Zhipu AI model product
GLM 4.6
6 is an LLM from Zhipu AI with a 200K-token context window, improved coding and writing, reasoning with tool use during inference, and stronger agent capabilities.
Updated Oct 23, 2026. Default version: GLM-4.6
LLMBoard Score51.5GLM-4.6
Coverage80%7 benchmark families
Context window202.8KTokens
Official input price$0.60Zhipu AI API
GLM 4.6 Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
GLM 4.6 Benchmark Results
Benchmark scores for GLM-4.6.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkTerminal-Bench | Score40.50% | Rank08 | Participants25 | Percentile70.83% | EvidenceC | Evaluated |
| BenchmarkLiveCodeBench v6 | Score82.80% | Rank20 | Participants67 | Percentile71.21% | EvidenceC | Evaluated |
| BenchmarkAA AIME 2025 | Score86.00% | Rank28 | Participants96 | Percentile71.58% | EvidenceB | EvaluatedN/A |
| BenchmarkAIME 2025 | Score93.90% | Rank29 | Participants122 | Percentile76.86% | EvidenceC | Evaluated |
| BenchmarkLM Arena Text | Score1,440.01 rating | Rank55 | Participants218 | Percentile75.12% | EvidenceA | Evaluated |
| BenchmarkLM Arena Text Factuality | Score1,446.80 rating | Rank55 | Participants131 | Percentile58.46% | EvidenceA | Evaluated |
| BenchmarkBrowseComp | Score45.10% | Rank58 | Participants70 | Percentile17.39% | EvidenceC | Evaluated |
| BenchmarkAA Omniscience Accuracy | Score26.88% | Rank73 | Participants201 | Percentile64.00% | EvidenceB | EvaluatedN/A |
| BenchmarkSWE-Bench Verified | Score68.00% | Rank78 | Participants120 | Percentile35.29% | EvidenceC | Evaluated |
| BenchmarkHumanity's Last Exam | Score17.20% | Rank80 | Participants109 | Percentile26.85% | EvidenceC | Evaluated |
| BenchmarkLM Arena Webdev | Score1,341.14 rating | Rank87 | Participants107 | Percentile18.87% | EvidenceA | Evaluated |
| BenchmarkAA CritPt | Score1.14% | Rank89 | Participants200 | Percentile55.78% | EvidenceB | EvaluatedN/A |
| BenchmarkLM Arena Text Style Control | Score1,424.25 rating | Rank95 | Participants218 | Percentile56.68% | EvidenceA | Evaluated |
| BenchmarkGPQA | Score81.00% | Rank97 | Participants256 | Percentile62.35% | EvidenceC | Evaluated |
| BenchmarkAA IFBench | Score43.40% | Rank99 | Participants168 | Percentile41.32% | EvidenceB | EvaluatedN/A |
| BenchmarkAA GPQA Diamond | Score77.98% | Rank107 | Participants199 | Percentile46.46% | EvidenceB | EvaluatedN/A |
| BenchmarkAA HLE Text No Tools | Score14.46% | Rank107 | Participants200 | Percentile46.73% | EvidenceB | EvaluatedN/A |
| BenchmarkAA LCR v1.1 | Score54.00% | Rank118 | Participants193 | Percentile39.06% | EvidenceB | EvaluatedN/A |
GLM 4.6 Arena Results
Preference and agent-evaluation results for the default version.
Sort by
Arena | Category | Rank | Rating / score | Votes | Observations | Result date |
|---|
| Arenatext factuality | Categoryindustry medicine and healthcare | Rank23 | Rating / score1,494.40 | Votes869 | ObservationsN/A | Result date |
| Arenatext factuality | Categorychinese | Rank27 | Rating / score1,516.28 | Votes1,112 | ObservationsN/A | Result date |
| Arenatext factuality | Categorypolish | Rank35 | Rating / score1,414.36 | Votes641 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry legal and government | Rank39 | Rating / score1,469.97 | Votes1,091 | ObservationsN/A | Result date |
| Arenatext | Categorypolish | Rank40 | Rating / score1,446.57 | Votes1,301 | ObservationsN/A | Result date |
| Arenatext | Categorychinese | Rank41 | Rating / score1,498.95 | Votes2,721 | ObservationsN/A | Result date |
| Arenatext | Categorygerman | Rank47 | Rating / score1,446.84 | Votes681 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry mathematical | Rank49 | Rating / score1,447.13 | Votes830 | ObservationsN/A | Result date |
| Arenatext | Categoryfrench | Rank50 | Rating / score1,459.45 | Votes706 | ObservationsN/A | Result date |
| Arenatext | Categorykorean | Rank51 | Rating / score1,400.36 | Votes618 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryenglish | Rank52 | Rating / score1,459.81 | Votes10,465 | ObservationsN/A | Result date |
| Arenatext | Categoryexclude ties | Rank53 | Rating / score1,437.06 | Votes25,099 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry life and physical and social science | Rank53 | Rating / score1,456.07 | Votes5,928 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry medicine and healthcare | Rank53 | Rating / score1,454.65 | Votes1,932 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry legal and government | Rank54 | Rating / score1,447.91 | Votes2,449 | ObservationsN/A | Result date |
| Arenatext factuality | Categorymath | Rank54 | Rating / score1,439.18 | Votes927 | ObservationsN/A | Result date |
| Arenatext | Categoryoverall | Rank55 | Rating / score1,440.01 | Votes35,814 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryexclude ties | Rank55 | Rating / score1,447.85 | Votes19,826 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryoverall | Rank55 | Rating / score1,446.80 | Votes28,684 | ObservationsN/A | Result date |
| Arenatext | Categoryenglish | Rank56 | Rating / score1,448.77 | Votes15,322 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry entertainment and sports and media | Rank57 | Rating / score1,408.56 | Votes6,681 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryindustry life and physical and social science | Rank57 | Rating / score1,466.37 | Votes2,731 | ObservationsN/A | Result date |
| Arenatext | Categorycreative writing | Rank58 | Rating / score1,411.57 | Votes5,146 | ObservationsN/A | Result date |
| Arenatext | Categorynon english | Rank59 | Rating / score1,426.25 | Votes20,456 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry writing and literature and language | Rank62 | Rating / score1,415.28 | Votes8,088 | ObservationsN/A | Result date |
| Arenatext factuality | Categorycreative writing | Rank62 | Rating / score1,413.34 | Votes2,379 | ObservationsN/A | Result date |
| Arenatext factuality | Categorynon english | Rank62 | Rating / score1,431.66 | Votes15,995 | ObservationsN/A | Result date |
| Arenatext | Categoryindustry mathematical | Rank67 | Rating / score1,446.64 | Votes1,784 | ObservationsN/A | Result date |
| Arenatext | Categoryspanish | Rank68 | Rating / score1,436.06 | Votes1,014 | ObservationsN/A | Result date |
| Arenatext factuality | Categoryhard prompts | Rank68 | Rating / score1,463.03 | Votes15,060 | ObservationsN/A | Result date |
GLM 4.6 Pricing
Official vendor API pricing appears first, followed by individual provider offers.
- Official API
- $0.60 input, $2.2 output per 1M
- Official provider
- Zhipu AI
- Lowest third-party
- From $0.274 input, $1.1 output per 1M via AIHubMix
- Tracked offerings
- 28
Sort by
Provider | Provider model ID | Region | Input / 1M | Output / 1M | Context | Updated |
|---|
| ProvideriFlow | Provider model IDglm-4.6 | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context200K | Updated |
| ProviderModelScope | Provider model IDZhipuAI/GLM-4.6 | Regionglobal | Input / 1MN/A | Output / 1MN/A | Context202.8K | Updated |
| ProviderAIHubMix | Provider model IDglm-4.6 | Regionglobal | Input / 1M$0.274 | Output / 1M$1.1 | Context200K | Updated |
| Provider302.AI | Provider model IDglm-4.6 | Regionglobal | Input / 1M$0.286 | Output / 1M$1.14 | Context204.8K | Updated |
| ProviderZenMux | Provider model IDz-ai/glm-4.6 | Regionglobal | Input / 1M$0.2911 | Output / 1M$1.16 | Context200K | Updated |
| ProviderVenice AI | Provider model IDzai-org-glm-4.6 | Regionglobal | Input / 1M$0.43 | Output / 1M$1.75 | Context198K | Updated |
| ProviderMeganova | Provider model IDzai-org/GLM-4.6 | Regionglobal | Input / 1M$0.45 | Output / 1M$1.9 | Context202.8K | Updated |
| ProviderHelicone | Provider model IDglm-4.6 | Regionglobal | Input / 1M$0.45 | Output / 1M$1.5 | Context204.8K | Updated |
| ProviderNanoGPT | Provider model IDz-ai/glm-4.6 | Regionglobal | Input / 1M$0.50 | Output / 1M$2 | Context200K | Updated |
| ProviderDeep Infra | Provider model IDzai-org/GLM-4.6 | Regionglobal | Input / 1M$0.50 | Output / 1M$2 | Context202.8K | Updated |
| ProviderIO.NET | Provider model IDzai-org/GLM-4.6 | Regionglobal | Input / 1M$0.52 | Output / 1M$2.04 | Context200K | Updated |
| ProviderHugging Face | Provider model IDzai-org/GLM-4.6 | Regionglobal | Input / 1M$0.55 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderOpenRouter | Provider model IDz-ai/glm-4.6 | Regionglobal | Input / 1M$0.55 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderNovita AI | Provider model IDzai-org/glm-4.6 | Regionglobal | Input / 1M$0.55 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderDevPass (LLM Gateway) | Provider model IDglm-4.6 | Regionglobal | Input / 1M$0.55 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderKilo Gateway | Provider model IDz-ai/glm-4.6 | Regionglobal | Input / 1M$0.55 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderAbacus | Provider model IDzai-org/GLM-4.6 | Regionglobal | Input / 1M$0.55 | Output / 1M$2.2 | Context202.8K | Updated |
| ProviderOrcaRouter | Provider model IDz-ai/glm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderImpossibl | Provider model IDzai/glm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderZ.AI | Provider model IDglm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderMerge Gateway | Provider model IDzai/glm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context200K | Updated |
| ProviderOfox | Provider model IDz-ai/glm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderZhipu AI | Provider model IDglm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderOpenCode | Provider model IDglm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderVercel AI Gateway | Provider model IDzai/glm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context200K | Updated |
| ProviderEden AI | Provider model IDzai/glm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context202.8K | Updated |
| ProviderTempr Gateway | Provider model IDzai/glm-4.6 | Regionglobal | Input / 1M$0.60 | Output / 1M$2.2 | Context204.8K | Updated |
| ProviderPoe | Provider model IDnovita/glm-4.6 | Regionglobal | Input / 1M$0.6061 | Output / 1M$2.22 | Context0 | Updated |
GLM 4.6 Runtime Performance
Provider-specific output speed and catalog latency for GLM-4.6. Runtime does not affect the capability score.
No runtime data
No provider-specific speed or latency record is linked to the default version yet.
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
GLM 4.6 Specifications
Technical details for the model's default version.
- Version
- GLM-4.6
- Released
- Sep 30, 2025
- Knowledge cutoff
- Unknown
- Parameters
- 357B
- Context window
- 202.8K
- Max output
- 202.8K
- Inputs
- image, text, video
- Outputs
- text
- Open weights
- No
- License
- MIT
GLM 4.6 Versions
Available versions of this model. The score column identifies the version used in the overall ranking.
Sort by
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionGLM-4.6 | Released | LLMBoard51.45 | Parameters357B | Context202.8K | Max output202.8K | Open weightsNo | LicenseMIT |
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What is GLM 4.6?
Key information about GLM 4.6 and its available data.
5 across coding, reasoning, agent capabilities, and writing. 6% win rate.
Data as of 2026-10-22.
FAQ
Common questions about GLM 4.6.
When was GLM 4.6 released?
GLM 4.6's default version was released on Sep 30, 2025.
How much does GLM 4.6 cost?
GLM 4.6's official API price is $0.60 per million input tokens and $2.2 per million output tokens via Zhipu AI. The lowest tracked third-party offer starts at $0.274 input and $1.1 output via AIHubMix.
Who created GLM 4.6?
GLM 4.6 was created by Zhipu AI.
What is the context window for GLM 4.6?
The default version has a 202.8K token context window.
Is GLM 4.6 open weight?
No. The default version is not marked as having publicly available weights.
How many API providers offer GLM 4.6?
28 provider offerings are linked to the default version.