GPT · Fast / Budget · 1,047.576K context window

GPT 4.1 Nano pricing for customer support bot

$0.000700 per call at 3,000 input / 1,000 output tokens.

Per call

$0.000700

10K calls/mo

$7

Cache savings

75% off input

Batch savings

50% off all

Calculate your GPT 4.1 Nano costs

Adjust token counts, volume, and discount toggles to model your customer support bot spend. Prices verified daily against provider pricing pages.

Configure your usage

3,000
100100K
1,000
5050K
10,000
1001M

Estimated cost

Monthly cost
$7
10,000 calls/month
Cost per call$0.000700
Daily cost$0.2333
Input rate$0.10/MTok
Output rate$0.40/MTok
Analyze your real spend

Quick start

Call GPT 4.1 Nano with the OpenAI Python SDK:

from openai import OpenAI

client = OpenAI()
response = client.chat.completions.create(
    model="gpt-4.1-nano",
    max_tokens=1000,
    messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.000700 per call at standard rates
# Input:  $0.10/MTok
# Output: $0.40/MTok

How GPT 4.1 Nano compares on cost

Per-call cost for all models scoring 50+ on customer support bot benchmarks. Hover for details.

Cheapest viable option: GPT 5.6 Luna at $0.001800/call (-157% less, 85/100 quality).

What drives customer support bot cost

Support bots combine RAG's retrieved context with a chatbot's growing history, so they carry both cost curves at once. Volume is high and margins per conversation are thin, which makes the per-call rate matter more than in almost any other use case here. Caching the knowledge base and product context is the single highest-leverage change.

For GPT 4.1 Nano specifically, that means output tokens cost 4.0x more than input, at $0.40 vs $0.10 per MTok. At this use case’s 3,000/1,000 token split, output accounts for 57% of the $0.000700 per-call cost.

Complete GPT 4.1 Nano pricing breakdown

Standard token rates

Direction$/MTokTokens per call
Input$0.103,000
Output$0.401,000

Prompt caching: 75% off input tokens

Caching drops input cost from $0.10 to $0.03/MTok. For repeated system prompts, that saves $0.000225 per call.

Batch API: 50% off all tokens

Submit requests asynchronously and receive 50% off all token costs. This works best for offline pipelines where latency requirements are flexible.

Monthly cost projections

Monthly volumeCost per callStandard monthlyCached monthlyYou save with caching
10,000 calls$0.000700$7$4.75$2.25
50,000 calls$0.000700$35$23.75$11.25
100,000 calls$0.000700$70$47.5$22.5
500,000 calls$0.000700$350$237.5$112.5
1,000,000 calls$0.000700$700$475$225

GPT 4.1 Nano quality benchmarks for customer support bot

Benchmark data for customer support bot is pending for GPT 4.1 Nano. Test against your own evaluation suite before moving to production.

Performance across all task types

GPT 4.1 Nano scores by task type. Customer Support Bot highlighted.

Task typeConfidence scoreRank out of 72

Confidence scores are a third-party benchmark snapshot from week 29 of 2026. This snapshot is 10 weeks old, so treat the scores as directional and validate against your own evals.

Alternative models for customer support bot

12 models score 80+ on customer support bot benchmarks, sorted by input rate. Cheapest: GPT 5.6 Luna (-157% less, 85/100 quality).

ModelProviderInput $/MTokOutput $/MTokQualityPer callvs GPT
GPT 5.6 LunaGPT$0.20$1.2085/100$0.001800157% more
Claude Haiku 4.5Claude$1.00$5.0086/100$0.0080001043% more
Gemini 3.5 FlashGemini$1.50$9.0084/100$0.01351829% more
Claude Sonnet 5Claude$2.00$10.0089/100$0.01602186% more
GPT 5.6 TerraGPT$2.00$12.0092/100$0.01802471% more
Gemini 3.1 ProGemini$2.00$12.0087/100$0.01802471% more
GPT 5.4GPT$2.50$15.0091/100$0.02253114% more
Claude Sonnet 4.6Claude$3.00$15.0088/100$0.02403329% more
GPT 5.6 SolGPT$4.00$20.0091/100$0.03204471% more
Claude Opus 4.8Claude$5.00$25.0085/100$0.04005614% more
GPT 5.5GPT$5.00$30.0090/100$0.04506329% more
Claude Fable 5Claude$10.00$50.0088/100$0.080011329% more

About GPT 4.1 Nano

Provider

GPT

Tier

Fast / Budget

Context

1,047.576K tokens

Released

Not published

Backfilled on 2026-09-23. Prices confirmed by the provider pricing page and the LiteLLM cross-check. Release date not published in a machine-readable source. Not yet benchmarked, so never recommended.

Other models from GPT

ModelTierInput $/MTokOutput $/MTokContext
GPT 5.5Flagship$5.00$30.001,050K
GPT 5.4Mid-tier$2.50$15.001,050K
GPT 5.6 SolFlagship$4.00$20.00922K
GPT 5.6 TerraMid-tier$2.00$12.00922K
GPT 5.6 LunaFast / Budget$0.20$1.20922K
GPT 3.5 TurboFast / Budget$0.50$1.5016.385K
GPT 3.5 Turbo (0125)Fast / Budget$0.50$1.5016.385K
GPT 4 (0613)Flagship$30.00$60.008.192K
GPT 4 Turbo (2024-04-09)Flagship$10.00$30.00128K
GPT 4.1Mid-tier$2.00$8.001,047.576K
GPT 4.1 MiniFast / Budget$0.40$1.601,047.576K
GPT 4oMid-tier$2.50$10.00128K
GPT 4o (2024-05-13)Flagship$5.00$15.00128K
GPT 4o MiniFast / Budget$0.15$0.60128K
GPT 5Mid-tier$1.25$10.00272K
GPT 5 MiniFast / Budget$0.25$2.00272K
GPT 5 NanoFast / Budget$0.05$0.40272K
GPT 5 ProFlagship$15.00$120.00400K
GPT 5.1Mid-tier$1.25$10.00272K
GPT 5.2Mid-tier$1.75$14.00272K
GPT 5.2 ProFlagship$21.00$168.00272K
GPT 5.4 MiniFast / Budget$0.75$4.50272K
GPT 5.4 NanoFast / Budget$0.20$1.25272K
GPT 5.4 ProFlagship$30.00$180.001,050K
GPT 5.5 ProFlagship$30.00$180.001,050K
GPT 6 AstraFlagship$10.00$50.00922K
GPT 6 LunaFast / Budget$0.10$0.50922K
GPT 6 SolFlagship$2.00$10.00922K
o1Flagship$15.00$60.00200K
o1 ProFlagship$150.00$600.00200K
o3Mid-tier$2.00$8.00200K
o3 MiniFast / Budget$1.10$4.40200K
o3 ProFlagship$20.00$80.00200K
o4 MiniFast / Budget$1.10$4.40200K

You can compare GPT 4.1 Nano head-to-head against any other model on our model comparison pages, or track how pricing has changed over time on the pricing history tracker.

Frequently asked questions

How much does GPT 4.1 Nano cost for customer support bot per API call?

A typical customer support bot call using GPT 4.1 Nano costs about $0.000700 per call. This estimate uses 3,000 input tokens and 1,000 output tokens at standard rates. Standard rates are $0.10 per million input tokens and $0.40 per million output tokens.

Is GPT 4.1 Nano the best model for customer support bot?

Our benchmark data does not yet include a customer support bot ranking for GPT 4.1 Nano. We recommend testing it against your own evaluation criteria before production usage.

What is the cheapest model for customer support bot with good quality?

The most affordable model for customer support bot above 80/100 quality is GPT 5.6 Luna. It comes from GPT at $0.20 per million input tokens. Output costs $1.20 per million tokens with a quality score of 85/100. Switching from GPT 4.1 Nano to GPT 5.6 Luna saves about -157% per API call.

How can I reduce my GPT 4.1 Nano costs for customer support bot?

Three strategies lower GPT 4.1 Nano costs for this task type effectively. Prompt caching gives a 75% discount on input tokens when reusing system prompts. The batch API gives 50% off all tokens for asynchronous processing workloads. Prompt optimization reduces token counts through more concise instructions and context windows. Combining caching with batching brings your cost from $0.000700 to about $0.000088 per call.

How does GPT 4.1 Nano pricing compare to other GPT models?

GPT has 34 other models alongside GPT 4.1 Nano today: GPT 5.5 at $5.00/$30.00 per million tokens (flagship), GPT 5.4 at $2.50/$15.00 per million tokens (mid-tier), GPT 5.6 Sol at $4.00/$20.00 per million tokens (flagship), GPT 5.6 Terra at $2.00/$12.00 per million tokens (mid-tier), GPT 5.6 Luna at $0.20/$1.20 per million tokens (fast / budget), GPT 3.5 Turbo at $0.50/$1.50 per million tokens (fast / budget), GPT 3.5 Turbo (0125) at $0.50/$1.50 per million tokens (fast / budget), GPT 4 (0613) at $30.00/$60.00 per million tokens (flagship), GPT 4 Turbo (2024-04-09) at $10.00/$30.00 per million tokens (flagship), GPT 4.1 at $2.00/$8.00 per million tokens (mid-tier), GPT 4.1 Mini at $0.40/$1.60 per million tokens (fast / budget), GPT 4o at $2.50/$10.00 per million tokens (mid-tier), GPT 4o (2024-05-13) at $5.00/$15.00 per million tokens (flagship), GPT 4o Mini at $0.15/$0.60 per million tokens (fast / budget), GPT 5 at $1.25/$10.00 per million tokens (mid-tier), GPT 5 Mini at $0.25/$2.00 per million tokens (fast / budget), GPT 5 Nano at $0.05/$0.40 per million tokens (fast / budget), GPT 5 Pro at $15.00/$120.00 per million tokens (flagship), GPT 5.1 at $1.25/$10.00 per million tokens (mid-tier), GPT 5.2 at $1.75/$14.00 per million tokens (mid-tier), GPT 5.2 Pro at $21.00/$168.00 per million tokens (flagship), GPT 5.4 Mini at $0.75/$4.50 per million tokens (fast / budget), GPT 5.4 Nano at $0.20/$1.25 per million tokens (fast / budget), GPT 5.4 Pro at $30.00/$180.00 per million tokens (flagship), GPT 5.5 Pro at $30.00/$180.00 per million tokens (flagship), GPT 6 Astra at $10.00/$50.00 per million tokens (flagship), GPT 6 Luna at $0.10/$0.50 per million tokens (fast / budget), GPT 6 Sol at $2.00/$10.00 per million tokens (flagship), o1 at $15.00/$60.00 per million tokens (flagship), o1 Pro at $150.00/$600.00 per million tokens (flagship), o3 at $2.00/$8.00 per million tokens (mid-tier), o3 Mini at $1.10/$4.40 per million tokens (fast / budget), o3 Pro at $20.00/$80.00 per million tokens (flagship), o4 Mini at $1.10/$4.40 per million tokens (fast / budget). The right choice depends on whether your customer support bot workload prioritizes quality, cost, or speed.

What context window does GPT 4.1 Nano support?

GPT 4.1 Nano supports a context window of 1,047.576K tokens per API call. This sets the maximum combined length of your input prompt and generated response. For customer support bot, typical calls use 3,000 input and 1,000 output tokens. That is well within this limit, leaving room for longer prompts or multi-turn conversations.

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This calculator estimates costs based on published rates only. Connect your API usage to see where your money goes and which models drive your spend.