GPT · Fast / Budget · 200K context window

o3 Mini pricing for blog writing

$0.0363 per call at 1,000 input / 8,000 output tokens.

Per call

$0.0363

10K calls/mo

$363

Cache savings

50% off input

Batch savings

50% off all

Calculate your o3 Mini costs

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

Configure your usage

1,000
100100K
8,000
5050K
10,000
1001M

Estimated cost

Monthly cost
$363
10,000 calls/month
Cost per call$0.0363
Daily cost$12
Input rate$1.10/MTok
Output rate$4.40/MTok
Analyze your real spend

Quick start

Call o3 Mini with the OpenAI Python SDK:

from openai import OpenAI

client = OpenAI()
response = client.chat.completions.create(
    model="o3-mini",
    max_tokens=8000,
    messages=[{"role": "user", "content": "Your prompt here"}]
)
# Cost: ~$0.0363 per call at standard rates
# Input:  $1.10/MTok
# Output: $4.40/MTok

How o3 Mini compares on cost

Per-call cost for all models scoring 50+ on blog writing benchmarks. Hover for details.

Cheapest viable option: Claude Sonnet 5 at $0.0820/call (-126% less, 87/100 quality).

What drives blog writing cost

The most output-heavy use case tracked here. A brief of a few hundred tokens produces an article of several thousand, so output pricing is essentially the entire cost and input rate is noise. Generating section by section rather than whole-article gives you more control over both quality and spend, at the cost of more calls.

For o3 Mini specifically, that means output tokens cost 4.0x more than input, at $4.40 vs $1.10 per MTok. At this use case’s 1,000/8,000 token split, output accounts for 97% of the $0.0363 per-call cost.

Complete o3 Mini pricing breakdown

Standard token rates

Direction$/MTokTokens per call
Input$1.101,000
Output$4.408,000

Prompt caching: 50% off input tokens

Caching drops input cost from $1.10 to $0.55/MTok. For repeated system prompts, that saves $0.000550 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$0.0363$363$357.5$5.5
50,000 calls$0.0363$1,815$1,787.5$27.5
100,000 calls$0.0363$3,630$3,575$55
500,000 calls$0.0363$18,150$17,875$275
1,000,000 calls$0.0363$36,300$35,750$550

o3 Mini quality benchmarks for blog writing

Benchmark data for blog writing is pending for o3 Mini. Test against your own evaluation suite before moving to production.

Performance across all task types

o3 Mini scores by task type. Blog Writing 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 blog writing

5 models score 80+ on blog writing benchmarks, sorted by input rate. Cheapest: Claude Sonnet 5 (-126% less, 87/100 quality).

ModelProviderInput $/MTokOutput $/MTokQualityPer callvs o3
Claude Sonnet 5Claude$2.00$10.0087/100$0.0820126% more
GPT 5.6 SolGPT$4.00$20.0092/100$0.1640352% more
Claude Opus 4.8Claude$5.00$25.0093/100$0.2050465% more
GPT 5.5GPT$5.00$30.0091/100$0.2450575% more
Claude Fable 5Claude$10.00$50.0095/100$0.41001029% more

About o3 Mini

Provider

GPT

Tier

Fast / Budget

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 ProFlagship$20.00$80.00200K
o4 MiniFast / Budget$1.10$4.40200K

You can compare o3 Mini 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 Mini cost for blog writing per API call?

A typical blog writing call using o3 Mini costs about $0.0363 per call. This estimate uses 1,000 input tokens and 8,000 output tokens at standard rates. Standard rates are $1.10 per million input tokens and $4.40 per million output tokens.

Is o3 Mini the best model for blog writing?

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

What is the cheapest model for blog writing with good quality?

The most affordable model for blog writing above 80/100 quality is Claude Sonnet 5. It comes from Claude at $2.00 per million input tokens. Output costs $10.00 per million tokens with a quality score of 87/100. Switching from o3 Mini to Claude Sonnet 5 saves about -126% per API call.

How can I reduce my o3 Mini costs for blog writing?

Three strategies lower o3 Mini costs for this task type effectively. Prompt caching gives a 50% 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 $0.0363 to about $0.009075 per call.

How does o3 Mini pricing compare to other GPT models?

GPT has 34 other models alongside o3 Mini 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 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 blog writing workload prioritizes quality, cost, or speed.

What context window does o3 Mini support?

o3 Mini supports a context window of 200K tokens per API call. This sets the maximum combined length of your input prompt and generated response. For blog writing, typical calls use 1,000 input and 8,000 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.