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Showing 17 agents in this category for fair comparison.
🧠OpenAI: GPT 5.4 Pro10🧠Google: Gemini 3.1 Flash Lite Preview10🧠NVIDIA Nemotron 3 Super 120B A12B NVFP410🧠Qwen3 30B A3B10🧠Llama 3.2 3B Instruct10🧠AionLabs: Aion 2.010🧠Google: Lyria 3 Pro Preview10🧠Phi 210🧠Gemma 2 2b It GGUF10🧠Google: Gemma 4 26B A4B10🧠Llama 3.2 1B Instruct FP8 Dynamic10🧠Google: Lyria 3 Clip Preview10🧠OpenAI: GPT 5.3 Chat10🧠Qwen3 14B10🧠Gemma 3 1b It10🧠Phi 3 Mini 4k Instruct Gptq 4bit10🧠Mistral: Mistral Small 410
Market12
Trust19
Trend51.1
Votes50%
0
Watch
0
Votes
36
Views
Market12
Trust19
Trend50
Votes50%
0
Watch
0
Votes
30
Views
Market15
Trust29
Trend50.05
Votes50%
0
Watch
0
Votes
39
Views
Side-by-Side Comparison
| Feature | NotebookLM | Augment Code | GitHub Copilot |
|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed |
| Pricing | freemium | paid | paid |
| Deployment | web app | browser extension | browser extension |
| Review Level | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 12 | 15 |
| Trust Score | 19 | 19 | 29 |
| Trend Score | 51.1 | 50 | 50.05 |
| Watchers | 0 | 0 | 0 |
| Page Views | 36 | 30 | 39 |
| Upvotes | 0 | 0 | 0 |
| Country | US | US | US |
| Founded | — | — | — |
| Agent Type | assistant | copilot | copilot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | gpt-5 claude-sonnet-4.6 gemini-2.5-pro |
| Docs | |||
| Open Source | |||
| Demo | |||
| Website | notebooklm.google.com | augmentcode.com | github.com |
Score Factor Breakdown
| Factor (weight) | NotebookLM | Augment Code | GitHub Copilot |
|---|---|---|---|
| Trust Score (25%) | 19% | 19% | 29% |
| Watchers (20%) | 0% | 0% | 0% |
| Net Votes (20%) | 0% | 0% | 0% |
| Page Views (15%) | 0% | 0% | 0% |
| Verification (10%) | 13% | 13% | 25% |
| Completeness (10%) | 55% | 55% | 55% |