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o4-mini (High)

deprecated by benchmark source
OpenAI · released 2025-04-16 · 2 offers

Context 200K tokens

Top 1 cheapest providers (Adjusted $/task)

Within the active global provider, residency and confidentiality filters.

#ProviderAdjusted $/task
1Azure AI Foundrydirect — Direct price: Azure AI Foundry's own price list (https://prices.azure.com/api/retail/prices), collected 2026-11-03.

Composite

3 of 7 inputs · 2 from the model family6 radar axes: DesignArena's two boards share one

20.4

AA Coding v4.xCoding Agent v1.4AA Intelligence (est.)AA AgenticEpoch ECISoftware ECIDesignArenaAA Intelligence (est.): percentile 58Epoch ECI: percentile 28Software ECI: percentile 17

AA Coding v4.x —Coding Agent v1.4 —AA Intelligence (est.) 6.3AA Agentic —Epoch ECI 145.6Software ECI 145.0DesignArena —/—

Radar: percentile among all models measured on each input; a gap means not measured.

Benchmark sheet

15 of 319 registered benchmark versions · bars show the percentile among all models measured on each benchmark.

Composite attachments (used in the score, not counted as exact benchmarks):
  • Epoch ECI · attached
  • Software ECI · attached
Compare this model →

Agentic

Coding

  • GSO software optimization, Opt@1 (UC Berkeley) opt1-102223.6%

    GSO software optimization, Opt@1 (UC Berkeley) opt1-102 → · OpenHands — An agent gets a real codebase and a performance test and must make the code as fast as an expert developer's optimization; 102 tasks across 10 codebases and 5 languages.

Instruction-following

Knowledge

Long-context

  • AA-LCR v1.15461.0%

    AA-LCR v1.1 v1.1 → · Published board — Tests reasoning across multiple long documents with corrected answer keys and grading.

Math

  • AIME 2025 (AA)9290.7%

    AIME 2025 (AA) v2025 → · Published board — Advanced mathematical problem solving on AIME I and II 2025.

Safety/Alignment

Science

Tool-use

  • τ²-Bench Telecom (AA)5655.6%

    τ²-Bench Telecom (AA) published 2026-09-10 → · Published board — Tests dual-control telecom agents that coordinate tool use with a simulated user.

  • VitaBench 2026-01-227119.5%

    VitaBench 2026-01-22 → · Published board — Can an agent finish a real-life errand that spans food delivery, restaurant bookings and travel — 66 tools, a customer whose wishes shift mid-conversation, and no domain policy to lean on?

Vision

  • MMMU Pro (AA)4869.2%

    MMMU Pro (AA) published 2026-09-10 → · Published board — Tests multimodal understanding using challenging ten-option questions.

  • CharXiv Reasoning val-v1.010072.0%

    CharXiv Reasoning val-v1.0 → · validation — Can a multimodal model reason over the real, messy charts in scientific papers — combining values, trends and labels across a figure — rather than read off templated plots?

Missing coverage · 304 benchmark versions

No result does not mean a zero, or that the model was never tested. Collection failures and disputed versions retain their distinct status.

Token offers by platform · 2 offers (Adjusted $/task)

Click any underlined price to see how it is estimated and where each input comes from. How we calculate adjusted cost.

2 offers within the active global filters; “price n/a” means the provider serves the model but publishes no direct token price we could collect — no other channel's price is shown in its place.

Azure AI Foundry (2)

Direct prices from Azure AI Foundry's own price list. Source: prices.azure.com/api/retail/prices, collected 2026-11-03.

Azure AI Foundry
Azure AI Foundry
o4-mini (High) — benchmarks & cost | Benchmark Heaven