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Showing 21 agents in this category for fair comparison.
CodeAider15CodeCline15CodeContinue.dev15CodeWindsurf15CodeGitHub Copilot15CodeDeepSeek R115CodeBolt.new15CodeCursor15CodeNanobot13CodeSupermaven12CodeOpenRouter12CodeTabnine12CodeLovable12CodeGroq12CodeCodestral by Mistral12CodeClaude Code12CodeJules by Google12CodeReplit AI Agent12CodeDevin12CodeVercel v012CodeAmazon Q Developer12
Market12
Trust19
Trend51.35
Votes50%
0
Watch
0
Votes
41
Views
Market15
Trust24
Trend50.45
Votes50%
0
Watch
0
Votes
46
Views
Market12
Trust19
Trend50.4
Votes50%
0
Watch
0
Votes
38
Views
Market14
Trust19
Trend51.45
Votes50%
0
Watch
0
Votes
30
Views
Side-by-Side Comparison
| Feature | NotebookLM | Ollama | Augment Code | Python Telegram Bot |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Reviewed |
| Pricing | freemium | open source | paid | free |
| Deployment | web app | desktop | browser extension | sdk |
| Review Level | Reviewed | Reviewed | Reviewed | Reviewed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 12 | 15 | 12 | 14 |
| Trust Score | 19 | 24 | 19 | 19 |
| Trend Score | 51.35 | 50.45 | 50.4 | 51.45 |
| Watchers | 0 | 0 | 0 | 0 |
| Page Views | 41 | 46 | 38 | 30 |
| Upvotes | 0 | 0 | 0 | 0 |
| Country | US | US | US | — |
| Founded | — | — | — | — |
| Agent Type | assistant | assistant | copilot | bot |
| Model Stack | gemini-2.5-pro gemini-2.5-flash | llama-4 deepseek-v3 gemma-3 | claude-opus-4.6 claude-sonnet-4.6 gpt-5 | |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | notebooklm.google.com | ollama.com | augmentcode.com | python-telegram-bot.org |
Score Factor Breakdown
| Factor (weight) | NotebookLM | Ollama | Augment Code | Python Telegram Bot |
|---|---|---|---|---|
| Trust Score (25%) | 19% | 24% | 19% | 19% |
| 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%) | 55% | 80% | 55% | 80% |