Scenario Workload Preset
Customer Support Chatbot Cost Estimator
Estimate monthly API token costs for conversational customer service agents handling high-volume user interactions.
Input Tokens / Req
1,500
Output Tokens / Req
350
Monthly Volume
25,000 reqs
Prompt Cache Hit Ratio
30% cached
Estimated Monthly Spend by Model
Simulated at 25,000 requests/mo with 1,500 in / 350 out.
| Foundation Model | Base Rate / 1M | Estimated Spend / Mo | Prompt Cache Savings | Action |
|---|---|---|---|---|
Claude Haiku 5.5Recommended Anthropic • 1000k context | In: $0.1/1M Out: $0.5/1M | $7.11 | -$1.01 | Customize → |
GLM 5.3 FlashRecommended Zhipu AI • 1311k context | In: $0.15/1M Out: $0.5/1M | $8.65 | -$1.35 | Customize → |
Ling 3.0 Flash InclusionAI • 262k context | In: $0.021/1M Out: $0.063/1M | $1.15 | -$0.19 | Customize → |
Ling 3.1 Flash InclusionAI • 262k context | In: $0.075/1M Out: $0.225/1M | $4.11 | -$0.67 | Customize → |
Mercury 3 Inception • 1000k context | In: $0.1/1M Out: $0.35/1M | $5.80 | -$1.01 | Customize → |
MiMo-V2.6 Flash Xiaomi • 1050k context | In: $0.14/1M Out: $0.28/1M | $6.16 | -$1.54 | Customize → |
Llama 4 Scout Meta • 1300k context | In: $0.1/1M Out: $0.3/1M | $6.38 | — | Customize → |
Nemotron 3.5 Super VL NVIDIA • 1049k context | In: $0.1/1M Out: $0.4/1M | $7.03 | -$0.22 | Customize → |
GPT-6 Luna OpenAI • 1050k context | In: $0.1/1M Out: $0.5/1M | $7.11 | -$1.01 | Customize → |
Qwen 3.8 Flash Qwen • 1000k context | In: $0.15/1M Out: $0.47/1M | $8.23 | -$1.51 | Customize → |
DeepSeek V4.1 Flash DeepSeek • 1049k context | In: $0.15/1M Out: $0.6/1M | $9.22 | -$1.65 | Customize → |
MiniMax M3.1 Flash MiniMax • 1049k context | In: $0.15/1M Out: $0.6/1M | $9.36 | -$1.52 | Customize → |
Llama 4 Maverick Meta • 1000k context | In: $0.1875/1M Out: $0.6525/1M | $11.19 | -$1.55 | Customize → |
GLM 5.3 Zhipu AI • 1311k context | In: $0.0699/1M Out: $1.4/1M | $14.86 | -$0.01 | Customize → |
MiMo-V2.6 Pro Xiaomi • 1050k context | In: $0.435/1M Out: $0.87/1M | $19.07 | -$4.85 | Customize → |
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