Model comparison

Kanana Nano vs SWE-1.7

Data verified July 18, 2026

Head-to-head evidence from 0 shared benchmark results across 0 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

No sourced benchmark result is currently shared by both models. This page therefore compares only the available metadata, pricing, and runtime rows; it does not name a quality winner.

K

Kanana Nano

Kakao

N/A

No comparison

C

SWE-1.7

Cognition

N/A

0 category wins0 category wins

Evidence parity. Kanana Nano and SWE-1.7 share 0 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Kanana Nano; 4 to SWE-1.7.

Updated July 18, 2026

Shared results: 0
Kanana Nano only: 0
SWE-1.7 only: 4
Comparable categories: 0 / 8

Benchmark data for Kanana Nano and SWE-1.7 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 0 shared benchmark results across 0 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM does not have sourced benchmark coverage for Kanana Nano yet. This comparison is currently limited to metadata such as context window, reasoning mode, and pricing where available.

SWE-1.7 has the larger context window at 256K, compared with 64K for Kanana Nano.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

Metric	Kanana Nano	SWE-1.7	Comparison
Input / output priceUSD per 1M tokens	Kanana NanoNot available	SWE-1.7Not available	A complete price comparison is not available.
Generation speedtokens per second	Kanana NanoNot available	SWE-1.7Not available	A complete speed comparison is not available.
First-answer latencyseconds to first token	Kanana NanoNot available	SWE-1.7Not available	A complete latency comparison is not available.
Context windowmaximum listed tokens	Kanana Nano64K	SWE-1.7256K	SWE-1.7 lists the larger context window.

Benchmark Deep Dive

Agentic

1 benchmarks

Benchmark	Kanana Nano	SWE-1.7	Result
Terminal-Bench 2.0Source	—	81.5%	Not comparable

Coding

3 benchmarks

Benchmark	Kanana Nano	SWE-1.7	Result
FrontierCode 1.1 MainSource	—	42.3%	Not comparable
Terminal-Bench 2.0Source	—	81.5%	Not comparable
SWE MultilingualSource	—	77.8%	Not comparable

Frequently Asked Questions (2)

Can I compare Kanana Nano and SWE-1.7 on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

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Last updated: July 18, 2026

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