Kimi K3 vs Laguna S 2.1: Specs & Benchmark Comparison

Kimi K3 is developed by Moonshot AI, while Laguna S 2.1 comes from Poolside. Both were released in July 2026. Kimi K3 is the larger model at roughly 2.8 trillion parameters, against 118 billion for Laguna S 2.1.

We have 3 benchmark results for Kimi K3 and 6 benchmark results for Laguna S 2.1, but they were measured on different benchmarks, so there is no like-for-like scoreboard.

Laguna S 2.1 is the cheaper API at $0.10 per million input tokens and $0.20 per million output tokens, roughly 30 times cheaper than Kimi K3 at $3 and $15. Both accept a context window of about 1M tokens. Kimi K3 accepts text and images as input, while Laguna S 2.1 accepts text. On tooling, only Kimi K3 supports function calling and only Kimi K3 offers structured output.

CharacteristicKimi K3Laguna S 2.1
CompanyMoonshot AIPoolside
Release DateJuly 16, 2026July 21, 2026
Parameters2.8T118B
MultimodalYesNo
Context (input)1.0M1.0M
Context (output)1.0M
Input Price / 1M$3.00$0.10
Output Price / 1M$15.00$0.20
Average Score95.7%57.4%

Verdict

Laguna S 2.1 leads in 2 out of 4 comparison categories.

Overall Performance

Both models show comparable average scores: Kimi K3 — 1.0, Laguna S 2.1 — 0.6.

API Cost

Laguna S 2.1 is 60.0x cheaper: input $0.10/1M vs $3.00/1M tokens.

Context Window

Laguna S 2.1 supports a larger context: 1M vs 1M tokens.

Recency

Both models were released around the same time: 7/16/2026 and 7/21/2026.

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Frequently Asked Questions

Which is better for coding — Kimi K3 or Laguna S 2.1?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — Kimi K3 or Laguna S 2.1?
Laguna S 2.1 is cheaper for input: $0.10 per 1M tokens vs $3.00.
Which has a larger context window — Kimi K3 or Laguna S 2.1?
Laguna S 2.1 supports a larger context: 1,048,576 tokens vs 1,000,000.

The Kimi K3 and Laguna S 2.1 comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the Kimi K3 or Laguna S 2.1 page. See also the complete list of AI model comparisons.