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GLM-4.6

Z.AIEstablishedReleased Sep 1, 2025
Overall Score
Unranked
Arena Elo
1426
Categories Ranked
0of 8
Price (1M tokens)
N/A
Speed
N/A
Context
200K
Open WeightSelf-hostReasoning
Confidence
base

BenchLM is tracking GLM-4.6, but this profile is currently excluded from the public leaderboard because it still lacks enough non-generated benchmark coverage to rank safely. Only non-generated public benchmark rows appear below.

GLM-4.6 is a open weight model with a 200K token context window. It uses explicit chain-of-thought reasoning, which typically improves performance on math and complex reasoning tasks at the cost of higher latency and token usage.

This profile currently has 17 of 225 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.

Ranking Distribution

Category rank across 0 benchmark categories — sorted by best rank

No ranking data available

Category Performance

Scores across all benchmark categories (0-100 scale)

Category Breakdown

Agentic

0.0/ 100
Weight: 22%4 benchmarks
Terminal-Bench 2.0BrowseCompOSWorld-VerifiedGAIATAU-benchWebArena

Coding

0.0/ 100
Weight: 20%4 benchmarks
SWE-bench VerifiedLiveCodeBenchSWE-bench ProSWE-RebenchSciCode

Reasoning

0.0/ 100
Weight: 17%2 benchmarks
MuSRLongBench v2MRCRv2ARC-AGI-2

Knowledge

0.0/ 100
Weight: 12%6 benchmarks
GPQASuperGPQAMMLU-ProHLEFrontierScienceSimpleQA

Math

0.0/ 100
Weight: 5%0 benchmarks
AIME 2025BRUMO 2025MATH-500FrontierMath

Multilingual

0.0/ 100
Weight: 7%0 benchmarks
MGSMMMLU-ProX

Multimodal

0.0/ 100
Weight: 12%0 benchmarks
MMMU-ProOfficeQA ProCharXivCharXiv w/o tools

Inst. Following

0.0/ 100
Weight: 5%1 benchmark
IFEvalIFBench

Chatbot Arena Performance

Text Overall1426CI: ±3.935,661 votes
Coding1460CI: ±7.37,481 votes
Math1421CI: ±12.82,107 votes
Instruction Following1416CI: ±6.410,005 votes
Creative Writing1403CI: ±8.65,087 votes
Multi-turn1422CI: ±8.25,676 votes
Hard Prompts1443CI: ±5.019,087 votes
Hard Prompts (English)1448CI: ±6.59,616 votes
Longer Query1433CI: ±6.78,751 votes

Benchmark Details

Only benchmark rows with an attached exact-source record are shown here. Source-unverified manual rows and generated rows are hidden from model pages.

Frequently Asked Questions

How does GLM-4.6 perform overall in AI benchmarks?

GLM-4.6 has 17 published benchmark scores on BenchLM, but it does not yet have enough non-generated coverage to receive a global overall rank.

Is GLM-4.6 good for knowledge and understanding?

GLM-4.6 has visible benchmark coverage in knowledge and understanding, but BenchLM does not currently assign it a global category rank there.

Is GLM-4.6 good for coding and programming?

GLM-4.6 has visible benchmark coverage in coding and programming, but BenchLM does not currently assign it a global category rank there.

Is GLM-4.6 good for reasoning and logic?

GLM-4.6 has visible benchmark coverage in reasoning and logic, but BenchLM does not currently assign it a global category rank there.

Is GLM-4.6 good for agentic tool use and computer tasks?

GLM-4.6 has visible benchmark coverage in agentic tool use and computer tasks, but BenchLM does not currently assign it a global category rank there.

Is GLM-4.6 good for instruction following?

GLM-4.6 has visible benchmark coverage in instruction following, but BenchLM does not currently assign it a global category rank there.

Is GLM-4.6 open source?

Yes, GLM-4.6 is an open weight model created by Z.AI, meaning it can be downloaded and run locally or fine-tuned for specific use cases.

Does GLM-4.6 have full benchmark coverage on BenchLM?

Not yet. GLM-4.6 currently has 17 published benchmark scores out of the 225 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.

What is the context window size of GLM-4.6?

GLM-4.6 has a context window of 200K, which determines how much text it can process in a single interaction.

Last updated: June 2, 2026 · Runtime metrics stay blank until BenchLM has a sourced snapshot.

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