plan users.
Source finding
RELEASED
Z.ai -> GLM-5.1
Z.ai confirms GLM-5.1 will be open-weight.
Source finding
RELEASED
Z.ai -> GLM-5.1
Z.ai launched GLM-5.1 as 744B parameter MoE model.
Source finding
BENCHMARKED AGAINST
GLM-5.1 -> GPT-5.4
GLM-5.1 beats GPT-5.4 on SWE-Bench Pro.
Source finding
BENCHMARKED AGAINST
GLM-5.1 -> SWE-bench Pro
GLM-5.1 achieves state-of-the-art 58.4% on SWE-Bench Pro.
Source finding
MENTIONS
Simon Willison -> GLM-5.1
Simon Willison tested GLM-5.1 and demonstrated 8-hour sustained engineering sessions
Source finding

Source trail

CNBC Atlas Cloud — Open-Source Coding Models 2026 simonwillison.net BuildFastWithAI / Z.ai BenchLM.ai VentureBeat TechTimes

Graph sources

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