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K2 Horizon 32B vs Mercury 3

K2 Horizon 32B and Mercury 3 are closely matched at 30.2 and 35.9 on the LLM Stats Score.

Institute of Foundation Models · Inception · Updated for 2026

Which is better?

K2 Horizon 32B and Mercury 3 are closely matched on the overall LLM Stats Score at 30.2 and 35.9.

In the 4 individual benchmarks reported for both models, Mercury 3 wins 4; this is a narrower head-to-head signal than the composite indexes.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose K2 Horizon 32B

  • you need open weights you can self-host or fine-tune

Choose Mercury 3

  • you value its reported benchmark strengths — it wins 4 of 4 exact shared results
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
30.2
#147
35.9
#103
30.0
#147
34.6
#108
12.9
#167
21.7
#107
14.2
#120
19.3
#90
Cost, coverage & limits
Benchmark wins
0 of 4
4 of 4
Input price
— / M
$0.10 / M
Output price
— / M
$0.35 / M
Context window
—
1,000,000

Individual benchmarks

9 reported for K2 Horizon 32B · 12 for Mercury 3

4 shared

K2 Horizon 32B outperforms in 0 benchmarks, while Mercury 3 is better at 4 benchmarks (AA-LCR, GPQA, OmniScience, Tau3 Banking).

Mercury 3 significantly outperforms across most benchmarks.

Fri Oct 30 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Mercury 3 specifies input context (1,000,000 tokens). Only Mercury 3 specifies output context (131,072 tokens).

Institute of Foundation Models
K2 Horizon 32B
Input- tokens
Output- tokens
Inception
Mercury 3
Input1,000,000 tokens
Output131,072 tokens
Fri Oct 30 2026 • llm-stats.com

License

Usage and distribution terms

K2 Horizon 32B is licensed under Apache 2.0, while Mercury 3 uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

K2 Horizon 32B

Apache 2.0

Open weights

Mercury 3

Proprietary

Closed source

Release Timeline

When each model was launched

K2 Horizon 32B was released on 2026-09-03, while Mercury 3 was released on 2026-10-19.

Mercury 3 is 2 months newer than K2 Horizon 32B.

K2 Horizon 32B

Sep 3, 2026

1 months ago

Mercury 3

Oct 19, 2026

1 weeks ago

1mo newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against K2 Horizon 32B and Mercury 3 side-by-side, then vote on the output you prefer.

K2 Horizon 32B
✓ Preferred
Mercury 3
Open in Playground

FAQ

Common questions about K2 Horizon 32B vs Mercury 3.

Which is better, K2 Horizon 32B or Mercury 3?

K2 Horizon 32B and Mercury 3 are closely matched on the LLM Stats Score at 30.2 and 35.9. K2 Horizon 32B is made by Institute of Foundation Models and Mercury 3 is made by Inception. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does K2 Horizon 32B compare to Mercury 3 in benchmarks?

K2 Horizon 32B scores GPQA: 82.8%, OmniScience (non-hallucination rate): 69.7%, AA-LCR: 68.0%, Terminal-Bench 2.1: 62.6%, SciCode: 37.9%. Mercury 3 scores GPQA: 89.2%, AA-LCR: 77.7%, IFBench: 76.8%, MRCR v2: 75.5%, DeepSearchQA: 71.3%.

What are the context window sizes for K2 Horizon 32B and Mercury 3?

K2 Horizon 32B supports an unknown number of tokens and Mercury 3 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between K2 Horizon 32B and Mercury 3?

Key differences include LLM Stats Score (30.2 vs 35.9), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes K2 Horizon 32B and Mercury 3?

K2 Horizon 32B is developed by Institute of Foundation Models and Mercury 3 is developed by Inception.