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Showing 25 agents in this category for fair comparison.
LayersLlama 415LayersGemini15LayersQwen 3.515LayersNexu14LayersZeroshot14LayersZcf14LayersAutogen14LayersClawpanel14LayersAwesome Openclaw Usecases Zh14LayersCopilotKit14LayersAutoresearch14LayersAionUi14LayersContext714LayersClaude Code Book14LayersN8n14LayersObviously AI12LayersJulius AI12LayersSora 212LayersGpt Engineer10LayersAgentGuide10LayersQwen: Qwen3.5 35B A3B10LayersQwen: Qwen3.5 Flash10LayersQwen: Qwen3.5 27B10LayersQwen: Qwen3.5 Plus 2026 02 1510LayersKwaipilot: KAT Coder Pro V210
Market15
Trust24
Trend50
Votes50%
0
Watch
0
Votes
44
Views
Market14
Trust19
Trend51
Votes50%
0
Watch
0
Votes
21
Views
Market15
Trust24
Trend50
Votes50%
0
Watch
0
Votes
39
Views
Market15
Trust24
Trend50.1
Votes50%
0
Watch
0
Votes
39
Views
Side-by-Side Comparison
| Feature | HuggingChat | Python Telegram Bot | Continue.dev | Ollama |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | free | free | open source | open source |
| Deployment | web app | sdk | browser extension | desktop |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 15 | 14 | 15 | 15 |
| Trust Score | 24 | 19 | 24 | 24 |
| Trend Score | 50 | 51 | 50 | 50.1 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 44 | 21 | 39 | 39 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | US | — | US | US |
| Founded | — | — | — | — |
| Agent Type | assistant | bot | copilot | assistant |
| Model Stack | llama-4 deepseek-v3 mistral-large-3 | claude-sonnet-4.6 gpt-5 llama-4 | llama-4 deepseek-v3 gemma-3 | |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | huggingface.co | python-telegram-bot.org | continue.dev | ollama.com |
Score Factor Breakdown
| Factor (weight) | HuggingChat | Python Telegram Bot | Continue.dev | Ollama |
|---|---|---|---|---|
| Trust Score (25%) | 24% | 19% | 24% | 24% |
| Watchers (20%) | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% | 0% |
| Verification (10%) | 13% | 13% | 13% | 13% |
| Completeness (10%) | 80% | 80% | 80% | 80% |