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GPT-4o (2024-05-13) vs GPT-4o-mini (2024-07-18)

GPT-4o-mini (2024-07-18) costs 25.0x less per output token than GPT-4o (2024-05-13) ($0.60 vs $15.00 per million). Updated October 23, 2026; 36 benchmarks have a result for both.

GPT-4o (2024-05-13)OpenAI
Coding
No data
Overall
27.1
Output $/M
$15.00
31
GPT-4o-mini (2024-07-18)OpenAI
Coding
No data
Overall
No data
Output $/M
$0.60
5
vs boards won of 36 shared

GPT-4o (2024-05-13) or GPT-4o-mini (2024-07-18): which to pick

Neither model has a coding score yet, so the two cannot be ranked on coding.

Pick GPT-4o (2024-05-13) for work measured by OTIS Mock AIME or MATH level 5, where it leads.

Shared results
36
GPT-4o (2024-05-13) only
8
GPT-4o-mini (2024-07-18) only
10
Like-for-like categories
6 of 9

Only benchmarks that tested both models count toward a pick; a result only one model has is shown but not compared.

Which one for your work

Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.

At a glance

Coding index
GPT-4o (2024-05-13) not benchmarked, GPT-4o-mini (2024-07-18) not benchmarked.
Widest category
Agentic work, 14.9 points apart on average over 1 shared benchmark.
Widest single gap
LMArena Text: Polish: GPT-4o (2024-05-13) 1365 against GPT-4o-mini (2024-07-18) 1244, 20.1 points apart on a 0 to 100 scale.
Output price
GPT-4o (2024-05-13) $15.00 against GPT-4o-mini (2024-07-18) $0.60 per million output tokens, 25.0x apart.
Context window
Both take 128K tokens.

Benchmark by benchmark

First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.

Boards won, where both have a result
CategoryGPT-4o (2024-05-13)BarsGPT-4o-mini (2024-07-18)Ties
Coding20
Agentic work10
Reasoning40
Math22
Knowledge32
General191
All shared boards315
CodingLike-for-likeSix of these boards feed the Vibe Coding Index20
Coding benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
Aider polyglotNot measured3.6%Only GPT-4o-mini (2024-07-18) measured
AA Coding Index24.2Not measuredOnly GPT-4o (2024-05-13) measured
LiveCodeBench (Artificial Analysis run)33.4%Not measuredOnly GPT-4o (2024-05-13) measured
WeirdMLNot measured11.8%Only GPT-4o-mini (2024-07-18) measured
LMArena Text: coding12971289GPT-4o (2024-05-13)
LMArena Text: software and IT12971291GPT-4o (2024-05-13)
Neither model has a result on the other 37 boards here
IntelligenceDirectional onlyPublic boards, shown as published, kept out of the index1 board, none shared
Intelligence benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
AA Intelligence Index7.3Not measuredOnly GPT-4o (2024-05-13) measured
Neither model has a result on the other 1 board here
Agentic workLike-for-likePublic boards, shown as published, kept out of the index10
Agentic work benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
METR time horizons40.8%Not measuredOnly GPT-4o (2024-05-13) measured
BALROG32.3%17.4%GPT-4o (2024-05-13)
Neither model has a result on the other 40 boards here
ReasoningLike-for-likePublic boards, shown as published, kept out of the index40
Reasoning benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
GPQA Diamond50.2%Not measuredOnly GPT-4o (2024-05-13) measured
GPQA Diamond (Artificial Analysis run)52.6%Not measuredOnly GPT-4o (2024-05-13) measured
Humanity's Last Exam (Artificial Analysis run)1.8%Not measuredOnly GPT-4o (2024-05-13) measured
GPQA Diamond (Epoch AI run)48.9%37.7%GPT-4o (2024-05-13)
SimpleBenchNot measured10.7%Only GPT-4o-mini (2024-07-18) measured
Chess puzzlesNot measured3.0%Only GPT-4o-mini (2024-07-18) measured
Mystery game puzzlesNot measured12.0%Only GPT-4o-mini (2024-07-18) measured
VPCTNot measured34.0%Only GPT-4o-mini (2024-07-18) measured
LMArena Text: hard prompts12811267GPT-4o (2024-05-13)
LMArena Text: expert12501235GPT-4o (2024-05-13)
LMArena Text: hard prompts in English12931278GPT-4o (2024-05-13)
Neither model has a result on the other 12 boards here
MathLike-for-likePublic boards, shown as published, kept out of the index22
Math benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
OTIS Mock AIME6.3%6.9%GPT-4o-mini (2024-07-18)
FrontierMath, tiers 1 to 3Not measured0.7%Only GPT-4o-mini (2024-07-18) measured
MATH level 551.0%52.6%GPT-4o-mini (2024-07-18)
LMArena Text: math12841267GPT-4o (2024-05-13)
LMArena Text: mathematical work12841271GPT-4o (2024-05-13)
Neither model has a result on the other 9 boards here
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index32
Knowledge benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
MMLU Pro (Artificial Analysis run)74.0%Not measuredOnly GPT-4o (2024-05-13) measured
SimpleQA VerifiedNot measured8.3%Only GPT-4o-mini (2024-07-18) measured
MMLU84.2%76.7%GPT-4o (2024-05-13)
GeoBenchNot measured64.0%Only GPT-4o-mini (2024-07-18) measured
LMArena Text: science12951286GPT-4o (2024-05-13)
LMArena Text: medicine and healthcare12781282GPT-4o-mini (2024-07-18)
LMArena Text: legal and government13141305GPT-4o (2024-05-13)
LMArena Text: business and finance12611265GPT-4o-mini (2024-07-18)
Neither model has a result on the other 12 boards here
Web designNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
Web design benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
Neither model has a result on 9 boards here
GeneralLike-for-likePublic boards, shown as published, kept out of the index191
General benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
Creative writing (Lech Mazur)Not measured67.2%Only GPT-4o-mini (2024-07-18) measured
LMArena Text13001286GPT-4o (2024-05-13)
LMArena Text: instruction following12781258GPT-4o (2024-05-13)
LMArena Text: creative writing12911268GPT-4o (2024-05-13)
LMArena Vision11371066GPT-4o (2024-05-13)
LMArena Text: English13121301GPT-4o (2024-05-13)
LMArena Text: non-English12831266GPT-4o (2024-05-13)
LMArena Text: Chinese12771265GPT-4o (2024-05-13)
LMArena Text: German12821272GPT-4o (2024-05-13)
LMArena Text: Japanese12571216GPT-4o (2024-05-13)
LMArena Text: Korean12341195GPT-4o (2024-05-13)
LMArena Text: French13041297GPT-4o (2024-05-13)
LMArena Text: Spanish12921276GPT-4o (2024-05-13)
LMArena Text: Russian12851275GPT-4o (2024-05-13)
LMArena Text: Polish13651244GPT-4o (2024-05-13)
LMArena Text: multi-turn13021285GPT-4o (2024-05-13)
LMArena Text: longer queries12881289GPT-4o-mini (2024-07-18)
LMArena Text: writing and language12981282GPT-4o (2024-05-13)
LMArena Text: entertainment and media12891253GPT-4o (2024-05-13)
LMArena Vision: English11471072GPT-4o (2024-05-13)
LMArena Vision: Chinese11321033GPT-4o (2024-05-13)
Neither model has a result on the other 27 boards here
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
Image generation benchmarks for GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
BenchmarkGPT-4o (2024-05-13)GPT-4o-mini (2024-07-18)Leader
Neither model has a result on 5 boards here

What each workload costs

Three fixed token mixes at each model's listed price, so per-token rates become a bill.

Chat turn

1K input + 500 output tokens

GPT-4o (2024-05-13)$0.013Fits in one request
GPT-4o-mini (2024-07-18)$0.0004Fits in one request

GPT-4o-mini (2024-07-18) costs less

Repository review

50K input + 3K output tokens

GPT-4o (2024-05-13)$0.295Fits in one request
GPT-4o-mini (2024-07-18)$0.0093Fits in one request

GPT-4o-mini (2024-07-18) costs less

Agent loop

200K input + 10K output tokens

GPT-4o (2024-05-13)$1.15Exceeds the context window
GPT-4o-mini (2024-07-18)$0.036Exceeds the context window

GPT-4o-mini (2024-07-18) costs less

Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.

Specification differences

The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.

Specifications of GPT-4o (2024-05-13) and GPT-4o-mini (2024-07-18)
SpecificationOpenAI GPT-4o (2024-05-13)OpenAI GPT-4o-mini (2024-07-18)
MakerOpenAIOpenAI
WeightsNo public weights listedNo public weights listed
ReleasedMay 13, 2024July 18, 2024
Context window128K128K
Input $/Mtok$5.00$0.15
Output $/Mtok$15.00$0.60
Coding indexNot benchmarkedNot benchmarked
Independent measurements behind it00
Cost per solved taskNot computableNot computable
SourceOpenRouter listingOpenRouter listing

Questions

Is GPT-4o (2024-05-13) better than GPT-4o-mini (2024-07-18) for coding?

Neither model has a coding score yet, so the two cannot be ranked on coding. Pick GPT-4o (2024-05-13) for work measured by OTIS Mock AIME or MATH level 5, where it leads.

Which is cheaper, GPT-4o (2024-05-13) or GPT-4o-mini (2024-07-18)?

GPT-4o (2024-05-13) costs $5.00 per million input tokens and $15.00 per million output tokens; GPT-4o-mini (2024-07-18) costs $0.15 and $0.60. Cost per solved task is known for neither of them.

Which has the bigger context window, GPT-4o (2024-05-13) or GPT-4o-mini (2024-07-18)?

Neither: both take 128K tokens.

How many benchmarks is the GPT-4o (2024-05-13) vs GPT-4o-mini (2024-07-18) comparison based on?

36 benchmarks have a result for both models as of October 23, 2026. GPT-4o (2024-05-13)'s coding index rests on 0 independent benchmarks and GPT-4o-mini (2024-07-18)'s on 0. Where only one model has a result, the page says so instead of naming a winner.

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