Model Profile

GLM-4.6

Name: GLM-4.6
Rating: 4.3 (104 reviews)
Author: zai-org

4,096 ctxOpen weights

Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.

Identity

ID: zai-org/GLM-4.6

Author: zai-org

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 12

Avg confidence: 42.0%

Evidence points: 104

Raw rows: 210

Weighted rows: 21

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 83,738

Intelligence Profile

Dimension Breakdown

IQ2 benchmarks

61.3%*

EQ8 benchmarks

93.3%*

Accuracy6 benchmarks

83.8%*

Creativity2 benchmarks

77.1%*

Based1 benchmark

53.0%*

* Low confidence — limited benchmark evidence for this dimension

5/5 dimensions scored · Last updated Apr 14, 2026

Benchmark Signals

Click through to the benchmark source behind this model profile.

BFCL Memory Official

Memory Acc

11.6%

Normalized value 99.6% · confidence 100.0%

Strongest impact in Adult ERP roleplay (explicit)

bfcl_memory_official.memory_acc · Apr 1, 2026

BFCL Multi-turn Official

Multi Turn Acc

8.5%

Normalized value 87.9% · confidence 100.0%

Strongest impact in Casual chat companion

bfcl_multiturn_official.multi_turn_acc · Apr 1, 2026

BFCL Relevance Detection Official

Relevance Detection

5.6%

Normalized value 75.0% · confidence 100.0%

Strongest impact in Casual chat companion

bfcl_relevance_detection_official.relevance_detection · Apr 1, 2026

UGI Leaderboard

Entertainment

2.8%

Normalized value 86.7% · confidence 100.0%

Strongest impact in Adult ERP roleplay (explicit)

ugi_main.entertainment · Apr 1, 2026

BFCL Relevance Detection Official

Irrelevance Detection

2.5%

Normalized value 84.0% · confidence 100.0%

Strongest impact in Casual chat companion

bfcl_relevance_detection_official.irrelevance_detection · Apr 1, 2026

UGI Leaderboard

Writing ✍️

2.5%

Normalized value 68.2% · confidence 100.0%

Strongest impact in Adult ERP roleplay (explicit)

ugi_main.writing · Apr 1, 2026

Some fit rows have limited benchmark evidence.

2 of 12 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

210

Weighted Measurements

Weighted Sources

Raw Source Coverage

ugi_main 60bfcl_adjacent_public 30bfcl_overall 30vectara_hhem_leaderboard 21swe_bench_additional_public 12swe_bench_leaderboard 12

Weighted Source Coverage

vectara_hhem_leaderboard 12ugi_main 3bfcl_relevance_detection_official 2bfcl_memory_official 1bfcl_multiturn_official 1matharena_models 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Tarot-style reading use_case.spiritual.tarot_reading	companion	43.3%	50.1%	9	BFCL Memory Official: Memory Acc
Casual chat companion use_case.companion.casual_chat	companion	43.3%	50.1%	9	BFCL Memory Official: Memory Acc
Life coaching and goal planning use_case.companion.life_coaching	companion	43.3%	50.1%	9	BFCL Memory Official: Memory Acc
Empathetic support chat use_case.companion.empathy_support_chat	companion	42.0%	48.7%	9	BFCL Memory Official: Memory Acc
Mindfulness and meditation scripts use_case.wellness.mindfulness_scripts	companion	41.9%	48.5%	9	BFCL Memory Official: Memory Acc
Adult ERP roleplay (explicit) use_case.adult.erp_roleplay	adult	41.3%	47.7%	9	BFCL Memory Official: Memory Acc
SFW roleplay and simulation use_case.creative.sfw_roleplay_simulation	creative	37.8%	43.7%	9	BFCL Memory Official: Memory Acc
Adult erotica (long-form, explicit) use_case.adult.erotica_longform	adult	37.0%	42.7%	9	BFCL Memory Official: Memory Acc
NPC dialogue use_case.gaming.npc_dialogue	creative	36.4%	42.1%	9	BFCL Memory Official: Memory Acc
Interactive fiction / DM use_case.creative.interactive_fiction_dm	creative	36.4%	42.1%	9	BFCL Memory Official: Memory Acc
Language conversation partner use_case.lang.conversation_partner	education	15.9%	19.0%	7	BFCL Memory Official: Memory Acc
Long-form story co-author use_case.creative.longform_story	creative	15.7%	19.2%	7	BFCL Multi-turn Official: Multi Turn Acc