cost comparison AI model providers
AI Search Visibility Analysis
Analyze how brands appear across multiple AI search platforms for a specific prompt
Total Mentions
Total number of times a brand appears
across all AI platforms for this prompt
Platform Presence
Number of AI platforms where the brand
was mentioned for this prompt
Linkbacks
Number of times brand website was
linked in AI responses
Sentiment
Overall emotional tone when brand is
mentioned (Positive/Neutral/Negative)
Brand Performance Across AI Platforms
| BRAND | TOTAL MENTIONS | PLATFORM PRESENCE | LINKBACKS | SENTIMENT | SCORE |
|---|---|---|---|---|---|
1Google | 10 | 0 | 95 | ||
2OpenAI | 16 | 0 | 93 | ||
3Anthropic | 9 | 0 | 82 | ||
4DeepSeek | 5 | 0 | 75 | ||
5TARS | 2 | 0 | 68 | ||
6ModelBooth | 2 | 0 | 66 | ||
7HubSpot | 1 | 0 | 63 | ||
8AWS | 1 | 0 | 63 | ||
9Azure | 1 | 0 | 63 |
Strategic Insights & Recommendations
Dominant Brand
OpenAI and Google emerge as the most frequently discussed providers, with OpenAI's GPT models and Google's Gemini receiving detailed coverage across all platforms.
Platform Gap
ChatGPT focuses on specific model comparisons, Perplexity provides comprehensive pricing tables, while Google AIO emphasizes total cost of ownership and deployment considerations.
Link Opportunity
All platforms reference external pricing comparison tools like llm-price.com and llmarena.ai, indicating opportunities for calculator and comparison tool partnerships.
Key Takeaways for This Prompt
Token-based pricing is the standard model across all major AI providers with separate input and output costs.
Google Gemini offers the most cost-effective solution for high-volume applications with competitive per-token rates.
OpenAI provides tiered pricing from budget-friendly GPT-4o Mini to premium GPT-4.5 for different use cases.
Total cost of ownership includes infrastructure, deployment, and maintenance beyond simple per-token pricing.
AI Search Engine Responses
Compare how different AI search engines respond to this query
ChatGPT
BRAND (9)
SUMMARY
Comprehensive comparison of AI model pricing from major providers including OpenAI (GPT-4o at $5-15 per million tokens), Anthropic (Claude 4 Opus at $15-75 per million tokens), Google (Gemini 2.0 Flash-Lite at $0.019-0.30 per million tokens), and DeepSeek (R1 at $0.55-2.19 per million tokens). ModelBooth offers unlimited access to 300+ models for $10/month. Higher-priced models offer superior performance while budget options like Gemini and DeepSeek provide cost-effective solutions.
Perplexity
BRAND (9)
SUMMARY
Detailed cost analysis of 2025 AI model providers with token-based pricing. Google Gemini-2.5 Pro offers competitive rates at $2.50-15 per 1K tokens with 1M context length. OpenAI GPT-4o costs $2.50-10 per 1K tokens, while GPT-4.5 is significantly more expensive at $75-150 per 1K tokens. DeepSeek R1 and LLaMA 4 provide low-cost open-source alternatives. Context length varies widely affecting suitability for different applications.
REFERENCES (10)
Google AIO
BRAND (9)
SUMMARY
AI model pricing varies significantly based on deployment method and usage patterns. Custom chatbots cost $20,000+ while pre-built solutions range $99-1,500/month. Cloud hosting is 2-3x more expensive than on-premise but offers convenience. Infrastructure costs include NVIDIA H100 GPUs at $15,000-40,000 each or $11/hour cloud rental. Additional costs include data preparation ($10,000-90,000), deployment, and 20-30% ongoing maintenance fees.
Share Report
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