GPT · Flagship · 200K context window

o3 Pro pricing for faq bot

$0.0940 per call at 1,500 input / 800 output tokens.

Per call

$0.0940

10K calls/mo

$940

Cache savings

0% off input

Batch savings

50% off all

Calculate your o3 Pro costs

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

Configure your usage

1,500
100100K
800
5050K
10,000
1001M

Estimated cost

Monthly cost
$940
10,000 calls/month
Cost per call$0.094
Daily cost$31
Input rate$20.00/MTok
Output rate$80.00/MTok
Analyze your real spend

Quick start

Call o3 Pro with the OpenAI Python SDK:

from openai import OpenAI

client = OpenAI()
response = client.chat.completions.create(
    model="o3-pro",
    max_tokens=800,
    messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.0940 per call at standard rates
# Input:  $20.00/MTok
# Output: $80.00/MTok

What drives faq bot cost

The most bounded question-answering shape: a short question against a fixed knowledge base, with a short answer. Because the knowledge base never changes between calls, cache reads apply to nearly the entire input, and the effective cost per answer falls well below the list rate. A fast-tier model is usually sufficient when the answers are already written.

For o3 Pro specifically, that means output tokens cost 4.0x more than input, at $80.00 vs $20.00 per MTok. At this use case’s 1,500/800 token split, output accounts for 68% of the $0.0940 per-call cost.

Complete o3 Pro pricing breakdown

Standard token rates

Direction$/MTokTokens per call
Input$20.001,500
Output$80.00800

Prompt caching: 0% off input tokens

Caching drops input cost from $20.00 to $20.00/MTok. For repeated system prompts, that saves $0.0000 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$0.0940$940$940$0.0000
50,000 calls$0.0940$4,700$4,700$0.0000
100,000 calls$0.0940$9,400$9,400$0.0000
500,000 calls$0.0940$47,000$47,000$0.0000
1,000,000 calls$0.0940$94,000$94,000$0.0000

o3 Pro quality benchmarks for faq bot

Benchmark data for faq bot is pending for o3 Pro. Test against your own evaluation suite before moving to production.

Performance across all task types

o3 Pro scores by task type. FAQ 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 faq bot

12 models score 80+ on faq bot benchmarks, sorted by input rate. Cheapest: GPT 5.6 Luna (99% less, 85/100 quality).

ModelProviderInput $/MTokOutput $/MTokQualityPer callvs o3
GPT 5.6 LunaGPT$0.20$1.2085/100$0.00126099% cheaper
Claude Haiku 4.5Claude$1.00$5.0086/100$0.00550094% cheaper
Gemini 3.5 FlashGemini$1.50$9.0084/100$0.00945090% cheaper
Claude Sonnet 5Claude$2.00$10.0089/100$0.011088% cheaper
GPT 5.6 TerraGPT$2.00$12.0092/100$0.012687% cheaper
Gemini 3.1 ProGemini$2.00$12.0087/100$0.012687% cheaper
GPT 5.4GPT$2.50$15.0091/100$0.015883% cheaper
Claude Sonnet 4.6Claude$3.00$15.0088/100$0.016582% cheaper
GPT 5.6 SolGPT$4.00$20.0091/100$0.022077% cheaper
Claude Opus 4.8Claude$5.00$25.0085/100$0.027571% cheaper
GPT 5.5GPT$5.00$30.0090/100$0.031566% cheaper
Claude Fable 5Claude$10.00$50.0088/100$0.055041% cheaper

About o3 Pro

Provider

GPT

Tier

Flagship

Context

200K 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 4.1 NanoFast / Budget$0.10$0.401,047.576K
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
o4 MiniFast / Budget$1.10$4.40200K

You can compare o3 Pro 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 o3 Pro cost for faq bot per API call?

A typical faq bot call using o3 Pro costs about $0.0940 per call. This estimate uses 1,500 input tokens and 800 output tokens at standard rates. Standard rates are $20.00 per million input tokens and $80.00 per million output tokens.

Is o3 Pro the best model for faq bot?

Our benchmark data does not yet include a faq bot ranking for o3 Pro. We recommend testing it against your own evaluation criteria before production usage.

What is the cheapest model for faq bot with good quality?

The most affordable model for faq 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 o3 Pro to GPT 5.6 Luna saves about 99% per API call.

How can I reduce my o3 Pro costs for faq bot?

Three strategies lower o3 Pro costs for this task type effectively. Prompt caching gives a 0% 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 $0.0940 to about $0.0470 per call.

How does o3 Pro pricing compare to other GPT models?

GPT has 34 other models alongside o3 Pro 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 4.1 Nano at $0.10/$0.40 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), o4 Mini at $1.10/$4.40 per million tokens (fast / budget). The right choice depends on whether your faq bot workload prioritizes quality, cost, or speed.

What context window does o3 Pro support?

o3 Pro supports a context window of 200K tokens per API call. This sets the maximum combined length of your input prompt and generated response. For faq bot, typical calls use 1,500 input and 800 output tokens. That is well within this limit, leaving room for longer prompts or multi-turn conversations.

Track what you spend on AI

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.