Is GPT-4o-mini (2024-07-18) a good deal?

Whether anything in this catalogue beats GPT-4o-mini (2024-07-18) on both quality and price, and what you give up if it does. A computation on the current catalogue, not an opinion.

12 undominated of 145 · Oct 6, 2026

As of Oct 6, 2026, GPT-4o-mini (2024-07-18) is dominated for Balanced on LMArena. GPT-6 Luna scores 105.1 higher and costs 24% less, with a covering envelope. 12 of 145 rated, priced standard models are undominated.

Inspect model evidence Compare differences & requirements

Current model

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

Balanced

3 tokens in per 1 out

GPT-6 Luna is both better and cheaper than GPT-4o-mini (2024-07-18): 105.1 points higher on LMArena and 24% less per million tokens, $0.063 cheaper at this mix.

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

LMArena Elo · higher is better

Scale starts at 1040 Elo

1286.4

Effective $/M · Balanced · lower is better

$0.263/M

GPT-6 Luna

LMArena Elo · higher is better

Scale starts at 1040 Elo

1391.5

Effective $/M · Balanced · lower is better

$0.200/M

GPT-4o-mini (2024-07-18) takes text, image, file, returns up to 16,384 tokens from a 128,000-token context, and is listed by 1 seller.

Compared against 145 rated, priced models on this lens: 2 models dominate it and give up nothing, 5 more dominate it but give something up. GPT-4o-mini (2024-07-18) scores 1286.4 at $0.263 per million tokens for this mix.

Envelope-safe replacements

Each row scores at least as high, costs no more, and covers this model’s context, output, modalities, tools, and reasoning. A cheaper narrower model is not listed here.

ModelLMArenaEffective $/MYou save
GPT-6 Luna1391.5 +105.1$0.200/M24%
GPT-5 Nano1320.0 +33.6$0.138/M48%

Higher score, lower price, named losses

Not a drop-in. The loss is why these are not a recommendation.

ModelLMArenaEffective $/MYou give up
GLM 5.3 Flash1469.6$0.238/Mfile
DeepSeek V4.1 Flash1462.5$0.182/Mfile
MiMo-V2.6-Flash1456.4$0.175/Mfile
Gemma 4 31B1443.4$0.205/Mfile
Hy31440.7$0.231/Mimage, file
GPT-6 Luna1391.5 · $0.200/MGPT-4o-mini (2024-07-18)1286.4 · $0.263/MLMArena EloEffective $/M · Balanced
145 rated, priced standard models. Chartreuse is the frontier. Cobalt is the model you named, when it is not on the staircase.

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Evidence & Ask