CFOs need action signals not dashboards. We evaluated 24 tools and ranked the 8 that fit $5M-$100M.
Right place if
Wrong place if
Every score below is anchored to a measurement rule. Tools below 90/100 didn't make the list.
This is a desk evaluation, not a hands-on test. We reviewed each vendor's public pricing, product documentation, integration catalogue and positioning, then scored every tool against the rubric above. Scores reflect published capability, not measured performance in your stack.
Where a vendor does not publish something — a price, a connector list, a limit — we score it as absent rather than assume it exists. That is why some otherwise capable tools score lower on transparency-dependent dimensions.
Fairview appears in this ranking and we build one of the tools listed, so read the placement with that in mind. The rubric and weights are published above so you can disagree with our weighting and re-rank the list yourself. We take no affiliate commission from any vendor here. Our full policy is at editorial standards.
What changed: 6 of 8 fit tools surface actions.
Why it matters: CFOs want answers.
What changed: 7 of 8 trace numbers.
Why it matters: Trust requires trace.
What changed: 5 of 24 tools shipped LLM Q&A.
Why it matters: Natural language access.
What changed: 4 of 24 tools dropped per-seat.
Why it matters: Finance teams avoid tax.
CFOs at $5M-$100M wanting decision-led intel + source-first audit
9.4 / 10
Scored below, not rated externally
$349/mo
15 minutes
Why picked
Where it loses
Verdict: The best DI for CFOs.
$20M+ SaaS finance
7.8 / 10
4.5 ★ G2
$1,800/mo
2-4 weeks
Why picked
Where it loses
Verdict: Fits $20M+ SaaS.
Tableau-shop enterprises
7.6 / 10
4.2 ★ G2
Custom (~$70/seat/mo)
3-4 weeks
Why picked
Where it loses
Verdict: If on Tableau.
NL Q&A on warehouse
7.2 / 10
4.5 ★ G2
Custom (~$1,200/mo)
3-6 weeks
Why picked
Where it loses
Verdict: NL Q&A leader.
Warehouse BI
7 / 10
4.6 ★ G2
Custom (~$700/mo)
2-4 weeks
Why picked
Where it loses
Verdict: Warehouse BI.
MRR + cohort signals
6.8 / 10
4.6 ★ G2
Free → $129/mo
1 day
Why picked
Where it loses
Verdict: MRR layer only.
Excel-friendly DI
6.5 / 10
4.5 ★ G2
$1,500/mo
2 weeks
Why picked
Where it loses
Verdict: After FP&A hire.
Mid-market BI
6.2 / 10
4.3 ★ G2
Custom (~$3,000/mo)
6-10 weeks
Why picked
Where it loses
Verdict: Mid-market BI workhorse.
Source-first action signals at $349/mo.
SaaS depth.
LLM on Tableau.
NL leader.
Excel UX.
| Stage | Monthly spend | Annual spend |
|---|---|---|
| $5M ARR | $350-$1,200 | $4,200-$14,400 |
| $10M | $1,200-$2,500 | $14,400-$30,000 |
| $25M | $2,500-$5,000 | $30,000-$60,000 |
| $50M | $5,000-$10,000 | $60,000-$120,000 |
| $100M | $10,000-$20,000 | $120,000-$240,000 |
Public pricing of 24 vendors + 56 verified CFO contracts (Fairview 2026 audit)
Mistake #1 — BI as DI
Charts ≠ actions.
Fix: Action signals.
Mistake #2 — No source-first
Untraceable = no trust.
Fix: Trace-back.
Mistake #3 — Per-seat at 6-person team
$70 × 6 = $5K/yr.
Fix: Per-account.
Mistake #4 — Warehouse-first at $10M
Adds 6 wks + analyst.
Fix: Warehouse-optional.
Mistake #5 — Domo at $10M
6-10 wk setup.
Fix: Stay turnkey.
Evaluation checklist (24 questions)
PDF, on request. The exact questions to ask in every vendor demo.
Sheets
Comparison spreadsheet
8 tools × 6 dimensions in Google Sheets.
Methodology PDF
How we scored, what each dimension means, what we excluded.
Calculator
Cost calculator
Plug in your numbers, get TCO + ROI estimates.
Fairview scored highest (9.4/10).
Median $25M: $24,000/year.
BI charts. DI actions.
SaaS finance-only $20M+.
NL Q&A on warehouse.
Fairview 15 min. Mosaic 2-4 wks.
ARR, NRR, CM, burn, runway, cash.
Warehouse BI.
MRR layer.
Fairview scales $100M.
