Model Profile

Arch-Agent-32B

Name: Arch-Agent-32B
Rating: 2.4 (44 reviews)
Author: katanemo

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: katanemo/Arch-Agent-32B

Author: katanemo

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 11

Avg confidence: 35.3%

Evidence points: 44

Raw rows: 83

Weighted rows: 4

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 29

Intelligence Profile

Dimension Breakdown

IQ0 benchmarks

No iq benchmarks found

Insufficient data

EQ8 benchmarks

50.0%*

Accuracy3 benchmarks

56.7%*

Creativity0 benchmarks

No creativity benchmarks found

Insufficient data

Based0 benchmarks

No based benchmarks found

Insufficient data

* Low confidence — limited benchmark evidence for this dimension

2/5 dimensions scored · Last updated Apr 21, 2026

Benchmark Signals

Click through to the benchmark source behind this model profile.

BFCL Multi-turn Official

Multi Turn Acc

6.8%

Normalized value 70.1% · confidence 100.0%

Strongest impact in Casual chat companion

bfcl_multiturn_official.multi_turn_acc · Apr 1, 2026

BFCL Relevance Detection Official

Relevance Detection

6.0%

Normalized value 81.3% · confidence 100.0%

Strongest impact in Casual chat companion

bfcl_relevance_detection_official.relevance_detection · Apr 1, 2026

BFCL Memory Official

Memory Acc

3.0%

Normalized value 26.1% · confidence 100.0%

Strongest impact in Adult ERP roleplay (explicit)

bfcl_memory_official.memory_acc · Apr 1, 2026

BFCL Relevance Detection Official

Irrelevance Detection

2.4%

Normalized value 81.0% · confidence 100.0%

Strongest impact in Casual chat companion

bfcl_relevance_detection_official.irrelevance_detection · Apr 1, 2026

Some fit rows have limited benchmark evidence.

1 of 11 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

Weighted Measurements

Weighted Sources

Raw Source Coverage

bfcl_adjacent_public 30bfcl_overall 30toolace_api_heavy_benchmark 12bfcl_multiturn_official 5bfcl_memory_official 4bfcl_relevance_detection_official 2

Weighted Source Coverage

bfcl_relevance_detection_official 2bfcl_memory_official 1bfcl_multiturn_official 1

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Casual chat companion use_case.companion.casual_chat	companion	23.8%	41.2%	4	BFCL Multi-turn Official: Multi Turn Acc
Life coaching and goal planning use_case.companion.life_coaching	companion	23.8%	41.2%	4	BFCL Multi-turn Official: Multi Turn Acc
Tarot-style reading use_case.spiritual.tarot_reading	companion	23.8%	41.2%	4	BFCL Multi-turn Official: Multi Turn Acc
Empathetic support chat use_case.companion.empathy_support_chat	companion	23.1%	40.0%	4	BFCL Multi-turn Official: Multi Turn Acc
Mindfulness and meditation scripts use_case.wellness.mindfulness_scripts	companion	23.0%	39.8%	4	BFCL Multi-turn Official: Multi Turn Acc
Adult ERP roleplay (explicit) use_case.adult.erp_roleplay	adult	19.6%	36.3%	4	BFCL Multi-turn Official: Multi Turn Acc
SFW roleplay and simulation use_case.creative.sfw_roleplay_simulation	creative	18.9%	34.3%	4	BFCL Multi-turn Official: Multi Turn Acc
NPC dialogue use_case.gaming.npc_dialogue	creative	18.3%	33.1%	4	BFCL Multi-turn Official: Multi Turn Acc
Interactive fiction / DM use_case.creative.interactive_fiction_dm	creative	18.3%	33.1%	4	BFCL Multi-turn Official: Multi Turn Acc
Adult erotica (long-form, explicit) use_case.adult.erotica_longform	adult	18.2%	33.0%	4	BFCL Multi-turn Official: Multi Turn Acc
Language conversation partner use_case.lang.conversation_partner	education	8.5%	15.1%	4	BFCL Multi-turn Official: Multi Turn Acc