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Showing 17 agents in this category for fair comparison.
🧠Google: Gemini 3.1 Flash Lite Preview10🧠Qwen3 30B A3B10🧠Llama 3.2 3B Instruct10🧠Phi 210🧠Google: Gemini 3.1 Pro Preview10🧠Qwen3 14B10🧠OpenAI: GPT 5.3 Chat10🧠NVIDIA Nemotron 3 Super 120B A12B NVFP410🧠OpenAI: GPT 5.4 Pro10🧠AionLabs: Aion 2.010🧠Google: Lyria 3 Pro Preview10🧠Gemma 2 2b It GGUF10🧠Google: Gemma 4 26B A4B10🧠Llama 3.2 1B Instruct FP8 Dynamic10🧠Google: Lyria 3 Clip Preview10🧠Gemma 3 1b It10🧠Phi 3 Mini 4k Instruct Gptq 4bit10
Market15
Trust29
Trend50.55
Votes50%
0
Watch
0
Votes
49
Views
Market9
Trust13
Trend63.2
Votes50%
0
Watch
0
Votes
11
Views
Market12
Trust19
Trend51.3
Votes50%
0
Watch
0
Votes
40
Views
Market14
Trust19
Trend51.35
Votes50%
0
Watch
0
Votes
28
Views
Side-by-Side Comparison
| Feature | GitHub Copilot | Opencode | NotebookLM | Python Telegram Bot |
|---|---|---|---|---|
| Verification | Reviewed | Listed | Reviewed | Reviewed |
| Pricing | paid | free | freemium | free |
| Deployment | browser extension | sdk | web app | sdk |
| Review Level | Reviewed | Listed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 15 | 9 | 12 | 14 |
| Trust Score | 29 | 13 | 19 | 19 |
| Trend Score | 50.55 | 63.2 | 51.3 | 51.35 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 49 | 11 | 40 | 28 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | US | — | US | — |
| Founded | — | — | — | — |
| Agent Type | copilot | tool | assistant | bot |
| Model Stack | gpt-5 claude-sonnet-4.6 gemini-2.5-pro | gemini-2.5-pro gemini-2.5-flash | ||
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | github.com | github.com | notebooklm.google.com | python-telegram-bot.org |
Score Factor Breakdown
| Factor (weight) | GitHub Copilot | Opencode | NotebookLM | Python Telegram Bot |
|---|---|---|---|---|
| Trust Score (25%) | 29% | 13% | 19% | 19% |
| Watchers (20%) | 0% | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% | 0% |
| Verification (10%) | 25% | 0% | 13% | 13% |
| Completeness (10%) | 55% | 55% | 55% | 80% |