Is Kimi K3 a good deal?

Whether anything in this catalogue beats Kimi K3 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, Kimi K3 is dominated for Balanced on LMArena. Muse Spark 1.3 scores 17.4 higher and costs 67% less, with a covering envelope. 13 of 136 rated, priced standard models are undominated.

Inspect model evidence Compare differences & requirements

Current model

Kimi K3

Balanced

3 tokens in per 1 out

Muse Spark 1.3 is both better and cheaper than Kimi K3: 17.4 points higher on LMArena and 67% less per million tokens, $4.00 cheaper at this mix.

Kimi K3

LMArena Elo · higher is better

Scale starts at 1040 Elo

1472.3

Effective $/M · Balanced · lower is better

$6.00/M

Muse Spark 1.3

LMArena Elo · higher is better

Scale starts at 1040 Elo

1489.7

Effective $/M · Balanced · lower is better

$2.00/M

Kimi K3 takes text, image, video, returns up to 943,718 tokens from a 1,048,576-token context, and is listed by 20 sellers. Open weights, so it can also be self-hosted.

Compared against 136 rated, priced models on this lens: 2 models dominate it and give up nothing, 5 more dominate it but give something up. Kimi K3 scores 1472.3 at $6.00 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
Muse Spark 1.31489.7 +17.4$2.00/M67%
Muse Spark 1.11480.2 +7.9$2.00/M67%

Higher score, lower price, named losses

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

ModelLMArenaEffective $/MYou give up
Gemini 3.8 Flash1494.7$1.50/Mmax output
Gemini 3.7 Flash1490.5$1.50/Mmax output
Gemini 3.1 Pro Preview1480.1$4.50/Mmax output
Gemini 3.6 Flash1476.1$1.50/Mmax output
Gemini 3.5 Flash1475.7$3.38/Mmax output
Muse Spark 1.31489.7 · $2.00/MKimi K31472.3 · $6.00/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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Evidence & Ask