KashoovsPilot

How 10 AI models weigh Kashoo against Pilot on the 1 buying question where both came up.

Kashoo: 69%of answers named it
Pilot: 1%of answers named it
Placed higher: 29–0times Kashoo vs Pilot, over 29 model rankings that listed either
Models leaning: 8–0toward Kashoo vs Pilot; 2 even

Which models prefer which

Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording

Model	Kashoo	Pilot	Placed higher	Leans
Claude Haiku 5.5	8%	0%	0–0	Even
GPT-6 Luna	100%	0%	4–0	Kashoo
Gemini 4 Argon	100%	0%	4–0	Kashoo
Qwen 3.8 Flash	0%	0%	0–0	Even
DeepSeek V4 Pro	100%	0%	4–0	Kashoo
GLM-5.3	100%	0%	4–0	Kashoo
Kimi K3	75%	0%	3–0	Kashoo
MiniMax M3	50%	0%	2–0	Kashoo
Mistral Large 4	58%	8%	4–0	Kashoo
Nemotron 3 Ultra	100%	0%	4–0	Kashoo

What the models say about Kashoo

One reason per model, from the shared questions

GPT-6 LunaEasy-to-use bookkeeping with a streamlined feature set for smaller operations.
Gemini 4 ArgonAutomated receipt matching and straightforward double-entry bookkeeping for owners wanting minimal complexity.
DeepSeek V4 ProDead-simple accounting with excellent customer support for solopreneurs.
GLM-5.3Simple, AI-assisted bookkeeping that's easy for non-accountants.
Kimi K3Straightforward bookkeeping for very small businesses wanting simplicity.
MiniMax M3Simple cloud accounting with automated bank feeds for very small businesses.
Mistral Large 4Simple, AI-driven categorization suited to small straightforward businesses.
Nemotron 3 UltraSimple double-entry, great mobile apps for micro businesses

What the models say about Pilot

One reason per model, from the shared questions

No reasons given.

Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.

Question by question

Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first

Question	Kashoo	Pilot
Best accounting software for small businesses	69% #6	1% #29