Is DeepSeek V3.2 a good deal?

Whether anything in this catalogue beats DeepSeek V3.2 on both quality and price, and what you give up if it does. A computation on the current catalogue, not an opinion.

13 undominated of 136 · Sep 23, 2026

As of Sep 23, 2026, DeepSeek V3.2 is dominated for Balanced on LMArena. GLM 5.3 Flash scores 47.1 higher and costs 21% less, with a covering envelope. 13 of 136 rated, priced standard models are undominated.

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Current model

DeepSeek V3.2

Balanced

3 tokens in per 1 out

GLM 5.3 Flash is both better and cheaper than DeepSeek V3.2: 47.1 points higher on LMArena and 21% less per million tokens, $0.06 cheaper at this mix.

DeepSeek V3.2

LMArena Elo · higher is better

Scale starts at 1040 Elo

1424.8

Effective $/M · Balanced · lower is better

$0.302/M

GLM 5.3 Flash

LMArena Elo · higher is better

Scale starts at 1040 Elo

1471.9

Effective $/M · Balanced · lower is better

$0.237/M

DeepSeek V3.2 takes text, returns up to 65,536 tokens from a 163,840-token context, and is listed by 15 sellers. Open weights, so it can also be self-hosted.

Compared against 136 rated, priced models on this lens: 5 models dominate it and give up nothing, 1 more dominates it but gives something up. DeepSeek V3.2 scores 1424.8 at $0.30 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
GLM 5.3 Flash1471.9 +47.1$0.237/M21%
Hy31440.6 +15.8$0.144/M52%
Gemma 4 26B A4B 1434.5 +9.7$0.143/M53%
DeepSeek V4 Flash 04231431.8 +7.0$0.103/M66%
MiMo-V2.51427.4 +2.6$0.175/M42%

Higher score, lower price, named losses

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

ModelLMArenaEffective $/MYou give up
Gemma 4 31B1441.7$0.153/Mmax output
GLM 5.3 Flash1471.9 · $0.237/MDeepSeek V3.21424.8 · $0.302/MLMArena EloEffective $/M · Balanced
136 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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