Is GLM 4.5 Air a good deal?

Whether anything in this catalogue beats GLM 4.5 Air 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, GLM 4.5 Air is dominated for Balanced on LMArena. GLM 5.3 Flash scores 85.7 higher and costs 23% less, with a covering envelope. 12 of 145 rated, priced standard models are undominated.

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Current model

GLM 4.5 Air

Balanced

3 tokens in per 1 out

GLM 5.3 Flash is both better and cheaper than GLM 4.5 Air: 85.7 points higher on LMArena and 23% less per million tokens, $0.073 cheaper at this mix.

GLM 4.5 Air

LMArena Elo · higher is better

Scale starts at 1040 Elo

1383.9

Effective $/M · Balanced · lower is better

$0.310/M

GLM 5.3 Flash

LMArena Elo · higher is better

Scale starts at 1040 Elo

1469.6

Effective $/M · Balanced · lower is better

$0.238/M

GLM 4.5 Air takes text, returns up to 98,304 tokens from a 131,072-token context, and is listed by 3 sellers.

Compared against 145 rated, priced models on this lens: 9 models dominate it and give up nothing, 5 more dominate it but give something up. GLM 4.5 Air scores 1383.9 at $0.310 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 Flash1469.6 +85.7$0.238/M23%
DeepSeek V4.1 Flash1462.5 +78.6$0.182/M41%
MiMo-V2.6-Flash1456.4 +72.5$0.175/M44%
Hy31440.7 +56.8$0.231/M25%
Gemma 4 26B A4B 1433.9 +50.0$0.127/M59%
DeepSeek V4 Flash 04231432.1 +48.2$0.113/M64%
MiMo-V2.51427.5 +43.6$0.175/M44%
DeepSeek V3.2 Exp1422.4 +38.5$0.305/M2%
GPT-6 Luna1391.5 +7.6$0.200/M35%

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 31B1443.4$0.205/Mmax output
DeepSeek V3.21424.5$0.290/Mmax output
Qwen3 235B A22B Instruct 25071419.3$0.205/Mmax output, reasoning
Qwen3 Next 80B A3B Instruct1417.3$0.268/Mreasoning
Step 3.5 Flash1403.0$0.150/Mmax output
GLM 5.3 Flash1469.6 · $0.238/MGLM 4.5 Air1383.9 · $0.310/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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Constraint: replacements must preserve the model’s capabilities; any losses remain named trade-offs.

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