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Supply Chain & Logistics

How much does an AI agent cost to run Delay Notifications?

Token cost benchmark for an autonomous Delay Notifications agent, across 26 models. Prices as of 26 Jul 2026.

An agent for Delay Notifications on the clean path costs about $0.0238 to $1.65 per outcome depending on the model, around 21x the cost of a single chat message. At 10,000 outcomes a month that is roughly $238 to $16,530.
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Cost per outcome by model

Model$/1M in$/1M outCost / outcomeCost / month*
GPT-4o mini$0.15$0.60$0.0238$238
Llama 4 Maverick$0.27$0.85$0.0413$413
Gemini 2.5 Flash$0.30$2.50$0.0562$562
DeepSeek V4$0.43$0.87$0.0633$633
GPT-4.1 mini$0.40$1.60$0.0635$635
Mistral Large 3$0.50$1.50$0.0760$760
Qwen3.5 397B$0.60$3.60$0.103$1,031
Kimi K2.6$0.95$4.00$0.152$1,521
Claude Haiku 4.5$1.00$5.00$0.165$1,653
Grok 4.3$1.25$2.50$0.182$1,819
Qwen3.7 Max$1.25$3.75$0.190$1,901
GLM-5.2$1.40$4.40$0.214$2,143
Gemini 2.5 Pro$1.25$10.00$0.231$2,314
Mistral Medium 3.5$1.50$7.50$0.248$2,480
Gemini 3.5 Flash$1.50$9.00$0.258$2,579
GPT-4.1$2.00$8.00$0.317$3,174
Claude Sonnet 5$2.00$10.00$0.331$3,306
GPT-4o$2.50$10.00$0.397$3,968
GPT-5.4$2.50$15.00$0.430$4,298
GPT-5.6 Terra$2.50$15.00$0.430$4,298
Claude Sonnet 4.6$3.00$15.00$0.496$4,959
Kimi K3$3.00$15.00$0.496$4,959
Claude Opus 4.8$5.00$25.00$0.827$8,265
GPT-5.5$5.00$30.00$0.860$8,595
GPT-5.6 Sol$5.00$30.00$0.860$8,595
Claude Fable 5$10.00$50.00$1.65$16,530

*At 10,000 outcomes per month. Cheapest model highlighted.

What this agent does

The clean-path steps this benchmark prices:

  1. Classify Delay
  2. Notification warranted?
  3. Identify Recipients
  4. Draft Notifications
  5. Policy & Tone Check
  6. Commitment flag?
  7. Confidence high?
  8. Send Notifications

What drives the cost

This path runs 8 steps: 3 tool calls, 2 reasoning steps and 3 decision points. Tool steps make two model calls each, and the agent re-reads its growing context on every call. That compounding is why one Delay Notifications outcome costs about 21x a single chat message ($0.496 on Claude Sonnet 4.6), not the price of one message.

Why these numbers matter.

How this benchmark is calculated

These figures are modeled estimates, not metered bills. We price a generic, representative Delay Notifications workflow across 26 models using the same cost engine as the live estimator, at each model’s published list price (checked 26 Jul 2026), under documented default assumptions for planning loops, tool calls, memory retrieval, sub-agents and context size. Your own process will differ, so use these as starting points, tune the assumptions in the estimator, and validate against your real usage. Illustrative estimates, not financial advice.

Frequently asked questions

How much does an AI agent cost to run Delay Notifications?

On the clean path with default assumptions, an agent for Delay Notifications costs about $0.0238 to $1.65 per outcome depending on the model, or roughly $238 to $16,530 per month at 10,000 outcomes. The cheapest model here is GPT-4o mini at $0.0238; the most expensive is Claude Fable 5 at $1.65.

Why does an AI agent cost more than a single chatbot message?

An agent does not make one model call. It plans, calls tools, retrieves context and re-reads its growing working context on every step. For Delay Notifications that adds up to about 21x the cost of a single chat message.

Which model is cheapest for Delay Notifications?

Across the 26 models benchmarked, GPT-4o mini is cheapest at $0.0238 per outcome and Claude Fable 5 is the most expensive at $1.65. A cheaper model is not always the right choice, but it sets the floor for this workflow.

How can I reduce the cost of an agent for Delay Notifications?

The biggest levers are prompt caching on the base context, fewer planning loops, smaller tool results, less retrieval, and choosing a cheaper model where quality allows. You can test each lever in the live estimator.

What is this Delay Notifications benchmark based on?

These are modeled estimates, not metered bills. Each figure prices a generic, representative Delay Notifications workflow across 26 models with the same cost engine as the live estimator, at each model's published list price (checked 26 Jul 2026), under documented default assumptions for planning loops, tool calls, memory retrieval, sub-agents and context size. Your own process will differ, so treat these as starting points, tune them in the estimator, and validate against your own usage.

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