AI Indexes
Finance AI Index
finance · October 2026 Edition

Shortlist finance products from what AI models recommend

Fourteen AI models from twelve labs, asked the same buying questions six ways, on behalf of three sizes of buyer. Say what you are buying and the size of your company, and see the products they choose most consistently, with their reasons and reservations in their own words.

57 categories
Free to read, no account. Shortlists are read for a mid-market company. All 57 categories · How it’s measured

The leaderboard

The first choice in all 57 categories · 45 contested
Showingin, ordered by
What the verdicts meanThe leader changes here
Noise floor 10 pointsHow far a category leader's share moved between two identical runs with nothing changed, measured on the last calibration repeat. A change smaller than this is noise. How the floor is measured
Receivables and billing
B2B BNPL and net terms
Small business and mid-market share a leader. Enterprise differs.
Receivables and billing
Embedded payments platforms
Small business and mid-market share a leader. Enterprise differs.
Receivables and billing
Rebate management
Mid-market and enterprise share a leader. Small business differs.
Equity and corporate
Board portals
A different leader in every segment
Tax and compliance
AML and transaction monitoring
Small business and mid-market share a leader. Enterprise differs.
Accounting and close
SEC and disclosure reporting
Mid-market and enterprise share a leader. Small business differs.
Tax and compliance
Transfer pricing
Small business and mid-market share a leader. Enterprise differs.
Receivables and billing
Professional services automation
Small business and mid-market share a leader. Enterprise differs.
Receivables and billing
Merchants of record
One leader in all three segments
Accounting and close
Crypto accounting
Mid-market and enterprise share a leader. Small business differs.
Equity and corporate
Virtual data rooms
A different leader in every segment
Receivables and billing
Chargeback management
Small business and mid-market share a leader. Enterprise differs.
Treasury and cash
Stablecoin platforms
Mid-market and enterprise share a leader. Small business differs.
Spend and procurement
Telecom expense management
Small business and mid-market share a leader. Enterprise differs.
Receivables and billing
Payment orchestration platforms
Small business and mid-market share a leader. Enterprise differs.
Receivables and billing
Ecommerce fraud prevention
A different leader in every segment
All 57 scored categories; thirteen more are in the taxonomy and not yet run. Fifty-one different products hold or share a first place, and only nine hold one in more than one category.
Compared with the September 2026 Edition. See what moved

Movement since September 2026

Between the September 2026 Edition and the October 2026 Edition the leader changed in thirteen of forty-one categories, three of them by more than the noise floor of 10 points. Thirty of 391 changes in first-choice share clear the floor. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison.
41Categories compared
391Products changed
30Moved past the floor
13Leader changes
4Verdict changes

Leader changes · 13, of which 3 cleared the floor

Wave→Zoho Invoice26%
New leader · moved

14 points clear of Wave's current 12%.

Names swapped within the floor · 10, read as unsettled

Verdict changes

Biggest movers in first-choice share

−2169% → 48%
MovedCleared the floor by 11 points · rank 1 of 61, unchanged
+2013% → 33%
MovedCleared the floor by 10 points · rank 2 → 1 of 96
+2018% → 38%
MovedCleared the floor by 10 points · rank 1 of 79, unchanged
−1919% → 0%
MovedCleared the floor by 9 points · rank 2 → 63 of 116
−1836% → 18%
MovedCleared the floor by 8 points · rank 1 → 2 of 94
−1525% → 10%
MovedCleared the floor by 5 points · rank 1 → 2 of 96
−1519% → 4%
MovedCleared the floor by 5 points · rank 3 → 7 of 50
−1433% → 18%
MovedCleared the floor by 4 points · rank 2 of 82, unchanged
+147% → 21%
MovedCleared the floor by 4 points · rank 4 → 2 of 89
+147% → 20%
MovedCleared the floor by 4 points · rank 3 → 2 of 85
−1326% → 12%
MovedCleared the floor by 3 points · rank 1 → 2 of 107
+130% → 13%
MovedCleared the floor by 3 points · rank 8 → 4 of 36
0Floor 10 pts · measured

The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · Every change resolves to its category page and to the previous edition's record on the Data page.

Where next

Each figure on this page resolves to a category page, a method and a raw record.