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GLM-5.2

GLM-5.2 — Technology. category: Z.ai's frontier open-weights model; peer of Kimi K3 in the open-weights space, with K3 raising the capability ceiling · role: Z.ai's previous generation, which remains GLM-5.3's base model; used as the progression baseline throughout the post (Terminal-Bench 3.0: 4.6; ExploitBench: 24,4 %; ExploitGym: 29/39 tasks). First third-party model hosted by Mistral AI under European regional controls · rate: ~$1.40 / $4.40 per M tokens; ~1/6 of frontier; open weights (MIT)

Z.ai released GLM-5.2 on 16 June 2026: a Mixture of Experts model of 753 billion parameters with 40 billion active, a 1M token context, weights on Hugging Face under MIT license, and pricing of $1.40 and $4.40 per million input and output tokens, with a cache hit at $0.26.

Artificial Analysis measured it at 1524 Elo on GDPval-AA, third overall behind Claude Fable 5 (1783) and Claude Opus 4.8 (1615), level with GPT-5.5 at xhigh (1509), ahead of Gemini 3.5 Flash (1357), and first among open weights by a wide margin: the next open model, MiniMax-M3, scored 1408. The tasks were agentic, averaging about 31 turns across 1,999 matches.

That combination of price and rank is why the model keeps reappearing in different arguments. Didier Girard cites it as one of the forces pulling the token price curve down in 2027 budget planning. SFEIR treats it as the open-weights position Kimi K3 joined and then raised. Nicolas Martignole co-wrote "The Token Manifesto" with it and MiniMax-M3. Mistral AI made it the first third-party model hosted under its European regional controls, announced 11 August 2026.

Its most awkward role is as a yardstick for its own successor. Z.ai states that GLM-5.3 shares the same base model and that every gain came from post-training, so GLM-5.3's numbers are published as multiples of GLM-5.2's: Terminal-Bench 3.0 from 4.6 to 28.3, ExploitBench from 24.4% to 54.4%, ExploitGym from 29 of 39 tasks to 105 of 130.

Type
Technology
category
Z.ai's frontier open-weights model; peer of Kimi K3 in the open-weights space, with K3 raising the capability ceiling
role
Z.ai's previous generation, which remains GLM-5.3's base model; used as the progression baseline throughout the post (Terminal-Bench 3.0: 4.6; ExploitBench: 24,4 %; ExploitGym: 29/39 tasks). First third-party model hosted by Mistral AI under European regional controls
rate
~$1.40 / $4.40 per M tokens; ~1/6 of frontier; open weights (MIT)
relations
19
Cited in
6 fiches

Adoption measures

Neighborhood

← created

Z.ai ORGANISATION high confidence stable Source ↗

→ is a variant of

GLM TECHNOLOGIE high confidence stable

← replaces

GLM-5.3 TECHNOLOGIE high confidence stable Source ↗

← is based on

GLM-5.3 TECHNOLOGIE high confidence stable Source ↗

→ is an instance of

modèle à poids ouverts CONCEPT high confidence stable Source ↗
open-weights CONCEPT high confidence stable Source ↗

→ replaces

GLM-5.1 TECHNOLOGIE high confidence stable

← uses

Mistral AI ORGANISATION high confidence evolving Source ↗

← publishes

Z.ai ORGANISATION high confidence stable Source ↗

← outperforms

Claude Fable 5 TECHNOLOGIE high confidence evolving Source ↗
Claude Opus 4.8 TECHNOLOGIE high confidence evolving Source ↗

→ outperforms

MiniMax-M3 TECHNOLOGIE high confidence evolving Source ↗
Gemini 3.5 Flash TECHNOLOGIE high confidence evolving Source ↗

→ collaborates with

Nicolas Martignole PERSONNE high confidence stable Source ↗

→ uses

architecture Mixture of Experts (753 Mds params / 40 Mds actifs) CONCEPT high confidence stable Source ↗

→ competes with

GPT-5.5 TECHNOLOGIE high confidence evolving Source ↗

Cited in (6)