Index › IT › Products › Kolena · November 2026 Edition
Intelligent document processing · Named, not ranked

Kolena

kolena.com ↗

–Too few to rank
2/14Models named it
0First choices
2Warnings
November 2026 Edition · all company sizes counted.
Ranked inIntelligent document processing #103 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Kolena has 2.

Why models recommend it

No positive label carried a quote.

What gives them pause

“it has per-run file and page caps, and its pricing is not published”Llama 4 Maverick · Negative question · warning

Also on the shortlist

The products named in the same answers as Kolena, over the 3 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Kolena came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 3 of the 3 answers that named Kolena and are not a share of its labels.

Domains cited

kolena.comIts own site3
affinda.com2
deepknit.ai2
klearstack.com2
llamaindex.ai2
abbyy.com1
cio.economictimes.indiatimes.com1
ciopages.com1
deepusecase.com1
docsumo.com1

Thirteen of the sixteen domain citations in answers naming Kolena came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Kolena across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00011
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00101