AI pricing can be confusing. Per-seat? Per-token? Per-resolution? This comprehensive guide breaks down pricing for every major AI platform, helping you calculate actual costs and find the best value for your specific use case. If you only want today’s numbers, our research index answers how much an AI agent costs, every list price linked to the vendor page it came from. This page is for weighing the platforms against each other.
Key Takeaway
The cheapest AI isn't always the best value. A platform that costs twice as much but delivers 3x the productivity gains is the smarter investment. Focus on ROI, not just price.
Conversational AI Pricing
Claude (Anthropic)
Consumer Plans (claude.ai):
- Free: Limited Claude Sonnet 5 access, 5 projects
- Pro ($17/month annual, $20 monthly): Priority access, unlimited projects, all features
Business Plans:
- Team ($20/user/month annual, $25 monthly): Collaboration, admin controls, shared workspaces
- Enterprise (Custom): SSO, custom retention, dedicated support
Where these numbers come from
Every API rate below is read from the vendor’s own public pricing page and recorded with the date it was collected, no estimates, no averaging, no third-party aggregation. The full table, with the source link behind each figure, is our AI agent pricing index:25 line items across 10 vendors, last verified 2026-10-11. List prices change without notice, so treat any figure here as accurate as of that date.
API Pricing (per 1M tokens):
- Claude Haiku 5.5: $0.10 input / $0.50 output (fastest, cheapest), prompts up to 100K tokens; $0.50 / $2.50 above that
- Claude Sonnet 5.5: $2.00 input / $10.00 output (best balance)
- Claude Opus 5.5: $4.00 input / $20.00 output (most capable)
- Claude Fable 5.1: $10.00 input / $50.00 output (frontier)
- Legacy, still available: Haiku 4.5 ($1.00 / $5.00), Sonnet 5 ($2.00 / $10.00, its planned rise to $3.00 / $15.00 was cancelled), Opus 5 ($5.00 / $25.00), Fable 5 ($10.00 / $50.00)
Token Economics
1 million tokens is roughly 750,000 words. For most business applications, Claude Sonnet offers the best balance of capability and cost.
ChatGPT (OpenAI)
Consumer Plans:
- Free: GPT-5.6-luna unlimited, GPT-5.6-terra limited
- Plus ($20/month): Higher GPT-5.6-terra limits, image generation, voice
Business Plans:
- Business ($20/user/month annual, $25 monthly, formerly Team): Workspace, higher limits, admin
- Enterprise (Custom): Unlimited GPT-5.6, SSO, advanced security
API Pricing (per 1M tokens):
- gpt-6-luna: $0.10 input / $0.50 output (cheapest)
- gpt-6.1-sol: $2.00 input / $10.00 output
- gpt-6-astra: $10.00 input / $50.00 output (most capable)
- GPT-5.6-luna / terra / sol: $0.20 / $1.20, $2.00 / $12.00 and $4.00 / $20.00, still listed. All OpenAI figures are standard tier, short context
Gemini (Google)
Consumer Plans:
- Free: Basic Gemini access
- AI Plus ($4.99/month): Entry paid tier
- AI Pro ($19.99/month): Gemini 3.1 Pro
- AI Ultra (from $99.99/month): Highest limits
API Pricing (per 1M tokens):
- Gemini 3.5 Flash-Lite: $0.30 input / $2.50 output (fastest)
- Gemini 3.8 Flash: $0.75 input / $3.75 output through December 31, 2026; $1.50 / $7.50 from January 1, 2027
- Gemini 3.1 Pro Preview: $2.00 input / $12.00 output (balanced)
Also worth pricing against:
- DeepSeek-V4.1-Flash: $0.15 input / $0.60 output off-peak; peak doubles both
- DeepSeek-V4-pro: $0.66 input / $1.98 output off-peak; peak doubles both
Code Assistant Pricing
GitHub Copilot
- Pro ($10/month): Full features, personal use
- Pro+ ($39/month): Higher limits, premium models
- Max ($100/user/month): Top individual tier (new)
- Business ($19/user/month): Org management, license control
- Enterprise ($39/user/month): Fine-tuning, self-hosted option
Cursor
- Free: Limited AI requests
- Pro ($20/month): Unlimited premium model requests
- Business ($40/user/month): Team features, analytics
Amazon CodeWhisperer
- Individual: Free (usage limits apply)
- Professional ($19/user/month): Admin controls, security features
Other Code Assistants
- Codeium Individual: Free (unlimited)
- Codeium Teams: $12/user/month
- Tabnine Pro: $12/month
- Tabnine Enterprise: Custom pricing
Automation Platform Pricing
Zapier
- Free: 100 tasks/month, 5 Zaps
- Starter ($29.99/month): 750 tasks, 20 Zaps
- Professional ($73.50/month): 2,000 tasks, unlimited Zaps
- Team ($103.50/month): 50,000 tasks, shared workspace
- Enterprise: Custom pricing
Make (Integromat)
- Free: 1,000 operations/month
- Core ($10.59/month): 10,000 operations
- Pro ($18.82/month): 10,000 operations + advanced features
- Teams ($34.12/month): Team collaboration
- Enterprise: Custom pricing
n8n
- Self-hosted: Free forever, unlimited
- Starter ($24/month): 2,500 executions, 5 workflows
- Pro ($60/month): 10,000 executions, 15 workflows
- Enterprise: Custom pricing
Pro Tip: For high-volume automation, self-hosted n8n on a $20/month VPS provides unlimited executions, potentially saving thousands annually compared to cloud platforms.
AI Search Pricing
Perplexity AI
- Free: 5 Pro searches/day
- Pro ($20/month): Unlimited Pro searches, file upload, API
- Enterprise: Custom pricing
You.com
- Free: Basic search
- Pro ($15/month): Advanced modes, no ads
- Team: Custom pricing
Customer Service AI Pricing
Intercom Fin
- Platform: Starting $74/month
- Fin AI: $0.99 per resolution
Zendesk AI
- Suite Team ($55/agent/month): Basic AI
- Suite Growth ($89/agent/month): Advanced AI
- Suite Professional ($115/agent/month): Full AI suite
- Enterprise: Custom AI models
Freshdesk Freddy AI
- Growth ($15/agent/month): Basic Freddy
- Pro ($49/agent/month): Advanced Freddy
- Enterprise ($79/agent/month): Full Freddy AI
Marketing AI Pricing
Jasper
- Creator ($49/month): 1 user, 1 brand voice
- Pro ($69/month): Advanced features
- Business: Custom pricing, teams, API
Copy.ai
- Free: 2,000 words/month
- Pro ($49/month): Unlimited words
- Enterprise: Custom pricing
Surfer SEO
- Essential ($89/month): 30 articles
- Scale ($129/month): 100 articles
- Scale AI ($219/month): AI Writer included
- Enterprise: Custom pricing
Real-World Cost Scenarios
Startup (10 employees)
Startup AI Stack (Budget-Conscious):
ChatGPT Plus (5 users) $100/month
GitHub Copilot Pro (3) $30/month
Zapier Starter $30/month
Perplexity Pro (2 users) $40/month
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Total $200/month ($2,400/year)
Alternative: Claude-First Stack
Claude Pro (5 users) $100/month
Cursor Pro (3 users) $60/month
n8n Self-hosted $20/month (VPS)
Perplexity Pro (2 users) $40/month
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Total $220/month ($2,640/year)SMB (50 employees)
SMB AI Stack (25 AI users):
ChatGPT Business (25 users) $625/month
GitHub Copilot Business (10) $190/month
Zapier Professional $74/month
Jasper Pro (3 users) $207/month
Perplexity Pro (5 users) $100/month
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Total $1,196/month ($14,352/year)
Per-user cost: ~$48/monthEnterprise (500 employees)
Enterprise AI Stack (200 AI users):
ChatGPT Enterprise ~$8,000/month (estimate)
GitHub Copilot Enterprise $7,800/month
Zapier Enterprise ~$2,000/month
Intercom + Fin ~$3,000/month
Jasper Business ~$2,000/month
Surfer Enterprise ~$500/month
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Total ~$23,300/month ($279,600/year)
Per-user cost: ~$117/monthCost Optimization Strategies
API vs. Seat Pricing
For high-volume, programmatic use, APIs are often cheaper than seat licenses:
Example: 100 employees needing AI writing assistance
Seat-based approach:
Jasper Pro (100 users) = $6,900/month
API-based approach:
Claude API (estimated 50M tokens/month) = $750/month
Custom interface development = $5,000 one-time
Break-even: Less than 1 monthSmart Model Selection
Cost Optimization by Task:
Simple tasks (classification, extraction):
→ gpt-6-luna or Claude Haiku 5.5 ($0.10/1M), DeepSeek-V4.1-Flash ($0.15/1M off-peak)
Standard tasks (writing, analysis):
→ gpt-6.1-sol ($2.00/1M) or Claude Sonnet 5.5 ($2.00/1M)
Complex tasks (reasoning, coding):
→ Claude Opus 5.5 ($4.00/1M) or GPT-5.6-sol ($4.00/1M)
Potential savings: 50-80% with proper model routingUsage Monitoring
- Track usage by team/project
- Identify unused seats monthly
- Set up budget alerts
- Review and rightsize quarterly
ROI Calculation Framework
Time Savings ROI
Time Savings ROI Formula:
Annual Value = (Hours saved/week) × (Hourly cost) × (Users) × 52
Example:
- Hours saved per user: 5 hours/week
- Loaded hourly cost: $50
- Users: 50
- Annual value: 5 × $50 × 50 × 52 = $650,000
Annual cost: $14,352 (SMB stack from above)
ROI: ($650,000 - $14,352) / $14,352 = 4,429%Revenue Impact ROI
Sales AI ROI Example:
Before AI:
- Proposals per rep/week: 3
- Win rate: 25%
- Average deal: $50,000
After AI:
- Proposals per rep/week: 8 (+167%)
- Win rate: 30% (+20%)
- Average deal: $50,000
Monthly impact per rep:
Before: 3 × 4 × 25% × $50,000 = $150,000
After: 8 × 4 × 30% × $50,000 = $480,000
Lift: $330,000/rep/month
AI cost per rep: ~$100/month
ROI: 329,900%Enterprise Negotiation Tips
- Commit annually for 15-25% discounts
- Bundle products from same vendor for better rates
- Negotiate usage tiers based on projected growth
- Ask about startup/nonprofit discounts if applicable
- Time purchases to vendor quarter-end for flexibility
- Pilot before commit to validate value
Conclusion
AI pricing varies dramatically based on platform, scale, and use case. The key is matching your specific needs to the right pricing model, whether that's per-seat for broad access, per-token for programmatic use, or per-resolution for customer service.
Key Takeaway
Don't optimize purely for cost. A $50/user AI tool that saves 10 hours/month delivers far better value than a $20/user tool that saves 3 hours/month. Calculate ROI, not just price.
Need help selecting and negotiating AI tools for your organization? Contact our team for a free consultation on building a cost-effective AI stack. You can also browse our full AI tools directory with pricing, reviews, and implementation details for 45+ platforms.