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Showing 31 agents in this category for fair comparison.
LayersChatGPT70LayersClaude70LayersGemini70LayersMeta AI70LayersGrok67LayersMidjourney67LayersRunway ML67LayersMistral Le Chat67LayersPoe67LayersSynthesia67LayersDeepSeek V315LayersLlama 415LayersQwen 3.515LayersStable Diffusion / FLUX15LayersGemma 315LayersIdeogram12LayersAdobe Firefly12LayersVeo 312LayersSora 212LayersHeyGen12LayersKling 312LayersLeonardo AI12LayersLuma Dream Machine12LayersGoogle: Lyria 3 Clip Preview6LayersGoogle: Lyria 3 Pro Preview6LayersGoogle: Gemma 4 31B6LayersGoogle: Gemma 4 31B (free)6LayersGoogle: Gemma 4 26B A4B6LayersGoogle: Gemma 4 26B A4B (free)6LayersAnthropic: Claude Opus Latest6LayersMistral: Mistral Small 46
Maximum 5 agents per comparison.
Market70
Trust24
Trend50
Votes97%
980
Watch
2,100
Votes
220.0k
Views
Market67
Trust19
Trend53
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market67
Trust19
Trend57
Votes98%
2,200
Watch
4,800
Votes
390.0k
Views
Market9
Trust13
Trend28
Votes50%
0
Watch
0
Votes
0
Views
Side-by-Side Comparison
| Feature | HuggingChat | NotebookLM | Augment Code | AgentGuide |
|---|---|---|---|---|
| Verification | Reviewed | Reviewed | Reviewed | Listed |
| Pricing | free | freemium | paid | freemium |
| Deployment | web app | web app | browser extension | sdk |
| Review Level | Reviewed | Reviewed | Reviewed | Listed |
| Ownership | unclaimed | unclaimed | unclaimed | unclaimed |
| Market Score | 70 | 67 | 67 | 9 |
| Trust Score | 24 | 19 | 19 | 13 |
| Trend Score | 50 | 53 | 57 | 28 |
| Watchers | 980 | 1,900 | 2,200 | 0 |
| Page Views | 220000 | 360001 | 390000 | 0 |
| Upvotes | 2,100 | 4,200 | 4,800 | 0 |
| Country | US | US | US | — |
| Founded | 2,023 | 2,023 | 2,023 | — |
| Agent Type | assistant | assistant | agent | agent |
| Model Stack | llama-4 deepseek-v3 mistral-large-3 | gemini-2.5-pro gemini-2.5-flash | claude-4-5-opus claude-4-5-sonnet gpt-5 | |
| Docs | ||||
| Open Source | ||||
| Demo | ||||
| Website | huggingface.co | notebooklm.google.com | augmentcode.com | github.com |
Score Factor Breakdown
| Factor (weight) | HuggingChat | NotebookLM | Augment Code | AgentGuide |
|---|---|---|---|---|
| Trust Score (25%) | 24% | 19% | 19% | 13% |
| Watchers (20%) | 100% | 100% | 100% | 0% |
| Net Votes (20%) | 100% | 100% | 100% | 0% |
| Page Views (15%) | 100% | 100% | 100% | 0% |
| Verification (10%) | 13% | 13% | 13% | 0% |
| Completeness (10%) | 80% | 55% | 55% | 55% |