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OpenAI o4-mini

o4-mini is OpenAI's small reasoning model released alongside o3 in April 2025. It applies the same RL-trained reasoning stack used by o3, but at a model size that runs faster and costs several times less — making it the default "thinking tier" for production use while flagship reasoning stays reserved for hardest queries.

Model specs

Vendor
OpenAI
Family
o-series
Released
2025-04
Context window
200,000 tokens
Modalities
text, vision, code
Input price
$1.1/M tok
Output price
$4.4/M tok
Pricing as of
2026-04-20

Strengths

  • Remarkably strong math scores — outperforms o3 on several AIME evals
  • Tool use + vision included at a small-model price
  • Fast enough for interactive apps, unlike o3 or o1
  • Sweet spot for cost-sensitive reasoning pipelines

Limitations

  • Smaller knowledge base than flagship models — weaker on obscure facts
  • Trails o3 and GPT-5 on the hardest frontier reasoning tasks
  • Still consumes reasoning tokens, so outputs can be verbose
  • Requires prompt tuning that differs from non-reasoning models

Use cases

  • Production reasoning workloads — math tutors, code assistants
  • Agent workflows where every call needs a small think step
  • Data analysis with Python tool use at scale
  • Education apps where cost-per-user matters

Benchmarks

BenchmarkScoreAs of
AIME 2024 (math)≈93%2025-04
SWE-bench Verified≈68%2025-04
GPQA Diamond≈82%2025-04

Frequently asked questions

What is OpenAI o4-mini?

o4-mini is OpenAI's small reasoning model released in April 2025. It uses the same reasoning training pipeline as o3 but at a smaller scale, giving you a thinking-model at roughly 1/10th the cost with very strong math and coding scores.

Is o4-mini better than o3?

On several math benchmarks (notably AIME) o4-mini matches or beats o3. On the hardest frontier tasks, o3 and GPT-5 reasoning still lead. For most production workloads o4-mini is the better cost/quality pick.

How much does o4-mini cost?

As of April 2026, o4-mini is priced around USD 1.10 per million input tokens and USD 4.40 per million output tokens — roughly 10x cheaper than o3 or o1.

Does o4-mini support tools and images?

Yes. Unlike o1, o4-mini supports tool use during chain of thought, including image inputs. This makes it suitable for agentic workloads where the model runs code or analyses screenshots mid-reasoning.

Sources

  1. OpenAI — Introducing o3 and o4-mini — accessed 2026-04-20
  2. OpenAI — Pricing — accessed 2026-04-20