AML and transaction monitoring · November 2026 Edition
AML Watcher vs AMLYZE
One of fourteen models named AML Watcher first on the direct prompt; zero named AMLYZE. AML Watcher was named by eight of the fourteen models and AMLYZE by nine and AML Watcher carries 11 labels and AMLYZE 13, so the shares are not directly comparable.
Named in one category this edition.
AMLYZE
accepted challengerNamed in one category this edition.
First-choice share7%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#4#7A position in a field of 15; printed, not drawn.
Labels1113A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, AML Watcher reading right to left. Rank and label count are printed, not drawn.ComplyAdvantage was named alongside these two in twelve of the fourteen direct answers. ComplyAdvantage vs AML Watcher · ComplyAdvantage vs AMLYZE · Unit21 vs AML Watcher
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.
AML WatcherFirst choices, of fourteen modelsAMLYZEDirect10
Paraphrase10
Comparative00
Budget-constrained20
Scale-constrained01
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.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where AML Watcher and AMLYZE stood in it.
| Model | DirectAM | ParaphraseAM | ComparativeAM | Budget-constrainedAM | Scale-constrainedAM | NegativeAM |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | | |||||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | AM | |||
| Llama 4 Maverick | AM | |||||
| Qwen 3.7 Flash | | AM | ||||
| Kimi K2 | | AM | ||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | AM | | |
AML WatcherAM AMLYZE first choice named as an alternative argued againstblank: not namedEach cell is one answer, AML Watcher on the left and AMLYZE on the right.The direct prompt
The plain question, one answer per model, grouped by where AML Watcher and AMLYZE stood in it.
AML Watcher first, AMLYZE not the choice
1 of 14 modelsAMLYZE was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashAML Watcher, ComplyAdvantage alternatives: FraudNet, Napier AI
Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Qwen 3.7 FlashComplyAdvantage alternatives: AML Watcher, FICO Falcon Fraud Manager, NICE Actimize, VITAL4
GLM 4.7 FlashXComplyAdvantage alternatives: AML Watcher, Flagright, Unit21
Muse Glimmer 30BComplyAdvantage alternatives: AMLYZE, Bureau ID, Flagright, Fraudio, SEON, Unit21
Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Alessa alternatives: ComplyAdvantage, Napier AI
GPT-5.4 miniUnit21 alternatives: Feedzai, Fenergo, NICE Actimize
Gemini 3.5 FlashUnit21 alternatives: ComplyAdvantage, Hawk AI, Sumsub
Perplexity SonarUnit21 alternatives: ComplyAdvantage, Fraud.net, Hawk AI, Sanction Scanner
Grok 4.20ComplyAdvantage alternatives: Flagright, Fraudio, Sardine, Unit21
Mistral SmallComplyAdvantage, Flagright, Unit21 alternatives: Bureau ID
Llama 4 Maverickno first choice
Kimi K2Flagright, Unit21 alternatives: ComplyAdvantage
MiniMax M2.5ComplyAdvantage alternatives: Alessa, Flagright, FraudNet, Napier AI, Unit21
GPT-6 LunaUnit21 alternatives: 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
AML Watcher leads by six points.
AML Watcher6%#5 of 12AMLYZE0%#– of 12
The full small business standing →Mid-marketThe figures above
AML Watcher leads by five points.
AML Watcher7%#4 of 15AMLYZE2%#7 of 15
The full mid-market standing →Enterprise
Level: the same share of first choices.
AML Watcher0%#– of 13AMLYZE0%#– of 13
The full enterprise standing →What the models said about AML Watcher
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 ComplyAdvantage or AML Watcher if you need strong screening and transaction monitoring at predictable pricing” Kimi K2 · paraphrase prompt · first choice
“AML Watcher and ComplyAdvantage are top choices, especially for fintechs and SMEs” Mistral Small · budget prompt · first choice
“AML Watcher (Best Overall Value for Limited Budgets)” Grok 4.20 · budget prompt · first choice
What the models said about AMLYZE
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Modern RiskOps/API-first (Unit21, Flagright, ComplyAdvantage, AMLYZE, Salv)” Kimi K2 · scale prompt · first choice
“Modern API-first RiskOps platforms (Unit21, Flagright, ComplyAdvantage, AMLYZE, Feedzai) may be a better fit for a mid-size company.” DeepSeek V4 Flash · scale prompt · alternative
“Focuses on network analysis and graph technology to uncover complex layering schemes” Qwen 3.7 Flash · comparative prompt · alternative
Also compared
ComplyAdvantage vs AML WatcherComplyAdvantage vs AMLYZEUnit21 vs AML WatcherUnit21 vs AMLYZEFlagright vs AML WatcherFlagright vs AMLYZEAML Watcher vs Sanction ScannerAML Watcher vs SumsubAML Watcher vs FraudioSanction Scanner vs AMLYZESumsub vs AMLYZEAMLYZE vs FraudioAll twenty-eight head-to-head pages and the full AML monitoring standing
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.