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Index › Tax and compliance › AML monitoring › Flagright vs Alessa
AML and transaction monitoring · October 2026 Edition

Flagright vs Alessa

Two of fourteen models named Flagright first on the direct prompt; one named Alessa. Flagright was named by eleven of the fourteen models and Alessa by seven and Flagright carries 16 labels and Alessa 17, so the shares are not directly comparable.

Flagright

accepted challenger

Named in one category this edition.

Alessa

accepted challenger

Named in one category this edition.

First-choice share13%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#5A position in a field of 13; printed, not drawn.
Labels1617A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Flagright reading right to left. Rank and label count are printed, not drawn.ComplyAdvantage was named alongside these two in eight of the fourteen direct answers. ComplyAdvantage vs Flagright · ComplyAdvantage vs Alessa · Flagright vs Sanction Scanner

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the AML and transaction monitoring page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
FlagrightFirst choices, of fourteen modelsAlessa
Direct21
Paraphrase20
Comparative00
Budget-constrained30
Scale-constrained00
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the October 2026 Edition, Flagright and Alessa were named in the same answer fourteen times, of the 52 answers naming Flagright and the 42 naming Alessa. In those answers Alessa took the first choice zero times and Flagright eight.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Flagright and Alessa stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
Flagright Alessa first choice named as an alternative argued againstblank: not namedEach cell is one answer, Flagright on the left and Alessa on the right.

The direct prompt

The plain question, one answer per model, grouped by where Flagright and Alessa stood in it.

Flagright first, Alessa an alternative

2 of 14 modelsAlessa was named in the answer but not as the choice, or not at all.
Grok 4.1 FastFlagright alternatives: Alessa, Hummingbird, Ondato
Kimi K2ComplyAdvantage, Flagright alternatives: Alessa, Lucinity, Sift

Alessa first, Flagright not the choice

1 of 14 modelsFlagright was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Alessa, ComplyAdvantage alternatives: Napier AI, Unit21

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Perplexity SonarTrustform alternatives: ComplyAdvantage, Flagright, Hawk AI
Mistral SmallFeedzai alternatives: Alessa, ComplyAdvantage, Napier AI, ThetaRay, Unit21
DeepSeek V4 FlashComplyAdvantage alternatives: Alessa, Unit21
Muse Glimmer 30BUnit21 alternatives: Alessa, Eftsure, Feedzai, Hawk AI, Napier AI Continuum, Sanction Scanner

Neither was named

7 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniUnit21 alternatives: Feedzai, Fenergo
Gemini 3.5 FlashAlloy alternatives: ComplyAdvantage, Sumsub, Unit21
Llama 4 MaverickSphinx alternatives: FraudNet, Ondato, Shuftipro, Tookitaki
Qwen 3.7 FlashComplyCube alternatives: Dow Jones Risk & Compliance, Sumsub, Trulioo
GLM 4.7 FlashXComplyAdvantage, NorthRow alternatives: Alloy, SEON
MiniMax M2.5no first choice
GPT-6 LunaUnit21 alternatives: Alloy, ComplyAdvantage, Sardine

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Flagright leads by fourteen points.
Flagright15%#2 of 14
Alessa2%#10 of 14
The full small business standing →
Mid-marketThe figures above
Flagright leads by twelve points.
Flagright13%#2 of 13
Alessa2%#5 of 13
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Flagright0%#– of 11
Alessa0%#9 of 11
The full enterprise standing →

What the models said about Flagright

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“Start with Flagright or ComplyAdvantage if you want modern, API-first tooling at a mid-market price.” Kimi K2 · direct prompt · first choice
“Flagright is the best budget-leaning pick if transaction monitoring is the main requirement” Perplexity Sonar · budget prompt · first choice
“Flagright – AI-native AML for startups and SMEs ... Best for startups and SMEs” Muse Glimmer 30B · paraphrase prompt · first choice

What the models said about Alessa

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“Alessa is another strong contender specifically positioned for mid-market organizations.” Claude Haiku 4.5 · direct prompt · first choice
“If compliance case volume is already high and you need robust investigation workflows, Alessa or Lucinity are safer bets.” Kimi K2 · direct prompt · alternative
“If you need a more rules-based, configurable solution at a mid-market price point, Alessa is also highly recommended.” Mistral Small · direct prompt · alternative
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.